tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=62
objective=binary sigmoid:1
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55 Column_56 Column_57 Column_58 Column_59 Column_60 Column_61 Column_62
feature_infos=[12:1694] [2.9841837197791885:6.0366326940842292] [1:4] [0:0.72499999999999998] [0:1] [0:0.56000000000000005] [0:1] none none [0:0.80000000000000004] none [0.49736395329653144:0.97717374239071042] [5.5511151231257827e-17:0.69999999999999996] [0:1] [0.50178571428571428:0.83333333333333337] [0:1] none [0:2] none [0:1] none [0:0.66096404744368109] none [0:1] [0:1] [0:1] [0:18] [0:1] [0:1] [0:3] [0:1] [0:0.37] [0:0.54000000000000004] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:5.409183719779187] [-0.80000000000000004:0.64999999999999991] none [0:2] [0:25] [-1:25] [0:4] [0:0.85999999999999999] [0:4.0163253238535566] [0:1] none [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:2] none none
tree_sizes=6844 6864 6867 6855 6837 6852 6889 6861 6880 6851 6837 6871 6859 6874 6805 6896 6872 6794 6866 6822 6773 6852 6894 6825 6880 6892 6880 6898 6873 6871 6866 6871 6870 6809 6883 6840 6810 6870 6886 6859 6841 6866 6893 6864 6876 6845 6858 6856 6878 6863 6834 6861 6825 6532 6831 6835 6827 6825 6855 6855 6836 6852 6854 6874 6893 6840 6897 6835 6873 6801 6825 6831 6848 6871 6822 6811 6820 6817 6846 6835 6852 6842 6867 6803 6845 6857 6840 6823 6846 6852 6881 6858 6840 6847 6880 6820 6873 6808 6878 6844 6882 6883 6876 6815 6862 6812 6847 6814 6829 6807 6795 6796 6844 6809 6864 6839 6808 6823 6129 6893 6898 6757 6758 6881 6812 6888 6845 6826 6902 6837 6843 6843 6773 6821 6795 6856 6824 6855 6879 6835 6810 6881 4682 6823 6842 6701 5861 6804 6856 6833 6832 6769 6786 6825 6789 6789 5427 6818 6810 5777 6867 6791 6768 6788 6031 6845 6759 6790 6794 6725 6836 6789 6866 5402 6820 6806 6773 6848 4899 6097 6812 6244 6802 6819 6871 6815 6354 5361 6854 6805 6883 6811 4753 6714 6812 4360 6149 5152 5635 6231 6826 6863 6826 6791 6817 6779 6732 6817 6828 6505 5581 6846 6872 6778 6850 6682 6852 6807 4787 6801 6560 6221 5434 6767 5653 6790 6843 5826 6748 5492 6771 6848 6831 6764 6805 6787 6849 6725 6791 6854 6814 6836 6792 6778 6819 5933 5248 6734 6850 4882 5025 6804 6760 6744 6772 6801 6824 6797 6853 6749 6880 6781 4815 6818 6734 4985 6800 6773 6829 4446 4806 5400 6842 6841 6766 6811 6869 6818 6864 6771 6774 6725 6232 6762 6792 6827 6806 5801 6896 6761 6825 5069 6826 6264 5006 6837 6820 6797 6758 6774

Tree=0
num_leaves=63
num_cat=0
split_feature=32 31 45 1 26 45 31 26 32 24 5 0 45 50 3 5 45 27 26 32 27 0 1 14 32 45 34 1 3 32 1 26 26 0 32 24 4 4 31 32 1 42 32 0 34 1 31 50 29 9 5 4 5 3 1 4 3 3 3 21 1 5
split_gain=471.731 235.193 79.4388 65.4471 60.8033 91.6062 74.575 55.7012 25.6896 25.0592 19.6357 82.6706 29.6338 18.0227 17.8589 17.7829 16.5208 15.0964 13.3046 13.3318 13.2929 13.0304 12.5133 23.4166 12.4434 10.5983 33.6733 10.4523 10.1937 9.81243 9.71682 9.30837 15.4642 18.9465 9.20733 10.9402 10.6792 8.41292 8.38804 7.23873 15.7432 7.19525 6.96742 6.04752 10.809 9.96573 22.1325 5.76189 5.39193 5.32006 12.8134 5.30342 5.64167 5.29125 5.05787 4.84063 4.57309 4.56297 4.56222 4.54708 4.71985 3.99857
threshold=1.0000000180025095e-35 0.16000000000000003 0.97500000000000009 5.0796373003381596 8.5000000000000018 0.97500000000000009 1.0000000180025095e-35 7.5000000000000009 0.17500000000000002 1.0000000180025095e-35 0.01941930618401207 23.500000000000004 1.5000000000000002 2.9242685963818378 0.18257575757575759 0.21320346320346323 1.5000000000000002 1.0000000180025095e-35 11.500000000000002 0.15000000000000005 1.0000000180025095e-35 21.500000000000004 4.8644654116384185 0.64480286738351267 0.16500000000000004 1.5000000000000002 1.0000000180025095e-35 4.1062031259014455 0.48750000000000004 0.25000000000000006 3.5666825895759682 9.5000000000000018 8.5000000000000018 38.500000000000007 0.17500000000000002 1.0000000180025095e-35 0.15504807692307696 0.37377450980392163 1.0000000180025095e-35 0.33500000000000002 3.8574466511864682 3.7467622390330519 0.16500000000000004 37.500000000000007 1.0000000180025095e-35 4.8341389671286441 1.0000000180025095e-35 3.315707808323157 1.5000000000000002 0.37500000000000006 0.04083333333333334 0.35599078341013829 0.28759398496240607 0.31936274509803925 4.8037733451769924 0.32697368421052636 0.31936274509803925 0.13723808562876269 0.099019607843137278 0.37479088507391733 3.6355547771300549 0.062418346836329859
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 14 5 8 22 9 42 21 11 -4 13 49 37 17 -13 18 19 27 31 -1 23 58 -21 30 57 -6 56 59 -23 32 -9 -34 35 -19 -37 51 41 43 -41 -36 -2 -26 -45 46 -46 -31 -32 50 -12 52 -3 -40 -29 -11 -16 -27 -7 60 -10 -14
right_child=4 2 10 -5 15 6 -8 20 29 55 12 16 61 -15 28 -17 -18 34 -20 24 -22 25 -24 -25 39 26 -28 54 -30 47 48 -33 33 -35 38 36 -38 -39 53 40 -42 -43 -44 44 45 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.017263421028872482 -0.085028135009334649 -0.025537373252526425 0.021464156972736188 -0.095341428577101317 -0.021299043848749647 -0.063189470286351024 -0.096088482421096466 -0.096224343892678921 -0.034313733163104015 -0.024867596488004819 0.01201805050910703 -0.041104604684180528 0.021881160769551822 -0.05117276796229657 0.0014183491334128981 -0.046632646217162302 -0.09554400257842488 -0.039781910739070205 -0.086697981348626912 -0.097087151466860547 -0.045259213271121597 -0.039007288010502045 0.01627336407251425 0.0066716944855355204 -0.080740119534972621 -0.026056825473598395 -0.06963408667048962 -0.080367097767869405 -0.034072355525782846 -0.073237643249792414 -0.068224450774877973 -0.090069973611962242 -0.071686140258313935 -0.011450864451156693 -0.093545181583380654 -0.041634703807832456 -0.077575730371547275 -0.013519024326636535 -0.072069052729556202 -0.091679513951171854 -0.038855340077212128 -0.055130795210287672 -0.06892831555047263 -0.080820402567554225 -0.07502055012095557 -0.075872202421082224 -0.039459599335349795 -0.043382702297732521 -0.039028872992031317 0.019499276108960385 -0.042967928093252651 -0.074686149792012657 -0.053401500358604838 -0.046451494849336035 -0.043194768609756774 0.013156194690299904 -0.020066794468517144 0.01183830284843046 -0.031943491490818814 -0.018117317483750985 -0.0652223766145896 0.0044356871659453623
leaf_weight=8.5946188867092115 60.2149897813797 8.9546254277229327 20.784556865692139 13.87471482157707 6.4060623198747662 6.1870471388101604 10.745943412184713 11.74556605517864 10.713866353034978 9.084528908133505 7.3846957832574898 13.61253470182419 40.140175446867943 10.904364213347433 10.712679773569105 18.16034309566021 7.9969811439514151 19.219373539090157 169.90021251142025 28.239339664578438 10.544357672333716 16.04109562933445 12.710738480091093 16.288628131151199 68.840499147772789 5.7565449178218842 14.873150885105133 8.9162068068981153 53.309524804353714 19.64116103947163 60.161923542618752 51.099570393562317 14.863249585032465 6.5557684004306784 26.519703939557076 10.684162452816961 27.787848263978958 6.1660579591989508 28.467069566249847 46.691566780209541 5.4769353568553916 6.076946258544921 49.177162349224091 51.627899035811424 29.446889609098434 37.743282914161682 34.370947405695915 9.0251211076974851 6.7462662607431403 6.2353670597076407 7.2460775822401047 6.6670558601617804 21.668923646211624 10.794263333082197 5.8468431979417792 5.0563344359397879 84.428138881921768 7.2547923028469086 11.743192896246908 6.9256762415170661 7.066667601466178 25.962080061435699
leaf_count=56 264 56 160 56 41 31 43 47 64 57 55 78 309 59 76 101 32 111 737 113 59 93 96 118 311 36 72 40 318 93 295 216 71 44 109 61 128 41 136 195 32 32 240 233 138 176 199 51 39 48 41 31 116 60 33 38 540 54 71 45 35 186
internal_value=-0.0576901 -0.0366411 -0.0210409 -0.0329544 -0.0717267 -0.0580521 -0.0256704 -0.060248 -0.0695654 -0.0476846 -0.00363898 -0.0210586 0.00379358 -0.0204636 -0.0283585 -0.0764111 -0.0618611 -0.0772666 -0.0797035 -0.0759855 -0.0778287 -0.0521995 -0.00924429 -0.0191625 -0.0776089 -0.0549967 -0.0388553 -0.0523651 -0.0233998 -0.0522617 -0.0603642 -0.0818084 -0.0686686 -0.0528893 -0.0678887 -0.0586155 -0.0678156 -0.0451533 -0.0751748 -0.07554 -0.086057 -0.0867095 -0.0779133 -0.0730017 -0.069435 -0.0635172 -0.0560236 -0.0641426 -0.0653794 -0.00416603 -0.0153072 -0.0506514 -0.0450256 -0.0652522 -0.0663009 -0.0103173 -0.0175053 -0.00402575 -0.0425439 -0.0386249 -0.046421 0.0152711
internal_weight=1436.08 574.426 346.049 205.782 861.657 220.44 57.6756 228.378 162.765 133.569 140.267 42.3941 97.8728 31.7705 191.907 641.216 21.6095 623.056 493.507 323.606 94.8085 119.428 46.9296 34.2189 302.437 110.834 27.8845 21.1691 148.45 53.3725 82.9493 84.2642 33.1646 21.419 129.549 57.6914 38.472 43.4567 71.858 274.198 52.1685 32.5967 109.392 222.03 153.189 101.561 63.8178 28.6663 66.9082 20.8661 14.6308 37.2906 30.6235 39.2613 14.7631 14.1409 95.1408 13.0113 17.9302 24.7062 17.7805 66.1023
internal_count=7516 3379 2202 1234 4137 1151 359 1177 792 740 968 270 698 203 1178 2986 110 2885 2248 1511 437 645 316 220 1397 589 162 114 934 288 427 378 162 115 637 300 189 244 337 1284 227 141 504 1057 746 513 337 144 334 144 96 203 172 196 73 95 616 90 102 144 99 495
is_linear=0
shrinkage=1


Tree=1
num_leaves=63
num_cat=0
split_feature=32 24 58 24 58 9 1 1 28 5 5 4 3 36 4 36 5 32 49 5 5 28 32 5 34 14 5 34 1 43 12 14 5 53 43 5 1 24 43 14 1 32 36 5 21 43 3 1 43 1 34 4 43 14 4 1 14 43 1 3 1 14
split_gain=444.735 169.192 104.952 50.322 36.7759 33.4157 29.4912 39.7917 28.5904 27.3196 44.2222 29.8581 42.0081 23.4203 22.554 46.0981 19.0424 17.5799 16.6591 13.8369 23.2302 13.4528 17.5533 12.4997 9.38423 13.2701 9.16307 8.93742 13.8137 14.4335 14.1961 8.45635 8.17212 7.98906 7.76035 7.75301 6.93787 6.86567 6.74864 6.6199 6.39921 6.37987 5.81238 5.72792 7.52998 5.69928 6.85367 6.2059 6.49058 5.23914 5.17504 6.23175 5.02159 4.7203 4.56467 4.54819 4.50074 4.0195 3.99139 3.88831 3.82466 3.70376
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.32500000000000007 3.9303249852141158 4.5408290460017566 1.0000000180025095e-35 0.07232818977656548 0.01941930618401207 0.52142857142857157 0.13514669502693458 1.0000000180025095e-35 0.17902930402930406 1.0000000180025095e-35 0.042572463768115944 0.25000000000000006 0.37500000000000006 0.025657894736842109 0.062418346836329859 1.0000000180025095e-35 0.17500000000000002 0.21320346320346323 1.0000000180025095e-35 0.61811868686868698 0.26393188854489169 1.0000000180025095e-35 3.6590178639248787 -0.27499999999999997 0.52500000000000013 0.59302884615384632 0.026671408250355622 1.0000000180025095e-35 -0.22499999999999998 0.01941930618401207 4.6345953588972035 1.0000000180025095e-35 -0.27499999999999997 0.57200460829493094 4.9554551764248354 0.17500000000000002 1.0000000180025095e-35 0.062418346836329859 0.41096404744368098 -0.27499999999999997 0.31936274509803925 4.500814583693912 -0.57499999999999984 4.7339486192976263 1.0000000180025095e-35 0.68750000000000011 -0.22499999999999998 0.70678160919540234 0.31311274509803927 4.7343480507649822 0.58847248576850109 -0.52499999999999991 3.4792268092965979 0.14976474159690528 3.6339835643916452 0.72137002341920387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 17 6 9 13 16 37 10 11 12 -3 50 15 41 -8 21 31 -12 -21 27 -23 33 25 -9 36 28 42 -30 40 -7 35 -16 -6 -19 -27 56 -26 -29 43 -5 -2 44 -31 47 -47 57 -49 -11 51 -1 -44 -18 -24 -34 -4 -41 -14 -50 -52 -60
right_child=2 5 8 14 34 18 7 24 -10 49 19 -13 58 -15 23 -17 53 32 -20 20 -22 22 54 -25 38 26 -28 39 29 30 -32 -33 55 -35 -36 -37 -38 -39 -40 45 -42 -43 52 -45 -46 46 -48 48 59 -51 60 -53 -54 -55 -56 -57 -58 -59 61 -61 -62 -63
leaf_value=0.0140210004928482 -0.0067260517077785279 -0.037447636267092348 -0.028107034066549741 0.024454789053263173 -0.021909126674154997 -0.052413085763816494 -0.049222938117697013 -0.021580352794927558 0.0087901382921884222 0.0038821941178803811 0.04893038423640237 0.043762817396507274 0.026207661515284544 -0.034570340376638357 -0.036742962009919437 -0.048246695542683536 0.00016614615891207631 3.9580910643448734e-05 0.016208600589610971 -0.011419398134279307 0.040650460753614878 0.022027391333491096 -0.0028491687581342507 0.0027413483818538439 -0.0020251305687781908 -0.002334976812173953 -0.021816833845936585 0.009891239625866733 -0.031587443247080238 -0.011487402352341965 -0.021222181275486317 -0.0093693140814631974 0.0099628424065525256 -0.054428519563100783 -0.051481345253924816 0.048537301261621084 0.032972463219178981 -0.022630983779758907 -0.031615814492364863 -0.0084062896265278443 0.04076906972479194 -0.0041457373969094264 -0.011288579184856096 0.029511391163931505 0.02130263528378807 -0.04008720637133277 -0.015089244368022676 -0.035223136031789469 -0.0095475783249359958 -0.018291018596487036 0.017541394484217238 0.051002045857437776 -0.043417059501804481 -0.029034678255935795 -0.03656026742432418 -0.024921871687191288 -0.049479704203410454 -0.032202223587236053 0.013284653412112693 0.018491026223934 -0.011208072821251164 -0.0038738007083296932
leaf_weight=31.842411831021309 8.6287323683500272 15.826580688357351 11.460118055343626 14.118602052330971 12.753197923302649 9.4895321726799065 41.300953954458237 11.744708389043806 8.0390575081109983 24.22412520647049 54.118717685341835 25.073408752679825 20.432623475790024 11.068123698234556 175.89225326478481 21.029244735836983 10.816407009959223 5.9844480007886904 8.9597098380327207 11.033123567700384 23.757974356412888 16.282675117254257 6.8625747114419964 6.2454167902469626 13.979959905147554 6.4836804121732774 4.545793965458869 4.2155926376581183 15.855977937579153 18.759596183896068 18.320714607834816 7.9941073209047309 6.0056656599044782 29.599581137299538 29.139350906014442 6.2157752513885498 17.766842380166054 10.85559034347534 14.601874679327009 8.8803423047065717 5.2960076332092276 13.085235431790352 6.4632587432861319 6.9428009390830985 9.2298589795827848 43.557969748973846 14.302979707717894 6.0318702608346966 12.934004932641985 15.308643385767935 6.4053660482168224 4.7966594398021689 20.5572734028101 8.4400387406349164 8.6675014197826368 6.8139273971319199 271.60044208168983 35.491544708609581 109.37414014339447 6.533274143934249 11.02921114861965 11.955706670880316
leaf_count=199 48 73 56 93 65 39 176 60 49 144 399 181 136 52 818 90 63 35 57 60 169 106 39 37 80 37 23 26 76 102 94 44 37 121 122 46 122 55 70 49 38 74 35 47 60 198 76 28 71 80 41 36 91 41 40 34 1156 170 682 42 60 68
internal_value=-0.0182876 0.00214975 -0.0319269 -0.0241888 -0.0172749 0.0157917 -0.0117241 -0.0199955 -0.0462018 0.0185535 0.0219472 0.0134264 0.00851226 0.00466123 -0.0338608 -0.015055 -0.037721 -0.0157375 -0.0163705 0.0393162 0.0239955 -0.0179433 0.000210842 -0.0380982 -0.00431595 0.00484759 0.0159078 -0.0203527 -0.0138779 -0.00638392 0.00042376 -0.0333999 0.00811564 -0.0393701 -0.0427682 0.0256164 0.0233453 -0.0477313 -0.0174655 -0.0256787 0.0104864 0.0105489 -0.0292285 0.00551853 -0.000387225 -0.0269131 -0.0340844 -0.0208086 -0.00857611 -0.00460199 0.0128997 0.0192759 -0.0360918 -0.012491 -0.0222708 -0.0082164 -0.048656 -0.0276335 0.0137311 0 -0.000226288 0.0115409
internal_weight=1435.02 574.263 860.76 558.805 236.715 337.548 194.822 129.68 301.955 311.105 271.572 182.662 157.589 65.1418 259.97 48.2331 60.5574 298.834 26.4433 88.9098 34.7911 273.815 31.8128 211.737 69.1229 40.541 28.7963 242.002 110.054 74.405 58.549 17.4836 25.0198 205.492 41.8925 12.2002 24.2505 293.916 28.5818 131.948 40.2283 27.2038 35.6493 34.9323 27.9895 127.732 57.8609 69.871 25.4991 39.5328 54.0736 36.6391 27.0205 19.2564 15.5301 12.8196 283.061 44.3719 141.762 19.4673 17.4346 121.33
internal_count=7516 3379 4137 2821 1247 2132 1060 672 1316 1992 1768 1140 959 388 1233 257 280 1588 140 628 229 1436 185 976 392 242 182 1251 591 417 341 83 152 939 187 81 159 1267 150 660 247 167 174 209 162 634 274 360 141 224 336 235 126 104 79 71 1212 219 886 113 101 750
is_linear=0
shrinkage=0.03


Tree=2
num_leaves=63
num_cat=0
split_feature=32 13 24 58 26 5 5 32 13 3 42 24 26 26 11 58 13 26 28 42 1 34 42 28 32 42 1 26 26 5 32 1 24 26 35 24 32 11 45 42 13 1 28 42 14 1 42 42 35 26 5 14 14 42 1 42 4 9 50 14 29 50
split_gain=419.416 172.093 118.677 99.2745 117.938 38.6527 37.0093 34.649 62.6857 33.5925 31.3606 29.8534 34.4476 30.8918 29.6022 48.2283 28.0319 28.1872 27.0461 22.947 26.7979 22.1759 19.0488 17.509 16.1888 15.4108 12.6182 12.5013 26.9355 11.8053 11.4768 10.3324 9.69635 10.2221 11.2421 7.74866 7.1689 10.688 7.1597 6.95129 6.90746 6.62888 5.3084 5.91169 5.87574 5.90737 5.12211 5.03099 4.73028 8.82355 4.64434 4.5099 4.34294 4.17171 4.08106 4.02711 3.84857 3.68656 3.55598 3.98276 3.4492 3.38921
threshold=1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 0.025657894736842109 0.01941930618401207 0.15000000000000005 0.90000000000000013 0.13514669502693458 5.0005279307147701 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 0.74047860581083624 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 5.0315115408785305 5.0796373003381596 1.0000000180025095e-35 4.352747819918128 1.0000000180025095e-35 0.17500000000000002 3.8222509892493988 3.6166825895759684 6.5000000000000009 3.5000000000000004 0.025657894736842109 0.17500000000000002 4.9042169434880387 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.16500000000000004 0.73195602022507955 0.92222222222222239 4.3298514159003032 1.0000000180025095e-35 4.8859497000344776 1.0000000180025095e-35 4.9763905204053005 0.60676291793313075 4.847533523467404 3.5591881646294836 3.5368030955064285 1.0000000180025095e-35 6.5000000000000009 0.28759398496240607 0.69416099773242645 0.63299319727891168 3.6446542398839057 4.5626574477361794 3.7666825895759684 0.31142241379310348 0.37500000000000006 1.7585441243211084 0.72137002341920387 1.5000000000000002 3.2806961417784364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 7 6 9 -2 10 40 22 12 13 21 25 26 17 23 27 20 39 -3 53 30 -19 -1 51 28 -5 -24 36 52 33 34 -18 -29 37 -6 -38 50 -4 46 43 44 -28 55 -32 -11 -17 -50 56 -16 -25 -9 -27 -46 -7 -34 -49 -60 -8 -45
right_child=3 11 5 18 16 19 60 8 -10 47 -12 -13 -14 -15 15 48 32 24 -20 -21 -22 -23 29 31 -26 54 42 35 -30 -31 41 -33 57 -35 -36 -37 38 -39 -40 -41 -42 -43 -44 61 45 -47 -48 58 49 -51 -52 -53 -54 -55 -56 -57 -58 -59 59 -61 -62 -63
leaf_value=-0.014956779435628616 -0.037771963290584055 0.045069912230151075 -0.013898970955885477 -0.043983823746648068 -0.038008863957006492 0.029545616989611497 0.05182367532325366 -0.0038902191765168926 0.059152329156289755 0.022776797496519261 0.053395353149002164 0.04816385543651653 0.059081937535710581 -0.054662645989988073 0.0244904452357699 -0.055217885618476348 -0.027504683306697045 -0.056037013725101545 0.008530610531213241 0.040276899322634903 -0.055089916803728725 -0.013418923937545228 -0.0045087233611923504 0.042242269579270297 -0.012054330022190257 -0.052287796825211286 -0.046946004235414035 -0.049510279577162385 0.023267696382758486 -0.051465672477026284 -0.012518955529506513 -0.029733868435071552 -0.038240321626842405 -0.034585731455056029 0.010607073336122097 -0.021983596193601733 -0.033954613936066837 0.011171703988295027 -0.0015019717114276691 -0.023206890454746568 -0.053909031169027392 -0.033711058396382193 0.0069773226628794625 0.023358546491740868 -0.0094811076828571466 0.012715044558408743 0.011884396938074327 -0.0094034356253421859 -0.045635538023687264 -0.0080745681063964514 -0.0094514899498062913 -0.0035184462074921681 0.0094609135365712003 0.015482484865353374 -0.02426422586518721 -0.033521910776162595 0.00038072280045649547 -0.052681412013293211 0.013591999440590417 -0.004225946049652189 0.027624850261289056 -0.010032716999771013
leaf_weight=17.328265607357025 14.411586821079252 11.382596611976627 10.119887784123422 19.872068569064144 6.150775924324992 6.1770207583904293 20.732678979635242 27.553785651922226 19.618025630712509 37.359052032232285 8.1725569665431959 67.937428042292595 11.556023612618445 7.2290210127830496 16.820339307188991 15.929322138428686 17.116991922259331 26.90389384329319 8.0411735624074918 6.9749338775873175 12.69548976421356 11.390986710786819 8.6441193670034426 5.5557894855737748 11.136970609426497 42.280449092388153 5.8779367208480826 255.41608069837093 7.0400932133197776 11.754328683018683 13.927907645702364 4.3988979607820502 167.90553866326809 60.016602843999863 11.229314327239992 10.846045404672621 53.763943493366241 10.21445946395397 7.3620048910379401 16.924469038844109 6.9698559045791617 5.7780247777700415 13.397131830453871 5.0022339820861799 16.224842414259914 5.7526890784502021 16.851530984044075 7.6183246672153464 16.627693057060245 9.2522541135549528 23.087185502052307 6.8655353635549536 12.257381498813627 15.223129376769064 6.808902218937873 11.438905239105223 12.482314124703406 22.169273033738136 85.994511917233467 12.335002139210699 10.026472643017767 5.3196320831775665
leaf_count=92 66 83 54 87 28 42 156 156 151 245 62 502 89 29 111 64 84 108 49 50 51 61 49 40 60 175 25 1079 46 49 75 21 769 282 69 55 254 63 42 86 28 27 81 33 89 36 104 42 72 51 127 39 75 96 34 54 73 91 538 70 68 29
internal_value=-0.0177652 0.00208329 -0.00588577 -0.0310258 -0.0234976 0.00699379 0.0142765 0.00503077 0.0119457 0.00842224 -0.00107952 0.0358876 0.0155409 -0.00131121 -0.0237122 -0.0151927 -0.0301503 -0.0205941 -0.0449298 -0.0106911 -0.0158548 0.0156914 -0.0083675 -0.0141155 -0.0434478 -0.0400111 -0.00233078 -0.0464214 -0.026128 -0.0320953 -0.0188752 0.0100059 -0.0360919 -0.0275251 -0.0122281 -0.0484289 -0.0254176 -0.00718604 -0.0301615 -0.00710474 -0.0309985 -0.00478121 -0.00940495 -0.0139591 -0.019282 -0.0139871 0.000638505 0.0132017 -0.0415835 -0.0326022 -0.000354192 0.0161592 0.0203737 0.00290435 -0.0486368 -0.0198065 0.0105646 -0.0400098 0.00973232 0.0112919 0.0443589 0.00571569
internal_weight=1433.25 573.919 464.423 859.332 558.117 269.497 191.156 105.378 90.9659 160.397 71.3479 109.496 41.5586 30.0026 194.926 128.509 452.739 174.302 301.215 78.3414 71.3665 22.7736 63.1754 136.261 38.0409 66.4176 86.6992 293.174 26.9122 20.3984 114.049 22.2121 278.438 88.3629 28.3463 266.262 77.4912 16.3652 61.1259 58.671 17.0897 36.5575 63.0134 49.6162 39.2944 33.4164 30.7794 143.307 41.8093 25.8799 41.7465 23.6859 17.8132 42.7769 49.0894 27.6637 18.6593 190.075 105.948 98.3295 30.7592 10.3219
internal_count=7516 3379 2615 4137 2821 1630 1201 629 563 977 412 764 262 173 985 684 2192 897 1316 429 379 144 350 729 168 301 497 1267 133 98 593 136 1295 435 153 1134 387 91 296 328 82 206 347 266 204 179 179 895 187 123 242 150 115 252 209 143 115 860 650 608 224 62
is_linear=0
shrinkage=0.03


Tree=3
num_leaves=63
num_cat=0
split_feature=32 31 13 58 26 31 13 26 5 5 13 28 13 13 36 31 26 28 5 0 1 0 1 24 58 0 36 11 25 0 26 26 31 0 36 50 0 1 1 32 28 26 50 5 50 1 9 0 12 1 14 31 32 26 5 12 14 26 32 5 14 1
split_gain=395.849 202.123 144.795 94.1202 111.302 65.7583 55.7258 50.2925 32.8926 48.6437 36.2941 28.5102 27.6844 26.5088 62.7526 33.6747 47.9532 25.6307 20.7525 22.2447 18.4853 21.1732 16.8096 16.253 14.0952 18.4818 17.4455 13.2809 12.3384 23.9165 11.8635 25.4648 13.4582 11.514 11.368 9.6828 9.11732 9.0033 8.75064 5.07618 4.48934 4.42244 4.29702 4.25539 4.17891 3.9965 3.90224 3.82653 7.3463 5.02736 3.70707 3.69472 3.50164 3.36252 4.25412 3.43862 3.65684 3.34759 4.14474 3.28665 3.15992 5.02888
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 0.90000000000000013 7.5000000000000009 0.025657894736842109 0.01941930618401207 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 0.025657894736842109 49.500000000000007 4.8859497000344776 34.500000000000007 4.3912231078741621 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 1.0000000180025095e-35 0.7516845692360733 1.0000000180025095e-35 39.500000000000007 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1172.0000000000002 1.0000000180025095e-35 3.1307312134163801 38.500000000000007 3.9303249852141158 3.7666825895759684 0.17500000000000002 1.0000000180025095e-35 12.500000000000002 2.7040907083446837 0.22048611111111113 3.4150731631156739 3.6278900514789654 0.37500000000000006 1172.0000000000002 0.52500000000000013 4.4557053684909791 0.67664992826398873 0.12000000000000002 0.17500000000000002 6.5000000000000009 0.3943381180223286 0.57500000000000007 0.6761982570806101 9.5000000000000018 0.16500000000000004 0.24662162162162166 0.59594926350245514 4.9210538951294289
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 4 5 6 18 12 9 10 27 28 23 14 20 16 -15 30 19 37 21 -6 41 24 25 43 38 -3 -9 -30 31 -5 57 53 -18 -14 -13 39 -27 -2 42 -16 51 -1 -29 -46 -17 48 49 -20 -26 -23 -42 -10 55 56 -55 58 -32 -58 -40 -62
right_child=3 2 -4 17 13 -7 -8 11 33 -11 -12 36 35 15 22 46 34 -19 47 -21 -22 40 -24 -25 50 26 -28 44 29 -31 32 -33 -34 -35 -36 -37 -38 -39 60 -41 52 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53 -54 54 -56 -57 59 -59 -60 -61 61 -63
leaf_value=-0.043458506224093502 0.027589687041003778 -0.027457854172741509 0.056749467009891648 -0.042815190899004693 -0.025575702350352596 -0.054700929021111247 0.057590715695612853 -0.05589928797232098 -0.019661111736984135 0.049442768521222119 -0.053264654722508444 -0.018763622217624995 0.056490744197050968 0.045257929567617934 -0.037211188417928746 -0.038102579138799109 -0.036921879409599165 0.0082791087606673575 -0.00063920033292166249 0.056062591755818243 -0.031424016868181096 -0.016855446572519785 -0.0030078044048734076 0.018895879567647253 -0.020948947811060742 0.018823288339854829 -0.039177413070929888 0.010696834182532889 -0.04352179920571151 0.014763576684496167 -0.052618667587407644 0.022566266974545054 -0.016353035834054796 -0.035166862476211376 0.0036890116872044239 0.010103265570856218 0.026075451377938347 -0.024176804663679188 -0.027054459908831756 0.00056720272797094735 0.046385566788656067 -0.054028140020440978 0.015556072872249273 -0.013454862626855565 0.040941565359673485 0.011373461200969277 -0.051554740113289116 -0.039582877591348577 0.01150278240378595 -0.039211599036268016 -0.050916664814958282 0.010431735211372976 0.013324306766342026 -0.0081290693869327055 -0.022840060498682931 0.02105017444715291 -0.0019015438202194205 -0.051735532140139665 -0.038024090342682018 0.023174203945640189 -0.014504203516020402 0.018680004011732074
leaf_weight=16.218906164169315 10.647781699895859 7.5509712100028983 65.051163449883461 19.808429941535 16.500520586967468 14.168076306581495 20.511200681328773 40.768313333392143 10.235018894076346 29.09181173145771 8.187366768717764 10.076524138450624 5.0588255971670177 10.206316128373144 47.189900174736977 205.84878344833851 27.408916801214218 8.0429308861494047 5.214120000600821 8.9509597271680814 15.939594209194182 8.9747218787670153 10.919610559940336 11.28175115585327 6.9157780706882503 21.523331969976425 9.5191702842712385 135.51902714371681 29.168287202715874 7.7932897806167594 33.733426421880722 7.0472539365291587 12.991345092654226 12.488785669207571 7.6216669380664817 20.551021441817284 6.5569022893905631 7.9536026269197455 5.5343877822160747 15.917022004723549 5.5665275454521161 26.924124926328659 26.082038700580597 6.9529494643211356 8.7858897298574465 9.3351583927869779 26.68232536315918 6.2539265751838675 7.2729205638170233 8.3990325927734357 13.061734691262243 8.2974514961242658 7.6715669929981232 27.407253473997116 6.9400648027658454 7.0344383567571631 9.9226001501083392 158.38916347920895 60.148198351264 8.080488368868826 9.9871546477079409 6.6604000926017752
leaf_count=71 71 37 502 87 82 57 158 164 53 218 33 52 39 74 217 940 126 49 30 69 76 47 62 73 35 138 43 837 128 49 138 46 68 58 45 127 44 40 27 93 41 109 164 37 63 58 110 28 45 38 54 51 48 152 35 46 57 654 274 53 53 43
internal_value=-0.0172697 0.00201916 0.0164815 -0.0301725 -0.0228393 0.00488209 0.0143117 -0.0199093 0.00709043 0.0137051 0.00748051 -0.0366621 -0.00796477 -0.0293117 -0.0200121 -0.0350992 -0.0111704 -0.0437391 0.00152775 0.0144341 -0.00232076 0.00401245 -0.0384161 -0.0146654 -0.0186873 -0.0126428 -0.00274429 0.0106653 -0.0442738 -0.0310576 -0.0451965 -0.0253966 -0.0471579 -0.00881995 -0.027945 0.0198656 -0.000631811 0.00320581 0.00519663 0.0117478 0.0128047 -0.0435301 0.00787167 -0.0349045 0.0126112 0.0263273 -0.0397149 -0.0188789 -0.0120783 -0.0250951 -0.0411503 -0.00343408 0.0281563 -0.00392057 -0.00105009 0.00179524 -0.00113518 -0.0487063 -0.0434327 0.00915477 -0.00780741 -0.000807492
internal_weight=1430.54 573.259 345.63 857.283 557.123 105.289 91.1206 227.629 280.579 198.47 169.378 94.3633 133.265 451.834 174.066 277.768 45.2369 300.161 70.6094 43.4694 89.0324 73.0928 85.0336 107.656 96.3738 76.3963 53.2244 161.191 77.7299 36.9616 292.118 26.8557 265.262 82.1086 35.0306 25.6098 16.6334 34.5184 43.7053 26.5648 56.5923 74.114 43.3542 23.1719 153.64 18.121 232.531 27.14 20.8861 13.6132 19.9775 17.2722 13.2381 69.6199 59.3848 52.4448 45.4103 252.271 93.8816 18.0031 22.1819 16.6476
internal_count=7516 3379 2202 4137 2821 629 572 1177 1700 1246 1028 437 740 2192 897 1295 245 1316 414 273 509 433 388 574 501 412 304 995 341 177 1267 133 1134 454 171 166 96 204 261 164 351 326 262 108 958 121 1050 141 113 68 89 98 89 396 343 308 262 1066 412 110 123 96
is_linear=0
shrinkage=0.03


Tree=4
num_leaves=63
num_cat=0
split_feature=32 45 25 26 11 32 0 53 2 35 28 26 19 27 59 5 42 42 0 1 5 26 32 49 35 36 23 49 5 26 26 5 32 11 42 0 0 26 28 1 26 53 42 35 32 11 1 43 42 26 26 11 29 11 5 11 43 5 42 27 42 26
split_gain=373.987 60.0375 54.9588 50.7962 79.1078 45.3301 37.1017 36.9856 45.9155 34.7452 31.6512 29.4272 28.4067 27.6014 26.4774 25.268 24.3795 24.055 34.2106 31.7096 22.9318 18.0465 16.0008 13.3951 19.735 14.0899 12.0302 14.4972 11.2982 11.0039 10.3386 9.04034 8.37276 13.5102 7.68835 6.12132 6.45489 5.99513 7.64692 5.58647 5.51626 5.36958 4.8451 4.83925 12.101 32.4725 4.60457 4.2857 4.1973 7.17802 4.13965 4.02967 3.8616 4.89717 3.84303 3.82895 3.777 3.65036 5.64844 3.585 3.53472 11.3426
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018 0.80039597484269975 0.15000000000000005 20.500000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.025657894736842109 3.7845066141412258 5.1200721840520744 51.500000000000007 4.5408290460017566 0.025657894736842109 7.5000000000000009 0.17500000000000002 0.15500000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.2950000000000001 0.07483905579399143 7.5000000000000009 9.5000000000000018 0.22361111111111112 0.15000000000000005 0.78375227197041186 4.7224474870149153 35.500000000000007 29.500000000000004 10.500000000000002 1.0000000180025095e-35 4.5724503550461275 11.500000000000002 1.0000000180025095e-35 3.5368030955064285 1.0000000180025095e-35 0.17500000000000002 0.84958336294286541 4.5533537917988118 0.17500000000000002 3.8222509892493988 12.500000000000002 11.500000000000002 0.70135359315803292 1.5000000000000002 0.7724841377934476 0.3623737373737374 0.91132844131728363 1.0000000180025095e-35 0.28759398496240607 4.5414262367378315 1.0000000180025095e-35 3.9303249852141158 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -2 37 8 -3 34 13 21 41 28 17 -7 -4 18 19 31 52 26 -11 42 25 -25 -10 -28 32 -24 -15 60 33 -5 55 36 -17 38 56 43 -32 -12 -16 44 -34 -46 -18 59 49 -42 -41 -45 53 -21 -33 -6 -1 58 -22 -44 61 -8
right_child=3 7 16 10 9 15 14 -9 11 22 12 -13 -14 30 23 35 46 -19 -20 20 57 -23 29 24 -26 -27 27 -29 -30 -31 40 54 39 -35 -36 -37 -38 -39 -40 50 48 -43 47 51 45 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.0027840269886279727 -0.036247073187268893 -0.026784389502876274 0 -0.035734433861257277 -0.0039799519785503942 0.043225128455713947 -0.0074636576541059875 -0.025359793814397267 -0.002136957389301745 -0.042634431472037 -0.022525026193238547 0.04673961730591205 0.014751749515792877 0.012555551500126745 0.019493722431503865 -0.017282307572814945 -0.052537912416159106 0.036750447236120642 -0.053099866741294112 0.05053752163802807 0.013461685712007253 -0.021537246847881282 0.0088568598751792016 0.0083738370438051612 -0.043181023489187322 -0.04378761678889178 0.055533038404188877 0.0068798525225394714 -0.0062386997229853186 -0.02912394192302491 -0.031326518465551123 0.0093082987157662774 -0.047144308248517522 0.013313212503038572 -0.034394074772977186 -0.023819570980228567 0.023403714456399868 0.05362344646355325 0.053787101529487097 -0.029043920162916511 0.0069693845987235008 -0.047719422518134588 -0.00069681734516049726 -0.029595233681306662 -0.043523498698568384 0.0091972521982978377 -0.021760862195286213 0.018123224566427964 -0.02574274443156192 -0.02810497013191331 -0.043811824660478921 -0.049895177625353462 0.007692223725488289 0.015792969824130289 -0.019940598419226678 0.018116346234047977 0.028256942471121441 -0.016008535885575301 -0.014085786685365516 0.014198687850228046 -0.036646659679299018 -0.042979204904886777
leaf_weight=12.828005373477941 13.940776690840719 12.994587093591688 13.977530986070631 21.682980179786686 18.915882453322414 28.103533759713173 22.513383716344833 14.075445443391798 10.414760589599608 88.80947445333004 66.843964993953705 57.328833848237991 19.189439922571182 6.1184531152248374 37.94259849190712 4.8016269356012371 27.687492579221725 8.7655830979347211 17.465582013130188 10.338295072317129 14.567402675747873 9.7695581763982755 9.6871150583028811 37.359955832362175 10.803303077816961 5.1106713265180579 13.836478158831596 9.6860200762748718 8.9967814534902555 21.209843024611473 80.281513094902039 9.9579140543937701 79.244835585355759 6.2506192922592154 5.3810290843248358 6.4203174859285346 10.880162075161932 7.6190104931592932 5.5606058537960044 50.826507329940796 12.324698463082315 9.2831308990716916 55.365961253643036 12.109668582677839 34.308000057935715 14.789802700281141 6.5418384522199622 22.563375160098076 27.397595107555389 8.6555505990982038 33.034101262688637 144.31809209287167 5.9969642609357825 6.905491277575492 6.4384160786867133 10.761272892355917 9.4803097844123823 19.717483043670654 12.014909967780111 19.204045981168747 24.487305417656898 13.02320086956024
leaf_count=77 64 64 81 100 107 205 125 70 60 391 337 427 121 38 246 25 113 62 71 78 91 50 59 228 47 22 107 59 50 102 383 61 338 39 25 32 72 59 43 246 74 39 322 58 150 90 33 145 135 42 144 602 37 44 33 69 65 104 64 121 113 57
internal_value=-0.0167984 0.00195901 -0.0032489 -0.0293657 -0.0168237 0.0110969 0.000424212 0.0200423 0.0257337 -0.0284342 -0.0336689 0.0325871 -0.0175537 -0.036493 -0.00244732 0.0244538 -0.0334254 -0.0109551 -0.0135923 -0.00875764 0.00582663 0.0137587 -0.0361185 0.00530218 -0.00735227 0.0017806 0.0241619 0.0359786 -0.0404327 -0.0170425 -0.0245515 -0.0220879 -0.0411897 -0.0245293 -0.00196994 0.000142774 0.0105075 0.029616 0.0225036 -0.042422 -0.0263795 -0.0257929 0.0103409 -0.0445537 -0.0397488 -0.0275478 -0.0469907 0.00667128 -0.0179513 -0.00734626 -0.035023 -0.0484018 0.030053 0.0373082 -0.00191736 0.00389923 0.0140306 -0.00628201 0.000774299 0.0030867 -0.0274734 -0.0208147
internal_weight=1426.91 572.342 444.237 854.567 218.911 64.1464 396.03 128.106 114.03 154.765 635.656 101.036 95.3165 540.339 360.542 50.2056 48.2069 172.192 163.426 145.961 69.5405 43.7068 119.706 188.35 53.2739 42.4706 33.9373 23.5225 405.561 30.897 134.778 76.4202 396.565 27.9336 35.0582 22.1021 15.6818 35.4879 27.8689 368.631 128.659 76.1271 135.076 284.77 128.343 49.0978 34.2293 97.1334 48.3778 20.9802 83.8606 156.428 23.2408 17.2438 16.3963 29.6772 22.3083 46.2998 26.5823 74.57 60.0239 35.5366
internal_count=7516 3379 2542 4137 1151 398 2315 837 767 753 2986 703 497 2489 2071 334 227 940 878 807 418 276 552 1131 297 250 226 166 1817 161 672 389 1767 139 201 129 97 244 185 1628 634 376 834 1238 578 240 146 588 251 116 390 660 159 122 94 176 142 259 155 443 295 182
is_linear=0
shrinkage=0.03


Tree=5
num_leaves=63
num_cat=0
split_feature=32 31 58 26 45 31 42 26 28 28 53 58 4 42 14 32 2 4 45 53 50 45 31 34 45 2 25 14 28 4 31 26 26 2 26 45 31 32 32 32 32 4 32 50 43 12 2 12 14 4 50 45 4 4 14 14 50 32 14 43 4 26
split_gain=353.614 184.092 85.7268 99.0607 62.3829 60.2909 49.8314 46.5548 26.4374 23.5021 22.5275 21.1056 18.1675 19.88 24.1591 16.2781 13.326 59.1205 26.3112 20.0757 17.4328 14.4385 13.2223 12.7964 18.5171 15.3813 12.2843 13.2398 11.5963 26.0332 11.1308 12.6521 23.0794 9.91589 9.55636 10.6408 15.0825 46.2694 10.408 14.4238 7.35291 7.11846 6.62788 6.65653 6.39774 8.62854 6.24755 5.98104 5.78888 5.45246 7.28029 5.28106 10.0431 7.29917 6.282 5.27822 4.95381 4.56387 4.47507 4.45056 4.4339 4.19981
threshold=1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 8.5000000000000018 0.97500000000000009 1.0000000180025095e-35 4.4569558664948525 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.52142857142857157 5.0005279307147701 0.51653869448840439 0.53500000000000014 3.5000000000000004 0.52142857142857157 1.5000000000000002 1.0000000180025095e-35 2.9242685963818378 1.5000000000000002 0.12000000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 0.65155075187969935 1.0000000180025095e-35 0.23205128205128209 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 2.5000000000000004 12.500000000000002 0.69117647058823539 1.0000000180025095e-35 0.18500000000000003 0.17500000000000002 0.16500000000000004 0.17500000000000002 0.37998564976997429 0.16500000000000004 2.4194005465518993 -1.0000000180025095e-35 0.52500000000000013 2.5000000000000004 0.4250000000000001 0.67175839552238814 0.20761494252873566 3.1307312134163801 1.5000000000000002 0.42476927252985891 0.22540322580645164 0.66115363586659381 0.6761982570806101 3.4150731631156739 0.17500000000000002 0.62847490347490365 -0.27499999999999997 0.35067567567567576 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 6 12 33 11 26 30 15 22 13 14 -2 28 17 21 20 -20 44 -6 23 24 25 47 -9 -28 34 -30 31 32 -4 56 35 38 37 42 39 -5 -36 60 -37 -44 -18 -46 -10 -1 -13 -25 -51 53 -53 57 -55 -49 -3 59 -40 -16 -35 -42
right_child=2 4 9 10 16 -7 -8 8 46 -11 -12 48 -14 -15 51 -17 18 -19 19 -21 -22 -23 -24 49 -26 -27 27 -29 29 -31 -32 -33 -34 41 40 36 -38 -39 58 -41 61 -43 43 -45 45 -47 -48 55 -50 50 -52 52 -54 54 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.020377491231957062 -0.052105437087071549 0.010900479646892107 -0.04064738862998258 0.0084853611659801084 0.0014925640441968569 -0.052701275856779903 -0.050808207610991807 -0.054231296578106436 0.024638325476480871 0.0081671075817993238 -0.049120254693195434 -0.0098597724589961442 0.05189106169410606 0.050979923688676383 0.0029664629849892065 0.011284079627402015 0.051959009827360507 0.052638328642539443 0.053681030421506459 -0.0029825520465038623 -0.014577889973392098 -0.048126473885847003 0.027130283858397088 0.0028647206160052137 0.032901850532623629 -0.025182372039898277 0.00021704776601147563 -0.040085689008937588 0.017514963937510487 -0.024788654716595068 -0.01482646182362251 -0.046444157244106977 0.021629253360240901 -0.0019398923251919597 -0.052227503462788281 -0.0036865221687015313 -0.036591858834503721 -0.043036162478269906 0.017958174879144688 -0.03072189373705177 -0.051352606893898936 0.029330250681495276 0.00060999288227863531 0.046392352719493359 -0.0028427018166119105 0.047235548396232632 -0.013815577986446901 0.015586724107296964 -0.044752582014859023 0 -0.036649362347527574 0.035541959988023536 -0.011798900176262896 -0.024065953179303948 0.011965312566294798 -0.019566170489941821 0.028711868197385554 0.0024183540228067467 -0.0094278101752419408 0.042115801477536359 -0.026578821670974122 -0.024602319477095753
leaf_weight=15.501978382468225 6.1914946734905234 128.3713194578886 19.63148303329945 9.6875143349170667 13.106684178113937 14.054503872990606 13.155374884605406 40.507290095090866 5.5258599072694787 8.0418031960725767 40.874734356999397 6.8083104044199017 9.8091252297162992 8.7684930860996229 4.7116343379020691 10.203846409916876 8.1382786482572591 20.842122316360474 59.011152282357216 5.9755480438470832 11.372138679027556 8.3807738721370697 12.059520900249479 6.2408055961132041 13.382602438330649 22.403651788830757 9.6281639784574491 27.079565420746803 16.248243063688278 62.125120654702187 12.939307451248167 249.62307213246822 7.0539100021123877 34.17607793211937 26.500197321176529 8.3516231477260607 119.95254904031754 25.817191556096077 7.0395864546299007 52.745798543095589 7.3912472277879706 5.2718919068574897 4.8146484792232496 7.9853145033121109 7.5999163240194321 4.7793863415718079 11.071408987045288 6.0068943649530402 15.091974452137945 6.5745990425348309 19.282593190670013 13.871714800596239 5.3074364811182013 11.966386437416078 6.3791090846061698 9.5580221563577634 16.333494171500206 16.943523913621902 20.111727818846703 6.9712763875722903 8.1591515690088254 29.455962106585503
leaf_count=101 25 797 87 59 77 57 54 164 37 49 171 37 75 67 28 63 62 161 458 34 61 35 82 37 93 111 56 121 104 308 68 1066 46 196 108 47 550 113 45 252 30 36 28 58 44 36 59 38 65 38 89 98 29 60 40 49 111 100 110 50 40 146
internal_value=-0.016344 0.00190334 -0.0285925 -0.0215855 0.0157202 0.00459681 0.00516982 -0.0190704 -0.0352469 -0.0416133 -0.0277153 -0.00757173 0.0136161 0.00879726 0.00347522 -0.0255355 0.0312196 0.0168006 0.0374105 0.0483856 0.0146958 -0.0178491 -0.00217987 -0.00586003 0.00154302 -0.00628704 -0.0426144 -0.0294081 -0.0264992 -0.0159197 -0.0430227 -0.0443098 -0.0239238 0.00907905 -0.0290611 -0.0263695 -0.0309058 -0.0161635 -0.0178002 -0.0245348 -0.0397486 -0.00268517 0.0164517 0.0299074 0.0311948 0.0164581 -0.000514693 0.00722121 -0.0343641 -0.0213788 -0.0274375 0.00890917 0.0221452 0.0033066 -0.0112197 -0.00559356 0.0129892 0.0128373 -0.00202862 0.0271477 -0.00693219 -0.0303784
internal_weight=1422.97 571.397 851.57 554.28 344.673 104.975 205.467 226.723 93.8123 297.29 449.305 132.911 90.9202 81.1111 72.3426 408.431 139.206 42.3296 96.8764 64.9867 31.8897 21.4875 111.011 98.9511 66.8531 53.4705 77.215 36.7077 398.227 78.3734 289.248 276.308 26.6854 192.312 319.853 256.506 166.921 46.9688 89.5846 62.4333 63.3474 47.6071 21.1516 12.8 20.5176 12.3793 16.5973 31.0669 21.9003 32.098 25.8572 66.1511 19.1792 46.9719 18.3455 15.5649 144.705 28.6264 27.1513 11.6829 42.3352 36.8472
internal_count=7516 3379 4137 2821 2202 629 1234 1177 437 1316 2192 740 572 497 430 2021 968 273 695 492 203 112 638 556 392 299 341 177 1958 412 1267 1199 133 1180 1546 1262 796 246 466 311 284 272 133 86 142 80 96 188 102 164 127 405 127 278 100 87 908 178 155 78 236 176
is_linear=0
shrinkage=0.03


Tree=6
num_leaves=63
num_cat=0
split_feature=32 13 24 26 13 32 35 42 14 24 26 26 34 42 42 32 13 42 27 19 42 26 35 13 36 19 19 26 27 35 26 26 36 42 14 42 50 32 21 14 26 32 13 26 26 21 43 14 42 42 43 42 32 12 32 53 29 12 35 42 25 14
split_gain=334.532 141.441 96.9271 45.978 71.9175 56.627 38.1174 25.2138 40.748 23.2794 29.9612 25.8314 19.8783 16.5865 36.9973 15.6757 14.7735 25.2885 14.2242 12.3458 20.0468 11.6589 15.4383 21.4171 37.4855 19.3185 9.53788 9.476 9.38348 7.67169 12.4954 13.8216 11.9115 9.92416 5.77822 5.67277 5.55123 5.36237 5.81385 5.19379 5.1889 5.10994 4.98284 7.33142 4.80818 6.72993 4.52681 4.49584 4.09866 6.04314 3.49366 3.39473 3.39007 3.34834 3.32298 3.61273 3.30127 3.15525 2.93809 3.5796 2.85966 2.76163
threshold=1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 0.15000000000000005 1.0000000180025095e-35 4.9869157021011983 0.56316489361702138 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 3.7666825895759684 4.6907213539591348 0.17500000000000002 0.90000000000000013 4.8244373509905714 1.0000000180025095e-35 1.0000000180025095e-35 4.8244373509905714 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.59594926350245514 4.8027942719406207 3.3361473422153938 0.16500000000000004 0.37479088507391733 0.62414383561643849 11.500000000000002 0.53500000000000014 1.0000000180025095e-35 12.500000000000002 7.5000000000000009 0.30755568841877889 -0.27499999999999997 0.72137002341920387 4.6671121786567591 3.9303249852141158 -1.0000000180025095e-35 3.6161845113717574 0.16500000000000004 0.52500000000000013 0.18500000000000003 1.0000000180025095e-35 1.5000000000000002 0.37500000000000006 1.0000000180025095e-35 4.5184800837290524 1.0000000180025095e-35 0.66565040650406515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 6 -6 37 8 -4 10 11 12 -3 28 60 52 17 -7 21 20 35 22 23 24 26 41 61 -20 29 30 32 -32 33 -1 -16 46 -36 -2 53 -28 58 -24 43 -42 45 -17 51 -21 49 -48 -31 -10 -8 -39 55 -25 -22 -41 -29 -60 -15 -5
right_child=3 9 7 18 5 16 15 -9 19 -11 -12 -13 -14 14 34 44 -18 -19 27 47 56 -23 25 54 -26 -27 39 40 -30 50 31 -33 -34 -35 36 -37 -38 38 -40 57 42 -43 -44 -45 -46 -47 48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 59 -61 -62 -63
leaf_value=-0.021247955721890713 0.027164534660436647 0.042257815990988892 -0.0505196743187546 0 -0.037162652227149547 -0.024380426442686037 -0.044739525062856209 0.038250800768925834 -0.0026087562137500188 0.043631371867501045 0.055398286669551572 -0.050391863415926559 -0.013169512917696649 -0.03569006518969859 -0.020904819821443793 -0.020448954783479956 0.053946630216696254 0.051975107258143825 0.012428291031994155 0.01401613546518104 0.040165524113096901 -0.040902194623085614 -0.024145267171638982 -0.027426433549584326 -0.038372935491273012 -0.044518214884654246 0.041880316070335287 -0.022894902102478847 0.012349889847262149 -0.013906745316681112 -0.043878930502453645 0.0012815696058102589 -0.033544699626433618 0.016711071429403781 0.027386742327680551 -0.034038732356503724 -0.0053582085444799487 -0.0047900619203339609 0.016089045898642459 -0.0010451452398953674 0.0087092201157271242 0.0050295629192139389 -0.025287319030502697 -0.026619028462418422 -0.02387760075093209 0.022520416413638375 -0.0014663679216352374 -0.0041539620016553883 0.013375204736951059 -0.020796082894214044 -0.039963300597511069 0.02727083104430068 -0.031682739892128255 -0.029905876973699709 -0.044687813151661114 -0.046745382446887106 0.0081584310101289088 0.023030009266243621 -0.039318365034316211 -0.012865982130501503 -0.050285522576438174 -0.023985627864245122
leaf_weight=7.9168645143508902 5.5156670808792105 11.342820912599567 11.702829644083975 10.108133032917978 12.547203719615935 7.5570033788681013 54.925350144505501 20.325520619750023 6.8560652136802656 67.001011595129967 11.4757774323225 7.1067007333040229 11.379423394799232 32.266113460063934 9.2581556588411349 7.0459530502557737 19.438745081424713 7.5709344446659088 6.1115220189094535 122.86761152744293 9.9776762723922712 169.21533288061619 33.018039226531982 72.981824740767479 28.500147238373756 111.08300916850567 6.0711412131786373 37.852303266525269 11.241728141903875 8.2993823140859622 16.169731020927433 9.3011405467987043 7.7376031130552283 25.088539123535156 7.5531447678804424 6.4414673596620551 11.006365075707434 20.044157430529598 9.0894391089677793 10.418997302651407 12.708764404058458 5.9894737750291815 26.823559179902077 8.6164122968912107 23.567773446440697 5.7770287245512009 31.641605466604233 12.975632175803183 6.7510650753974906 28.00863228738308 15.056542828679083 5.9976348131895065 37.831551373004913 6.4923437237739554 21.583238422870636 11.612028002738951 4.9565102010965338 8.3379125297069532 35.470931217074394 6.3969573825597754 32.353132352232933 7.6530774831771842
leaf_count=40 37 83 48 58 57 38 237 148 39 502 89 29 61 149 47 36 151 59 38 777 73 752 164 355 129 481 44 190 70 44 70 55 36 160 51 30 62 113 58 60 77 36 132 42 117 38 182 74 43 144 67 41 179 31 93 49 31 55 159 34 134 38
internal_value=-0.0159118 0.00185017 -0.00537914 -0.0278574 -0.015883 0.0167921 -0.0249676 0.0062636 0.00359102 0.03268 0.0146465 -0.00109625 0.014365 -0.0215765 -0.0307988 -0.0329678 0.0366506 0.0136206 -0.0319701 0.00633468 -0.00157639 -0.0343446 -0.0309136 -0.0247648 -0.011842 -0.0380932 0.00586833 -0.0230866 -0.0130167 -0.0162877 -0.0108749 -0.0272725 -0.000394028 0.00735217 -0.00162161 -0.00723905 0.00779804 3.89553e-05 -0.0041214 0.0179066 -0.0248477 -0.0195097 -0.0166625 -0.00540107 -0.0158806 -0.000581049 -0.00490519 0.0122329 -0.00811318 -0.010682 -0.0311557 0.0110779 -0.0395584 -0.011337 -0.0333222 -0.0302531 0.0301873 0.00947042 -0.0296621 -0.0354997 -0.0432228 -0.0106377
internal_weight=1418.01 570.056 461.751 847.956 217.403 47.1139 170.289 268.502 248.177 108.306 41.3047 29.8289 22.7222 193.248 92.4369 129.148 34.5667 15.1279 630.553 236.474 100.631 496.572 327.357 177.266 71.0894 150.091 42.5893 133.98 100.812 89.5698 66.2139 25.4709 40.743 33.0054 27.8177 85.6965 18.5595 41.1416 35.6259 24.8281 127.869 39.0075 48.1487 21.3252 36.3908 12.823 79.255 135.843 66.4013 59.6502 23.3559 12.8537 92.7569 26.5365 106.177 84.5939 14.9342 18.7569 79.7202 41.8679 64.6192 17.7612
internal_count=7516 3379 2615 4137 1151 305 846 1630 1482 764 262 173 144 985 443 607 248 97 2986 1434 583 2314 1562 881 384 681 255 672 542 472 361 125 236 200 160 479 113 239 202 159 634 200 251 119 191 74 449 851 369 326 111 80 416 144 497 404 104 115 383 193 283 96
is_linear=0
shrinkage=0.03


Tree=7
num_leaves=63
num_cat=0
split_feature=31 58 26 25 34 13 26 13 31 26 13 42 42 28 26 25 34 31 42 14 45 25 13 25 57 13 1 1 42 14 26 28 42 1 42 27 1 1 12 1 2 13 2 14 31 36 26 53 26 26 42 13 21 31 31 21 21 14 45 1 27 13
split_gain=242.764 134.511 86.7594 62.2978 58.5816 70.3011 32.7589 31.6843 30.0078 54.7727 53.6877 28.88 32.4346 25.0422 23.9887 22.3267 24.7223 19.4977 19.3911 26.9704 19.2251 52.4415 90.3623 22.894 14.5009 13.0609 12.7811 12.5159 12.0234 10.2436 9.26225 8.978 8.67945 8.53061 8.08602 7.98182 7.77645 7.75349 7.49 19.2867 7.21678 7.10273 6.76617 5.61692 4.62261 4.61832 8.74655 4.52429 5.30689 8.04559 4.31005 4.08128 3.96841 3.88711 3.69886 3.63818 3.3259 3.29815 3.29651 3.25431 3.21865 3.16927
threshold=0.16000000000000003 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 0.90000000000000013 5.0005279307147701 3.8574466511864682 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.9869157021011983 0.5796825396825398 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 3.885512953955101 4.5626574477361794 4.8244373509905714 0.63943957300800625 9.5000000000000018 1.0000000180025095e-35 5.0005279307147701 3.7885744636323824 3.6590178639248787 1.0000000180025095e-35 3.9303249852141158 3.6166825895759684 0.57500000000000007 4.8228959261055762 3.5000000000000004 0.90000000000000013 3.5000000000000004 0.65086852351003299 0.23000000000000004 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 14.500000000000002 12.500000000000002 3.5876490396180452 1.0000000180025095e-35 0.37321967233550757 0.23000000000000004 0.23000000000000004 0.3181400228784238 0.32321967233550752 0.62414383561643849 0.97500000000000009 3.388574463632382 1.0000000180025095e-35 0.90000000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 18 24 54 10 58 11 12 29 17 20 16 -12 30 19 -2 23 31 27 36 34 32 55 -23 42 52 45 51 33 -26 50 40 57 -31 39 -14 -25 -24 -28 -13 -36 -3 -47 48 49 -9 -6 -22 56 -27 -8 59 -1 -4 -10 -21 -53 -33
right_child=3 13 14 -5 6 -7 7 47 9 -11 15 43 38 -15 -16 -17 -18 -19 -20 26 21 22 41 35 25 53 28 -29 -30 37 -32 61 -34 -35 44 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 60 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.018555067955012956 -0.048919794010236058 -0.041286008283701166 0.034064801847650171 -0.050858041749442501 0.0003195981678188674 0.051767004264497631 -0.008126017273670301 -0.031900221349512377 0.00903587372888324 -0.051364800029955665 0.040670753405839304 0.045909389552364469 -0.031545331580980544 0.0096817098699027906 -0.05060736939806771 0.053506019170109449 -0.024160646752604036 0.0050829753350674738 0.043031130314497137 0.0036847532085976719 -0.018627579075718752 -0.048344444203857251 0.023299376002482726 -0.033343261623934181 0.012796865930391732 0.016689505002537644 -0.025355472739909037 -0.0088789295538804804 0.026910802442345855 0.011107599625176288 -0.047638064257181853 -0.032147064801907176 0.041605103646387816 -0.0089120202474252605 -0.020793076420171325 -0.0022693925592336549 -0.016861045234965004 -0.014527608253547892 -0.051572608514295508 0.017523257079463582 0 0.060777993269519909 -0.0017806926843163277 0.0039482850128674451 -0.0020612265750580448 -0.0050789057746538947 -0.035462424384115343 -0.044368333906915268 -0.0497929359215517 -0.0090598587562138264 0.033244096621637388 -0.043917706045378285 0.031580798803301321 0.044405970617301171 0.011293785613896237 0.010423108117254734 -0.0058014873412374534 0.0088947137694800685 0.042150426660604985 0.031132401594218508 -0.030018001042485722 -0.015269046699272282
leaf_weight=11.251975134015089 7.9820740073919287 83.383486524224281 6.4393189698457745 19.703931167721748 13.450821563601496 38.610833629965782 12.97468017041683 31.105983480811119 6.2603123039007169 25.115023031830788 10.924825310707092 10.372263059020041 36.331189393997192 8.5268349647521955 31.262652739882469 22.179163053631783 9.8142595887184143 7.570617899298667 12.247609078884123 5.7336602956056621 9.2001927644014341 19.540445089340214 8.6885359883308411 40.5395338088274 31.335800647735596 9.9371051788330096 16.112860262393951 12.239510014653204 9.5513627976179105 15.456825256347654 172.03383682668209 21.652091503143311 5.0989874154329291 33.334280103445053 30.303171828389168 13.919661715626715 8.6718367934226972 31.855310961604118 9.8336472660303098 8.6744399368762952 6.5858333557844153 12.563584506511688 35.410708904266357 4.4450618326663962 20.722908407449722 11.428299739956854 41.325836271047592 14.374691873788832 7.0806767940521231 26.973962172865868 4.8748696148395529 96.271173760294914 10.170500412583349 10.923818320035933 25.34147547185421 65.198014199733734 8.3806203603744489 20.78465324640274 5.7626049667596817 17.365287914872169 23.940777778625488 23.582199096679688
leaf_count=72 33 369 45 81 79 304 71 148 39 103 80 78 173 52 129 173 49 45 92 35 47 82 57 190 197 65 80 67 66 96 728 102 38 185 155 79 45 169 40 56 38 97 204 27 120 64 190 62 29 148 34 419 70 83 157 405 47 127 43 120 114 124
internal_value=-0.0154977 -0.0247828 -0.0161381 0.00114503 0.00328559 0.0153169 -0.00571383 -0.0177096 -0.00160715 -0.0262093 0.00320044 -0.0054037 -0.00991186 -0.0402793 -0.0253768 0.0326526 0.00976662 -0.0416528 0.00693232 0.00403344 -0.0228988 -0.0276819 -0.00142673 -0.0115693 0.00309651 0.011013 0.00696487 -0.0334832 -0.00350249 0.00256668 -0.042823 -0.0356093 0.00464728 0.00152152 -0.00716458 -0.022746 0.00729257 -0.00601483 -0.0275138 -0.0219194 -0.0286324 0.0460953 -0.00933872 0.0339412 -0.0133405 -0.0366333 -0.0290377 -0.0284948 -0.0247762 -0.021463 0.00966616 -0.0397228 0.016339 0.031772 0.00455399 0.0142645 0.00790173 0.015272 0.0258286 0.0246669 -0.0412538 -0.023586
internal_weight=1412.73 906.979 582.71 505.75 486.046 208.212 277.833 117.851 226.828 37.1379 189.69 146.772 131.955 324.269 355.882 42.9182 20.7391 315.742 169.602 157.354 324.619 227.679 53.0321 96.9408 159.982 90.63 149.372 31.78 61.0749 77.1152 308.171 174.646 69.7691 64.6701 69.3518 61.045 35.8958 47.3121 54.8393 45.0056 47.1254 21.2521 51.5236 14.8173 51.0261 136.138 52.7541 79.5353 65.1606 58.0799 18.3257 129.412 29.8031 20.8609 38.3162 88.297 19.6326 27.224 12.0229 23.0989 120.212 45.2343
internal_count=7516 4525 3077 2991 2910 1339 1571 615 1315 185 1130 828 723 1448 1762 302 129 1396 1035 943 1633 1109 303 524 956 568 910 149 350 454 1351 806 420 382 388 307 217 265 269 229 228 154 284 105 275 623 254 387 325 296 113 580 189 148 228 560 119 172 82 155 533 226
is_linear=0
shrinkage=0.03


Tree=8
num_leaves=63
num_cat=0
split_feature=32 13 24 28 0 4 5 5 3 4 35 36 36 32 24 28 34 42 0 42 32 36 13 42 13 43 43 0 1 25 14 1 35 36 14 42 13 14 13 43 42 5 5 0 3 43 14 14 32 43 3 4 1 32 14 21 42 29 1 54 32 35
split_gain=301.676 128.705 87.1636 34.2039 30.9697 29.7079 28.0659 29.3228 25.908 25.5719 40.5913 51.3736 33.9666 30.4602 21.0467 18.0973 17.7248 17.1604 21.1838 14.8231 14.0898 13.8213 13.1144 23.4393 12.7478 11.3596 10.0461 7.64215 16.2303 7.52644 9.17728 10.1293 7.60112 9.79401 7.29566 6.46951 5.95375 5.6566 5.52362 5.24588 4.95328 4.70922 4.55193 4.44541 4.42565 4.12399 3.98478 3.87078 3.71916 3.67453 3.56914 3.54608 3.47774 3.45683 3.37132 3.16717 3.07142 3.03874 2.87544 2.84083 3.68074 3.17922
threshold=1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 0.20761494252873566 0.025657894736842109 0.01941930618401207 0.13514669502693458 0.12701612903225809 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25000000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.0315115408785305 42.000000000000007 3.885512953955101 0.17500000000000002 1.0000000180025095e-35 0.90000000000000013 5.0005279307147701 1.0000000180025095e-35 -0.22499999999999998 -0.27499999999999997 34.500000000000007 4.8859497000344776 1.0000000180025095e-35 0.63771551724137943 4.847533523467404 1.0000000180025095e-35 1.0000000180025095e-35 0.66115363586659381 3.9303249852141158 1.0000000180025095e-35 0.64042253521126769 1.0000000180025095e-35 -0.27499999999999997 4.3298514159003032 0.28759398496240607 0.058120507630210552 39.500000000000007 0.48750000000000004 0.25000000000000006 0.63299319727891168 0.67664992826398873 0.17500000000000002 -0.22499999999999998 0.48750000000000004 0.31142241379310348 4.6022328364453351 0.17500000000000002 0.58847248576850109 0.35797866047458726 4.9528220412222392 1.5000000000000002 4.702810210776204 1.0000000180025095e-35 0.16500000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 19 46 7 8 38 10 11 50 13 24 16 29 -3 18 40 -1 -13 -7 23 35 27 39 -18 -11 -29 30 -6 32 33 34 -32 -14 -15 -23 -4 -24 41 51 58 -42 -10 -36 -5 -34 -48 -12 53 -8 -41 55 -51 -2 -30 -9 -37 60 61 -26
right_child=3 14 6 5 15 21 17 57 44 12 49 20 22 36 -16 -17 26 -19 -20 -21 -22 37 25 -25 59 -27 -28 28 56 -31 31 -33 47 -35 45 42 -38 -39 -40 52 43 -43 -44 -45 -46 -47 48 -49 -50 54 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.014314829981779962 0.029457561174625599 0.033370113984036796 -0.012567127861144009 0.032347004663481914 -0.042177011718308323 -0.025928887983756123 0.028918793333678229 0.046257693566073288 0.015091823617130903 -0.029836648103312716 -0.03638665669589132 -0.038124734193668998 -0.0011220550097120587 -0.001752613146466028 0.041847425804234083 0.012968084645624394 0.016788374489701958 0.035113985689054057 -0.049241711712430997 -0.046390758931655653 -0.0042798014068303036 -0.014450749596941455 0.025707479082382773 0.030052280871251565 -0.026808270930478287 0.051817632172454539 -0.025236017880048294 0.029161481906693661 -0.038797074017196342 0.0021207003928439918 -0.026998826000545782 0.013090420462473652 -0.016465260011869272 -0.040406329828529951 -0.0059989484551704296 -0.032755368636015386 0.03869700607527421 0.019325239324223895 -0.048793632271937816 0.0046302020548098415 -0.033192855830402705 -0.009388697743971209 -0.044503290065900411 -0.00077040577735618414 0.0038799101469156059 0.018546892238416643 0.020414738609596098 -0.045475048966236345 -0.0072284020312812503 -0.022017800237213555 0.020481397296232422 0.00086073642847528441 -0.025282632021823341 -0.0057822396819547711 -0.045172505282595643 -0.0034036047282770482 -0.006984238418082352 0.023485266360232352 -0.0058974274483097801 -0.049768559955610817 -0.034233164793893392 -0.002374649997839086
leaf_weight=19.097235307097435 5.906728461384775 20.940647482872009 10.060638993978502 9.5076972842216509 14.572166264057158 65.193731129169464 6.1769149303436306 20.325951009988788 92.112595558166504 14.214995935559271 144.53809967637062 73.22127029299736 9.1183568984270078 6.3328198343515378 66.264848425984383 21.686671435832977 9.1887225508689898 6.8928474932909003 12.276046440005301 46.650926247239113 13.580550402402876 7.8632724732160595 5.9330221414566084 8.7264340370893461 31.342316299676895 5.2447708398103705 10.88705003261566 8.8168001472949999 6.0628565400838834 15.330112785100935 9.9671990126371366 9.1853421777486783 7.6994890123605755 9.0297516733407956 16.383481875061992 7.2480854541063335 6.0072992593050003 9.6012921184301359 6.7855560779571524 7.9694219827651978 9.3702107816934603 23.546094045042992 12.756267979741095 6.9809638112783423 51.023890271782875 9.4612981230020505 9.0829206407070178 12.883140251040457 7.730390638113021 7.5968419611454001 12.67220328748226 12.465124383568762 5.6476722657680511 19.638538971543312 132.06672102212906 4.0623380839824677 6.0049852281808853 9.8836276829242689 8.4142187237739545 10.435752883553503 150.85628785192966 6.3493935018777838
leaf_count=101 40 149 54 66 64 320 42 156 588 68 663 332 52 36 502 136 59 50 51 199 77 42 41 61 154 41 54 59 27 90 49 58 40 40 92 34 44 63 28 48 44 129 55 40 307 61 59 55 43 38 82 73 28 110 570 23 33 68 47 43 702 36
internal_value=-0.0150983 0.00179632 -0.00509855 -0.026513 -0.0205253 -0.0107209 0.0059392 0.012156 0.00696775 -0.0288563 -0.0338124 -0.0197231 -0.0223686 -0.0276386 0.0313606 -0.0117263 0.014152 -0.00919171 -0.0136755 -0.0372366 -0.0329205 -0.019584 -0.00398239 -0.0134635 -0.0300708 0.013434 -0.00572958 -0.0130163 -0.0011086 -0.0169228 -0.0202608 -0.0157988 -0.0199737 -0.0127379 -0.00540928 -0.0238445 0.0177633 0.00378679 -0.0279122 0.00241244 -0.00597259 -0.000368756 -0.0308668 -0.0198895 0.011148 0.00282988 0.0168244 -0.0351747 0.0074168 -0.0401721 0.00725784 0.0106843 -0.00752825 0.00129735 -0.0439892 0.0156732 -0.023828 0.039208 -0.0189611 -0.0330329 -0.032023 -0.0228849
internal_weight=1406.87 567.129 459.847 839.744 191.947 108.979 267.9 190.192 159.983 730.765 413.283 129.082 317.482 246.424 107.281 126.199 41.0164 77.7082 70.8154 65.7482 86.8018 82.6583 71.0583 46.2634 234.083 24.7949 20.0758 35.0996 20.8846 104.512 89.1819 74.6097 65.4244 44.8417 35.812 37.5369 12.3401 17.4646 16.8462 19.5501 58.5393 42.1881 28.4186 16.3512 143.136 25.8448 26.321 20.5826 16.8133 284.202 42.2798 18.642 13.6171 29.6076 139.664 9.96907 12.0678 30.2096 15.6623 198.984 188.548 37.6917
internal_count=7516 3379 2615 4137 985 593 1630 1201 977 3544 1935 664 1609 1202 764 685 262 429 379 300 409 425 407 249 1122 158 113 187 119 549 459 395 337 242 202 188 80 105 82 117 328 244 136 84 895 153 168 95 102 1271 255 115 76 173 608 63 60 224 81 935 892 190
is_linear=0
shrinkage=0.03


Tree=9
num_leaves=63
num_cat=0
split_feature=32 13 24 58 26 0 58 5 5 3 32 13 42 13 36 24 26 26 34 36 42 50 1 0 42 42 1 5 26 26 4 9 49 26 43 43 13 47 32 3 42 5 36 4 50 26 42 26 12 50 1 21 3 49 3 0 29 32 32 9 43 1
split_gain=285.703 121.73 82.3923 71.5521 82.2637 29.4823 39.3736 26.4664 27.8552 24.4845 23.7584 45.6827 23.6903 21.0738 49.3227 20.0924 27.3373 23.3812 16.8263 16.4135 16.2273 20.3531 15.7064 16.8945 15.1219 14.2371 13.6964 9.39567 8.58285 20.4831 8.34841 7.81068 6.58939 6.12766 6.0392 5.67493 5.29764 4.84143 4.24162 4.16509 4.13409 6.49037 4.04194 6.29068 4.02745 3.88162 3.76644 3.6701 3.61358 3.06575 3.25795 3.7057 3.00561 2.98056 5.11399 2.96887 2.90724 2.90621 3.35612 2.86065 3.85714 2.85574
threshold=1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 38.500000000000007 1.0000000180025095e-35 0.025657894736842109 0.01941930618401207 0.13514669502693458 0.15000000000000005 0.90000000000000013 5.0005279307147701 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 5.0315115408785305 1.7585441243211084 4.9042169434880387 34.500000000000007 4.352747819918128 3.885512953955101 4.3912231078741621 0.025657894736842109 6.5000000000000009 3.5000000000000004 0.39643052150191221 0.37500000000000006 0.15500000000000005 10.500000000000002 -0.22499999999999998 -0.22499999999999998 1.0000000180025095e-35 2.5000000000000004 0.17500000000000002 0.48750000000000004 4.3298514159003032 0.34891304347826091 1.0000000180025095e-35 0.40619293279766261 1.9276964374892214 8.5000000000000018 3.9303249852141158 12.500000000000002 0.52500000000000013 3.1963557881865921 3.7967622390330522 0.41253526018209052 0.34687500000000004 1.0000000180025095e-35 0.095695970695970703 39.500000000000007 1.5000000000000002 0.33500000000000002 0.18500000000000003 0.17500000000000002 -0.27499999999999997 4.9714469389116145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 10 25 19 8 9 36 -2 12 24 14 22 16 17 18 -3 30 21 -9 23 46 37 -1 47 -26 29 -5 -7 33 -24 -15 -8 57 -4 -12 -25 49 41 53 -35 -44 -40 -32 -6 -16 -46 50 51 52 -11 54 -23 -42 -10 58 -30 60 -39 -58
right_child=3 15 7 28 13 6 34 20 56 39 11 -13 -14 31 26 -17 -18 -19 -20 -21 -22 40 32 38 27 -27 -28 -29 35 -31 45 -33 -34 42 -36 -37 -38 59 44 -41 55 -43 43 -45 48 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 61 -59 -60 -61 -62 -63
leaf_value=-0.013906581327135457 -0.031519197290362011 0.039219911332103161 -0.01220709693545393 -0.036952568979088642 -0.0097076170044188542 0.011934516386855741 -0.017152205378716468 -0.043421064609796015 0.045191569822638993 0.031593231233666912 0.02549345123697375 0.051121225034573607 0.047081214777207857 -0.020745857146998177 -0.032297010286787789 0.040867001071226379 0.05286696426794988 -0.048584700664274019 -0.011921832532533148 -0.03111585339022975 0.034223494064527182 0.025017799074121289 -0.046082352571325425 0.023094664323637184 -0.003798091299716679 -0.045401278698285238 -0.0013685074004112401 -0.046019953712511483 -0.034925712100159156 0.021912265211043943 -0.020082588818585857 -0.045586250989211444 -0.0048596703040987271 -0.033402197609593315 -0.043566955031764443 -0.044503171774108015 -0.047797167112208667 -0.029756760671359891 -0.016047140802596203 0.0037643138702390575 -0.029596794061873495 -0.01659212352607543 0.00029767212860489021 -0.032536748412075496 0.015169531614467987 0.0073389148566584701 -0.040532595213883173 -0.047892817976332665 -0.011457501200433696 0.022190767647732174 -0.0092247282257847969 0.039977461193888557 0.0073955665922103755 0.029337177217591135 -0.0059675807020206891 -0.0024072928359560441 0.0072542872572271067 -0.044384434560203315 -0.019639296011575352 0.0053342575959416418 0.00065343397127260025 0.041479733787032715
leaf_weight=19.074347317218781 13.944163411855696 11.228612378239635 10.052662074565889 19.125673025846485 10.174595654010774 52.918895170092583 12.510059654712675 15.555795922875403 20.188084252178673 5.2701219618320456 6.9193559736013404 19.138384394347668 7.9886296764016143 72.014562666416168 46.089759200811386 65.830283410847187 11.369213335216044 7.0103543102741233 11.340516239404678 12.635115519165991 6.8656450808048239 6.7943795323371949 8.498104050755499 20.979655936360359 8.5922071784734744 46.248032629489899 10.875755295157431 11.514292553067206 89.845785096287727 7.051710993051528 13.244612097740175 28.655711397528648 6.5071673542261115 150.08790104091167 28.012796029448509 125.78026388585567 6.7242986261844626 6.0244619399309149 5.9246811270713797 51.019251868128777 8.3555049747228605 12.994391798973082 8.8426677882671374 11.551591873168944 25.13497826457024 6.5743374228477469 6.1559525281190863 25.783753663301468 5.1851215362548819 32.674718424677849 6.3407393246889105 4.1329014450311652 43.644635692238808 5.1426168680191031 14.590733394026755 7.2250040918588629 5.6933578699827176 28.796883940696716 18.498929925262928 21.22383014857769 8.5087971538305265 4.1662117689847946
leaf_count=101 66 83 54 87 55 330 65 68 156 37 46 151 62 366 217 502 89 29 61 60 50 45 36 138 49 199 62 49 417 46 68 123 36 701 122 547 28 29 31 307 40 68 51 54 158 40 27 109 28 217 35 30 269 35 82 41 36 125 94 127 50 32
internal_value=-0.0147131 0.00174537 -0.00496283 -0.0258575 -0.0194359 -0.0199966 -0.0114109 0.00577105 0.0118112 0.00676099 0.0045369 0.010253 -0.000827179 -0.0250758 -0.0167273 0.0305707 0.0137541 -0.00133205 0.0133797 9.68346e-05 -0.00894033 -0.0133038 -0.00108479 0.00457104 -0.00714855 -0.0363668 -0.0333531 -0.0284877 -0.03795 -0.0208221 0.00567143 -0.0303118 -0.0288994 -0.0284461 -0.0356839 -0.0396154 -0.0272202 0.00285117 0.0123201 0.0108197 -0.0045668 0.000466576 -0.0316355 -0.0181442 0.00582624 -0.0107042 -0.0220402 -0.0380924 0.0103741 0.014648 0.0103369 0.0128136 0.0102428 0.00910876 0.00373957 -0.017559 0.0382585 -0.0350306 -0.032412 -0.0014809 -0.0117781 0.02285
internal_weight=1400.84 565.428 458.649 835.415 546.316 191.218 125.896 267.431 189.907 159.859 103.854 89.91 70.7716 442.462 171.31 106.779 40.9487 29.5795 22.5691 85.373 77.5241 70.6584 88.5603 73.555 62.7829 65.3224 82.7493 20.1065 289.099 26.1774 72.7378 271.152 15.0053 242.497 40.5229 262.922 16.777 42.6764 57.2244 143.082 55.1026 39.5221 170.482 20.3943 36.2448 19.8189 16.3305 71.8735 30.3201 92.0631 59.3884 53.0477 48.9148 26.5277 21.3851 15.5805 30.0477 137.142 108.345 35.7571 14.5333 9.85957
internal_count=7516 3379 2615 4137 2821 985 685 1630 1201 977 629 563 412 2192 897 764 262 173 144 498 429 379 509 437 350 300 388 98 1316 133 438 1295 72 1172 187 1183 82 252 355 895 311 230 806 105 217 108 82 326 186 588 371 336 306 162 127 81 224 636 511 206 79 68
is_linear=0
shrinkage=0.03


Tree=10
num_leaves=63
num_cat=0
split_feature=32 13 58 26 11 42 1 32 13 42 42 28 58 26 13 36 3 26 26 1 42 1 53 42 37 36 14 11 11 45 26 26 47 50 40 26 36 11 4 14 26 11 9 26 14 47 14 32 14 42 42 42 21 4 1 14 26 14 1 3 26 11
split_gain=270.879 115.287 68.5535 77.8833 44.988 26.4885 38.4935 22.4883 43.4333 22.463 20.9124 20.6444 20.5204 22.402 20.008 46.8461 16.941 16.5047 15.8978 14.8506 14.3235 13.0737 11.7363 11.0843 11.0361 10.5604 10.5079 10.2722 10.0635 10.054 9.75045 19.4497 9.40341 9.18214 8.74295 9.94107 7.14691 6.9869 6.59954 5.95718 5.69244 5.50105 5.02168 4.90048 4.87032 4.55936 4.5327 4.50874 4.70502 4.49177 4.15448 4.13546 4.08593 4.07491 4.72827 3.99623 3.91273 3.76119 3.67935 3.63233 3.59487 3.55006
threshold=1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 8.5000000000000018 0.69858908400027009 4.9869157021011983 5.2654667634977059 0.15000000000000005 0.90000000000000013 5.0005279307147701 3.8753381686865334 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.13310480342311679 8.5000000000000018 7.5000000000000009 4.9042169434880387 4.352747819918128 4.3912231078741621 1.0000000180025095e-35 4.8244373509905714 1.0000000180025095e-35 1.0000000180025095e-35 0.66565040650406515 0.74047860581083624 0.73195602022507955 1.5000000000000002 6.5000000000000009 3.5000000000000004 3.5000000000000004 2.4194005465518993 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 0.79207412340655592 0.41172122951176043 0.74112394957983208 4.5000000000000009 0.72089874767532247 0.37500000000000006 10.500000000000002 0.66565040650406515 2.5000000000000004 0.73706512042818917 0.17500000000000002 0.62414383561643849 4.7037836835244127 4.9710537782273816 4.6671121786567591 0.42197135395913399 0.43625902544818601 4.7339486192976263 0.66565040650406515 8.5000000000000018 0.65419580419580436 4.5533537917988118 0.18634259259259262 12.500000000000002 0.88823551701593073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 10 6 12 -2 9 20 46 30 16 32 15 19 23 18 24 28 45 60 36 29 40 27 61 58 44 51 31 -4 -14 -7 35 -34 43 41 49 52 -3 -22 -12 -16 -5 -9 -1 57 -49 -38 -21 53 -29 54 -6 -15 -35 -30 -18 -26 -17 -27
right_child=2 17 11 14 5 33 -8 8 -10 -11 42 -13 13 55 22 21 25 -19 -20 50 37 -23 -24 -25 59 26 -28 39 47 -31 -32 -33 34 56 -36 -37 38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.0032078128761446633 -0.030761132669773816 0.013670256864788455 -0.036138412043571343 0.0083187750829896313 0.0077321761645336336 0.047407109639089104 -0.048375986450047842 0.0247374019987661 0.050031861896690649 0.046027094504075446 -0.042295704331095599 0.0094840991248230921 -0.044942370600310734 0.039981198499479335 -0.02128429250499024 -0.031503578677051232 -0.033700653923662345 0.039897968339474378 -0.01671565694723641 -0.041959059350507553 -0.031071998435206711 -0.001328311284914784 -0.0449566920738129 0.019251493258773043 -0.0061548013043767258 0.020677517696745713 -0.036072588401933475 0.014788714620343134 0.011235229201025458 -0.038405499211965823 -0.040337747773772206 0.021263142126859362 0.024379228873036431 0.00052175361560871257 -0.041118678602769743 -0.016633888842766661 0.026060255097896824 -0.048103539600653819 -0.02595535887847519 -0.016692256414877132 0.050641794725858842 0.009440695914495114 -0.012569607843181601 -0.031978370223348124 -0.023159843915191099 -0.0014307623109518441 -0.024785683656991464 0.029220072007252754 -0.00040406840474466459 -0.0098500775705092237 -0.0084795831596716741 0.014481311507307696 0.00039617257535462562 -0.028688654731262 -0.016221581667331224 0.0015946655804613189 0.027561228761536081 0.039349762637537068 -0.002787798433994149 0.024760096712369818 -0.046993435366865836 -0.011313893534071071
leaf_weight=18.652932628989223 13.86528857052326 6.073528558015826 18.976618736982349 5.9507608413696316 12.426212258636953 11.17706808447838 15.920527666807173 6.9229584485292426 18.975236229598522 7.9318696260452262 40.461123585700989 8.0304063558578473 13.942029960453509 5.8042258471250516 61.502704083919525 45.841827280819416 4.9723853021860149 61.918335251510143 10.212031498551367 8.4803585261106473 5.9545412361621874 10.87478832900524 39.523326396942139 9.5078359320759755 9.1327939406037313 6.4810836538672465 9.4337742477655393 137.61229453980923 11.975637331604959 12.964933961629866 252.61068194359541 7.0550266504287711 6.4068306833505622 11.274697847664358 9.5238638520240766 25.801249414682388 4.8106827586889285 8.6115228682756406 13.896820217370985 6.0298934280872336 13.703685916960238 5.4602379202842712 6.7836914956569663 142.00814069062471 14.049081638455389 35.751653224229813 6.8746318668127051 5.5220208466053 28.424786970019341 7.9519055485725403 6.4681329727172843 5.8502510339021674 21.379204258322716 9.697507515549658 17.121124640107155 4.7151329219341278 8.878231540322302 7.5924448519945136 12.183601230382918 5.0620952546596518 25.497047394514084 5.4463722705841064
leaf_count=110 66 39 87 36 75 86 67 46 151 62 179 49 60 42 311 217 23 473 55 37 28 62 171 63 53 43 43 881 75 59 1134 46 43 68 42 137 32 36 68 32 109 34 36 670 70 206 34 38 164 43 35 37 126 47 90 28 64 54 70 35 109 30
internal_value=-0.0143476 0.00169886 -0.0252385 -0.0189462 -0.00482937 -0.000715009 -0.00308032 0.00441866 0.00998532 -0.000799223 -0.0264271 -0.0371332 -0.00089719 -0.0158592 -0.0244493 -0.0163002 0.00274282 0.0298494 0.0155162 -0.00106633 -0.00694581 -0.0325769 -0.0295684 -0.0102171 0.0254218 0.00708035 -0.0126732 0.0094408 0.00442542 -0.0151954 -0.0385041 -0.0203094 -0.0234965 0.0256121 -0.0160084 -0.00819032 -0.0268632 -0.0277689 -0.0117503 0.0117577 0.0398388 -0.0113474 -0.0382249 -0.0288001 -0.013507 0.00277006 -0.00423176 0.0112643 0.00438201 0.0034162 -0.028172 -0.00824987 0.012894 -0.0118468 -0.00596181 0.0236856 0.0128824 0.022735 -0.0123782 0.0046439 -0.0372395 0.00562903
internal_weight=1393.94 563.425 830.517 543.844 457.323 384.55 353.22 103.473 89.608 70.6328 72.7724 286.673 337.3 66.1933 440.37 170.677 271.106 106.102 44.1841 88.4632 62.7009 82.2137 269.694 67.5679 33.9721 203.539 21.3612 182.177 73.5147 58.06 278.642 26.0316 55.674 31.33 41.7319 32.2081 230.17 20.0263 26.6594 165.021 19.7772 11.4148 47.2448 203.511 19.9998 42.6746 25.5276 53.5149 33.9468 12.7626 14.9485 45.0951 158.991 39.2448 29.5473 10.5194 20.1529 19.5681 17.156 14.1949 71.3389 11.9275
internal_count=7516 3379 4137 2821 2615 2256 2038 629 563 412 359 1316 1971 352 2192 897 1619 764 291 509 350 388 1295 371 236 1248 116 1132 437 308 1267 133 282 218 222 180 1124 98 143 1039 148 62 215 981 106 252 144 331 202 75 72 249 1007 212 165 70 132 129 93 88 326 73
is_linear=0
shrinkage=0.03


Tree=11
num_leaves=63
num_cat=0
split_feature=32 31 58 31 45 1 45 32 45 36 32 58 2 1 28 46 36 36 31 31 2 4 45 50 45 1 42 45 4 1 36 42 36 4 32 28 27 31 45 50 31 29 50 1 12 50 1 1 27 1 4 50 9 54 32 1 27 28 27 50 28 42
split_gain=256.963 140.998 65.7683 70.6236 49.607 39.6241 31.7708 33.6925 28.7839 37.9273 22.3364 21.5568 25.4172 26.5991 19.7421 15.6274 14.3389 13.1485 10.7627 10.3638 10.3427 45.8944 22.5305 14.8601 12.0123 9.11022 11.7496 14.7102 8.97421 10.2479 8.10064 7.82071 7.62174 7.50168 7.465 9.86833 10.4844 6.21507 14.1596 9.99117 6.51371 6.22663 6.01619 5.57183 4.98349 9.03032 3.98584 3.93765 4.24163 3.96858 3.82242 3.53324 3.51845 3.59439 3.42596 3.08134 3.03926 2.96367 5.71842 2.95487 2.88425 2.8293
threshold=1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.97500000000000009 5.0796373003381596 0.97500000000000009 0.18500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.25000000000000006 1.0000000180025095e-35 2.5000000000000004 4.4370527171589424 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.52142857142857157 1.5000000000000002 2.9242685963818378 1.5000000000000002 4.8644654116384185 4.1231023388601686 1.5000000000000002 0.39990933816863111 3.885512953955101 1.0000000180025095e-35 3.5467622390330522 1.0000000180025095e-35 0.40619293279766261 0.17500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3.1307312134163801 0.12000000000000002 1.5000000000000002 3.4150731631156739 4.6022328364453351 0.52500000000000013 2.7815080780430619 4.5408290460017566 4.2714664839669494 1.0000000180025095e-35 4.8037733451769924 0.24068965517241384 3.3536489182451987 0.37500000000000006 1.0000000180025095e-35 0.17500000000000002 3.6590178639248787 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.7040907083446837 1.0000000180025095e-35 3.9303249852141158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 6 5 28 15 25 9 50 32 12 17 61 18 16 31 19 -4 -1 21 24 23 44 -6 26 -8 43 29 42 -20 59 -9 -29 35 36 -18 38 46 -40 -39 -42 -3 -28 45 -22 -15 -31 49 -49 54 -11 53 57 60 -36 -56 58 -10 -2 -5 -14
right_child=2 4 14 8 20 -7 7 10 52 51 -12 -13 13 37 -16 -17 34 -19 30 -21 22 -23 -24 -25 -26 -27 27 33 -30 47 -32 -33 -34 -35 55 -37 -38 40 39 -41 41 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 -53 -54 -55 56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.016450718794514051 -0.023735592809933172 0.0082829712639334654 -0.03901604244858254 0.011236130171284957 0.0018579791359581443 -0.045800715759199362 0.052668295102728871 -0.029583145392617964 -0.035654117562268758 -0.046333865026865588 0.01939692458992107 -0.037268721193534547 -0.019957546877746472 -0.035162364962572551 0.0092029067081296333 -0.044017078209687095 -0.035292629656873874 -0.026216292597235763 0.016074260322642253 -0.017532939138538584 -0.0063311757531702628 0.047363067659433628 0.043844969570207455 -0.01465423366153854 -0.0438916888210149 0.048138181625872155 -0.033142246952127634 0.039876792668298584 0.043640485320004516 -0.026392969476804119 -0.031179946249105653 0.021306534155623735 0.0023456028975514772 -0.0046885695445200723 -0.011535184935060776 0.008865815043031449 -0.001546146938846651 -0.047756471864844476 0.047088694603811383 0.0010281135954968968 0.0096750409614907301 -0.03392480030931945 0.0278928385972981 0.0055853060207351245 0.046625423634311547 0.044387136338989337 -0.011671878101514278 3.144729537416109e-05 0.015394954666138315 -0.023729428922726104 -0.013138319221616308 -0.018472664077892203 -0.041933795566490614 -0.048275168150386474 0.01227374419438842 0.014537473605322048 -0.010344104623419581 -0.023069070312052076 -0.021956355610476604 0.0017087194985458106 0.040893210566470252 -0.043777909411990251
leaf_weight=40.584104619920254 6.6438919305801418 125.92584182322025 263.38554042577744 9.3202384710311872 13.070437595248222 12.990743488073347 6.6915142536163321 28.664494141936302 108.98628164827824 18.187466263771061 16.492559127509594 38.806955121457577 6.9030489027500144 9.982060641050337 8.033562093973158 15.380700170993803 40.31653867661953 10.958142541348932 5.603396996855734 9.7391979470849019 7.1778547093272262 20.036511555314064 62.692907765507698 11.316513106226919 8.0805855989456177 11.935710728168486 6.8971184790134448 11.779104202985765 5.9926442354917517 6.9594151824712744 7.0346148908138275 14.708832204341887 8.2957064956426603 4.3726674988865843 9.6102592200040835 7.0065404772758475 10.913547188043593 7.1865289658308038 5.004377722740176 24.486959159374237 6.0096619427204132 5.217927597463131 16.142625495791435 5.8036148026585579 7.8416448906064025 5.1679422706365585 22.686242327094078 17.912753999233249 9.1903736740350706 9.1784789860248548 6.6236698329448691 6.8338234573602668 33.609158970415592 11.22672116756439 13.263315126299858 6.755901187658309 8.4704360663890839 55.944080576300621 42.21769031137228 9.2417656481266004 5.0001912266015998 34.354826211929321
leaf_count=261 33 780 1199 58 77 56 53 139 503 78 110 178 35 46 49 67 187 54 35 52 41 161 492 61 35 91 32 86 45 34 33 96 51 25 52 43 62 30 38 146 39 25 111 35 61 40 122 104 58 46 35 35 149 47 83 43 46 279 212 54 37 151
internal_value=-0.0139924 0.00165173 -0.0246435 -0.0184735 0.0138086 0.00443181 -0.00541341 0.00695653 -0.0274951 -0.00996135 -0.00928546 -0.0169245 -0.0125443 -0.0204675 -0.0363565 -0.015812 -0.0115555 0.00312516 -0.0377099 0.00971165 0.0278863 0.0149724 0.0334256 0.0123561 -0.0155867 0.0253299 0.0172765 0.00855577 0.00791855 0.0066852 -0.00983716 0.00556415 -0.0222812 0.0275352 -0.0186526 -0.0236705 -0.0282542 -0.0102902 -0.0055918 0.00931074 -0.0255977 -0.0103017 0.0105894 -0.0151683 0.0277868 0.0147904 -0.0192024 -0.00599365 -0.00179301 -0.00791376 0.00712557 -0.0391691 -0.0321703 -0.0306032 0.0110658 -0.000364715 0.00317125 -0.0295709 -0.0319032 -0.00872271 0.0224252 -0.0400526
internal_weight=1386.85 561.597 825.251 541.194 339.677 204.293 221.51 100.932 319.683 67.6991 53.4528 221.92 183.113 121.832 284.057 120.578 105.197 61.2814 276.024 50.3233 135.384 41.1875 94.1969 31.504 21.151 47.4797 35.544 28.8525 191.302 185.309 12.638 30.5945 36.9602 16.1518 74.6028 58.2366 51.2301 80.5738 62.1596 29.4913 18.4141 11.2276 142.068 12.7007 20.1874 12.3458 32.6683 43.241 36.2816 27.0912 42.6779 25.0213 251.984 218.375 36.0542 16.3662 21.7338 207.148 151.204 15.8857 14.3204 41.2579
internal_count=7516 3379 4137 2821 2202 1234 1259 622 1562 372 300 1177 999 632 1316 637 570 367 1267 313 968 273 695 203 112 322 231 178 1178 1133 68 183 190 111 387 292 249 446 352 184 94 64 891 67 142 81 168 242 208 150 259 113 1190 1041 224 95 129 994 715 87 95 186
is_linear=0
shrinkage=0.03


Tree=12
num_leaves=63
num_cat=0
split_feature=32 31 58 26 45 31 26 0 28 53 28 27 5 11 58 11 5 5 45 53 32 45 31 26 26 24 0 28 4 27 5 26 36 4 4 11 5 0 4 0 36 42 31 45 36 5 11 14 21 5 36 11 11 11 14 14 42 0 14 42 25 4
split_gain=243.755 133.323 63.1229 70.5744 47.2373 47.0495 37.8087 35.75 22.0748 18.8973 18.887 16.7886 16.3854 17.0052 14.9892 13.9089 31.1888 14.1413 21.916 13.1541 12.9361 12.3205 10.3616 11.1726 18.6293 10.0343 9.68852 8.9111 19.6827 14.2162 8.88397 8.02765 7.67695 7.48849 9.96436 6.99038 6.92164 6.38547 5.75563 5.71393 5.40643 6.42092 5.19151 6.16912 11.4227 5.57337 5.16403 5.01974 4.83404 10.2368 4.16954 14.1116 7.98248 4.06836 4.0464 4.04215 3.72785 3.6579 10.6695 3.55992 3.47351 3.43096
threshold=1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 8.5000000000000018 0.97500000000000009 1.0000000180025095e-35 7.5000000000000009 70.000000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.025657894736842109 0.80039597484269975 1.0000000180025095e-35 0.7717716874410715 0.01941930618401207 0.025657894736842109 1.5000000000000002 1.0000000180025095e-35 0.53500000000000014 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 35.500000000000007 1.0000000180025095e-35 0.23205128205128209 1.0000000180025095e-35 0.3133928571428572 12.500000000000002 1.0000000180025095e-35 0.39990933816863111 0.35067567567567576 0.76056169225004921 0.026671408250355622 38.500000000000007 0.2556561085972851 29.500000000000004 1.0000000180025095e-35 3.6257820523298188 1.0000000180025095e-35 0.88562091503267981 1.0000000180025095e-35 0.046693482230278659 0.91132844131728363 0.67664992826398873 0.39241475425163042 0.01941930618401207 1.0000000180025095e-35 0.88669055975826294 0.77999433596402612 0.67033194198013046 0.72137002341920387 0.66043559282552999 5.0406221800092199 32.500000000000007 0.71391369047619058 3.6195884966423413 1.0000000180025095e-35 0.32697368421052636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 7 12 14 30 11 20 22 60 13 -2 25 17 21 -6 -19 -20 27 -17 23 24 -4 36 39 29 -29 31 33 42 -24 34 54 -22 40 -10 -31 -14 41 -1 45 44 -44 50 59 -16 49 -43 51 -5 -52 -38 -3 -51 -40 58 -55 -15 -8 -27
right_child=2 4 10 9 15 -7 8 -9 37 -11 -12 -13 26 46 47 16 -18 18 19 -21 35 -23 32 -25 -26 61 -28 28 -30 38 -32 -33 -34 -35 -36 -37 53 -39 56 -41 -42 48 43 -45 -46 -47 -48 -49 -50 55 52 -53 -54 57 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.021447289548312622 0.038323904332965869 0.011934427714198335 -0.034533245190589451 -0.023762881453389718 0.041807911845700922 -0.047529643233793023 -0.050150247449105775 -0.044690126709413809 -0.01499518221872821 -0.043426615837744223 0.008930530280756542 -0.0020091440553259895 -0.014913834889503649 0.0047547292714040902 -0.010022650580740375 0.004076798087539607 0.038891678583301031 -0.012466964445482846 0.047636859479158342 -0.0015529616858710122 0.033071734569068041 -0.046201158853438722 0.015570922693659232 -0.04031612118943248 0.021788638015296596 0.0090894801032892509 -0.022632751813652506 0.01628814692752123 -0.02066261007724041 -0.0025650917820385344 -0.010815597725442645 -0.039910142908572636 -0.030450350366960699 0.042534600785976685 -0.023875670485926113 -0.015701887956381749 -0.03815160985848446 0.022837568782788715 -0.022042554992972585 0.022043731572698021 -0.018530253659684019 -0.029750305558479993 0.0063559088219940349 -0.033861992068565286 -0.038685100323955196 -0.00075114183822611524 0.023165833864576064 -0.041201419705662511 0.013670755255211433 0.027785666907063505 0.0020348606925599129 0.02641792134789421 -0.037721278789796635 0.026347002941164332 -0.0030102189262743275 -0.0032361699746822591 0.002390989438328149 -0.025395479762460853 -0.022876193477367936 -0.0227569880988573 -0.033912850115032561 0.043243131711476535
leaf_weight=14.589644163846968 28.28095618635416 139.49022985994816 18.639778539538387 29.849035270512104 62.164299584925175 13.437061622738836 38.963451057672501 12.348731264472006 9.7817909270524996 38.765749625861645 8.0362807065248472 10.246254399418829 5.1505728811025682 13.888920575380331 8.489284425973894 9.6726459711790103 17.205931022763252 13.328536033630369 18.253707066178325 6.3245325535535803 5.7800435125827772 7.5027663707733145 5.6172426193952543 235.05888927727938 7.0524702817201605 7.002325698733328 14.778039678931234 16.135593742132187 60.811391972005367 28.640812292695045 20.694424986839294 45.951394282281399 6.9925016462802887 5.9695390015840522 7.8314422070980063 4.3909741938114166 6.222017019987109 6.5154203325510016 49.824426144361496 11.681363157927988 10.79036559909582 11.7576220035553 10.613136917352676 80.195346124470234 9.1101355701684952 12.812217734754084 9.7468377053737623 12.596260942518709 12.594912476837633 5.2357179373502758 5.1269526034593609 5.7823463529348365 26.167844295501709 6.7695534452796009 17.678496107459068 11.46715886890888 5.7981778606772414 9.1497740596532804 8.9509911313652974 5.7510069310665122 24.959935024380684 4.9040871113538742
leaf_count=97 214 882 87 149 488 57 164 54 52 171 49 59 27 83 46 58 133 72 149 36 40 32 35 1066 46 44 75 104 308 163 112 208 33 45 39 23 28 44 251 79 56 57 64 375 41 73 65 56 80 36 30 39 119 46 102 66 34 45 45 29 118 38
internal_value=-0.0136505 0.0016067 -0.0240667 -0.018015 0.0134472 0.00429912 -0.016497 0.0043052 -0.0313963 -0.0232882 -0.0356047 -0.038326 0.0122557 0.021765 -0.00609168 0.0272474 0.0104483 0.0329268 0.018062 0.0348267 -0.0212857 -0.0178199 -0.0369415 -0.0382344 -0.0187924 -0.0015505 -0.00493186 -0.0221698 -0.0128142 -0.0244639 0.00753649 -0.0284191 -0.00955791 0.00980295 0.00853237 0.0115402 -0.00479056 0 -0.013761 0.0103401 0.000600204 0.00447039 -0.0254055 -0.0301021 -0.0143268 -0.0193846 0.00547504 -0.0291425 -0.00149189 -0.00845989 -0.0228495 -0.01535 -0.0310461 -0.016431 0.0102136 0.00634674 -0.0193886 -0.0104967 -0.00123821 -0.00314709 -0.0440292 0.0241345
internal_weight=1379.32 559.452 819.868 538.47 338.465 102.715 220.987 204.013 90.4669 435.756 281.397 74.1696 89.2777 57.6677 130.52 134.452 34.3813 100.071 37.9068 24.5782 396.99 17.1754 273.361 260.751 25.6922 109.434 31.61 386.819 76.947 309.872 191.664 225.608 12.6097 170.97 165 10.171 97.5278 16.2972 84.2634 16.8319 66.4354 55.6451 179.657 99.9186 19.7233 79.7384 29.3868 21.0855 41.0554 28.4605 66.9262 35.6314 31.2948 31.0923 157.169 16.7029 55.6226 24.8703 15.7205 19.6399 63.9234 11.9064
internal_count=7516 3379 4137 2821 2202 629 1177 1234 437 2192 1316 341 572 391 740 968 223 745 257 185 2021 90 1267 1199 133 638 181 1958 412 1546 1180 1098 68 1068 1023 63 556 96 448 106 392 336 890 480 105 410 177 102 239 159 337 188 149 164 984 102 285 136 91 112 282 82
is_linear=0
shrinkage=0.03


Tree=13
num_leaves=63
num_cat=0
split_feature=32 58 45 25 5 34 50 0 42 28 32 59 58 45 34 32 45 32 32 28 27 4 29 42 0 0 42 11 14 5 14 58 3 3 57 50 54 42 9 5 14 28 3 27 5 1 27 4 1 50 34 14 50 14 14 50 28 14 42 17 1 21
split_gain=231.319 60.7271 39.4381 35.7046 24.7441 26.2618 28.5175 23.5029 18.2054 18.0947 17.0839 15.961 17.3174 12.8785 35.1076 18.1919 26.2562 16.044 22.8653 26.5453 18.2745 13.2806 12.8563 12.4622 30.5501 20.4068 16.6327 10.6023 9.77472 9.3483 7.98121 7.89851 6.77354 6.70732 6.26366 5.99279 5.6689 4.9757 9.29213 4.91025 4.77135 4.7451 4.45022 5.48256 4.42609 4.37629 4.31719 4.30659 3.68016 3.63906 3.60901 5.18652 3.55614 3.53771 3.52804 3.45126 3.38656 3.26098 3.15483 3.58105 3.01268 3.90873
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.01941930618401207 1.0000000180025095e-35 3.3458790118134671 20.500000000000004 3.7845066141412258 1.0000000180025095e-35 0.25000000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.69117647058823539 1.0000000180025095e-35 0.18500000000000003 1.5000000000000002 0.16500000000000004 0.17500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.42107414898653012 1.5000000000000002 5.1200721840520744 51.500000000000007 39.500000000000007 3.9303249852141158 0.80039597484269975 0.67200307377049195 0.07483905579399143 0.66565040650406515 1.0000000180025095e-35 0.48750000000000004 0.17274535809018571 1.0000000180025095e-35 3.1307312134163801 1.0000000180025095e-35 5.1200721840520744 0.37500000000000006 0.026671408250355622 0.6981945348080677 1.0000000180025095e-35 0.48750000000000004 1.0000000180025095e-35 0.3133928571428572 3.8299500144337215 1.0000000180025095e-35 0.27475490196078439 4.5533537917988118 3.3723414149732767 1.0000000180025095e-35 0.71973859473859492 1.7585441243211084 0.50719361226205428 0.70194102276969028 3.6374120912428598 1.0000000180025095e-35 0.58847248576850109 3.3965620836455082 1.5000000000000002 3.6101524028652983 0.38297866047458717
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 7 30 -6 22 41 -5 57 13 12 23 17 15 16 21 47 19 20 45 -15 35 24 25 26 33 39 42 34 -4 -30 -20 44 -27 -7 37 38 49 -12 -33 46 43 55 -9 -19 50 -2 -10 52 51 -1 -16 -25 -51 58 -54 -3 -13 -60 -22 -62
right_child=1 9 4 8 5 6 -8 11 48 -11 27 28 -14 14 36 -17 -18 18 32 -21 60 -23 -24 53 -26 29 -28 -29 31 -31 -32 40 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 54 -52 -53 56 -55 -56 -57 -58 -59 59 -61 61 -63
leaf_value=0.0011138291538094777 0.023003194856420085 -0.018383890232516097 -0.04584256734356576 0.00072295008031620094 0.034735843801959917 0.032299421939299647 -0.031678598469713035 0.0031735680955019803 -0.045169861698795777 0.008666646103657364 0.03194184309952075 -0.013624675192576206 -0.036843087496598655 -0.031472310549453424 -0.038065400437718847 -0.020656762777043425 0.045727311177561659 -0.039827420576685271 -0.0062730115138373253 0.01781223700001346 0.012820081638063611 0.020878864919498488 -0.023815189805588281 0.046849636822693892 -0.045902243157731774 0.0095870283026149514 -0.031937671863509563 -0.027880784094903355 0.00044314701647397888 -0.025688061214957331 0.0021566126581651552 -0.03885217846105516 0.017203214376189276 0.02758041117460296 0.035108684318375494 0.00060001798183990994 -0.046889586103256428 -0.003792387935979461 -0.040258173032309809 0.0005452573482398257 -0.0038973213596019819 0.046719878035292164 0.0011079351465466418 0.027315449562242494 -0.01537247007554992 -0.011387810586471358 0.044629856385213697 -0.010774279204011451 -0.017219700540285886 -0.039395258603631481 -0.0011984110409066103 0.040188167632123274 -0.023356602311419478 0.0059183729586781532 -0.011582615742527089 0.030279182507641108 -0.013328325006514222 -0.0369261989809683 0.029865616197999715 0.0054534142853475921 -0.027819419731498873 0.0057334751315885214
leaf_weight=6.1024860665202176 13.534145787358286 10.80910415202379 6.5276543498039228 13.865030340850351 58.82222343236208 25.894930019974709 13.536465428769587 22.166228652000427 25.744438618421555 8.0385951250791532 10.015760213136678 6.13993215560913 17.493525609374046 10.120158791542055 12.800922214984892 21.861496061086655 13.703956052660944 60.493891760706902 47.470203325152397 11.580494612455366 6.4244723469018963 7.2494937852025023 5.2413103282451621 4.6092176362872106 16.305118530988693 32.203813955187798 25.361652798950672 5.764689788222312 39.370558574795723 4.8868492245674124 5.3550000339746475 8.8448807597160322 14.174584314227102 5.7745531350374213 12.359862945973871 7.2569614574313155 12.420806869864462 9.9459863975644094 37.774411149322987 8.7113032788038236 6.5038633346557608 6.8384249731898299 48.583733722567558 18.17884886264801 22.996786549687386 6.1696736067533484 4.482972376048564 4.1085122972726813 6.388088807463645 23.577530346810821 9.8400115668773651 6.6941464766860008 135.37856640666723 3.8720142543315887 6.013260416686534 5.8534493297338477 44.592397391796112 259.67775609344244 6.1578031778335562 46.895011276006699 6.4224631339311582 5.3520097881555557
leaf_count=39 90 56 28 81 447 194 64 131 113 49 73 34 81 48 58 114 105 275 266 75 40 49 26 37 71 200 121 28 233 24 33 40 91 39 90 45 53 56 171 51 37 56 290 125 121 33 37 22 33 106 60 52 684 25 32 41 238 1211 43 288 31 32
internal_value=-0.0133232 -0.0235141 0.00156164 -0.00266835 0.0165779 0.0210251 0.00530576 0.00028097 -0.0276028 -0.0348992 -0.0175723 -0.00199197 -0.00870454 -0.018748 -0.0222187 9.05083e-05 0.0149176 -0.0120712 -0.0151193 -0.0242279 -0.0300637 -0.00929229 0.0185976 -0.00535026 -0.00750686 -0.00241576 -0.0121728 0.00667708 0.0040256 0.0125063 -0.0240372 -0.00655516 -0.000739701 -0.00212819 0.0169248 0.0255855 -0.0264173 -0.0254196 -0.0262199 0.0178141 -0.024667 0.0240613 0.00846685 0.0126778 -0.00616386 -0.037327 0.0178279 0.0147684 -0.0399397 -0.0237741 0.0119129 0.0223199 -0.0221304 0.0294209 -0.0340605 0.00842382 -0.0209227 -0.0362215 0.00606688 0.00850112 -0.00301509 -0.0122261
internal_weight=1371.33 814.187 557.148 434.513 122.635 110.752 51.9297 388.516 45.9976 278.525 535.661 354.558 168.03 511.169 335.439 52.9351 31.0736 175.73 158.088 96.443 84.8625 17.3697 38.3932 150.536 142.055 125.75 76.2992 24.4918 186.528 49.4505 11.8827 54.7193 61.6448 50.9376 44.5637 33.1519 282.504 270.083 260.137 18.7271 15.3487 33.958 131.809 83.225 45.163 66.6636 27.1196 17.6427 32.1325 222.363 22.6366 12.7966 192.772 8.48123 29.5908 65.0462 179.971 270.487 59.1927 53.0528 18.1989 11.7745
internal_count=7516 4137 3379 2542 837 776 329 2315 227 1316 2821 2071 940 2669 1714 316 202 955 843 486 411 97 265 859 797 726 412 152 1131 314 61 310 357 291 290 239 1398 1345 1289 124 77 244 821 531 252 308 188 112 146 1118 151 91 980 62 138 406 922 1267 365 331 103 63
is_linear=0
shrinkage=0.03


Tree=14
num_leaves=63
num_cat=0
split_feature=32 13 24 26 13 32 35 0 42 0 24 26 26 34 32 3 42 27 13 0 26 35 11 13 36 0 27 26 47 34 42 3 36 35 26 26 3 50 1 26 3 4 26 32 21 21 4 3 40 3 32 32 53 9 42 12 42 26 26 27 4 1
split_gain=219.576 96.6483 65.7245 34.7578 48.8431 40.1756 26.2184 24.5636 16.7033 30.6656 16.089 23.6049 20.0258 15.1799 13.7538 13.2217 12.3117 11.7172 11.3959 27.8398 9.38619 11.3499 16.2691 15.9939 27.7912 9.73597 8.80361 7.90841 7.12116 6.6265 6.41496 7.3903 5.85911 7.1734 9.99102 11.1893 9.84641 4.82504 4.58068 4.57903 6.29726 4.93527 6.89649 4.37972 4.47203 4.23919 3.99991 5.07178 4.3896 3.31181 3.21608 3.06331 3.05324 3.04454 2.92767 4.1235 2.72502 2.68171 7.60404 7.32717 3.19066 2.58874
threshold=1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 0.15000000000000005 1.0000000180025095e-35 38.500000000000007 4.9869157021011983 51.500000000000007 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 0.17500000000000002 0.14669236950007072 3.885512953955101 1.0000000180025095e-35 0.90000000000000013 49.500000000000007 11.500000000000002 1.0000000180025095e-35 0.80039597484269975 1.0000000180025095e-35 1.0000000180025095e-35 33.500000000000007 1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 1.0000000180025095e-35 4.8341389671286441 0.074537037037037054 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 12.500000000000002 0.17445652173913045 3.315707808323157 4.8218426205347829 11.500000000000002 0.1012820512820513 0.2556561085972851 12.500000000000002 0.16500000000000004 0.37301951694796365 0.33334129478798369 0.22048611111111113 0.31936274509803925 1.0000000180025095e-35 0.48750000000000004 0.16500000000000004 0.18500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 3.734352692279471 0.32500000000000012 3.376441577715048 9.5000000000000018 10.500000000000002 1.0000000180025095e-35 0.52142857142857157 3.7467622390330519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -6 43 16 9 15 11 12 13 -3 50 30 -1 20 19 -7 21 23 -23 24 25 -5 32 -19 -27 -30 31 -4 33 34 36 -36 -9 -16 46 40 -29 42 -41 -2 -45 -35 47 -17 -48 53 -8 52 -25 -49 55 -31 -55 -12 59 60 -59 -26
right_child=3 10 8 17 5 18 14 26 -10 -11 57 -13 -14 -15 37 38 -18 27 -20 -21 -22 22 -24 51 61 28 -28 39 29 54 -32 -33 -34 45 35 -37 -38 -39 -40 41 -42 -43 -44 44 -46 -47 48 49 -50 -51 -52 -53 -54 56 -56 -57 -58 58 -60 -61 -62 -63
leaf_value=-0.012437399463653411 0.025244674535763883 0.036853166633426963 0.0099324032860995011 -0.024249860610018076 -0.031627651805267623 -0.033886050483700574 -0.038508776282167069 -0.016205172812542978 0.031834840422329411 -0.044451206542689449 0.046659615780189879 0.049447049976537406 -0.045970242225937395 -0.011934995579354129 -0.018481409098212671 0.036381995021076169 -0.042000316232541947 0.014117438553332364 0.047810489274114076 0.047928028132401754 -0.034929751276123244 -0.013795390263539532 -0.037941880725967922 -0.022424580755607357 -0.037666837982016248 0.041429270554185695 0.01056928121232972 0 -0.021412474654901342 0.0080657601541648579 0.020108032358004277 -0.015136568172506934 -0.02919131193114851 -0.0079079487327667741 -0.0369673910702241 0.0042054802666286455 0.012836901420350988 0.0047870488981226478 0.029365595090576815 0.016243698924944927 -0.027778024786720749 -0.019788924719652514 -0.021773240869463119 -0.0097027222193201059 0.014029159198126653 -0.036979108362679612 0.0060741551567317009 0.035626918969505754 -0.0227245566589824 0.002848154491691205 -0.025627212372062218 -0.03903021290789372 -0.040658630312795208 -0.010656191095628705 0 0.043331781306787436 0.012599226633743238 0.018948873386152223 0.046056641032153754 0.044753562649928934 -0.0077139618952963189 -0.012743870746582158
leaf_weight=18.9527527987957 5.4932127296924582 11.065385736525062 13.336168996989725 7.5137652456760398 11.849281013011931 6.45696388185024 51.233653493225574 15.737775430083273 19.391613386571407 11.457295656204222 21.555365115404129 11.052332252264021 6.8098927438259116 11.300374135375023 23.647953696548939 6.3943977355957022 44.264193020761013 6.0440716147422782 18.51142867654562 8.2642056494951248 159.36619395017624 34.393465124070644 106.53714416176081 70.542671367526054 21.370190300047401 6.2745832949876776 15.578910320997236 8.5489479824900609 5.8787285238504436 8.2662093937397021 7.2243073731660834 45.305203020572662 17.625850923359394 8.2814529836177844 14.841195955872537 9.3574194163084012 30.306071996688843 11.445194102823733 10.241406492888926 10.088068604469301 67.841172024607658 29.508085988461971 7.1665390878915778 25.725130930542946 9.5453058779239637 12.148162722587584 13.432396255433561 5.0110728442668906 7.0022300332784644 50.958560064435005 35.82052905857563 20.54988893866539 10.826927892863749 4.416557013988494 9.1085204482078534 5.1426149904727927 70.466028764843941 9.0456545874476451 19.01436972618103 6.943753443658351 6.632045365869998 5.8365069329738608
leaf_count=101 37 83 82 37 57 30 237 83 148 51 179 89 29 61 123 46 199 38 151 67 752 183 498 355 98 46 97 49 30 51 50 242 85 46 69 57 192 68 74 64 334 151 36 141 61 56 82 36 36 307 179 93 49 25 53 38 451 66 159 58 40 31
internal_value=-0.0129965 0.00152233 -0.00445838 -0.0229675 -0.0123263 0.015185 -0.0199855 -0.0180653 0.00514518 0.00298616 0.0276619 0.0125175 -0.00150935 0.0120496 -0.0269295 0.00537258 -0.033299 -0.026636 0.0321452 0.0116676 -0.028858 -0.0257194 -0.0321195 -0.020388 -0.0091128 0.006022 -0.0102017 -0.0184469 0.012856 0.00608684 -0.0059495 -0.00931905 -0.0132589 -0.0100384 -0.00534495 -0.0208963 0.00275343 -0.0107386 0.00985101 -0.020114 -0.0247284 -0.0123751 4.14136e-05 0.00070544 -0.00306807 -0.0256764 0.00850994 0.0103635 -0.00362799 0.00899263 -0.033348 -0.027973 -0.0250181 0.01282 0.0136557 0.0224701 0.011123 0.0371384 0.0318662 0.0193765 0.00733687 -0.0326712
internal_weight=1363.95 555.15 451.731 808.797 207.993 45.0819 162.911 187.094 264.637 245.246 103.419 40.228 29.1757 22.3658 122.147 233.788 63.2169 600.804 33.2326 14.7212 471.607 312.241 140.931 171.311 69.3911 42.1844 123.877 129.197 34.6707 28.3961 65.8657 58.6414 108.298 90.6721 70.2425 24.1986 46.0438 35.0931 167.923 123.153 76.3901 46.7627 17.2546 40.7636 35.2704 20.4296 157.681 137.247 20.4346 130.852 87.0542 101.919 81.3696 79.8937 22.5173 13.4088 74.8826 63.1912 41.6358 22.6215 15.6777 27.2067
internal_count=7516 3379 2615 4137 1151 305 846 985 1630 1482 764 262 173 144 607 1431 300 2986 248 97 2314 1562 681 881 384 255 685 672 218 172 374 324 588 503 401 126 275 191 1057 634 383 251 100 239 202 102 983 865 118 819 416 497 404 512 142 89 476 502 323 164 106 129
is_linear=0
shrinkage=0.03


Tree=15
num_leaves=63
num_cat=0
split_feature=32 31 13 58 31 13 32 13 36 32 58 0 13 31 28 5 5 13 0 45 5 31 1 36 1 45 32 11 32 28 36 36 27 14 0 0 49 14 3 21 4 32 47 43 31 45 14 3 4 14 3 4 53 3 27 1 14 1 43 14 14 27
split_gain=208.481 117.269 90.2285 56.7282 60.5293 37.5361 42.6584 36.904 28.7843 24.3016 18.1373 27.4229 28.4057 24.8587 17.6138 17.3762 33.3826 22.6932 14.7511 36.6967 10.6374 10.3467 9.87383 9.09189 9.44816 8.56497 9.60357 8.36868 7.59291 7.34416 7.33293 7.30956 8.46595 7.30358 6.27728 6.22424 7.34244 7.80838 6.44732 5.98309 5.88616 5.71854 5.69668 5.84623 5.37529 7.03135 6.81442 5.3567 4.90049 4.68595 4.41525 4.3484 4.12736 4.00861 3.94211 4.042 3.81943 3.51547 3.34178 3.04953 2.86777 2.55238
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 0.18500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.25000000000000006 1.0000000180025095e-35 38.500000000000007 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.025657894736842109 0.01941930618401207 1.0000000180025095e-35 49.500000000000007 0.97500000000000009 0.22048611111111113 1.0000000180025095e-35 5.0699631837661698 1.0000000180025095e-35 3.7666825895759684 1.5000000000000002 0.17500000000000002 0.7516845692360733 0.18500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.61611054937647458 33.500000000000007 1172.0000000000002 0.34500000000000003 0.60826939471440766 0.18257575757575759 0.37479088507391733 0.27475490196078439 0.17500000000000002 1.0000000180025095e-35 0.12499999999999999 1.0000000180025095e-35 0.97500000000000009 0.65086852351003299 0.48750000000000004 0.17573529411764707 0.63299319727891168 0.34687500000000004 0.42286737353894377 1.0000000180025095e-35 0.074537037037037054 1.0000000180025095e-35 4.6022328364453351 0.58847248576850109 3.7222509892493991 -0.22499999999999998 0.68011627906976757 0.67200307377049195 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 15 4 5 18 -7 8 22 -8 11 12 20 42 21 16 17 27 25 -20 -1 56 34 24 -13 26 29 -3 -21 31 -23 40 48 -30 -6 36 37 -17 53 -28 -2 -36 -14 -44 45 -26 51 54 -33 -43 -34 -47 61 -39 55 57 -5 -29 -12 -25 -56 -9
right_child=3 2 -4 14 7 6 9 52 -10 -11 58 23 13 -15 -16 35 -18 -19 19 28 -22 30 -24 59 44 -27 39 47 33 -31 -32 32 50 -35 41 -37 -38 38 -40 -41 -42 49 43 -45 -46 46 -48 -49 -50 -51 -52 -53 -54 -55 60 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.040868916680556838 0.013177603498679011 -0.022992129268880196 0.046097864700246474 -0.01709371255303414 -0.01682325859837442 0.053003808121939514 -0.019857486457538522 -0.031415315193770416 -0.034749115528194346 0.048339506061919731 -0.019137463804754978 0.016631911427939482 0.001224064165481026 -0.036125504432560733 0.0094037819936879045 -0.03833427348702971 0.040766643756424734 -0.044883187562879158 -0.040009984962088685 0.047693775471705592 -0.0082752035011300247 0.01715781495410492 -0.028611904621305844 -0.0069365593244805589 -0.023597390469255016 -0.038755104027900458 -0.0063603539484697116 0.0095004295886995348 0.030424286797111944 0.0071932136849076605 -0.028190144313373848 -0.036289559089902342 -0.023657333117381031 -0.015028014574977532 0.025593697994344484 -0.026914652956153348 0.028144719017117868 0.0085399897449131602 0.025632144749024866 0.023072770526302057 -0.023027287603455206 0.02380358838714686 0.05143273072145297 0.0041898463360483355 -0.022884565860470888 0.048359125467756392 -0.0024417140327396987 0.0012910342229760787 -0.0048569529110043608 -0.004204511411514439 0.010829214868160892 0.005553350467839272 -0.041648606229523662 -0.010890099928526114 0.029000089689940608 -0.01084034371328794 -0.037029857764054513 0.034020704906378568 -0.040643746187445623 -0.036832333518559766 0.0045026984191431163 -0.021952368126376756
leaf_weight=49.647683471441269 8.531412720680235 7.3899698853492728 59.472132436931133 10.668079525232313 7.3755135238170615 19.415629863739014 21.371337711811069 154.38445115089417 25.195305652916431 5.7946292161941519 11.032319024205206 31.930949166417122 8.0089664012193733 10.245180420577524 8.031684994697569 5.8897799402475348 27.461739614605904 7.5620023012161246 10.049506783485411 10.027612634003164 11.735701963305472 5.5703308135271055 7.3017624467611304 6.8911870047450048 7.6237197071313849 12.817789375782011 35.562014952301979 60.174579232931137 7.540222227573393 8.3794183135032636 6.8374184742569923 40.445627816021442 5.8576846718788129 5.0444659888744354 17.793355137109756 11.234804555773733 6.0035787746310225 12.189250871539114 6.2735147029161444 7.2997291833162299 7.2258988916873923 7.1490850150585201 7.0085076019167882 3.9932595863938332 10.797730661928652 4.8542699366807955 16.570106752216816 53.216984048485756 5.595877766609191 19.161587595939636 7.0369993895292282 4.4126408398151398 34.275995500385761 38.441712692379951 19.801827460527424 7.4548189342021933 241.93060158938169 5.9052336364984503 26.539640039205551 6.6084885448217392 6.3641010373830786 39.445924244821072
leaf_count=226 54 37 502 56 38 156 113 739 119 47 57 207 49 49 49 27 218 33 45 78 64 35 35 39 38 58 198 380 54 51 33 190 29 27 120 58 44 74 42 49 36 48 55 25 57 37 96 318 31 108 43 27 156 209 138 41 1143 42 121 30 39 199
internal_value=-0.0126848 0.00148524 0.0126396 -0.0224427 -0.016687 -0.00451766 0.0192624 -0.0251599 -0.00803672 -0.00484453 -0.0156235 -0.0115978 -0.0232164 0.000917752 -0.0335744 0.00536345 0.0101961 0.00511687 -0.0110298 0.00694994 -0.034782 -0.0349057 0.00339024 0.000102664 0.00420463 -0.0153092 -0.0128176 0.00756583 0.028251 -0.0187615 -0.00740652 -0.0217648 -0.0266182 0.0117857 0.00813862 -0.00635266 -0.00283961 -0.00597714 -0.00240048 -0.00112442 -0.00312955 0.0125055 0.0213615 0.0352018 -0.00466075 0.00114283 0.00879855 0.00910988 -0.0326365 0.00330164 -0.00450088 0.0291579 -0.031425 -0.00607913 0.0132123 0.00947056 -0.0362258 0.0118783 -0.0346224 -0.0223334 0.0233487 -0.0295451
internal_weight=1355.85 552.736 334.836 803.117 530.079 217.996 46.5816 312.083 83.9766 27.166 217.9 180.328 90.6393 29.2559 273.038 275.364 195.331 167.87 171.414 32.6618 61.3834 265.006 58.7813 89.6891 76.1894 138.752 125.935 160.308 22.6123 83.0729 12.4077 74.6935 58.9362 12.5847 51.4795 80.0326 68.7978 62.7943 56.9045 42.8617 15.7573 44.104 19.0107 11.0018 44.2585 33.4607 25.837 152.918 46.0415 26.3107 12.8947 9.26691 228.106 50.631 99.7006 73.5346 252.599 66.0798 37.572 13.4997 26.1659 193.83
internal_count=7516 3379 2202 4137 2821 1259 316 1562 468 160 1177 999 468 178 1316 1700 1246 1028 943 204 290 1267 349 531 462 739 681 995 159 434 68 383 293 81 314 454 396 352 325 247 90 276 129 80 255 198 160 958 221 156 72 64 1094 283 640 463 1199 422 178 69 177 938
is_linear=0
shrinkage=0.03


Tree=16
num_leaves=63
num_cat=0
split_feature=24 28 26 1 25 45 2 35 0 26 53 25 34 25 45 34 26 34 45 1 4 29 14 45 27 26 2 11 26 1 21 45 26 25 0 49 14 0 26 27 1 26 11 11 26 26 11 21 45 46 26 21 1 28 1 21 43 4 11 49 14 45
split_gain=80.4591 60.335 47.9582 47.3111 40.2835 43.2641 35.9376 30.1187 26.8979 23.8767 21.2645 19.324 16.6141 28.9676 19.6528 14.3939 13.3208 12.3905 15.1615 13.1366 11.5471 13.2038 10.571 9.16454 9.06287 7.63324 7.44617 7.42406 7.41124 7.17807 6.09221 5.15827 5.03659 19.4437 4.94864 4.90518 12.6925 9.41088 5.43229 4.84235 4.64772 4.56342 4.53833 4.46892 4.39071 4.29236 4.1247 3.98914 3.81817 3.81473 3.54188 5.40566 5.0713 3.51426 3.41027 3.09709 3.09005 3.07343 2.99024 2.96138 3.45137 2.9059
threshold=1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 4.420773815517415 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 21.500000000000004 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.88562091503267981 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.5000000000000002 3.9303249852141158 0.18834459459459463 1.5000000000000002 0.66565040650406515 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 0.9188483536815546 13.500000000000002 3.5131377898343916 0.42685084802867401 1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 39.500000000000007 0.19000000000000003 0.61811868686868698 39.500000000000007 8.5000000000000018 1.0000000180025095e-35 4.021991651880783 9.5000000000000018 0.77999433596402612 0.88420077387660712 8.5000000000000018 10.500000000000002 0.7717716874410715 0.32809916640504755 0.97500000000000009 1.0000000180025095e-35 9.5000000000000018 0.35142787597286573 4.5377900106069626 1.0000000180025095e-35 3.388574463632382 0.30158932315388387 0.17500000000000002 0.34891304347826091 0.91259835368155462 0.15500000000000005 0.7025418275418277 0.97500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 7 15 35 -7 9 -9 26 11 17 13 27 22 16 23 18 19 30 41 25 -14 -5 55 48 -1 57 -18 -3 43 -17 -10 -34 -8 36 -6 38 -38 53 -24 -19 -27 54 61 50 -20 -26 -22 -40 51 52 -46 -16 -2 -11 -45 -4 -49 60 -43 -31
right_child=2 29 12 4 5 6 34 8 32 24 -12 -13 14 -15 39 31 28 20 46 -21 21 -23 40 -25 47 42 -28 -29 -30 44 -32 -33 33 -35 -36 -37 37 -39 49 -41 -42 59 -44 56 45 -47 -48 58 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.0010262547019552282 -0.0011189340193090873 0.038940015863931914 0.034027972951378889 -0.010645925809598561 -0.040257309966732623 -0.047101192857489885 0.02372951871184149 0.018627214626215572 -0.029669640999948864 -0.036982502009118554 -0.030097852812583575 -0.044209632189121814 0.019531580678266242 -0.043807597695655578 -0.033564473756716465 -0.011134619310175078 -0.035695344156820005 -0.00010790725082321152 0.03423057581922035 -0.0064978435601051885 -0.0018224589253220658 -0.023752512971030267 -0.022302054378637876 0.030878037171321902 -0.0220575829209777 -0.00085622634112526342 -0.025046051342290647 -0.0099187383062355194 0.0024659797570146477 0.0034389195503942813 0.031680579405244533 -0.035478673559219867 0.0061303210052684534 -0.040800092298707388 0.051900434725596384 0.0088822847925501304 0.0076669908279171717 0.019175785725947705 -0.0076867068914069107 -0.016090705032475023 0.008055804942554548 0.024919483952654645 -0.018865094956179485 -0.0034853175930185777 -0.025584938462684691 0.011307730291774372 0.008267694075917098 0.019442739554529867 0.030888444597601913 -0.038927802951827351 -0.018816132480379635 0.027916553730725113 0.010089285138696832 -0.013554995249308172 0.024778754621541613 -0.025250366909119543 0.012162312669471615 0.0099706777759069939 -0.0094954911753469887 -0.0022665298332982171 0.0031488970246657849 0.024398715781917629
leaf_weight=69.840104527771473 5.2904780879616764 5.3788462355732909 12.819773748517042 8.9031837582588196 12.674105972051619 4.2979528158903113 9.6747072935104388 8.6535341516137105 132.40499871224165 38.343838222324848 17.58497828990221 7.2845649719238272 13.093291960656641 9.5933000147342664 72.091295026242733 10.545066960155962 14.483617492020132 25.638319797813892 25.948136188089848 48.499037563800812 4.3353669494390479 28.181462436914444 16.524148143827919 9.6113732159137726 10.360111430287363 80.427562355995178 13.890168897807596 7.2080867886543265 6.2086278498172751 13.575744688510897 13.334835618734358 48.173867851495743 8.1276282072067243 142.93176808953285 20.981196656823158 8.7987926900386793 5.9157701060175958 9.864890590310095 7.1432003676891336 28.595560878515244 5.7659353837370864 25.573148526251316 14.93217748403549 24.74474835395813 7.3464581221342105 14.916815623641012 8.0047067925333959 5.3869012221693975 9.2190638557076436 8.3453827351331675 14.67923868447542 4.7083634436130515 6.381239116191864 10.489434920251368 20.554742656648159 64.26485800743103 20.118358075618744 9.2668871134519559 7.158133864402771 6.3353187441825858 9.7654020264744741 11.748872637748716
leaf_count=411 32 39 95 48 57 18 67 60 654 181 86 32 85 43 347 57 67 153 209 277 25 141 85 69 53 485 70 41 39 81 99 226 49 667 169 54 36 64 39 152 35 173 80 145 37 95 55 35 71 38 76 33 40 57 146 327 129 63 39 37 59 84
internal_value=-0.0123895 -0.0187785 -0.00395851 -0.0216307 -0.00863165 0.0060779 0.0319105 -0.0264261 -0.0326773 -0.0176475 0.00192805 0.00344817 -0.0165421 0.000740072 -0.0211634 -0.0218513 -0.00751873 0.00442366 0.0104956 0.00583585 -0.000498167 -0.00552065 -0.00149743 0.0106892 -0.025927 -0.000713296 -0.00513262 0.0157299 -0.024044 0.00602348 0.013023 -0.0312613 -0.0342767 -0.0382306 0.0434159 -0.0109847 -0.0151208 -0.00455067 -0.0158398 -0.0273546 -0.0141806 0.00962838 -0.00377257 0.00934038 0.00342901 -0.00179722 0.0283695 -0.00840397 0.0201153 -0.0251838 -0.00791291 0.000555317 -0.00866444 -0.0311342 0.0192793 -0.0297563 0.00342138 0.0243835 0.00257007 0.0157335 0.0191238 0.0135129
internal_weight=1346.94 765.719 581.22 686.984 185.622 87.696 34.9539 501.362 292.118 209.244 395.772 378.187 185.448 38.888 146.56 97.9257 39.2068 370.903 166.495 132.542 204.408 137.096 35.3834 18.5146 125.514 108.914 83.7303 29.2947 20.6922 78.7356 84.0432 58.7189 283.464 151.059 30.6559 52.7421 43.9433 31.2692 21.4044 111.176 22.2901 67.3122 95.3597 70.7083 73.3567 48.0321 33.9528 22.9051 13.5544 15.4886 33.1153 18.4361 13.7277 82.5807 25.8452 102.609 44.8631 22.0867 12.545 41.6739 35.3386 25.3246
internal_count=7516 4079 3437 3594 1048 542 254 2546 1430 1116 2434 2348 1003 242 761 506 223 2316 1092 828 1224 802 205 117 635 661 481 199 106 485 551 283 1370 716 236 288 234 177 113 556 120 422 565 452 446 281 264 127 96 77 186 110 77 404 178 508 274 158 74 269 232 165
is_linear=0
shrinkage=0.03


Tree=17
num_leaves=63
num_cat=0
split_feature=32 13 24 26 13 32 0 5 5 13 24 26 26 34 32 42 42 0 27 13 0 26 32 11 32 27 26 11 42 26 3 42 9 32 11 42 26 43 32 1 26 26 11 14 50 43 0 42 50 12 3 27 14 14 50 13 26 3 5 42 32 14
split_gain=189.798 85.3448 56.9393 31.1742 41.7599 35.7125 21.7652 17.8828 21.806 17.683 14.2453 21.4278 18.0975 13.9196 13.8664 11.405 11.3248 15.7823 10.5264 10.4766 24.5235 8.63091 8.36113 8.87825 8.64981 7.96457 7.18176 7.05918 5.33472 4.26985 5.93579 4.24435 5.93266 4.98121 12.3563 3.96605 3.88986 4.50274 3.68192 3.9616 3.63552 11.6617 5.2483 5.22483 4.41242 3.64123 3.59178 3.57658 3.45722 8.24003 3.45539 3.36481 3.54184 4.93662 4.20923 3.32855 5.81934 4.79959 3.18238 3.13483 3.05621 3.21714
threshold=1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 0.15000000000000005 38.500000000000007 0.025657894736842109 0.01941930618401207 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 0.17500000000000002 3.885512953955101 5.0315115408785305 42.000000000000007 1.0000000180025095e-35 0.90000000000000013 49.500000000000007 11.500000000000002 0.15000000000000005 0.80369124392186542 0.16500000000000004 1.0000000180025095e-35 9.5000000000000018 0.7516845692360733 1.0000000180025095e-35 11.500000000000002 0.1012820512820513 5.0984291050021247 0.32500000000000007 0.33500000000000002 0.83975446598121961 4.3298514159003032 11.500000000000002 0.074999999999999997 0.16500000000000004 3.8120032508939725 12.500000000000002 9.5000000000000018 0.92486201952626634 0.69416099773242645 3.1963557881865921 -0.22499999999999998 39.500000000000007 3.734352692279471 3.1963557881865921 0.37500000000000006 0.48750000000000004 1.0000000180025095e-35 0.73304597701149432 0.67664992826398873 2.2053316966240444 1.0000000180025095e-35 12.500000000000002 0.34687500000000004 0.29864864864864871 3.5223737282238914 0.25000000000000006 0.59924242424242435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 14 -6 15 8 9 27 11 12 13 -3 38 -1 17 35 21 20 -7 22 23 -5 -24 40 -20 -4 -26 30 -28 32 33 -30 -35 36 37 -9 39 -2 41 42 43 44 45 -8 -37 -42 60 -50 51 52 53 54 -29 56 57 -31 -39 -46 61 -16
right_child=3 10 7 18 5 19 25 16 -10 -11 -12 -13 -14 -15 48 -17 -18 -19 26 -21 -22 -23 24 -25 28 -27 29 50 31 55 -32 -33 -34 34 -36 46 -38 58 -40 -41 47 -43 -44 -45 59 -47 -48 -49 49 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.011452539452843427 -0.033257021282394231 0.035391811728311171 -0.021104028077466121 -0.017267333824813699 -0.03017574132987013 -0.031854431179226643 -0.0050927202759781061 -0.011776305699728012 0.033769603708825167 -0.043113665403572844 0.03542093238715778 0.047575153564632239 -0.044291901028900162 -0.011498618546399842 -0.019042923950210424 -0.040106249668929866 0.029308779551842322 -0.043498899306292492 0.013867832587531435 0.045947062609622891 0.045626966136967963 -0.033061323556520479 -0.042993483299101652 0.02545326518699385 0.00045859162058321259 0.010226239256906151 0 -0.0080161651442369787 -0.021534314872162712 -0.01045975678462596 -0.026310519859802636 0 -0.043362213614909086 0.011258205029166427 -0.038702854691488611 -0.029323183425503548 0.022696956811779172 0.025259273646884409 -0.018475121509861105 -0.0056465665806705086 0.014217522962409112 -0.036522473806762171 -0.023016146582068252 -0.021113060888585253 0.012975078045076019 0.025324162034952954 0 -0.015300983658065651 -0.015442677920503495 0.022679698362227208 0.002447005596043223 0.022550785094774546 -0.014969364111360213 0.034202149626814622 0.011739051684791276 -0.018574917693284822 -0.021455653154040463 0.026148854448856607 -0.002814512651094018 -0.011292237405988904 -0.019810412087369288 0.0079189547977141783
leaf_weight=18.85309961438179 49.234634481370449 10.934760220348839 7.1185043454170218 16.501987613737587 11.565045207738875 6.3988327831029865 5.1518215313553801 22.537260919809341 28.724045246839523 6.2680109441280356 61.445136360824108 10.833225965499876 6.6354345679283133 11.257298186421394 6.1097387820482281 42.780603460967541 6.5996055677533141 11.167880222201346 6.0217870771884909 17.978361234068871 8.0107688382267952 154.77549964189529 24.249092578887939 5.6680614277720442 7.4245399087667456 15.539758086204527 8.4769974425435048 11.629185274243353 184.90480673313141 5.2118360996246356 66.503601722419262 6.2749032303690901 16.005280300974846 4.7276371270418158 39.531182058155537 9.1767425686121005 5.7570191174745551 6.2812280654907209 48.899746477603912 5.8577289581298819 8.2989184707403165 17.740838587284088 18.81561841070652 12.92084216326475 5.6528971940279034 9.1374456882476789 6.9587049484252921 6.2819097042083731 9.8355649709701556 10.063578277826307 50.920734465122223 22.631860896945 4.8112369924783698 7.190192222595214 47.99748107790947 25.416361883282661 8.3164175897836667 7.3063510954380035 7.4468730390071869 23.042032770812511 19.443645492196083 10.370610512793062
leaf_count=101 241 83 36 86 57 30 29 122 224 28 502 89 29 61 32 199 50 51 38 151 67 752 113 39 43 97 49 67 954 28 334 36 72 30 189 44 38 42 258 33 53 84 96 67 36 62 40 34 52 66 307 154 26 51 308 132 42 49 42 127 101 63
internal_value=-0.0120872 0.00146347 -0.00415286 -0.0214889 -0.0113082 0.0144646 -0.0169433 0.00478204 0.0097718 0.0053498 0.0263363 0.012004 -0.00139241 0.0114476 -0.0184431 -0.0315038 -0.00744114 -0.0111002 -0.0250057 0.0306761 0.0108443 -0.0271466 -0.0241087 -0.00594712 -0.0255045 -0.00953416 -0.0171881 0.00743763 -0.0238111 -0.0188004 -0.0233052 -0.0245514 -0.0251745 -0.0238414 -0.0332045 -0.00464817 8.60719e-05 -0.0034436 -0.0249287 -0.0304609 -0.0124725 -0.0146688 -0.00931642 -0.00453304 0.000386598 0.0140247 -0.0171952 0.00105907 -0.00620811 0.00357223 0.00890546 0.0123183 0.00894794 0.0107992 0.00777192 -0.0112995 -0.00204659 0.0105106 0.00977799 -0.00624721 -0.0117815 -0.00182536
internal_weight=1339.62 548.538 447.432 791.085 203.768 43.953 184.216 263.217 187.291 158.567 101.106 39.6607 28.8275 22.1921 159.815 61.6337 75.9253 69.3257 587.316 32.388 14.4096 460.063 305.287 22.17 283.117 122.582 127.253 152.299 258.868 121.232 74.9806 251.444 245.169 229.164 44.2588 58.1578 42.0224 36.2654 103.992 55.0924 107.042 92.4615 74.7207 55.905 42.9842 14.2893 16.1354 14.5808 55.8231 19.8991 145.181 94.26 71.6281 66.8169 59.6267 46.251 20.8346 12.5182 13.7281 28.6949 35.924 16.4803
internal_count=7516 3379 2615 4137 1151 305 985 1630 1201 977 764 262 173 144 846 300 429 379 2986 248 97 2314 1562 125 1437 685 672 949 1324 634 383 1281 1245 1173 219 328 244 206 532 274 588 501 417 321 254 91 84 87 314 118 913 606 452 426 375 251 119 77 84 163 196 95
is_linear=0
shrinkage=0.03


Tree=18
num_leaves=63
num_cat=0
split_feature=32 31 13 26 26 13 31 5 5 13 13 31 13 32 34 27 13 0 24 26 32 32 26 26 0 0 0 1 3 32 4 53 14 1 1 26 3 4 26 3 27 4 5 34 4 31 32 1 1 32 14 9 3 26 5 14 45 31 26 31 13 26
split_gain=180.152 103.176 82.8178 32.6276 29.6243 39.5554 46.7551 14.817 30.8148 20.59 13.9444 13.6813 38.5629 13.2377 13.1426 10.1476 10.1433 22.0195 9.17145 8.36347 7.99264 8.50127 6.8086 6.61095 6.29621 5.56814 4.90378 4.86314 4.76003 4.72202 11.082 6.08643 4.67459 5.90889 6.24465 4.05815 5.66016 4.25129 5.93984 3.67881 3.65313 4.06079 3.60393 3.70395 7.20472 16.7138 3.57505 3.81171 3.13632 3.1161 3.07871 2.98508 4.44422 4.41768 2.95906 2.67752 2.43873 2.37728 2.28306 3.19616 4.23824 2.49754
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.025657894736842109 0.01941930618401207 1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.17500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 49.500000000000007 1.0000000180025095e-35 11.500000000000002 0.15000000000000005 0.16500000000000004 9.5000000000000018 4.5000000000000009 39.500000000000007 1172.0000000000002 38.500000000000007 4.1062031259014455 0.48750000000000004 0.33500000000000002 0.19722222222222227 1.0000000180025095e-35 0.69416099773242645 3.7003934147262183 4.7829354014028169 11.500000000000002 0.1012820512820513 0.2556561085972851 12.500000000000002 0.18257575757575759 1.0000000180025095e-35 0.39990933816863111 0.15894736842105264 1.0000000180025095e-35 0.21320346320346323 1.0000000180025095e-35 0.16500000000000004 3.8120032508939725 4.8006355995216721 0.25000000000000006 0.63299319727891168 0.37500000000000006 0.074537037037037054 6.5000000000000009 0.039230769230769243 0.73304597701149432 0.97500000000000009 0.2950000000000001 14.500000000000002 0.16000000000000003 1.0000000180025095e-35 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 10 5 13 16 8 9 24 18 12 26 46 -12 19 17 -7 32 20 27 -22 -17 -16 -3 39 -5 -6 40 31 -31 42 33 50 -35 36 -24 38 -37 51 41 55 43 56 45 -45 47 -2 -29 54 -1 52 -9 -54 -15 -26 -23 -42 59 -21 -61 -62
right_child=4 2 -4 11 15 6 -8 25 -10 -11 14 -13 -14 49 23 22 -18 -19 -20 58 21 29 35 -25 28 -27 -28 48 -30 30 -32 -33 -34 34 -36 37 -38 -39 -40 -41 57 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53 53 -55 -56 -57 -58 -59 -60 60 61 -63
leaf_value=0.024777148012355626 -0.032619459877773455 -0.0191387799150909 0.044566384768828682 -0.03855604100420789 0.015870278143757771 -0.026236123108064724 -0.043087094103150328 0.0073574130143492632 0.039191916707022566 -0.043602338934140741 0.036355060486457751 -0.050601530104963773 0.041086027816756548 0.0067579284197115484 -0.031529818665519328 0.013454030140277833 0.045764967962633338 0.045147592241953478 0.015305841255668187 -0.035061893101324966 -0.042416151672217198 -0.032138695886950668 0 0.011986608093365153 0.012294319658194238 -0.025543445967935216 -0.020178622073570081 -0.02503734629031916 0.00093777010581961315 -0.037922812095982299 0.0049806655432198818 -0.041070218792537264 -0.023012643035877096 -0.024910732410837497 -0.00012202979252512514 0.015563855355918692 -0.025694115265812011 -0.017966763984990548 -0.019891939767437011 0.017379466561449893 0.012247650000884956 -0.016818216269739398 0.00065704333475640126 -0.025569024751691836 -0.022514517972256062 0.01126708159702141 -0.017998798541465324 -0.0054880636608941333 0.0014301738915149576 -0.012704872076959323 -0.0017411225169451554 0.0099877343495557193 -0.034969829446201472 -0.007974102051335176 -0.017442715079617952 -0.0092265794873555504 -0.017180664846004112 0.031697498916617078 -0.043362659383644295 -0.011543871023462193 -0.036779686726598308 -0.020000364846088328
leaf_weight=4.7075994387269047 48.703032851219177 7.604016885161399 57.612333461642265 31.704557046294212 6.2425607219338444 6.9882340729236576 9.6834125667810422 12.425607264041899 26.900810480117798 7.3753388077020636 12.55560477823019 20.455880761146545 7.4582220762968054 20.628724291920665 5.3366799205541611 6.0268594175577155 18.64327035844326 8.1668663322925568 11.14753098040819 76.573590286076069 23.850526496767998 36.458233296871185 8.4769974425435048 6.8592914044857025 62.983727186918259 10.971760742366312 26.995161071419716 9.8628633394837362 53.179491057991982 40.173392288386822 5.9290448427200309 13.559132575988768 29.586280785501003 23.822343662381172 15.564835757017134 10.045505300164224 66.067511409521103 29.005632109940052 7.0505879893898955 7.1349764168262473 13.558188974857332 4.9206245839595786 6.9014163166284552 22.365005604922771 92.870348088443279 21.368339024484158 48.696426808834076 5.8519665151834479 6.0042191818356505 29.523973770439625 18.354714423418045 9.5662571266293508 6.7071600407361975 32.758451357483864 5.5713955312967292 5.203006610274314 17.523445129394531 12.473758384585379 18.897373199462891 17.064829014241695 24.077409327030182 16.5408591106534
leaf_count=32 241 39 502 150 41 34 44 75 218 33 97 87 57 125 25 38 158 69 73 372 113 179 49 44 406 58 143 49 318 195 36 63 151 120 91 64 334 151 36 46 88 26 40 114 471 134 258 33 35 160 107 63 31 181 29 29 92 89 87 93 114 86
internal_value=-0.0118024 0.00142417 0.0119257 -0.0147637 -0.0210017 -0.0110451 0.0141859 0.00500717 0.00948354 0.00462965 -0.00506535 -0.0289752 -0.0220656 -0.0179929 0.0149801 -0.0244445 0.0309284 0.0119278 -0.00995156 -0.0265585 -0.0235601 -0.024933 -0.0167529 -0.00677265 0.00694317 -0.00583982 -0.0303036 -0.00577459 0.00830796 -0.0232564 -0.0322779 -0.0212286 -0.0131024 -0.00825302 -0.0153165 -0.0183314 -0.0227411 -0.0110039 0.000533722 -0.0025358 0.0121912 0.00857799 -0.0197958 -0.0205678 -0.0177582 -0.00746478 -0.0243639 -0.0298494 -0.0147553 -0.00603584 0.00358048 -0.00499407 -0.00789892 -0.0128665 0.00129129 0.0105422 -0.0274751 0.0219668 -0.0324151 -0.0307673 -0.0248612 -0.0302252
internal_weight=1331.32 545.924 331.376 214.549 785.393 202.457 43.4818 273.763 194.199 167.298 127.935 86.6138 66.1579 158.976 24.7516 582.936 33.7984 15.1551 103.183 456.263 303.109 280.999 126.673 12.196 159.923 79.5642 58.6997 22.1096 152.319 257.148 46.1024 211.046 92.0358 62.4495 39.3872 120.646 74.5445 46.1017 17.0961 68.5925 99.1393 73.1074 197.487 190.585 136.604 43.7333 103.251 54.555 15.8671 55.7241 23.0623 61.4575 51.8912 39.4656 26.2001 68.1867 53.9817 26.0319 153.154 134.257 57.6831 40.6183
internal_count=7516 3379 2202 1177 4137 1151 305 1700 1246 1028 740 437 350 846 166 2986 261 103 574 2314 1562 1437 672 69 995 454 293 125 956 1324 231 1093 501 350 211 634 383 251 100 396 638 461 1030 990 719 248 532 274 84 314 139 350 287 212 154 435 271 177 752 665 293 200
is_linear=0
shrinkage=0.03


Tree=19
num_leaves=63
num_cat=0
split_feature=32 31 58 31 26 45 26 0 45 0 2 45 36 28 28 25 0 58 11 5 5 45 45 53 31 26 26 26 32 11 42 11 31 34 45 42 36 26 5 42 36 5 53 42 0 54 0 11 42 0 0 0 49 37 5 26 32 32 26 11 42 5
split_gain=171.164 97.6344 50.321 52.4007 38.1523 37.46 31.1472 27.5854 23.1736 25.1063 23.1726 22.0511 30.0134 18.5202 16.066 12.5071 15.3908 11.7157 10.4716 24.5975 11.6542 17.7146 10.0831 9.79786 9.7393 11.2669 17.22 9.64529 10.4873 21.4792 11.6235 10.9182 7.87459 9.42301 10.4836 8.50793 11.8667 7.39731 7.14296 6.67829 6.66587 6.59598 5.87486 5.16395 5.04613 4.25731 4.0592 9.13305 3.90344 3.88737 3.85357 3.7943 3.71684 3.46706 3.45411 3.33668 4.31738 3.25141 2.80598 2.80325 2.73508 2.72881
threshold=1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.97500000000000009 7.5000000000000009 70.000000000000014 1.5000000000000002 21.500000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 39.500000000000007 1.0000000180025095e-35 0.7717716874410715 0.01941930618401207 0.025657894736842109 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 12.500000000000002 0.18500000000000003 0.80039597484269975 4.5184800837290524 0.86073272698808534 0.12000000000000002 1.0000000180025095e-35 1.5000000000000002 3.9303249852141158 1.0000000180025095e-35 8.5000000000000018 0.025657894736842109 3.4616029401188846 1.0000000180025095e-35 0.3133928571428572 1.0000000180025095e-35 4.2667341507509216 38.500000000000007 1.0000000180025095e-35 24.500000000000004 0.67915159828926641 4.8244373509905714 33.500000000000007 39.500000000000007 39.500000000000007 0.15500000000000005 1.0000000180025095e-35 0.05764936625340731 9.5000000000000018 0.16500000000000004 0.17500000000000002 9.5000000000000018 0.92591708652102567 3.6495906236714224 0.031754032258064523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 8 7 17 41 9 -2 -10 12 49 15 24 -8 -17 32 20 22 -7 -22 -20 -23 25 26 -4 28 29 30 -6 -30 33 34 35 36 39 38 52 -1 -26 46 45 -40 -15 58 -3 -48 -36 -5 -12 -37 -11 -19 -39 56 -27 -51 -13 -41 -34 -60
right_child=2 5 14 11 27 18 13 -9 10 37 50 42 -14 44 -16 16 -18 53 19 -21 21 23 -24 -25 40 55 -28 -29 31 -31 -32 -33 60 -35 48 51 -38 54 43 59 -42 -43 -44 -45 -46 -47 47 -49 -50 57 -52 -53 -54 -55 -56 -57 -58 -59 61 -61 -62 -63
leaf_value=-0.0089151615779774571 0.046894561235386031 0.034237144457127257 -0.030114649658421779 -0.014702578552584241 0.0014266832362965138 0.037812635595617504 -0.047108140438196278 -0.041181833319593623 -0.031456091486526866 0.014762756741556414 0.022404335176584599 -0.034817156745720786 -0.034704295194667306 -0.012990676976837812 0.0097332752841530219 -0.032274007871512689 0.015484877337217325 -0.0093572100769635912 0.0035635670310352257 0.035438120315555065 -0.011554433192013954 0.04330597393613151 -0.042718151749828959 0 0.017525285977978342 -0.040599049911070384 0.024684473555589143 -0.042141715683259341 -0.034465576523394256 -0.019820602748820092 0.059486318497806202 0.010607564005933989 0.0048265874827177072 -0.017340806356685973 0.010660757799167237 -0.03840777851907598 -0.024247386115355998 -0.02295321292018462 0.0029654098456977831 0.030127618720189854 -0.026040688418363402 -0.0095265657529394407 -0.039572221182538364 -0.024962415001939665 0.021000874658269129 -0.043940990481612714 -0.029923195654054071 0.0087203318801518555 0.045452915738975169 0.022327513179289122 0.047761593995143535 -0.0066246187877243073 -0.011148450721860411 -0.036104981478544337 0 -0.0392983709570984 -0.025252333365454467 0.0036030552424116034 -0.024783153093949788 0.0030600353877589829 0.035378970850822304 -0.014964871269114751
leaf_weight=7.5870666652917889 8.795087628066538 5.1881687194108954 17.406451813876632 5.7613255679607382 7.2339887768030149 58.34751470386982 36.935177937150002 11.464829728007315 4.7105724960565558 26.677856042981148 10.232674703001978 22.396403931081295 23.413883849978447 9.3695000261068326 8.0218743532896024 25.4611586779356 7.6326236426830283 8.1742332950234413 9.6544821560382861 16.419724322855473 13.233176432549952 16.84589717537165 7.0320260375738135 6.2785024940967551 5.5561947897076589 28.909823916852474 7.0150083452463141 13.967941075563429 27.81723789870739 24.946465268731117 5.5558146238327026 5.5185602456331244 5.4382384046912176 31.139082856476307 7.3332498520612699 7.0163812041282636 9.4445603191852552 23.71411257237196 10.682049512863161 14.708640083670618 6.6459101662039757 20.602322965860367 32.764265052974224 12.275277376174925 6.4479556679725638 11.348451048135756 5.445245072245597 159.31450774520636 5.5955800712108612 14.201636001467703 17.613566391170025 7.5776607021689415 5.6925370395183554 12.032382167875767 8.3616575449705106 134.65021286159754 53.4057712033391 22.372941866517067 134.35030889511108 5.2107449918985358 6.2778201028704643 37.363423474133015
leaf_count=42 74 39 87 30 42 488 164 54 23 170 72 106 113 52 49 128 49 45 58 133 72 149 32 36 35 138 46 66 132 130 43 34 34 164 50 33 47 121 63 104 33 112 156 62 44 51 26 1003 43 96 148 42 31 57 48 654 274 133 678 31 48 199
internal_value=-0.0115294 0.00138765 -0.0205381 -0.0150872 -0.00366856 0.0116252 -0.0144045 0.00354087 0.0065945 -0.000764308 0.0283933 -0.023091 -0.00755523 -0.0283681 -0.0312835 -0.0349752 -0.021052 -0.00492873 0.0243306 0.0094622 0.0294341 0.0156905 -0.0158601 0.0315043 -0.0326113 -0.0339381 -0.0140574 -0.0192568 -0.0145694 -0.00351695 0.0276369 -0.0268063 -0.00090734 -0.0038195 0.00265157 -0.00332879 0.00421094 -0.00572464 0.00082761 0.0143034 -0.00575654 0.00630351 -0.0273437 -0.0117951 0.000580529 -0.0253279 0.00826676 0.00737208 0.0266388 0.00741109 0.0388837 -0.0226232 0.00998141 -0.0257764 -0.0171477 -0.0361332 -0.0308003 0.0111187 -0.0241647 0.023446 0.02202 -0.0227016
internal_weight=1322.59 543.208 779.379 517.768 213.795 329.826 213.382 202.015 128.755 96.1986 32.5568 303.973 65.7498 85.8464 261.611 70.029 33.0938 127.536 127.811 33.1062 94.7051 36.3576 16.6865 23.1244 253.589 241.387 24.4215 85.04 71.0721 37.7363 12.7898 33.3358 107.329 95.613 64.4739 51.5451 36.951 87.4035 55.3277 27.5065 12.2021 190.55 238.223 22.9573 15.8175 205.459 169.948 164.76 12.9288 42.3359 27.8462 14.594 32.3704 20.2066 32.0758 216.966 82.3156 36.5746 194.11 19.9194 11.7161 171.714
internal_count=7516 3379 4137 2821 1259 2202 1177 1234 812 569 243 1562 372 437 1316 341 177 740 968 223 745 257 90 185 1267 1199 133 447 381 215 85 166 638 556 392 299 224 495 326 177 68 1180 1190 125 96 1034 1068 1029 93 259 220 75 201 102 169 1066 412 229 983 135 82 877
is_linear=0
shrinkage=0.03


Tree=20
num_leaves=63
num_cat=0
split_feature=31 58 31 25 42 46 53 45 28 31 28 54 46 21 45 42 1 31 43 45 43 53 3 12 1 35 42 45 43 1 3 50 27 21 1 47 27 12 1 3 42 27 42 50 31 43 3 3 43 42 1 49 3 43 42 1 50 1 47 1 12 28
split_gain=131.713 80.9438 47.9919 39.3009 30.0909 27.5291 26.6233 25.4386 18.464 15.9044 14.5102 13.6137 11.9124 11.6885 10.9867 15.4596 19.653 9.08541 7.79736 7.76514 7.76246 7.38057 7.11898 6.705 6.51498 6.49232 6.00587 5.96214 5.73342 5.3169 4.9352 4.8485 3.86122 3.71902 5.59426 3.63352 4.29426 5.07291 3.29422 3.18455 3.6694 3.00313 2.98209 2.96695 4.05815 3.73097 2.94394 3.4164 2.89763 2.89728 9.07881 3.73439 2.76815 5.03537 2.60362 2.41406 2.34889 2.3014 2.25037 2.24778 2.49995 2.20219
threshold=0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.0186495125046582 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 0.42354256669754398 1.5000000000000002 3.7467622390330519 4.5979312839442175 0.31000000000000011 -0.52499999999999991 0.97500000000000009 0.52500000000000013 1.0000000180025095e-35 0.1478384990254171 0.22500000000000006 3.6528557519457316 1.0000000180025095e-35 4.9614314031341502 1.5000000000000002 -0.52499999999999991 5.9911807849880896 0.41250000000000003 2.4194005465518993 1.0000000180025095e-35 0.35922697885096067 3.6339835643916452 2.5000000000000004 1.0000000180025095e-35 0.4250000000000001 3.526441577715048 0.51250000000000007 3.7385744636323821 1.0000000180025095e-35 3.6661845113717573 1.9276964374892214 0.12000000000000002 -0.22499999999999998 0.1292291937453228 0.10893210283454187 -0.27499999999999997 5.0984291050021247 5.0796373003381596 1.0000000180025095e-35 0.48750000000000004 -0.27499999999999997 3.7222509892493991 3.7044269646841417 2.8625437813686543 4.8006355995216721 15.000000000000002 3.5937425525307249 0.37500000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 10 11 43 9 28 13 12 17 14 15 35 -17 20 -16 24 23 25 27 32 48 41 -14 -12 -3 -6 -24 -26 -2 49 -35 59 38 -38 -37 54 -41 -20 -33 -4 45 -45 47 57 -19 50 -25 -51 53 -15 -36 -46 -44 -21 61 -1 -61 -9
right_child=3 8 7 -5 29 -7 -8 58 -10 -11 22 -13 26 52 18 16 -18 19 21 46 -22 -23 30 33 31 -27 -28 -29 -30 -31 -32 42 -34 34 39 36 37 -39 -40 40 -42 -43 56 44 55 -47 -48 -49 -50 51 -52 -53 -54 -55 -56 -57 -58 -59 -60 60 -62 -63
leaf_value=0.010362895489914519 0.0097490245402365276 -0.002927812408130719 -0.020002087701558154 -0.042800307277086801 0.02016843717446426 -0.04338053128117652 -0.029088000512195119 -0.031837801114238409 0.011472555942810238 0.0099333648093347018 -0.014941592499670765 -0.042191978301586074 -0.041825333501687968 -0.00074738542731955511 -0.025424344186089663 -0.0368180425414339 0.0017950916939791311 0 0 0.038569177433603954 0.023765645867912702 -0.019735512052712449 0.034139399139525559 -0.00014220096750916834 -0.019783394959508233 0.03055601038273046 0 0.020740528091310072 -0.034595452672714237 0.057062597742086739 0.0051721713335780477 -0.0052523080547777707 0.035657015490148158 0.034801454196711892 0.00244152143472768 -0.024660980254755979 0.019336664695989318 -0.012612329114622817 -0.0098407020704467524 0.0046875506063859367 -0.018622402617995762 0.024655909398587805 0.032767302551496708 -0.02503835637637947 0.02357735533925193 0.0063466344112264482 0.036620152200522886 -0.0020130725488139317 0.028443790609469406 -0.00049549498173221968 -0.035359380217449145 0.036776077126873433 0 0.033051162810846017 0.015798764423742256 0 0.003675565354332869 0.0063893741390986221 -0.010337268482753043 -0.018494456954515022 0.0020898420276902791 -0.021830792492881768
leaf_weight=13.240924432873724 21.642715990543369 5.7101836428046218 5.7566057294607154 17.336757451295853 15.254069149494173 17.889170721173286 21.981517843902111 117.82523326575756 8.4638696387410146 7.3450672775506964 12.078890584409239 5.3064609169960013 6.850609138607977 6.2641876786947241 8.4711879342794401 42.605224005877972 15.985060945153235 4.3987766206264522 30.953917682170868 5.9302264079451579 16.772939585149288 8.6761822625994665 13.278333984315397 197.00298076122999 8.7147802859544772 10.519867964088915 5.6659490391612053 6.1624602898955336 264.26175406575203 5.0316276475787154 9.7517506182193738 9.3532660305500048 7.2463554218411437 5.836198814213275 30.281878501176834 19.069383762776852 8.4028736650943774 8.9872104972600919 56.980408437550068 15.238974899053575 9.5888634324073774 5.0452461913228026 4.7927721068263036 6.4595878273248672 8.8664487600326556 6.3947332203388232 15.576537877321242 5.2128514125943175 13.453574195504187 4.9881784394383413 6.6299856007099143 3.9900926128029823 11.103027530014513 9.1984152570366877 24.986043341457844 7.6083636432886115 6.1947232335805893 3.8506181985139847 6.8305385187268248 7.9198714122176197 14.061421662569044 31.718419052660465
leaf_count=84 143 33 30 81 109 81 111 582 52 45 65 24 32 38 44 206 95 27 189 51 123 45 98 1211 46 79 35 44 1318 39 60 53 55 43 187 98 55 48 318 93 51 36 35 32 60 39 130 34 95 32 32 32 65 68 170 45 38 27 38 42 83 162
internal_value=-0.0112701 -0.018468 -0.0116973 0.00125956 -0.00517038 -0.00732894 0.00294558 -0.0238157 -0.0314221 -0.0327603 -0.00526091 0.00457385 0.00517837 -0.00774299 -0.00975998 -0.0134191 -0.026211 0.00604981 0.00091656 0.0153457 0.00393225 0.00514479 0.0112393 0.00288407 0.0074481 0.00997822 -0.0233423 -0.00246757 -0.0339505 0.0300802 0.0222821 -0.00114294 0.0166544 0.00152123 0.00678584 -0.00751579 -0.0106089 0.00252863 -0.0136905 0.00458815 -0.00415222 0.00366352 0.00666612 -0.000549122 0.00317545 -0.00910739 0.0271419 0.0165478 0.0216206 -0.00058278 -0.00135183 0.0158553 0.0110143 0.019141 0.00862355 0.0131131 0.0172607 0.0268834 -0.0289904 0.000534083 -0.00515608 -0.0297874
internal_weight=1313 834.172 548.391 478.825 356.931 336.645 461.488 191.46 285.781 277.317 318.756 439.506 434.2 277.484 250.919 187.252 58.5903 421.683 63.6664 77.4781 344.205 55.1952 41.2714 327.432 46.9079 46.519 12.5166 18.2414 269.972 20.2857 23.0301 29.0555 28.8891 298.543 85.932 128.662 93.4399 17.3901 76.0498 80.0958 24.8278 35.9992 20.3408 35.0857 29.3291 12.8543 30.5702 14.9937 17.8524 212.611 203.633 8.97827 26.5656 15.4626 55.2679 16.4748 10.9875 9.78084 156.374 35.2222 21.9813 149.544
internal_count=7516 4525 3077 2991 2089 1941 2910 988 1448 1396 1860 2799 2775 1593 1422 1029 301 2708 393 536 2172 349 267 2049 294 304 67 109 1351 148 158 172 198 1851 544 728 519 103 416 501 144 225 126 206 176 71 242 112 122 1307 1243 64 171 106 357 105 73 78 782 209 125 744
is_linear=0
shrinkage=0.03


Tree=21
num_leaves=63
num_cat=0
split_feature=32 13 24 58 26 0 58 53 28 5 5 13 32 13 42 42 24 26 26 42 32 13 26 28 32 42 0 26 26 5 32 27 1 37 0 5 54 1 27 26 21 26 1 42 26 14 14 0 5 14 1 42 14 29 49 32 26 26 32 42 26 21
split_gain=156.887 73.9418 46.5905 46.4114 47.3526 18.9038 24.2429 15.9981 14.814 14.4606 19.2396 15.2141 13.7572 30.0785 15.7927 12.2166 12.0591 18.8798 15.1827 10.842 9.70873 10.3364 15.664 10.4089 10.0508 9.69871 14.1988 9.67289 16.5136 6.49432 5.84873 8.70712 9.07236 5.83473 5.52108 5.10769 4.99017 4.94354 4.32617 6.09393 4.18869 4.13808 3.91907 3.49012 3.644 3.32249 3.289 3.2475 3.18711 3.68405 3.03552 3.02549 3.14722 2.90651 2.87365 2.85648 5.71102 3.28711 2.83158 3.73924 2.64645 2.69817
threshold=1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 38.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.025657894736842109 0.01941930618401207 1.0000000180025095e-35 0.15000000000000005 0.90000000000000013 5.0005279307147701 4.352747819918128 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 3.885512953955101 0.53500000000000014 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 0.17500000000000002 5.0315115408785305 42.000000000000007 6.5000000000000009 3.5000000000000004 0.025657894736842109 0.17500000000000002 1.0000000180025095e-35 4.4557053684909791 1.0000000180025095e-35 39.500000000000007 0.024404761904761908 1.0000000180025095e-35 3.6166825895759684 1.0000000180025095e-35 10.500000000000002 0.33106299493423219 8.5000000000000018 4.7829354014028169 4.3298514159003032 11.500000000000002 0.69416099773242645 0.66141439205955344 39.500000000000007 0.28759398496240607 0.66565040650406515 4.6335050209865818 3.5368030955064285 0.73795005807200942 1.5000000000000002 1.0000000180025095e-35 0.18500000000000003 11.500000000000002 10.500000000000002 0.16500000000000004 3.725275538681025 10.500000000000002 0.38265576611255103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 12 19 37 20 27 10 11 34 -2 14 15 58 17 18 33 -1 21 22 23 30 -24 26 43 28 -5 -17 31 32 -6 -3 -4 -33 38 45 55 -40 -32 -39 -22 44 48 46 -7 -45 49 -11 -43 -36 60 -12 -25 56 57 -23 -14 -60 61 -53
right_child=3 16 9 8 7 6 -8 -9 -10 25 53 -13 13 -15 -16 29 -18 -19 -20 -21 42 36 24 54 -26 -27 -28 -29 -30 -31 40 35 -34 -35 51 -37 -38 41 39 -41 -42 50 -44 47 -46 -47 -48 -49 -50 -51 -52 52 -54 -55 -56 -57 -58 -59 59 -61 -62 -63
leaf_value=-0.0098887087519271694 -0.024716613287516086 0.027676625568793217 -0.017644897176454219 -0.028894385802860762 -0.028977838828824598 0.0047864689486082426 -0.028843337139160267 -0.038420337942300806 0.0091501961533635105 0.023342791656856297 0.038822953709644795 -0.041281382448167092 0.023731065499579481 0.043771492655507782 0.040815845397956123 -0.0043065036869898016 0.03360237942703196 0.045626497076524747 -0.04161062592866089 -0.038094109015099895 0.029221193315357115 -0.020876541584193654 -0.041738221557871484 0.020152795737094633 -0.0057695427175856115 0.027578103196112171 -0.041762004361044484 -0.033454647785522984 0.0249737142377339 -0.040386180313639886 -0.0089071549905642561 0.010702209620299491 0.0037623342863815478 -0.0028685240714181825 0.015446223650952214 -0.017646602538863014 -0.042973754180377674 -0.0097663131538076632 0.012253437466129937 -0.017445798119646239 0.013514868148755929 -0.0037701847838780681 -0.0069472219652243162 -0.027644341195618587 0.022164806827163201 -0.0049492736134822395 0.032439728199700375 0 -0.01074447006354729 -0.0057115824806083385 0.019184182874122459 -0.0015264177587568553 -0.015287581358822534 0.016292823109361473 -0.002801186708318101 -0.034157588322499703 -0.028905807171823842 -0.0079453406293514845 -0.0044606266623627953 0.018465852189147838 0.014495619408440779 0.0099030169036832764
leaf_weight=18.672569200396538 12.629704289138315 9.7812953591346776 7.7010328918695441 16.994261562824253 39.408713430166245 8.3405566364526802 36.849433712661266 35.075799122452736 8.0289600193500501 6.787447676062583 18.590165808796886 6.0007014274597159 5.2459312230348578 17.189364023506641 7.264913171529769 8.3618271499872225 58.919289723038673 10.492502920329569 6.2666755169630042 40.796837121248245 5.224522337317465 51.864689253270626 22.26793809235096 13.79879590123892 10.857108674943445 6.4618054926395407 10.635355114936827 223.14143685251474 7.0099993646144858 10.799760781228541 18.501595564186577 14.232015907764437 8.9896289706230146 12.125627584755421 36.59850649535656 9.2594230920076352 10.475244238972662 40.670559011399746 7.2881416901946059 32.376804076135159 12.316077157855032 10.563300564885141 4.8311639577150345 9.040070027112959 5.7519951760768881 6.8055745363235465 8.2999283224344236 6.9515254199504843 21.089788556098938 8.3114806413650495 9.3005299642682058 40.988716393709183 5.9524169564247122 9.2527207434177381 6.841073401272296 21.341400951147079 58.275063648819923 30.130449257791042 29.136070564389229 7.9730720221996298 27.852404527366161 32.684490203857422
leaf_count=101 66 70 40 87 198 52 187 171 49 45 156 28 35 151 62 49 502 89 29 199 36 267 108 91 60 50 51 1134 46 49 101 88 53 74 244 48 48 225 46 170 77 61 27 44 38 39 59 40 114 47 62 245 32 68 40 102 293 168 165 52 181 207
internal_value=-0.0109951 0.00140624 -0.00381418 -0.0197068 -0.0144651 -0.0155376 -0.00862731 -0.0189221 -0.0301802 0.00427792 0.00878199 0.00466126 0.0041592 0.0085184 -0.000306167 -0.00537629 0.0250162 0.0116727 -0.000993536 -0.0294014 -0.0170789 -0.0178804 -0.0119247 -0.00691805 -0.0302345 -0.006779 -0.0101748 -0.0314886 -0.0128389 -0.0251586 -0.0108554 -0.0155316 -0.0227827 0.0106253 0.00656907 -0.000273188 -0.0222377 0.000219381 -0.0210871 -0.0118042 0 -0.00423935 0.0114628 -0.00414906 0.000276926 0.0119234 0.0191571 -0.0159876 -0.00313985 0.00709151 0.00676243 0.00792758 0.00528767 0.0317193 0.0123029 -0.023311 -0.0215717 -0.0162287 0.00350847 0.000376998 0.00658066 0.00347602
internal_weight=1305.67 538.535 440.95 767.131 511.956 180.299 120.83 413.356 255.175 260.651 185.621 157.778 98.6006 85.9709 68.7816 61.5167 97.5854 38.6661 28.1736 59.4694 378.28 368.224 156.472 123.347 33.125 75.0295 68.5677 247.146 24.0043 19.1616 102.707 71.8898 48.3983 21.9069 151.778 23.4914 211.752 83.9804 201.277 39.6649 30.8177 60.5344 10.0557 57.9323 41.9407 23.4461 16.6405 15.9916 36.1887 15.0989 19.8638 144.077 107.478 27.8429 20.6399 161.612 140.27 81.9951 42.3551 37.1091 101.526 73.6732
internal_count=7516 3379 2615 4137 2821 985 685 2192 1316 1630 1201 977 629 563 412 350 764 262 173 300 2021 1958 864 696 168 429 379 1267 133 98 565 387 251 144 949 136 1094 498 1046 216 178 348 63 328 244 150 111 84 206 92 123 909 665 224 131 830 728 435 252 217 633 452
is_linear=0
shrinkage=0.03


Tree=22
num_leaves=63
num_cat=0
split_feature=32 31 13 58 31 13 13 32 36 32 58 0 13 31 28 5 5 13 0 0 5 31 36 0 14 36 21 50 36 2 0 49 0 17 0 32 28 32 14 14 14 2 27 50 25 43 48 41 50 43 27 14 31 14 9 50 14 4 54 43 14 0
split_gain=149.209 85.2337 74.2085 44.7992 47.0965 31.1987 29.6352 35.5798 23.8514 19.1633 14.713 21.0583 21.3634 20.4189 14.2381 11.9052 27.3206 17.9564 11.0796 18.0239 9.4989 9.36609 8.14512 7.60895 7.4317 6.90786 10.6458 6.40804 6.14693 5.79134 5.60091 5.49938 16.6302 5.42289 5.33776 5.21249 4.59197 4.2189 4.14071 4.00787 3.89313 3.86529 5.00734 3.30807 3.27955 3.20507 3.04938 3.18614 3.87094 5.17474 3.25444 2.95281 2.91144 2.84944 2.72072 2.61593 2.53611 2.48804 2.48039 2.402 2.39864 2.39145
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 0.18500000000000003 1.0000000180025095e-35 0.25000000000000006 1.0000000180025095e-35 38.500000000000007 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.025657894736842109 0.01941930618401207 1.0000000180025095e-35 49.500000000000007 1172.0000000000002 0.22048611111111113 1.0000000180025095e-35 1.0000000180025095e-35 54.000000000000007 0.60776772247360489 1.0000000180025095e-35 0.32479088507391707 3.1307312134163801 1.0000000180025095e-35 2.5000000000000004 39.500000000000007 0.37500000000000006 42.000000000000007 1.5000000000000002 33.500000000000007 0.18500000000000003 1.0000000180025095e-35 0.17500000000000002 0.63299319727891168 0.61611054937647458 0.58847248576850109 3.5000000000000004 1.0000000180025095e-35 3.4150731631156739 1.0000000180025095e-35 -0.22499999999999998 1.5000000000000002 1.0000000180025095e-35 3.3361473422153938 0.074999999999999997 1.0000000180025095e-35 0.58847248576850109 0.28500000000000009 0.62981481481481494 0.37500000000000006 3.3536489182451987 0.68011627906976757 0.29289215686274517 1.0000000180025095e-35 -0.22499999999999998 0.61811868686868698 42.000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 15 4 6 8 18 -8 23 -9 11 12 20 27 21 16 17 30 24 35 -1 40 29 34 33 26 53 -14 -23 -13 -3 32 46 -2 -6 51 44 -36 -39 -37 -5 42 -27 -32 -31 -12 47 48 50 -50 -17 -20 -49 -26 58 -10 -24 -43 -7 60 -42 -18
right_child=3 2 -4 14 5 54 7 9 55 -11 45 22 13 -15 -16 31 61 -19 19 -21 -22 28 56 -25 25 41 -28 -29 -30 36 43 -33 -34 -35 37 39 -38 38 -40 -41 59 57 -44 -45 -46 -47 -48 52 49 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.037091790472866586 0.031256953211999117 -0.018548610436729729 0.042737435898293506 -0.012716358739757813 -0.014761013762518262 -0.025502877382074365 0.049983463596631417 -0.017757537862072431 -0.037511932469076067 0.044523113327429184 -0.015949280087112071 0.013073926658976691 0.048322381086454536 -0.033747209688283514 0.008879481183111812 0.006774817283082114 0.020990950917501455 -0.041964903706162071 0.015163478151315281 -0.02976680344801972 -0.0059358796205035546 0.017749436777780642 -0.0068553073368176039 -0.024772227783729867 0.0050680394255190218 -0.028075747480639856 0.022566149649560493 0.00794418972443575 -0.024365300708913063 -0.011930730298519675 0.0057261240651471871 0.017194791593619647 -0.044275766884831855 -0.0049906312850021353 0.02364976099140461 0.020876352166558899 0.021957343799901368 0.023654755772436732 -0.0026653565867840127 -0.013574557042158741 -0.017819242579652513 0.0073179157148686638 -0.0038804305849346882 0.019649049740897765 0.011638083825671417 -0.03733969290540981 -0.019131974421548979 0.0031894566138393017 -0.021679477292485927 0.011995039318709079 0.035471933031636864 0.049752834653752957 -0.020649934580963474 -0.018065801769947251 -0.038282271496101632 -0.012872145386253623 -0.034611244568826166 -0.016060181418135838 -0.042149939525562764 -0.036640347608326664 -0.031526063189770463 0.043515807267531903
leaf_weight=45.832791693508625 4.9319433867931375 7.5518449246883383 54.870949514210224 10.07691717147827 7.2625530138611785 182.80998694896698 18.515760570764542 20.358068555593494 17.198558479547504 5.4536962062120429 10.60785862803459 35.324036628007889 4.8744294345378938 9.8320993632078153 8.0315879881381971 14.295626543462278 7.9827629551291492 7.0845780074596396 4.7438243553042465 8.4742921441793424 11.587576948106287 5.5492666363716108 6.7653744965791685 6.8152046501636496 5.3532812893390682 51.203819632530212 9.2195324152708036 13.752502270042894 6.4801512807607651 28.634532786905766 134.03918100148439 8.3892356529831869 9.6470037102699262 12.699575670063496 17.876004360616207 7.0544003993272764 5.2197146341204634 7.1276935935020473 19.051082365214825 4.8585072532296181 16.638812907040119 5.9911026358604458 9.8333207219839078 17.801723524928093 6.0986746698617926 24.73422434926033 8.0049186795949918 7.7971032857894924 8.1092339679598791 7.7308696433901778 4.9876608103513709 6.1593450009822845 9.7606846243143064 25.078946501016617 23.297375097870827 6.4394744560122481 6.4359872341156006 10.738022372126578 10.045963764190672 110.41979701817036 94.773177228868008 18.007024213671684
leaf_count=226 34 39 502 56 38 931 156 113 84 47 57 226 39 49 49 86 59 33 33 42 64 35 39 34 32 262 61 90 33 161 835 61 46 72 121 51 36 48 108 27 91 36 55 121 39 121 41 46 41 48 35 51 50 131 116 35 30 56 47 561 491 159
internal_value=-0.0107464 0.00137004 0.0109738 -0.0192876 -0.0141307 -0.0218071 -0.00323601 0.0184636 -0.00591112 -0.00412661 -0.0135304 -0.00987991 -0.0204452 0.000610435 -0.0296532 0.00449805 0.00852746 0.00400117 -0.00906994 0.00685713 -0.030951 -0.0309527 0.000330398 0.00434714 -0.0128092 -0.0155459 -0.00511841 0.0192304 -0.00447426 0.00422286 0.00613186 -0.00527402 -0.00808029 0.00504903 0.00841197 0.020861 -0.00347945 0.0124171 0.00439838 0.00633856 -0.0322953 -0.0207589 -0.0243012 0.0074216 -0.00757768 -0.0312141 -0.00210138 0.000435538 0.00575293 -0.0049257 0.0147933 0.0357881 -0.00980871 -0.013794 -0.0277818 -0.0312156 -0.0211493 -0.00734596 -0.0264439 -0.0331454 -0.0295684 0.0370395
internal_weight=1296.32 535.76 326.06 760.561 508.591 297.924 210.667 44.3275 81.7706 25.8118 209.7 174.358 85.8794 28.459 251.97 271.189 192.467 166.477 166.34 31.2904 57.4204 243.938 88.4783 58.1325 135.05 117.418 39.6518 18.6269 12.0294 75.277 159.393 78.7223 70.3331 17.6315 51.3173 22.8161 39.9529 44.0548 26.1788 11.9129 231.909 77.7663 61.0371 151.841 34.7332 35.3421 60.6861 52.6812 35.1234 15.8401 19.2833 10.9032 17.5578 30.4322 216.153 23.638 13.2014 16.7291 192.856 221.832 111.412 25.9898
internal_count=7516 3379 2202 4137 2821 1562 1259 316 468 160 1177 999 468 178 1316 1700 1246 1028 943 204 290 1267 531 349 739 633 224 129 68 462 995 454 393 106 315 162 236 277 156 78 1199 409 317 956 200 178 347 306 210 89 121 84 96 163 1094 119 69 92 978 1143 582 218
is_linear=0
shrinkage=0.03


Tree=23
num_leaves=63
num_cat=0
split_feature=32 31 45 26 26 45 31 1 35 32 31 31 1 32 45 0 2 45 50 1 31 36 45 4 0 4 2 9 4 43 12 32 12 0 35 50 32 0 1 21 26 21 34 45 26 32 31 45 45 0 1 26 31 26 21 9 46 45 4 0 32 1
split_gain=141.913 80.728 32.8441 28.2075 25.2892 27.1355 30.7103 25.2858 17.8525 13.8875 12.3872 10.7229 10.2297 9.12918 15.6938 8.5637 31.9165 17.6866 12.0054 8.41911 17.5331 10.9723 7.56649 7.34718 6.81543 9.79678 9.80667 6.0219 5.94246 5.75924 6.21898 5.34134 6.7032 5.18057 5.15572 5.02638 4.64207 4.21741 4.01044 4.00826 3.89468 3.90897 6.95368 11.0295 3.72134 3.78955 10.6218 29.3235 6.13512 6.32472 4.05845 3.92981 3.70504 3.69232 3.68115 3.52812 3.41905 3.3025 3.25096 3.02924 2.8558 2.61007
threshold=1.0000000180025095e-35 0.16000000000000003 0.97500000000000009 7.5000000000000009 8.5000000000000018 0.97500000000000009 1.0000000180025095e-35 5.0796373003381596 1.0000000180025095e-35 0.17500000000000002 1.0000000180025095e-35 0.12000000000000002 4.6335050209865818 0.15000000000000005 1.0000000180025095e-35 23.500000000000004 3.5000000000000004 1.5000000000000002 2.9242685963818378 3.7666825895759684 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.39990933816863111 49.500000000000007 0.52142857142857157 3.5000000000000004 0.32500000000000007 0.35067567567567576 -1.0000000180025095e-35 0.52500000000000013 0.53500000000000014 0.4250000000000001 21.500000000000004 1.0000000180025095e-35 3.315707808323157 0.17500000000000002 24.500000000000004 4.8037733451769924 0.35142787597286573 6.5000000000000009 0.3674147542516305 1.0000000180025095e-35 1.5000000000000002 14.500000000000002 0.18500000000000003 1.0000000180025095e-35 0.97500000000000009 1.5000000000000002 33.500000000000007 4.9042169434880387 13.500000000000002 0.2950000000000001 9.5000000000000018 0.37301951694796365 0.37500000000000006 1.0000000180025095e-35 1.5000000000000002 0.32697368421052636 39.500000000000007 0.16500000000000004 4.8341389671286441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 11 5 8 24 23 54 60 12 33 39 14 -6 -4 22 18 29 20 34 -22 -17 28 25 26 -7 31 38 -18 -31 44 -33 -1 36 -11 -15 -35 -3 56 41 42 43 -39 45 46 47 -21 49 -48 -51 -50 -16 -36 -2 -19 -5 -44 -13 -28 -10 -45
right_child=4 2 15 10 13 6 -8 -9 9 35 -12 58 -14 19 52 16 17 55 -20 27 21 -23 -24 -25 -26 -27 59 -29 -30 30 -32 32 -34 37 53 -37 -38 40 -40 -41 -42 -43 57 61 -46 -47 48 -49 51 50 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.015005621458510315 -0.004644467196608197 0.0070956001708145375 0.042686462818679743 -0.0097452009091950186 0.017440088199445265 -0.031082103308911067 -0.040764794185298409 -0.039884321870876191 -0.034539119997217003 -0.014045328836810171 -0.047785340960717793 0.0087111642801337708 0.012476117412144666 -0.028954670091599168 -0.0012841182250823825 0 0.043392587402154334 0.039625211393238623 -0.015604444129261168 -0.022875178019174592 -0.0075154436028196103 -0.032351879591097629 -0.038117638246537237 0.038906455717536627 0.041945664515541853 0.041641746856848572 0.0033461855377408243 -0.032380610475498138 -0.018080706156428969 -0.0074628302520014849 0.03667949223350226 0.02176419082735833 -0.022813551006761402 -0.034099832054799904 -0.015430679627539771 0.011388896889208419 -0.0059644838899564892 -0.0081740930400825106 -0.013067968497809272 -0.009766912224541428 0.0056852310459765973 -0.021862082197812785 -0.0035746986650574322 0.010879819773609491 -0.040958092009857762 -0.029297210944087361 -0.020064563308111329 0.038376413816660633 -0.025221523171894116 0.011880284805935963 -0.017893466635943277 -0.004755875609847234 -0.023874467455763704 -0.037745232396666342 0.015567538301668167 0.0065668465099726521 -0.033363497289259671 -0.03053144564446731 0.040526724344821539 0.028399525784943157 -0.021529531810879545 0.04339728232518849
leaf_weight=8.2883408665657026 26.779034644365311 165.26283309608698 17.318725608289242 7.7396653890609732 13.448922365903853 5.5010583549737957 8.8789386302232725 11.339265078306196 44.870295383036137 19.566424436867241 19.627504572272301 8.9842415153980237 7.3220795914530745 39.445528462529182 8.8251408189535123 13.259028635919096 7.5693727806210545 51.94139988720417 11.086211301386355 18.575377516448501 53.046824932098389 23.457474105060101 7.2173550128936759 5.7063510343432418 9.7733485177159292 7.8768048360943785 11.704406931996347 29.937637105584145 9.4323912560939771 7.2460143044590968 4.3516649603843689 6.5860675051808339 5.2618983909487724 5.7148413956165305 8.4926232025027257 10.416291140019892 10.894522398710249 32.479473449289799 9.0027156323194486 14.06671220064163 15.946370013058184 19.957396455109119 6.9733883962035188 5.471697770059107 6.9400070607662192 24.890493176877499 23.378323748707771 11.048690050840376 98.77622002363205 13.674936264753343 5.5834770277142516 10.153122268617151 33.801482878625393 113.03046700358391 11.317370258271692 3.6371563374996176 34.008689142763615 12.29626489430666 4.7356694489717475 7.4469287917017928 30.562926426529884 4.8039147555828094
leaf_count=56 152 1036 160 44 88 26 43 56 230 107 87 57 48 203 51 78 62 470 61 99 300 119 35 45 84 69 76 152 49 44 36 44 28 28 48 65 61 185 48 82 98 104 40 38 33 125 122 79 506 85 29 58 175 581 74 22 176 59 38 61 164 37
internal_value=-0.0105054 0.00133597 0.0107044 -0.0132121 -0.0188794 -0.00949928 0.00915451 0.00317102 -0.0161971 -0.0225507 -0.0268024 -0.00418438 -0.0200544 -0.0221297 -0.0104009 0.0228635 0.0195037 0.0275446 0.00874791 -0.0234202 -0.0274279 -0.0152734 -0.0138518 0.00581966 0.0199158 0.0128978 0.00321106 -0.0194718 0.00471803 0.0231588 0.00893264 -0.0176993 0.00141833 -0.00730072 -0.0327795 -0.00499352 -0.0241412 -0.0091678 0.00600575 -0.0244584 -0.00758516 -0.0102469 -0.00635492 0.000273269 -0.018791 -0.0179764 -0.0163576 0 -0.019565 -0.00961177 0.00284462 -0.0233811 -0.0193654 -0.036263 0.00125322 0.0376007 -0.0291953 -0.0212213 0.0205484 0.013591 -0.0294183 0.027193
internal_weight=1286.73 532.787 324.37 208.416 753.943 194.694 51.1815 200.744 143.512 105.416 82.7647 125.652 63.1371 559.249 56.0755 123.627 106.308 85.8318 30.2533 503.174 248.367 76.5043 20.4764 189.404 42.3025 32.5292 24.6524 254.806 183.698 19.1671 11.5977 224.869 11.848 111.932 171.863 29.9827 50.3401 103.643 174.266 55.8151 97.9285 81.9821 62.0247 42.7551 213.021 206.081 181.19 29.6241 151.566 42.6367 19.2584 108.929 42.6266 121.523 38.0964 55.5786 41.7484 19.2697 13.7199 19.1513 75.4332 10.2756
internal_count=7516 3379 2202 1177 4137 1151 359 1234 792 566 437 740 350 2986 314 968 808 695 203 2672 1312 419 113 1178 316 232 163 1360 1133 142 80 1208 72 645 893 172 264 589 1084 302 561 463 359 260 1136 1103 978 178 800 236 114 564 226 629 226 492 220 99 95 137 394 75
is_linear=0
shrinkage=0.03


Tree=24
num_leaves=63
num_cat=0
split_feature=32 13 58 24 53 0 58 28 54 42 0 36 24 34 42 32 13 43 0 13 28 4 27 32 45 32 45 11 48 4 42 43 43 11 11 42 4 11 11 42 40 1 42 4 42 11 49 43 1 32 42 42 45 42 49 1 42 11 1 42 1 35
split_gain=134.977 64.9857 41.8433 39.9805 19.5422 16.9324 21.8474 13.6286 12.0136 11.9443 22.6382 11.1415 10.4376 11.3243 10.1379 9.11105 12.3633 8.31911 7.88474 11.9809 6.8571 12.7426 8.43554 8.55111 13.9644 8.72693 14.1724 8.79291 6.18981 5.59876 5.32133 5.02422 4.97199 4.35308 4.01157 7.17576 3.95433 3.84051 3.68967 4.48744 3.59995 5.46832 3.57825 4.47996 2.95594 2.78753 3.52359 2.76692 2.73981 2.69364 2.73312 6.06259 2.53133 2.29206 2.27371 2.21943 2.06639 2.0519 2.02877 3.44644 2.58262 2.00385
threshold=1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.0005279307147701 51.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.885512953955101 0.25000000000000006 1.0000000180025095e-35 -0.27499999999999997 49.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.28062500000000007 1.0000000180025095e-35 0.17500000000000002 0.69117647058823539 0.16500000000000004 1.0000000180025095e-35 0.78991006739326874 1.5000000000000002 0.39643052150191221 3.6478104020218818 -0.52499999999999991 -0.22499999999999998 0.75611338215075197 0.68549313361399677 3.9303249852141158 0.2556561085972851 0.66692775118394609 0.76801493146068267 5.0250247642442778 1.0000000180025095e-35 3.7967622390330522 5.0315115408785305 0.43132201334141912 3.5330924399105412 0.87024954435563784 0.2950000000000001 -0.22499999999999998 4.6186198135562337 0.17500000000000002 4.6907213539591348 5.0005279307147701 0.97500000000000009 5.0815953173980644 0.32500000000000007 4.4756736333796594 4.3912231078741621 0.75611338215075197 3.7253934147262187 3.7753934147262185 3.6101524028652983 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 8 14 11 31 15 10 18 29 13 -3 -1 20 33 -15 19 28 22 -22 23 25 30 26 -2 61 34 -7 -25 -4 -8 -17 35 37 58 -5 -31 -40 45 44 43 52 -42 -36 -47 -33 -21 50 -23 57 -38 -26 -11 -28 -51 -52 60 -60 -24 -27
right_child=2 12 7 9 -6 6 32 -9 -10 54 -12 -13 -14 17 -16 16 -18 -19 -20 48 21 49 36 24 53 27 55 -29 -30 38 -32 47 -34 -35 40 -37 42 -39 39 -41 41 -43 -44 -45 -46 46 -48 -49 -50 56 51 -53 -54 -55 -56 -57 -58 -59 59 -61 -62 -63
leaf_value=-0.0090985100438109468 0.029554777070307348 0.027547820199002017 -0.00057361508201568187 0.024587938350480266 -0.03412161976055534 0.010042364086108422 -0.010458804152902925 0.0090358832315066574 -0.041701106218754926 0.018214764590373501 -0.040664572920068059 -0.026045412160749078 0.032054063780460551 0.016869993217102704 -0.036608925401186508 0.0075397617427920127 0.034411336665368414 -0.022670636351650387 0.030174093988628345 -0.0097299924374257222 0.014758947188792705 0.0032619242556562768 0.0080607939324256299 -0.003408807350831091 -0.01912442570618068 -0.019129682413531742 -0.031150998509921986 -0.033676022367021718 -0.021767648295817385 0.011483436185875096 0.019988088224399368 -0.026977781400188531 -0.035340386327594737 -0.026553842510697565 0.015865213008242653 -0.034551394379053905 -0.034158161227034356 -0.011703103986924692 -0.0319168133003776 0.0013656369988985153 0.020721369920837805 -0.012156513187279868 0.0086554958832113713 -0.00051081646787566701 0.0026168800834629863 0.004077293317323232 0.028883015234976647 -0.03421530242152606 -0.038763757666843632 -0.030313622305372684 -0.0078431918165580584 0.01269276117221765 -0.014200675265461088 0 0.043104433105265579 -0.011925393563801599 -0.011324650129489182 -0.033643048785178285 0.031061602632353229 -0.0034829702690695507 -0.011985890071689466 -0.0031686828711495305
leaf_weight=18.562900073826313 6.7414052635431281 19.092707462608814 5.5425517186522475 5.1036370843648893 38.280834525823593 52.362729072570801 11.692584224045275 8.0280285179615003 11.711065098643301 11.015152879059317 10.394982069730757 12.038101732730864 56.531300537288189 8.3403444215655345 39.116944186389446 5.7948808223009127 9.0243474617600423 10.521053351461886 9.8769108727574331 6.9034324884414655 22.986091174185276 15.688526429235933 10.760732606053354 27.728479854762554 75.929743610322475 29.267250739037991 8.5469817072153109 60.034616976976395 7.3571987301111212 5.354318983852866 12.375080637633799 116.90723168849945 24.240692779421806 7.0331381112337112 47.540436260402203 5.8204845339059821 8.5675991177558881 4.7847961336374283 7.7396969497203809 6.1025314256548882 10.591378659009932 18.83557665348053 7.2232275307178488 17.31810399889946 37.504826188087463 64.485137648880482 5.5565529391169539 115.19881657510996 6.3385017663240433 9.4996209219098109 5.4357255399227169 5.3359135165810576 24.914027191698551 5.5801424086093894 6.222935937345027 20.546835295855999 15.389985889196394 8.1748436838388425 4.9553879946470243 4.616874098777771 11.756361320614813 10.701543688774107
leaf_count=101 46 149 33 34 196 330 65 49 56 88 52 60 502 59 199 35 74 54 83 38 149 98 66 157 415 159 43 305 37 34 82 628 122 35 311 27 40 26 37 37 73 105 47 103 230 401 40 606 31 46 31 35 138 35 54 117 84 39 34 27 64 65
internal_value=-0.010268 0.00130225 -0.0184772 -0.00358118 -0.0134799 -0.0145544 -0.00801832 -0.028643 -0.0117487 0.00392845 0.00216537 0.000335183 0.0238364 0.0113355 -0.027921 -0.0109412 0.00773407 -0.00487779 0.00415477 0.00293758 -0.0119072 -0.00401694 -0.0137596 -0.0165366 -0.0106331 -0.0217544 -0.00873422 -0.0263335 0.00473502 0.00491691 0.00372545 -0.0299476 -0.0275127 -0.0108127 0.00575955 -0.00854541 -0.00574026 0.00654888 -0.00871393 -0.0170061 0.00701785 0.00135368 -0.0104223 -0.0132759 0.00679725 0.0101834 0.00620724 -0.0306221 -0.0244439 -0.0113931 -0.00568004 -0.0133545 -0.0196582 -0.0177629 0.0279353 -0.0179523 -0.0189952 -0.0240365 0.00255199 0.0140559 -0.002155 -0.0150426
internal_weight=1277.62 530.028 747.596 435.542 501.919 177.21 119.531 245.677 463.639 258.332 241.094 83.5974 94.4854 37.9541 57.6798 451.927 21.8524 18.8614 230.699 220.822 430.075 82.5107 347.564 257.452 121.613 135.839 35.8352 100.003 207.58 71.5593 40.1036 237.649 35.9333 12.828 200.223 15.7089 90.1123 9.88843 19.1965 13.8422 184.514 66.9318 58.023 50.7997 48.0962 117.582 70.0417 232.106 13.2419 59.5246 34.635 18.9465 33.4816 81.5099 17.2381 29.0938 24.8896 13.6106 32.0894 9.57226 22.5171 39.9688
internal_count=7516 3379 4137 2615 2821 985 685 1316 2625 1630 1488 498 764 262 300 2569 144 113 1436 1353 2425 482 1943 1424 689 735 206 529 1284 438 239 1267 187 70 1247 87 519 60 108 74 1160 408 328 281 303 752 441 1234 69 333 203 105 178 450 142 160 130 70 191 61 130 224
is_linear=0
shrinkage=0.03


Tree=25
num_leaves=63
num_cat=0
split_feature=31 58 31 13 42 25 13 42 34 13 36 0 11 28 43 31 53 36 35 42 3 50 34 43 3 54 9 36 11 1 42 50 43 28 0 42 27 43 13 31 4 29 50 3 34 43 9 34 1 42 42 1 5 43 43 50 1 38 43 4 4 3
split_gain=103.614 67.7538 41.9051 49.4415 35.3542 33.0392 29.5013 22.5197 21.7132 38.213 19.7137 16.616 24.165 16.3947 16.3818 14.9345 14.2485 13.1468 11.4609 10.2797 14.6889 10.0608 10.6128 10.1936 8.91949 8.73251 8.0433 8.02653 7.92156 6.84588 11.7594 5.98834 5.56569 5.39126 5.24563 5.23464 4.82959 6.34402 4.73708 9.24289 7.57248 6.22906 6.1148 4.73417 4.61488 4.37319 4.2064 4.08428 4.08401 4.06832 3.90725 4.03968 3.88981 3.66779 3.48771 3.39207 3.20748 3.09197 2.75021 2.7292 3.72652 3.28404
threshold=0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 5.0186495125046582 1.0000000180025095e-35 1.0000000180025095e-35 3.885512953955101 1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 39.500000000000007 0.7717716874410715 1.0000000180025095e-35 -0.52499999999999991 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.9869157021011983 0.18257575757575759 3.1307312134163801 1.0000000180025095e-35 -1.0000000180025095e-35 0.38750000000000007 1.0000000180025095e-35 0.32500000000000007 1.0000000180025095e-35 0.71588857454678612 5.0538212618648695 5.0984291050021247 1.9276964374892214 -0.52499999999999991 1.0000000180025095e-35 502.50000000000006 4.8341389671286441 1.0000000180025095e-35 -0.22499999999999998 1.0000000180025095e-35 0.31000000000000011 0.37377450980392163 1.5000000000000002 3.3361473422153938 0.099019607843137278 1.0000000180025095e-35 -0.27499999999999997 0.37500000000000006 1.0000000180025095e-35 3.5953137652691347 4.817302015487253 3.5345066141412258 3.388574463632382 0.062418346836329859 -0.22499999999999998 0.17500000000000002 3.4150731631156739 3.7574466511864686 1.0000000180025095e-35 0.32500000000000001 0.34248120300751889 0.28165064102564108 0.10893210283454187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 8 27 10 9 19 24 46 43 15 -5 32 25 18 21 20 26 47 23 -23 -1 29 35 31 -12 38 -31 -4 -3 36 44 59 37 45 40 41 56 42 52 -13 -6 -30 -9 -16 -33 -14 51 -22 53 -40 -52 58 -10 -26 -56 60 61 -2
right_child=5 13 6 14 34 -7 -8 11 16 -11 28 12 49 -15 17 -17 -18 -19 -20 -21 50 22 -24 -25 57 -27 -28 -29 33 30 -32 48 -34 -35 -36 -37 -38 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 54 -53 -54 -55 55 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.0051236018634058097 0.0049393442212306961 -0.00055712109901268504 -0.016039047091122562 -0.019091681424408181 0.03037831894366172 -0.040669000883705453 -0.02869819205912048 -0.038961792695236454 0.0072353653740878949 0.040662728391047613 0.014638879479841349 -0.016223852489814283 -0.013352586428528759 0.011533874185505933 0.0081324852260843562 0.01136744641335243 -0.02661630864415529 0.045774305478070806 0.047695759794031692 0.032580322137330628 -0.0013093467268210433 -0.023187722635169241 -0.027532507432189303 0.031720261643586156 0.019897938647490804 -0.039523997532723128 -0.039741842756030758 -0.027367684237095048 -0.022816409829430312 -0.030511687861912797 0.013972956277995562 0.029728128289906851 -0.032101283447724144 0.0073485703313937575 0.055191693322489313 0.018577594324617617 -0.0012307682230340532 -0.032309836661340942 -0.0093954149625459261 0.030399934784605023 0.028988365237758426 -0.0202099083468299 -0.017031788872412666 0.015986133808610414 -0.0038379736255326428 0.0027636878849883599 -0.013648317667636373 0.04302349296809959 0.0042468430026280316 -0.041086358727117696 0.00021134281528197127 0.02700079812191955 0.02104365326778428 0.0085859659543165139 0.018586630989103268 0.032626005255613731 -0.0036882655971418104 -0.001003284836499809 -0.0015681887013726152 -0.015915491859191513 0.014891046834500477 -0.026408525416410325
leaf_weight=34.993481554090977 5.1436935439705866 5.5413750559091559 8.7588826492428762 8.9422138556838018 9.7020624279975909 16.15930338203907 139.88970912247896 45.632402963936329 65.396333672106266 31.129696622490883 6.7397143170237532 4.7938393503427532 8.1441874578595179 8.4417903795838338 6.0872636064887029 7.2515459284186354 20.895976193249226 17.478845521807671 7.6558283045887938 10.716745540499685 5.4801064580678966 4.3211337625980351 10.040641382336617 8.7354077026247996 30.683549657464027 4.9391170144081107 6.8726301044225684 8.171095132827757 13.268204264342785 15.433728918433191 7.7696009129285803 8.1378815844655055 247.35081780701876 6.2096863240003577 5.0068536251783362 6.7965647727251044 10.199430599808691 35.544916205108166 19.762236252427101 6.5801460817456237 11.329190626740454 20.645960867404938 16.56993667781353 20.249184131622314 5.0162153765559188 10.120142161846161 8.0002300888299924 7.2744993939995766 20.230195887386799 16.151041060686111 42.053616978228092 18.113518908619881 9.397911459207533 20.676633730530739 11.049804076552396 6.6478850692510596 37.361022315919399 7.3249220401048651 12.161502271890638 24.009079813957214 7.8640728816390029 6.1007751971483231
leaf_count=197 31 33 47 50 76 81 721 227 410 304 42 26 44 52 41 45 111 153 64 92 34 23 49 68 202 24 35 41 71 80 55 57 1318 38 39 51 58 180 121 58 79 109 89 132 31 61 44 56 122 74 255 129 72 148 74 49 215 43 74 131 50 30
internal_value=-0.0100313 -0.0165716 -0.010361 -0.00420412 -0.00991419 0.00118988 -0.0218918 -0.0128947 0.00272069 0.0102934 -0.00560999 -0.0237758 -0.010968 -0.0288688 0.0181626 -0.0302108 -0.00298536 0.0237126 0.0146689 0.00441429 0.0023528 0.00734768 -0.00443624 0.0130199 0.00566449 -0.000845598 -0.00965691 -0.000706755 -0.0156996 0 -0.0153676 0.00511538 -0.0314348 -0.0185245 0.0285149 -0.00525275 -0.0209495 -0.024245 0.00174663 -0.00320925 0.005865 -0.00588233 -0.00129048 0.00950299 0.0184196 -0.0115639 -0.035362 0.0279248 0.0119236 -0.0322194 0.00956155 0.0202173 0.00387051 -5.67788e-05 0.00593598 0.0137439 0.00320597 0.0157287 0.0078471 -0.00921604 -0.000410044 -0.0117087
internal_weight=1269.15 802.089 533.504 348.316 277.78 467.057 185.188 258.055 450.897 194.14 155.084 102.971 49.3383 268.586 70.5358 260.144 256.758 61.5936 44.1148 163.01 152.293 36.4589 23.0972 13.0565 73.002 235.862 56.7868 45.2981 82.0821 230.923 23.2033 37.127 252.892 75.3424 19.7251 49.9142 69.1327 58.9333 207.719 93.6328 114.087 87.0527 66.4067 25.043 14.7183 23.3883 53.6326 13.3618 28.3681 24.2952 95.5064 23.5936 49.8368 40.4389 71.9128 29.8592 102.757 38.0085 23.2113 43.1176 19.1085 11.2445
internal_count=7516 4525 3077 2089 1585 2991 988 1439 2910 1339 892 547 276 1448 504 1396 1571 454 301 1035 943 237 140 91 442 1460 328 267 450 1436 135 226 1351 408 146 293 370 312 1301 597 704 539 430 158 107 132 271 97 179 118 615 163 341 269 452 197 625 245 148 242 111 61
is_linear=0
shrinkage=0.03


Tree=26
num_leaves=63
num_cat=0
split_feature=32 31 13 26 26 13 31 28 35 28 4 32 25 0 13 34 0 0 45 3 32 11 3 13 0 13 31 34 45 26 3 43 13 4 3 11 1 43 53 1 1 34 11 0 34 45 14 32 14 13 31 1 1 14 21 9 1 3 32 4 11 26
split_gain=122.638 70.5873 65.7133 26.0357 24.0072 27.352 36.0324 17.2722 16.801 15.7297 14.609 12.0795 12.0246 12.5316 10.2372 10.7219 9.07781 27.0811 12.8967 9.68391 8.87767 12.5488 8.35966 8.35716 17.5778 8.35299 6.83482 6.3129 11.585 5.82086 5.11006 4.9148 4.55935 6.0176 4.15997 5.88299 5.87321 4.3303 3.98269 3.92536 4.27199 4.13254 4.09552 3.9141 3.88654 3.65925 4.10035 3.63853 3.40192 4.73824 14.3027 4.41152 3.39639 3.35729 3.23604 3.11857 3.1007 2.89147 2.84584 2.82181 2.78079 2.71941
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.23205128205128209 0.17500000000000002 1.0000000180025095e-35 39.500000000000007 0.90000000000000013 1.0000000180025095e-35 51.500000000000007 49.500000000000007 0.97500000000000009 0.18257575757575759 0.15000000000000005 0.78375227197041186 0.1478384990254171 0.90000000000000013 49.500000000000007 1.0000000180025095e-35 0.12000000000000002 1.0000000180025095e-35 0.97500000000000009 4.5000000000000009 0.48750000000000004 -0.27499999999999997 1.0000000180025095e-35 0.39990933816863111 0.10275263951734541 0.70531894003848827 4.8218426205347829 -1.0000000180025095e-35 1.0000000180025095e-35 3.582535090627728 4.7829354014028169 1.0000000180025095e-35 0.78991006739326874 38.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.63771551724137943 0.16500000000000004 0.66141439205955344 1.0000000180025095e-35 1.0000000180025095e-35 3.7574466511864686 4.6812338456874985 0.63299319727891168 0.37301951694796365 1.0000000180025095e-35 3.7442656022803047 0.099019607843137278 0.16500000000000004 0.28269230769230774 0.87986695528937953 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 14 5 8 23 20 47 12 53 58 -5 -14 26 -16 17 19 -18 32 21 61 25 24 -7 57 39 28 -24 -17 55 -30 33 34 36 -36 37 -3 -12 -1 45 42 -42 -11 -27 46 -41 -2 49 50 56 -52 -35 -9 -49 -21 -29 -22 -10 -37 -55 -6
right_child=4 2 -4 9 7 6 -8 10 11 43 38 -13 13 -15 15 29 18 -19 -20 30 22 -23 27 -25 -26 44 -28 48 31 -31 -32 -33 -34 52 35 59 -38 -39 -40 40 41 -43 -44 -45 -46 -47 -48 54 -50 -51 51 -53 -54 60 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.0021950593265041142 0.02446545119765824 -0.0078412008219095573 0.041020172462378039 -0.044408126291500691 -0.00561545606595042 -0.023263029264165739 -0.039695942484461677 0.031587114080330873 -0.032228577860734769 -0.011056672921938295 -0.01290999769197596 -0.0050459475394367039 -0.028959216934016086 0.014710571957313122 0.033367018824657396 -0.029429497888621418 -0.038058683897231597 0.041852225881721487 0.012620506655745909 0.030934408853532318 -0.011493119756627878 0.017599308970420557 -0.034344827813079071 0.04253615143746365 0.041987576549594507 -0.0021453939708166742 0.013769143589109106 -0.03061233870369786 -0.022126737580656773 0.011665478523555968 -0.00017440606583529113 0.015618781432765979 -0.022894113347511201 -0.00020911583509506992 -0.029814358549257812 -0.018620133539766971 -0.021240759965258246 0.023969960419356267 -0.037501258364936133 0.0093089337366687938 0.02619612909767071 -0.02114371362054087 -0.0094231764737969844 0.019225485781414409 -0.023471470673422194 -0.030920999911053446 -0.016778586789225936 -0.0071439709171206445 -0.026916593486373732 -0.028026216541448001 0.011904357258417961 -0.017374255516226608 0.025175564981711644 0.019870356115586237 0.013197613876030476 0.0096547210457495498 -0.0035884803157355998 0.013179289666300798 -0.019536819111942837 0.0082905735429976285 -0.0050696040169522227 -0.025418751104956845
leaf_weight=16.113518074154854 5.4554763734340659 5.7719047591090211 51.614603959023952 34.499961212277412 10.091338865458967 6.8286145403981227 8.7315982729196531 5.8886233717203167 44.187652684748173 8.9377107098698598 59.103117875754833 33.116598598659039 23.228556104004387 7.5696601644158354 12.105637222528458 5.2701652869582176 10.309021860361101 17.066117025911808 7.5586992651224127 6.8378257751464835 7.1102926731109646 10.739720143377779 130.40799108147621 17.162576258182526 7.5710217878222466 9.5658964589238149 11.066579043865202 25.406579151749614 5.9695430397987366 6.757395826280117 53.012674167752266 5.9513133317232114 11.581791758537291 8.9613251537084597 13.396159678697588 5.4662075638771048 6.727672964334487 9.7908537536859512 6.8704895302653304 5.9460778757929793 6.1959270760417002 5.5421969443559638 4.8585314080119133 6.3736253753304473 60.973717279732227 14.649017252027987 35.521103538572788 25.200490191578865 100.37364403158426 29.893640838563442 18.115914620459083 5.8954901173710814 8.883973263204096 6.4051142036914817 9.457899793982504 94.17679401487112 5.1670345291495314 9.815198712050913 32.432236701250076 8.7933051586151105 9.5504043102264387 21.88609441369772
leaf_count=99 37 32 502 164 57 34 44 43 237 52 322 191 128 49 97 25 54 158 56 49 38 70 696 158 69 57 73 138 31 44 318 39 61 53 65 28 34 65 35 37 43 28 27 44 325 75 192 141 532 155 113 31 62 42 61 610 31 61 179 55 55 115
internal_value=-0.00980376 0.00126719 0.0100762 -0.0124728 -0.0177082 -0.00846394 0.0133543 -0.020917 -0.0143807 -0.0257369 -0.0085962 -0.0204499 -0.0321404 -0.0180067 -0.00377612 0.0135938 0.0040756 0.00557106 -0.0163851 0.00285896 -0.0232648 -0.00994148 -0.0246175 0.028377 0.0107386 -0.0161388 -0.00805124 -0.0268545 -0.031756 -0.00603742 0.00725949 -0.00284104 -0.00560186 -0.00250067 -0.00791292 -0.0156631 0.00148972 0.0118414 -0.0156672 -0.010862 -0.0138359 -9.11057e-05 0.0101188 0.00124738 -0.0206785 -0.0177797 -0.0128671 0.0020927 -0.0230179 -0.0182621 -0.0127225 0.00438366 0.0122347 0.0124358 -0.00137697 0.0112127 -0.0262932 0.00245103 -0.0269993 -0.00172522 0.00469284 -0.0194295
internal_weight=1259.91 524.585 319.949 204.636 735.325 190.144 40.2938 545.181 149.85 80.6095 87.8177 109.736 65.2982 30.7982 124.026 24.1332 268.334 250.467 17.8677 233.4 457.363 42.7172 414.646 31.5622 14.3996 87.4651 99.893 327.181 142.329 12.0276 154.027 11.9209 79.3732 67.7914 49.9461 27.6557 22.2904 15.5628 65.9736 88.8264 72.7129 16.5967 11.0545 15.3113 70.5396 56.1162 41.4672 40.1139 184.852 84.4787 54.585 24.0114 17.8453 21.8441 34.6584 101.015 30.5736 16.9255 76.6199 14.2595 15.9555 31.9774
internal_count=7516 3379 2202 1177 4137 1151 305 2986 846 437 497 607 341 177 740 166 1700 1590 110 1432 2489 242 2247 261 103 481 574 1766 766 69 977 70 455 394 279 148 131 97 357 501 402 98 70 96 382 304 229 239 1000 468 313 144 115 140 202 659 169 99 416 83 97 172
is_linear=0
shrinkage=0.03


Tree=27
num_leaves=63
num_cat=0
split_feature=32 31 13 58 31 26 13 13 26 42 36 42 0 0 31 13 14 13 34 26 26 31 26 32 45 11 13 37 42 11 42 42 58 26 32 36 47 42 11 42 42 0 58 42 11 14 53 0 2 42 26 42 0 32 32 14 50 48 40 31 50 31
split_gain=116.636 66.8581 63.4472 37.8651 39.8936 28.1095 44.9388 26.9195 24.9098 20.4221 20.1998 12.1991 22.4993 13.9259 11.8904 31.0894 10.0684 9.68331 10.2129 8.76034 15.4359 10.1412 8.59316 9.6541 24.0921 9.73946 8.04612 7.50565 7.1342 7.02578 6.59372 6.65234 7.22644 6.50104 7.21634 6.10615 6.00356 5.85113 4.95643 4.65497 4.33285 4.51972 12.9054 4.26108 6.13249 3.92221 3.75794 3.47294 7.11452 5.32103 6.69755 4.4417 3.46955 3.72073 3.32734 3.21544 3.1556 3.09262 3.87692 3.97477 3.93102 3.78676
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.90000000000000013 1.0000000180025095e-35 7.5000000000000009 5.0005279307147701 1.0000000180025095e-35 5.0005279307147701 51.500000000000007 49.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.51653869448840439 0.90000000000000013 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 12.500000000000002 0.18500000000000003 0.97500000000000009 0.86073272698808534 1.0000000180025095e-35 1.0000000180025095e-35 4.8981325150284176 0.71118805662349061 5.0315115408785305 3.7666825895759684 1.0000000180025095e-35 9.5000000000000018 0.16500000000000004 1.0000000180025095e-35 2.5000000000000004 4.6022328364453351 0.76204023817427491 1.0000000180025095e-35 3.443742552530725 38.500000000000007 1.0000000180025095e-35 4.7829354014028169 0.76801493146068267 0.67664992826398873 1.0000000180025095e-35 39.500000000000007 3.5000000000000004 4.6335050209865809 8.5000000000000018 3.9303249852141158 33.500000000000007 0.17500000000000002 0.17500000000000002 0.63299319727891168 3.3723414149732767 1.5000000000000002 1.0000000180025095e-35 0.28500000000000009 3.3361473422153938 0.28500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 11 4 5 6 9 10 17 16 28 12 13 26 15 40 -2 30 -19 20 -5 33 23 24 -7 -25 38 -20 37 -28 31 32 35 34 -21 39 -18 52 57 -1 -10 -42 -43 -33 -45 -34 -9 51 49 50 -49 -38 -6 -54 -23 -55 -12 58 60 -60 -3 -62
right_child=3 2 -4 19 7 22 -8 46 14 -11 56 -13 -14 -15 -16 -17 36 18 27 21 -22 54 -24 25 -26 -27 29 -29 -30 -31 -32 43 45 -35 -36 -37 47 -39 -40 -41 41 42 -44 44 -46 -47 -48 48 -50 -51 -52 -53 53 55 -56 -57 -58 -59 59 -61 61 -63
leaf_value=-0.009987580961267551 -0.041315435948840865 0.013745104554425241 0.040564395326642688 -0.025577730415815743 -0.013570686264102459 -0.01528649061182099 0.044827197092077629 -0.023693480217083566 -0.00082710855105257988 0.036918517008882039 -0.035597905266663205 0.029074250798156058 -0.039766294228445666 0.041035531790999863 -0.046097818870883621 0.039007141718193999 0.016040018335065936 0.032697975497022316 0.015979874564641654 -0.037150008939869202 0.027275821642819026 -0.015928598249851746 -0.039149811353235496 -0.031432575901504618 0.040722942905944935 0.011438209378911261 0.0043843090508512992 -0.030513530454043807 -0.022115067836230611 -0.039054823761035876 0.02130188511568782 -0.027421102858039326 -0.0029919964442879422 -0.035469538747679961 -0.017260709582635703 -0.020618446709236484 -0.0019853930126010324 0.038979813565784081 0.0071226265419704771 0.014895979818608329 -0.038512638306044476 0.0068062364084153729 -0.038120572334713144 0.018180308274408738 -0.026302808656251144 -0.033222154759858478 -0.035967241244293673 0.0068736453388207877 0.022466190771456465 -0.033690710113665187 -0.019915516252868925 -0.028693926301157864 0.020761862204152836 0.018826713630031494 0.012511079103995178 -0.005461607428285652 -0.0078606263878578751 -0.021310453710506282 0.0036319991493507045 -0.023531442369567467 -0.017515098305082653 0.0092011581350940463
leaf_weight=8.6920767277479154 6.774211734533309 21.202610939741135 50.645610623061657 15.739721193909647 7.1866900250315657 27.323526926338673 22.340472050011158 177.83390184491873 5.7978565394878379 10.650686800479887 16.738059557974342 16.190305352210999 10.72014646232128 8.7347521111369115 19.005647301673889 7.1901060417294493 11.644107386469839 11.988605365157127 6.271938756108284 25.642316840589046 6.9583894312381736 9.3840234950184804 12.479049563407896 26.367866344749931 9.0219838172197324 5.4739640802144995 5.5844460278749448 5.7306752502918243 7.5912467241287223 7.3017953485250473 6.2295865714550009 23.786041095852852 7.4273705035448101 119.75643262267113 53.312852904200554 7.760408677160739 11.135332994163038 4.9867523983120909 153.6125775873661 25.781766757369041 24.911229453980923 9.6599815487861633 13.182826027274132 5.2710747718811017 5.3952074348926544 9.2088280916213971 29.34628714621067 22.447312116622925 8.3826617598533613 5.8068683296442023 13.033203437924383 12.323821917176245 14.185222074389456 6.5879969522357014 5.6552930474281302 17.171309344470501 5.6604736745357505 6.951827570796012 8.0850559994578379 10.637213274836538 9.9902958422899264 8.5125037357211095
leaf_count=47 32 136 502 87 38 150 201 938 34 89 87 139 56 81 87 57 75 97 42 138 46 51 66 132 65 34 33 27 39 36 43 124 43 658 301 40 63 35 974 168 131 60 68 35 27 47 156 137 58 27 70 60 97 44 35 96 32 35 49 55 53 53
internal_value=-0.0095861 0.00123631 0.00983105 -0.0173345 -0.0125656 -0.00242551 0.00647401 -0.0197808 -0.0121822 -0.00192256 -0.00490376 0.00396447 0.00230128 0.00423192 -0.0252438 -0.0184905 -0.00657738 -0.00367524 0.0132692 -0.0272233 -0.00901607 -0.0291184 -0.0162215 -0.0118354 -0.00107241 -0.02385 0.00278552 -0.00586309 0.00440719 -0.019992 -0.00783726 -0.00988794 -0.00361129 -0.0309208 -0.0238735 0.00287697 -0.00364015 0.00861562 0.00417022 0.00842749 -0.0264384 -0.0294063 -0.0189669 -0.0203573 -0.00383791 -0.0202779 -0.025494 -0.00689078 -0.00223446 -0.00747823 -0.00285524 -0.0163938 0.00497101 0.00869284 -0.00481675 0.00112359 -0.0289854 -0.00267569 -0.000291018 -0.0115696 0.00490816 -0.0049361
internal_weight=1250.4 521.46 318.169 728.942 492.493 205.205 124.539 287.288 203.291 102.198 80.1078 267.524 251.333 240.613 79.7476 60.742 91.5475 123.544 23.9912 236.449 22.6981 213.751 80.6664 68.1873 36.3455 31.8418 231.878 12.0026 57.7092 12.8862 99.5524 93.3228 58.8705 198.712 78.9552 42.2343 84.7733 50.118 218.992 34.4738 53.5519 47.754 22.8428 34.4523 10.6663 16.6362 207.18 73.1292 49.67 41.2874 35.4805 23.4592 45.1312 37.9445 15.0393 23.7593 22.3985 65.3795 58.4277 18.7223 39.7054 18.5028
internal_count=7516 3379 2202 4137 2821 1259 812 1562 1177 611 468 1700 1561 1505 437 350 522 740 166 1316 133 1183 447 381 215 166 1424 69 349 69 574 531 345 1097 439 255 490 310 1355 215 293 259 128 186 62 90 1094 415 292 234 207 123 275 237 86 140 119 381 346 104 242 106
is_linear=0
shrinkage=0.03


Tree=28
num_leaves=63
num_cat=0
split_feature=31 28 25 1 31 53 35 13 31 13 45 45 34 13 14 1 5 31 31 5 1 4 54 1 31 13 13 43 35 4 1 45 14 14 34 50 43 13 14 14 14 12 14 45 1 4 49 47 43 14 45 49 31 11 14 14 50 31 2 5 11 14
split_gain=89.3822 30.6878 29.7987 19.0816 24.9329 18.3516 15.9511 24.0083 13.5555 15.2852 13.2324 12.8878 12.4134 34.4063 12.1632 11.1631 9.28389 9.19093 8.605 8.13606 9.97665 8.39683 8.00393 7.90404 7.74926 20.9028 7.09349 10.3284 7.57452 6.89708 6.08695 6.13611 6.92482 5.98681 5.78516 15.7331 7.28595 4.95867 4.78493 4.58096 4.71171 4.17504 5.0973 4.72239 4.55521 5.16465 4.28366 3.91097 3.77953 3.59364 3.51902 6.60578 3.45125 3.22971 3.20535 3.17511 3.1161 2.82656 2.64933 2.61905 2.51812 2.46993
threshold=0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 4.5626574477361794 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 0.90000000000000013 0.97500000000000009 0.97500000000000009 1.0000000180025095e-35 0.90000000000000013 0.56316489361702138 4.9042169434880387 0.01941930618401207 1.0000000180025095e-35 1.0000000180025095e-35 0.04083333333333334 4.8531873157228071 0.35599078341013829 1.0000000180025095e-35 3.6942656022803053 1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 -0.52499999999999991 1.0000000180025095e-35 0.19722222222222227 5.0538212618648695 0.97500000000000009 0.60741758241758248 0.61070261437908513 1.0000000180025095e-35 3.1307312134163801 -0.074999999999999969 1.0000000180025095e-35 0.58847248576850109 0.69416099773242645 0.71391369047619058 0.22500000000000006 0.7262212457999484 1.5000000000000002 4.5724503550461275 0.36055555555555557 1.0000000180025095e-35 2.5000000000000004 -0.52499999999999991 0.66565040650406515 0.69117647058823539 0.32500000000000007 0.12000000000000002 0.74946970932842916 0.66141439205955344 0.64346246973365628 3.4150731631156739 0.23000000000000004 3.5000000000000004 0.23606811145510839 0.69469025779542171 0.7005434782608696
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 10 12 11 17 9 23 15 33 13 19 -12 -5 -16 38 -9 20 21 56 30 55 25 -13 -18 -28 34 -10 41 -32 -33 -1 36 -36 -29 -6 -8 -27 -41 42 54 44 49 57 -45 -35 -40 -43 59 -52 -49 -48 -14 -3 -2 -46 -50 -21 -25 -59
right_child=2 8 -4 4 37 -7 7 18 29 -11 14 24 22 -15 16 -17 26 -19 -20 50 -22 -23 -24 60 -26 39 27 28 -30 -31 31 32 -34 47 35 -37 -38 -39 48 40 -42 43 -44 46 45 -47 53 52 58 -51 51 -53 -54 -55 -56 -57 -58 61 -60 -61 -62 -63
leaf_value=0.0069331700925840452 0.0060780841333583626 0.030803570513145969 -0.039577658612323124 0.00022980642669039741 -0.0010176622193786582 -0.025167215641037098 -0.0076960340607480048 0.029970872087803392 0.011527056782733172 0.044975671622092595 0.052328347688900545 -0.032587420907660286 0.007227364188034404 0.039366049559977703 -0.02228741029167074 -0.036403040797716293 -0.015025687858185187 0 -0.015644542655393837 0.019766242879522309 0.034719473093689418 -0.014057094886288191 -0.03844393882656099 -0.023140096394635778 -0.033795510959886081 0.029310037692110859 -0.019595988512102383 -0.0018875935156613052 0.039612410753204395 -0.018286537087577666 -0.036809986446988796 0.024962746944813315 -0.017397165032328844 -0.0029417362202625889 0.034820284253605206 -0.027629149108742788 0.035485835921350142 -0.026652798467954958 -0.0056663011816488699 -0.023287666436611287 0.0091608983503319256 0.0072543749145585141 -0.011017360429561364 -0.012729506117290163 -0.010753174358721371 0.029025642350621533 0.016543457705600804 -0.016566237602595006 -0.031250890439317024 -0.0042390377988623211 -0.029744188985135131 0.0092871631699202005 0.00084964745630941227 -0.0084346929229062069 0.036843268301300525 0.00058449404078638064 0.020685556272654979 0.026824008108037589 -0.012751248946870594 -0.0045705924841761957 -0.001143973386340274 -0.0013852887595357354
leaf_weight=16.771905317902565 74.252680532634258 9.3905622065067273 15.431297287344931 15.240727610886099 8.2758242040872556 20.245337225496769 9.9790226891636831 8.7616358995437604 8.476457364857195 9.5858830213546735 4.6930369287729254 29.291212260723114 6.7978324890136737 29.344208598136902 10.587593495845793 13.925143554806708 9.8965345025062543 10.172712631523607 6.0139674171805373 4.7212424129247692 11.358968488872049 16.747567616403103 4.7558780908584586 6.273954555392268 41.142616949975491 5.3407617881894138 7.4940470680594364 7.1366301998496011 10.831313930451868 32.434171788394451 7.3500964790582666 4.9323856309056291 10.344232991337774 35.566741332411766 5.6914252415299407 9.1955950111150724 11.964078523218644 57.256572186946869 6.3302799537777892 5.9290438294410732 11.367368519306181 41.005467385053635 4.7054577916860572 37.657511971890926 7.2219970449805322 11.841757230460642 9.7615244463086146 93.266755551099777 218.38062204420567 59.91111146658659 11.975665867328646 5.3344173878431311 10.749214790761469 8.2493544071912748 7.8044966906309128 5.2698112651705733 16.606768228113651 5.4368192330002767 8.7346334233880025 20.593845516443253 19.454901501536369 4.7511541843414307
leaf_count=104 471 66 81 88 48 111 59 72 55 84 37 157 45 304 54 67 53 61 34 31 103 96 24 33 213 41 42 47 94 174 37 37 61 212 44 45 95 306 37 32 76 260 28 226 40 86 75 520 1213 361 62 40 65 52 62 31 116 37 49 116 117 29
internal_value=-0.00938137 -0.0155567 0.0011104 -0.017715 -0.0089866 0.00255616 -0.0206013 -0.0257145 0.000765243 0.0112896 0 -0.0150595 0.00390701 0.00957328 0.00645469 -0.0171849 0.00327988 -0.0278868 0.0110429 0.00408399 0.00813382 0.00521259 -0.00072419 0.00296453 -0.0239367 -0.0159108 0.00778485 0.0122552 0.0177776 -0.0119374 7.01177e-05 -0.0145987 -0.00318683 -0.00971314 0.0104527 -0.00321145 0.0213362 -0.0235197 -0.0290533 0.00550139 -0.00175828 0.0017299 0.0149398 0.000310598 0.00346832 0.013855 -0.00695164 -0.0117633 -0.0299332 0.000376858 -0.00706412 -0.0174046 -0.0147107 0.00480649 0.0237454 0.0204989 0.00885341 0.00298316 -0.0305777 0 -0.00687622 0.0133176
internal_weight=1240.01 780.873 459.139 689.987 172.189 443.708 517.798 268.373 90.8857 49.9751 106.656 249.426 423.462 190.935 77.4903 29.1659 72.7972 253.597 14.7756 161.591 118.966 107.607 232.527 40.3892 93.071 51.9284 62.2096 52.3131 44.819 40.9106 227.771 22.6267 15.2766 156.355 33.9877 14.887 19.1007 65.5324 243.425 22.6372 17.2964 205.144 19.3078 185.837 130.168 29.2517 55.6684 139.583 233.446 100.917 42.6252 17.3101 104.016 18.0109 14.6023 14.6604 90.8594 17.41 227.115 25.3151 25.7289 10.188
internal_count=7516 4525 2991 3965 1020 2910 2945 1525 560 331 666 1420 2799 1339 511 155 474 1419 106 1035 786 683 1460 247 519 306 420 367 325 229 1436 135 98 901 231 89 142 354 1358 149 108 1301 135 1166 813 192 353 797 1299 621 249 102 585 127 107 97 587 106 1262 147 150 66
is_linear=0
shrinkage=0.03


Tree=29
num_leaves=63
num_cat=0
split_feature=32 31 13 58 31 26 13 13 26 42 28 27 28 42 0 0 26 26 31 14 24 26 32 13 13 58 3 32 28 32 1 13 37 47 3 43 42 42 26 1 3 1 42 3 53 14 25 42 0 14 26 32 32 9 54 42 3 9 2 27 31 27
split_gain=106.484 60.7986 60.0621 35.0984 36.7134 26.2873 41.6156 25.1927 23.6702 18.5744 13.9971 13.0566 11.722 11.3577 21.0027 13.3338 9.88367 14.8247 10.01 9.49358 9.07444 8.32869 9.20319 16.0488 9.17978 8.06839 7.80298 7.00775 6.08527 6.12766 5.64229 6.00011 5.93257 5.56234 5.33691 5.1844 5.03443 4.98355 4.86218 5.53759 4.71517 4.49295 3.80624 5.08146 3.74253 3.74097 3.56101 3.51049 3.49276 3.33995 3.26658 3.86855 3.20344 3.04414 2.91731 2.88791 2.8855 2.7758 2.69824 2.69134 3.60696 2.62695
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.90000000000000013 1.0000000180025095e-35 7.5000000000000009 5.0005279307147701 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.0005279307147701 51.500000000000007 49.500000000000007 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.51653869448840439 1.0000000180025095e-35 12.500000000000002 0.18500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.18257575757575759 0.16500000000000004 1.0000000180025095e-35 0.17500000000000002 3.6166825895759684 0.90000000000000013 1.0000000180025095e-35 2.5000000000000004 0.13723808562876269 -0.52499999999999991 4.9451995762684859 3.8574466511864682 8.5000000000000018 4.4767173695485214 0.48750000000000004 4.6022328364453351 4.8341389671286441 0.074537037037037054 1.0000000180025095e-35 0.65086852351003299 1.0000000180025095e-35 3.6495906236714224 38.500000000000007 0.67664992826398873 9.5000000000000018 0.16500000000000004 0.17500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.7544269646841415 0.43750000000000006 0.12500000000000003 3.5000000000000004 1.0000000180025095e-35 0.2950000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 13 4 5 6 9 27 20 19 11 46 16 14 15 26 17 -5 35 -2 25 22 23 57 -24 30 42 -6 29 41 -1 36 -33 -21 45 -18 37 -32 52 -40 53 -29 43 -3 54 -35 -10 -22 -12 -27 51 -37 -36 -28 61 -31 -30 -7 -45 -55 -61 -9
right_child=3 2 -4 12 7 21 -8 44 10 -11 48 -13 -14 -15 -16 -17 18 -19 -20 33 47 -23 24 -25 -26 49 40 28 56 55 31 32 -34 34 38 50 -38 -39 39 -41 -42 -43 -44 58 -46 -47 -48 -49 -50 -51 -52 -53 -54 59 -56 -57 -58 -59 -60 60 -62 -63
leaf_value=0.013834928381014756 -0.040350960842177153 0.0088782681857418368 0.039891931238553967 -0.024771518817483271 0.020063734319449918 0.00037678699680140714 0.043818482542910021 -0.023757976927675586 -0.042916237479092179 0.035705546143212599 -0.010751594216246512 0.0013521385236141311 0.008537276266957607 0.028229967612884533 -0.039105173725314239 0.040426241623576976 -0.0010525535687567358 0.027201037891703018 -0.0021758591455100385 0.015658956717745611 0.0038174208584843988 -0.038596085797980351 0.0036333897044213141 0.037985454216125474 -0.032685844501179374 -0.0064182600481966579 0.029893970164566751 -0.026925847968123875 0 0.0061515802358755129 -0.0057901296694180008 0.026253061857264653 -0.0061145491900431422 -0.027151339873601726 0.017612526706054576 -0.036383453403673958 0.0086154638271986172 -0.025610315250646862 -0.021999614108492757 0.013906848864102208 -0.00056532409854434887 0.002989388165146648 0.016428199320323519 -0.021456924633730556 -0.035215935670538656 0 -0.025434057633104346 0.035297249619933045 0.018042268123420604 -0.03582250415894294 -0.035600619883443811 -0.020645047374073248 -0.0015331370835475616 0.0057123312551511781 -0.039495556900783477 -0.016317560537674542 0.026945903678090806 -0.018313077264936861 -0.0067010603437116624 0.0055055313493093914 0.029604648632216155 -0.013770412167359721
leaf_weight=15.014882780611513 6.5778723508119574 13.864678308367727 49.039244778454304 15.4077110812068 8.8743721693754178 10.759215578436853 21.772936403751373 130.89503706246614 33.133778244256973 10.467989861965178 8.7733203843235952 9.3236880302429181 8.0298977196216565 15.911744996905325 10.393924698233603 8.5520783886313421 5.3392706289887419 6.9584584832191458 11.662173897027968 11.641057550907133 7.1727868691086751 12.149226009845732 8.0899187624454516 7.3317047879099837 23.383296921849251 6.1396100595593479 6.8003520965576163 25.137892313301567 12.790251471102239 15.531566217541696 26.068582624197006 8.7219052240252495 11.265309125185013 14.908513210713865 12.946901455521585 24.765228986740112 9.2747526317834836 21.847408317029476 14.6498069614172 4.8562451824545851 52.957996964454651 5.0259606838226309 6.4505405426025382 16.41395802795887 28.496546931564808 7.110980123281478 20.51901962608099 6.4369127675890923 6.3159084096550933 10.439381599426268 114.37674286961555 43.600759632885456 18.265290565788746 69.674450553953648 9.912798196077345 7.3987711817026129 4.659614920616149 17.987012296915054 41.362141162157059 12.229562699794771 11.605438053607939 34.214438997209072
leaf_count=99 32 85 502 87 60 65 201 699 164 89 52 59 49 139 56 81 32 46 68 75 45 66 48 53 118 35 49 137 76 93 147 65 70 74 84 138 59 116 78 31 318 30 44 88 156 41 118 50 44 54 648 248 107 443 51 39 33 97 233 79 85 188
internal_value=-0.00916446 0.00121839 0.00944043 -0.0166497 -0.0120469 -0.00227084 0.00637763 -0.0190296 -0.0116795 -0.00167121 -0.0245774 -0.0307813 -0.0263214 0.00378276 0.00218342 0.00402828 -0.0276152 -0.0082384 -0.0297445 -0.00610754 -0.00337653 -0.0156969 -0.0113881 -0.000849983 -0.0231969 -0.0063164 0.00262318 -0.00459129 -0.00782564 -0.0129065 -0.00275445 -0.00608685 0.00783279 -0.003278 -0.00642559 -0.0314179 -0.0110664 -0.0150208 -0.000925665 -0.0127054 0.00657004 -0.0217569 -0.00504358 -0.00710077 -0.0246243 -0.0187013 -0.036461 0.0194363 0.000986594 -0.0254973 -0.0322702 -0.0265232 0.0062791 0.0103904 -0.0228274 -0.000917385 0.00726487 -0.0111562 -0.0110562 0.00884727 0.0176379 -0.0217438
internal_weight=1231.68 515.703 315.256 715.975 485.835 202.898 123.198 282.937 200.447 101.425 78.0657 62.9765 230.14 266.217 250.305 239.911 222.11 22.3662 199.744 90.9567 122.382 79.7004 67.5511 36.0779 31.4732 108.772 231.359 79.4184 70.5441 53.0942 92.1928 77.178 19.9872 84.3788 72.7377 188.082 57.1907 47.916 50.7182 19.5061 153.268 30.1639 78.0913 71.6408 203.519 22.0195 53.6528 13.6097 15.0892 16.579 182.743 68.366 31.2122 100.31 175.022 22.9303 17.4499 28.7462 57.7761 93.5095 23.835 165.109
internal_count=7516 3379 2202 4137 2821 1259 812 1562 1177 611 437 341 1316 1700 1561 1505 1267 133 1134 522 740 447 381 215 166 645 1424 468 408 299 556 457 135 490 415 1066 322 263 300 109 974 167 450 406 1094 115 282 95 96 89 1034 386 191 656 938 132 109 162 321 607 164 887
is_linear=0
shrinkage=0.03


Tree=30
num_leaves=63
num_cat=0
split_feature=32 31 13 58 31 26 13 13 26 28 28 25 0 26 26 31 24 26 32 45 13 45 58 0 0 49 0 45 4 13 1 26 14 32 28 32 1 13 37 50 48 4 53 26 32 32 14 14 14 4 1 54 14 1 45 50 17 14 1 32 29 12
split_gain=101.441 57.6166 58.0474 33.9569 34.8965 24.9402 39.8949 24.1802 22.6361 13.4486 11.2919 10.9952 11.3966 9.58457 14.0629 9.74222 8.59574 8.12107 8.7835 21.2015 8.8267 7.79443 7.72058 7.69624 24.2083 17.3037 7.46723 25.1018 8.51935 6.97641 6.81747 6.37156 6.21351 6.20837 5.56132 7.01694 5.32435 5.6682 5.61487 4.77244 4.17378 3.75751 3.71638 3.63054 4.41041 3.60585 3.48269 3.47955 3.24342 3.22724 3.16606 2.88086 2.82278 2.82229 4.60419 2.67426 2.53887 3.08659 2.44334 2.36294 2.2525 2.20801
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.90000000000000013 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 39.500000000000007 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 0.18500000000000003 0.97500000000000009 1.0000000180025095e-35 0.97500000000000009 1.0000000180025095e-35 51.500000000000007 49.500000000000007 0.37500000000000006 49.500000000000007 0.97500000000000009 0.27475490196078439 1.0000000180025095e-35 4.6186198135562337 8.5000000000000018 0.60776772247360489 0.16500000000000004 1.0000000180025095e-35 0.17500000000000002 3.6166825895759684 0.90000000000000013 1.0000000180025095e-35 3.315707808323157 1.5000000000000002 0.39287899982514435 1.0000000180025095e-35 9.5000000000000018 0.16500000000000004 0.17500000000000002 0.73935688405797106 0.66565040650406515 0.67664992826398873 0.32697368421052636 3.7065212271721317 1.0000000180025095e-35 0.64902948861515497 4.7829354014028169 1.0000000180025095e-35 1.7585441243211084 1.5000000000000002 0.66115363586659381 3.7065212271721317 0.33500000000000002 1.5000000000000002 0.52500000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 23 4 5 6 26 21 16 11 13 -10 -13 14 -5 43 22 18 19 -7 -20 32 36 24 29 -25 28 -28 31 40 -31 45 -6 -34 35 -35 -1 53 -39 -11 46 -23 51 44 -15 47 55 -2 -24 -18 -33 -9 -37 54 -38 58 -30 -58 -3 -46 -47 -55
right_child=3 2 -4 10 7 17 -8 42 9 39 -12 12 -14 15 -16 -17 49 -19 20 -21 -22 41 48 25 -26 -27 27 -29 56 30 -32 50 33 34 -36 52 37 38 -40 -41 -42 -43 -44 -45 59 60 -48 -49 -50 -51 -52 -53 -54 61 -56 -57 57 -59 -60 -61 -62 -63
leaf_value=0.013441439484751105 0.033255851698294869 0.0070157850647653962 0.039491666133925483 -0.02432645801737756 -0.035971596375256369 -0.014290321787316937 0.043224280402030114 -0.021274940607082991 -0.042381372284678608 0.013974418755863711 0.0082855931989098668 -0.027406949022422494 0.014585551708251009 -0.035990273119242473 0.026333805240803462 -0.0021130238104155861 0.0072452167038576758 -0.038212793405935253 0.0035252792468184104 0.038396228951935757 -0.032130117264628132 0.00055749936364800454 -0.0062444647353995164 -0.043155446595286119 0.040340938882590542 0.016658429898822474 -0.030630716461744908 0.037758255162042724 -0.00052588672715497061 0.0050026680196320001 -0.038098285966698377 -0.022322490005205673 0.023346690164752121 -0.023963507977349058 0.008633971477413134 0.015633554585487219 -0.0072534338892443571 0.025579744755521321 -0.0059320448085796928 -0.020580906606365006 -0.017146061653473505 0.037607119774768764 -0.034785272285607752 -0.034557612406542509 -0.016527701842153492 -0.005694260198698088 -0.0093253422365784863 0 -0.035335077265157756 0.039057082649915149 0.004566733171753528 -0.039057635601344814 -0.0082553569904260955 0.0075930902754495783 -0.028937917727061769 0.0066200817922644779 -0.027834398414397301 -0.0030067153419721447 -0.018981535070556964 -0.037421624548736779 0.016545346404394604 -0.015281777093368729
leaf_weight=14.996928587555884 8.5316706672310847 5.2896005660295469 48.066926516592503 15.225353114306929 6.4252489283680907 26.983322449028492 21.418197140097618 163.72492138296366 32.556635275483131 9.5968792438507062 8.0316465944051725 22.111309245228771 7.5193016529083243 24.294029675424099 6.9782610535621634 11.654768034815786 8.9324905276298505 11.908603191375731 8.0939450114965457 8.9937669783830625 23.082143664360046 5.3375957831740362 6.1269338428974178 9.2393590062856692 16.159238800406456 7.7449211403727523 7.1071553155779847 13.810439668595791 6.9945813789963713 5.5679272934794408 7.0846526026725769 10.616539418697359 5.9258587434887877 24.584141783416271 12.907863736152647 6.7187731340527561 26.522632040083408 8.6887103468179703 11.269625499844551 5.4561453238129607 7.9291096925735465 4.9999044314026833 27.993969306349754 112.93771245330572 41.570587769150734 12.218843229115011 14.477667078375815 4.2865294516086569 10.271195560693739 4.6295717954635611 5.5952860340476027 9.7282594144344312 12.264926090836523 10.842142559587957 14.033973470330237 184.83779253065586 19.393447905778888 6.6550129875540724 7.1093422099947929 6.2377297133207312 5.8428142294287673 5.5832191407680503
leaf_count=99 60 34 502 87 31 150 201 887 164 66 49 128 49 138 46 68 57 66 48 65 118 31 35 49 158 61 37 118 40 33 36 57 42 137 82 43 149 65 70 30 41 35 156 654 240 69 81 25 54 38 34 51 67 68 75 1169 95 38 38 34 38 30
internal_value=-0.00896489 0.00119107 0.00921524 -0.0163141 -0.011779 -0.00221775 0.00622468 -0.018618 -0.011408 -0.0241046 -0.0259043 -0.0302492 -0.0165231 -0.0271926 -0.00804394 -0.0293134 -0.00328736 -0.0153539 -0.0111097 -0.000814119 -0.0227186 -0.00446222 -0.00615628 0.00368446 0.00504212 -0.0156544 -0.00162808 0.0141676 -0.00585093 0.00252822 -0.0188816 0.00223578 -0.00818206 -0.00511906 -0.00828361 -0.0134494 -0.00267715 -0.00592341 0.00760641 0.000950441 0.00380489 0.0194202 -0.0241412 -0.03099 -0.0252389 0.0103192 0.0046333 0.0223883 -0.0250335 0.0189503 -0.0127339 -0.0223507 0 -0.0107773 -0.0150094 0.00569669 -0.0175004 -0.0217911 -0.00747909 -0.0195233 0.00127394 0
internal_weight=1221.72 512.644 313.507 709.074 482.144 201.532 122.471 280.611 199.138 77.2403 226.93 62.1872 29.6306 218.898 22.2036 196.695 121.897 79.0618 67.1532 35.9771 31.1761 79.1643 108.335 265.44 248.455 16.9843 101.052 20.9176 80.1347 232.296 12.6526 47.0917 68.8268 62.4016 56.4757 43.5678 91.9372 76.9403 19.9583 15.053 219.644 10.3375 201.447 185.04 72.1023 30.8799 211.714 12.8182 16.3981 13.5621 16.2118 173.453 18.9837 56.982 40.5566 197.237 33.043 26.0485 12.3989 47.8083 18.0617 16.4254
internal_count=7516 3379 2202 4137 2821 1259 812 1562 1177 437 1316 341 177 1267 133 1134 740 447 381 215 166 468 645 1700 1590 110 611 155 456 1432 69 283 402 371 329 247 556 457 135 96 1363 66 1094 1066 412 192 1322 85 89 95 91 938 110 322 224 1241 173 133 72 274 107 98
is_linear=0
shrinkage=0.03


Tree=31
num_leaves=63
num_cat=0
split_feature=32 31 13 58 31 13 13 32 42 36 32 46 58 1 28 42 1 13 31 11 34 37 31 42 42 42 42 14 42 36 36 43 14 32 17 21 48 14 42 21 2 36 11 5 42 14 11 43 11 32 14 11 11 50 5 1 34 14 14 5 29 5
split_gain=96.622 54.5854 56.1483 32.8433 33.1484 23.2002 20.6365 27.261 22.0991 17.7261 13.6227 12.0149 11.2357 12.7155 10.88 10.5009 17.4101 8.33354 17.5329 12.6768 8.65691 8.98655 7.96406 7.14591 6.78985 6.49632 6.45755 6.30463 5.29023 5.20526 5.17753 4.86211 4.46261 9.32448 4.30733 3.80043 3.77621 3.61704 3.52754 5.59798 3.50724 5.11549 5.00656 4.41605 4.6886 3.38928 3.09842 3.04068 3.03974 4.43458 3.81765 3.01816 6.71921 3.16059 3.75984 3.34853 2.98837 4.44612 2.80965 2.70374 2.60897 2.50545
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 0.18500000000000003 5.0005279307147701 1.0000000180025095e-35 0.25000000000000006 1.5000000000000002 1.0000000180025095e-35 3.6166825895759684 1.0000000180025095e-35 5.0005279307147701 5.1526258320827365 0.90000000000000013 1.0000000180025095e-35 0.74047860581083624 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.8244373509905714 3.6369291764904044 4.8027942719406207 4.8981325150284176 0.60776772247360489 4.6022328364453351 1.0000000180025095e-35 1.0000000180025095e-35 -0.52499999999999991 0.60776772247360489 0.18500000000000003 1.5000000000000002 0.43370392910138034 1.5000000000000002 0.70359603789836356 5.0815953173980644 0.37354256669754393 3.5000000000000004 1.0000000180025095e-35 0.85813377265693191 0.04083333333333334 4.1643751273066618 0.58607219827586221 0.90819238638712629 -0.22499999999999998 0.7341930616099307 0.17500000000000002 0.65419580419580436 0.66371725642505452 0.67915159828926641 1.7585441243211084 0.32305502846299816 3.7065212271721317 1.0000000180025095e-35 0.66565040650406515 0.63299319727891168 0.04083333333333334 1.0000000180025095e-35 0.28388278388278393
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 15 4 6 9 8 -8 11 26 -9 27 13 37 22 16 23 19 20 24 -19 -22 31 25 61 36 28 34 48 38 -24 -5 33 -33 -2 40 51 -1 39 46 41 42 -29 -42 -45 -10 -21 -14 -6 50 -50 -3 -53 55 -55 -54 -11 -58 -51 -25 -34 -15
right_child=3 2 -4 14 5 -7 7 10 45 56 -12 -13 47 17 -16 -17 -18 18 -20 29 21 -23 30 59 -26 -27 -28 35 -30 -31 -32 32 60 -35 -36 -37 -38 -39 -40 -41 43 -43 -44 44 -46 -47 -48 -49 49 58 -52 52 53 54 -56 -57 57 -59 -60 -61 -62 -63
leaf_value=0.018970504827343811 0.030480747435257107 0.023358984656202616 0.039110299144459335 0 -0.011740987617707664 -0.023666312332212829 0.045518879088942317 -0.015535823374053471 0.047220842385791877 -0.038980924096401609 0.03984222098607245 -0.038821552847559407 -0.012368503292225231 0.0086694855929050681 0.0080416562215333276 0.027357348715225258 -0.036945528229197291 0.032682383925160652 -0.028009054960275503 -0.0062192135096893614 0.020587029889423639 -0.029758685442421912 0.018048801470749703 0.032204134506596815 -0.031953429683865775 -0.026371920339165349 -0.021181928009660671 -0.022094372113371476 0.037040505642414512 -0.025724496642911727 -0.021217510801430375 -0.025914525797766076 -0.016315817854918421 0.014168735284730985 -0.00056969104387598953 0.011587181088752559 -0.016679818610662998 -0.0092690390526066861 0.022118975247443357 0.011662530493921968 0.012557097802688757 -0.021202939058225539 0.0095436759596111333 -0.0012266529604005659 -0.025734984480047171 0.014818028234392728 -0.031953878701505047 -0.033809625331227881 0.00651858563900699 0.017043534121886618 0.039490165662731308 -0.022141841203569119 0.0068185643823406904 0.0065950778438691989 -0.011893027109760484 -0.024009132273709662 0.0037744004323715884 -0.033569437250181293 -0.0059181589129072036 0.00055225425682023312 -0.032105830459391166 -0.018152721397383279
leaf_weight=17.928540848195556 5.2552227750420579 6.9592024385929099 47.096196368336678 5.4262808412313452 7.7954735830426207 199.39580126851797 17.041524112224579 18.943962790071968 5.6209623366594297 10.75977523624897 4.8303327187895766 12.270353451371191 9.9829793348908407 5.4492493867874128 8.0330658406019193 15.566546298563479 9.6694492027163488 12.59554273635149 12.384296640753744 20.609380990266803 6.7458914071321487 5.6673952639102936 5.5379554107785207 10.273962602019308 40.377322524785995 6.628855198621749 7.460053823888301 7.051231890916827 5.0208784490823737 8.960670091211794 6.1096022501587868 26.402286909520626 12.43390643596649 6.153624676167964 13.917801141738892 6.1911097168922415 7.912076234817504 4.8190628439187995 5.0899959579110137 13.184732064604757 9.6925102770328504 48.687670901417732 11.478779219090937 20.030303284525875 11.129370003938673 7.9266198053956032 5.4914337843656531 22.066990181803703 7.6590768918395025 6.4329755231738117 6.0546154826879501 8.6273639947175962 5.2851721942424756 173.28251946717501 10.100421994924544 6.7409506142139435 5.2611478120088577 5.4308563396334648 17.017835602164268 3.6812485158443442 153.65342474728823 6.4264273643493652
leaf_count=122 37 46 502 33 42 1094 156 113 49 58 47 64 57 33 49 139 55 104 68 121 47 27 35 91 224 36 39 36 35 46 33 153 76 40 83 40 41 28 36 83 64 267 71 114 57 61 27 121 50 43 45 44 34 1103 54 35 32 29 95 22 897 33
internal_value=-0.00877225 0.00116056 0.00898866 -0.0159885 -0.0115198 -0.0182151 -0.00216804 0.0167696 -0.00707427 -0.00433671 -0.00379563 -0.0105226 -0.0111477 -0.00793246 -0.0254965 0.00358177 0.00205156 -0.0112697 0.000747581 -0.0155755 0.015335 -0.00203045 -0.0267795 0.0036806 -0.0260785 0.00235124 0.00427876 -0.00782121 0.00826783 -0.00511478 -0.00205197 -0.0281581 -0.0289227 -0.0181147 0.00785817 -0.0105138 0.00327169 0.0126979 -0.000721746 -0.00393008 -0.0118544 -0.0160984 -0.00228259 -0.00468076 -0.01028 0.0291899 -0.0120636 -0.0274353 0.00477198 0.00844056 0.0218652 0.00406334 0.0033536 0.0045314 0.00553225 -0.0100805 -0.0275097 -0.0149111 0.000217813 0.0244043 -0.0309809 -0.00540853
internal_weight=1211.71 509.604 311.824 702.106 478.356 278.288 200.068 40.8158 159.252 78.8927 23.7743 145.704 197.78 165.73 223.75 264.728 249.161 142.982 37.3931 105.589 25.0088 12.4133 215.717 239.492 52.253 225.537 57.4409 133.434 49.9809 53.3362 11.6476 204.07 198.643 32.5559 19.173 114.261 218.908 22.7476 44.3755 39.2855 108.07 67.2177 18.53 40.8522 31.1597 13.5476 26.1008 32.05 44.96 37.1645 13.7137 210.996 204.036 195.409 183.383 12.0261 21.4518 10.692 23.4508 13.9552 166.087 11.8757
internal_count=7516 3379 2202 4137 2821 1562 1259 316 943 468 160 833 1177 999 1316 1700 1561 849 246 603 178 74 1267 1506 290 1393 349 769 310 313 68 1199 1166 193 120 649 1357 150 267 231 609 374 107 235 171 110 148 178 275 233 95 1316 1270 1226 1157 69 119 61 138 113 973 66
is_linear=0
shrinkage=0.03


Tree=32
num_leaves=63
num_cat=0
split_feature=32 31 13 58 31 26 13 13 26 34 28 27 28 26 26 31 24 26 32 45 13 0 0 49 3 58 34 13 0 45 4 26 1 14 1 43 3 50 4 14 3 3 50 13 4 50 3 1 4 4 43 40 32 43 25 26 32 50 3 14 4 1
split_gain=91.9208 51.7356 54.3334 31.7547 31.5626 23.0266 36.9064 22.1884 21.3109 16.3097 12.7116 12.2579 10.4758 9.40063 13.2589 9.23491 8.14827 7.76013 8.33484 19.3141 8.40351 7.06788 22.8605 16.3597 7.21252 6.97967 7.41174 13.1583 6.88709 22.9888 7.9924 5.89363 5.415 5.95373 5.0746 4.92936 4.57831 4.46604 4.33646 4.07837 4.0324 3.88576 3.67933 3.58791 5.43881 4.62276 3.85977 5.4724 4.58041 7.77955 4.11736 3.58283 3.40327 4.11217 3.36425 3.32002 3.85227 3.2981 3.22479 3.20461 3.12503 2.95766
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.90000000000000013 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 0.18500000000000003 0.97500000000000009 1.0000000180025095e-35 51.500000000000007 49.500000000000007 0.37500000000000006 0.18257575757575759 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 49.500000000000007 0.97500000000000009 0.27475490196078439 8.5000000000000018 5.0699631837661698 0.67175839552238814 4.5825160859466125 -0.52499999999999991 0.48750000000000004 3.315707808323157 0.22361111111111112 0.69416099773242645 0.19803921568627456 0.13723808562876269 3.315707808323157 1.0000000180025095e-35 0.39990933816863111 3.1963557881865921 0.10275263951734541 4.8218426205347829 0.34891304347826091 0.28269230769230774 -1.0000000180025095e-35 1.0000000180025095e-35 0.17500000000000002 -0.27499999999999997 1.0000000180025095e-35 9.5000000000000018 0.16500000000000004 3.3458790118134671 0.14976474159690528 0.67664992826398873 0.32697368421052636 3.7065212271721317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 21 4 5 6 28 9 16 -6 11 54 13 14 -5 35 25 18 19 -7 -20 22 24 -23 43 26 27 38 30 -30 31 52 33 34 -11 -15 42 58 39 57 -28 -29 -26 44 46 51 47 50 49 -48 -3 -46 53 -2 -10 56 -37 -1 -12 -27 -18 -33
right_child=3 2 -4 12 7 17 -8 -9 10 32 37 -13 -14 15 -16 -17 60 -19 20 -21 -22 23 -24 -25 36 59 40 41 29 -31 -32 61 -34 -35 -36 55 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.029757247201302295 0 -0.0075673116700571636 0.038746630465925629 -0.023416516833157437 -0.038578128565198759 -0.013593371030629972 0.042247798917215321 -0.023192643409764242 -0.041605281831443588 0.0055143459290104306 -0.0022319501069827381 0.0017570428786195262 0.0078051929805807866 -0.00048034089540087904 0.025966022980888081 -0.0019840700976365352 0.0071492484115458881 -0.037603488458451663 0.003455483258415314 0.036850202686226435 -0.031419993278859373 -0.04262731791848378 0.03963299606360169 0.016194577709224389 0.0061538026148946316 -0.0053458427559791343 -0.022297909779761503 0.0062946237098202218 -0.029615002047212815 0.036621949987084471 -0.0168275384378248 -0.021515769739687798 -0.023210075807361799 -0.0079385552427377586 0.032851286538187391 -0.035310705478824735 -0.0008740085668359031 -0.019893776684065959 -0.015779195675203601 -0.013547046999068401 0.00069785006110957635 0.038706181826961852 0.019117219079024698 -0.020684051444422695 0.044690367701217697 -0.0035009581155256756 -0.022571441693837645 -0.020359639346900577 -0.031383417944046532 0.016973599518605626 0.023460582647558806 0.0056244069386143332 0.0012917468646971935 0.034712695915432967 -0.024273653698093568 -0.034502477944505984 -0.019297495434231843 0.0019151600014382878 0.031203725038074583 -0.034461736648651688 0.038552088880651238 0.0045175075835814042
leaf_weight=5.6280472278595033 4.7864142209291449 5.7601951137185106 46.128599315881729 14.847741782665254 10.551199704408644 26.718938060104847 20.767587840557098 197.39865751564503 31.622508764266968 30.610420979559422 4.9177646338939649 9.2139781787991506 8.0341810733079893 5.2963434606790534 6.9818209558725348 11.614936158061026 8.9228020235896093 11.501240715384482 8.0827404037117976 8.9485319852828962 22.667595975100994 8.9298417866230029 15.669281266629694 7.6323601156473151 71.852516695857048 6.0550342947244671 20.279819771647457 5.8956098780035964 6.9094186946749696 13.551467932760715 32.866374403238297 10.473132222890856 7.0870908498764029 22.506105028092861 7.7598215118050566 23.445744767785072 52.911195799708366 5.4087653532624236 18.599192708730698 8.7683349102735502 9.55938822776079 9.6789808198809606 28.504912175238132 11.115196876227854 4.6168696284294146 8.5439004451036435 10.131175637245184 6.6933665871620169 9.7252109646797162 7.5841084495186797 9.778092123568058 4.5942538678646088 18.042953044176102 8.0133854895830172 19.840297043323517 108.21133951842785 42.258530646562576 12.81292814016342 4.6189848333597183 9.9485646039247495 4.594942331314086 5.5932439193129531
leaf_count=40 28 32 502 87 58 150 201 1094 164 191 31 59 49 32 46 68 57 66 48 65 118 49 158 61 461 35 107 41 37 118 173 57 37 129 53 138 318 30 104 48 57 81 198 61 36 50 51 34 48 49 65 29 107 57 118 648 248 78 35 54 38 34
internal_value=-0.00858029 0.00112994 0.00876721 -0.0156589 -0.0112579 -0.0021108 0.00604246 -0.0178245 -0.0108997 -0.00422741 -0.0233774 -0.0294676 -0.0250823 -0.0263591 -0.00725763 -0.028503 -0.00300951 -0.0148322 -0.0106979 -0.000635502 -0.022096 0.00348169 0.00477369 -0.0152927 0.00235938 -0.0058278 -0.00252544 0.00336075 -0.00146823 0.0138939 -0.00550824 0.00233292 0.001115 0.00411184 0.0113401 -0.0301841 0.0061624 0.0010147 -0.00464658 0.00280394 -0.0147756 0.0270528 0.00992622 -0.00498249 -0.00225189 0.0117861 -0.00741716 0.00163353 -0.0149256 -0.00530637 0.011627 0.0263765 0.0100948 0.0218316 -0.0351594 -0.0310526 -0.0251925 0.0109623 0.0136542 -0.0240178 0.0186675 -0.0121397
internal_weight=1202.06 506.537 310.171 695.527 474.836 198.923 121.004 275.913 196.366 78.5146 75.6223 60.6768 220.691 212.656 21.8296 190.827 120.744 77.919 66.4178 35.6675 30.7503 264.042 247.48 16.5622 231.811 107.226 91.2223 61.3831 100.236 20.4609 79.7755 46.9091 67.9634 60.8763 38.3702 179.212 153.269 14.9455 45.8085 27.2093 29.8392 15.5746 100.357 78.5424 67.4272 17.755 49.6721 22.2317 27.4405 17.7153 15.5383 9.21112 30.8428 12.7998 51.4628 173.916 65.7043 18.441 9.53675 16.0036 13.5177 16.0664
internal_count=7516 3379 2202 4137 2821 1259 812 1562 1177 468 437 341 1316 1267 133 1134 740 447 381 215 166 1700 1590 110 1432 645 556 392 611 155 456 283 410 373 244 1066 977 96 270 166 164 122 659 455 394 115 279 131 148 100 97 65 192 85 282 1034 386 118 66 89 95 91
is_linear=0
shrinkage=0.03


Tree=33
num_leaves=63
num_cat=0
split_feature=58 24 53 54 28 26 13 0 42 26 26 0 42 14 28 26 26 24 2 45 42 25 17 50 50 26 40 14 42 48 14 5 45 13 14 48 35 11 21 59 11 26 47 42 26 42 4 26 14 21 35 24 5 42 26 5 45 11 11 26 42 26
split_gain=68.0837 30.0236 24.1759 18.6624 17.2652 15.4943 14.935 21.1714 30.5143 10.8636 10.2171 9.14177 27.0646 22.5776 7.84637 7.80824 6.26456 5.64058 5.39572 19.6827 5.31642 4.96644 4.83859 4.77673 4.74594 4.23844 4.0814 3.98255 3.80066 3.38376 5.78914 3.79222 3.26865 4.8008 3.21531 3.0217 2.91326 2.88672 2.81906 3.84997 5.30461 3.84823 2.7877 2.77751 2.96111 5.18423 3.66802 2.67545 2.59006 2.55465 2.53886 3.15801 2.52466 2.36017 2.41955 2.26703 3.61056 3.52278 2.51952 3.92912 3.22812 5.08619
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.90000000000000013 39.500000000000007 3.9303249852141158 14.500000000000002 7.5000000000000009 51.500000000000007 5.0009086044551614 0.51167800453514756 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 4.8522082424864346 1.0000000180025095e-35 1.0000000180025095e-35 3.1963557881865921 3.7827539512008141 7.5000000000000009 1.0000000180025095e-35 0.64956140350877212 3.7494291764904042 1.5000000000000002 0.73706512042818917 0.23606811145510839 0.97500000000000009 1.0000000180025095e-35 0.63363095238095246 1.0000000180025095e-35 1.0000000180025095e-35 0.72836123857922808 0.41991139100437735 1.0000000180025095e-35 0.72122855066982183 12.500000000000002 15.000000000000002 3.4809981774225514 11.500000000000002 3.6661845113717573 0.35599078341013829 11.500000000000002 0.72137002341920387 0.31096404744368111 1.0000000180025095e-35 1.0000000180025095e-35 0.3133928571428572 3.6369291764904044 13.500000000000002 0.042572463768115944 0.97500000000000009 0.70775301753491615 0.89242556901957382 12.500000000000002 4.500814583693912 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 16 6 7 8 29 14 15 18 -13 -14 17 -8 42 55 19 22 43 27 -9 35 -17 -4 38 -18 48 30 31 -1 -22 -34 -33 -20 -25 -36 39 40 41 -16 -2 52 45 -45 -47 -35 -3 -24 -12 -52 -19 -46 -55 58 -57 -58 60 -60 -7 -62
right_child=1 28 25 -5 -6 9 10 11 -10 -11 50 12 13 -15 26 24 21 20 23 -21 32 -23 49 36 -26 -27 -28 -29 -30 -31 -32 34 33 47 37 -37 -38 -39 -40 -41 -42 -43 -44 44 53 46 -48 -49 -50 -51 51 -53 -54 54 -56 56 57 -59 59 -61 61 -63
leaf_value=0.027937289818572922 -0.02262854563166106 0.0038612815731765724 -0.0019574993265662278 -0.040004483532731921 0.016618839119082886 -0.024131223387184486 0.00061977123939646345 0.017798343501548471 -0.034517543493031135 -0.038183034168414051 0.0010409014504336549 -0.039688278429119234 0.047487785440551086 -0.038819981076879936 0.04227157500039555 0.041435344927419078 -0.02925011557474801 0.014445331414742182 0.021988499152514506 -0.04302644410503282 -0.035434014390876158 -0.034191415864967281 0.0072292361975217394 -0.0036278377531263248 0.011107006625105206 -0.029054067732895591 -0.0075162539308198861 0 0.027349049690647526 -0.014693922935883792 -0.01925746874829172 0.025485408445335252 0.01327308892540253 0.0024741936609704398 0.0057143330398465699 0.0019443618039886494 0.015809764644322658 -0.01723383722216144 -0.0096084474879587004 0.034737156653606285 -0.0050797162199437591 0.0026154171656865921 -0.0014319506121523681 -0.011221621758104261 0.0044271391674101136 0.025535978609994348 0.00097767963667141911 -0.020142467863329721 -0.016064235174345839 -0.0010490827357958065 0.022541263803166272 0 -0.010700241826320211 -0.01292990367539079 0.0019457106166557742 -0.015210684395157655 -0.0071653184101444761 0.029281173569941622 0 -0.024229778799959377 -0.017012910434733998 0.012820539296066585
leaf_weight=7.4080561846494666 99.207362443208694 25.951064400374889 6.5465584769845 12.125229269266127 8.17425389587879 41.42617255449295 10.084088213741778 17.372358426451683 39.996228612959385 10.089868769049643 65.69702222943306 16.229198217391971 8.1189900785684568 3.8121895641088477 4.9265108481049591 16.975058466196064 8.9983492419123667 14.822620682418348 30.053031973540783 8.6351423114538175 5.819347232580184 106.22501909732819 45.725353457033634 24.108944199979305 7.4509632736444464 40.307998895645142 16.905917592346668 8.0688771903514844 4.8493875339627257 11.039220079779623 7.6922343149781218 4.8134173899889019 5.8436099141836158 5.2647951096296337 16.502237118780616 9.6473771408200246 9.4043399691581708 6.7603789716958991 4.8723644763231269 6.300116501748561 12.120752319693564 4.5156745985150337 6.590135544538497 14.003537930548189 11.702397003769873 9.7290645018219966 13.44069033116102 23.308641284704208 7.3455534130334845 121.50911019742489 12.724278703331947 9.802944041788578 4.2858544737100592 47.566768884658813 11.487263776361941 11.620406061410906 4.6493929773569089 4.2170897349715233 18.99205440282822 8.3829914182424528 23.613504327833656 6.168952338397502
leaf_count=50 584 163 39 64 52 235 67 118 211 56 488 85 70 18 41 168 54 99 230 41 32 648 291 156 56 231 105 51 34 58 40 32 40 39 99 64 70 35 30 46 77 30 42 83 76 75 95 138 40 735 108 73 23 297 69 62 29 32 115 49 133 45
internal_value=-0.00839578 -0.021476 -0.00445529 -0.00331343 -0.0254474 -0.0027785 0.000527501 -0.0023407 -0.0147101 -0.00768016 0.00965191 0.0016017 -0.0145537 0.0192312 -0.00672412 0.0234804 -0.0269878 -0.00863912 0.00334122 0.000676877 -0.00502019 -0.0317174 0.00279796 0.0102708 0.0325929 -0.02542 0.00419208 -0.015754 0.00307357 0 0.00377674 0.00901818 -0.0145184 -0.0106244 0.00365175 0.0173022 0.00171011 -0.000788995 0.0104298 0.0141912 0.00764847 0.0243761 -0.02137 -0.00194659 -0.0038536 0.00287633 0.0116768 -0.0157785 -0.000425026 0.00118448 0.00413398 0.0128019 0.00844225 -0.007472 -0.00993822 -0.0136559 -0.00411886 0.00977117 -0.0155647 -0.00738211 -0.0185968 -0.010589
internal_weight=1192.03 275.41 916.618 869.764 237.264 857.639 511.562 388.828 94.2118 346.076 122.734 294.616 28.1604 11.9312 335.986 34.5101 229.09 286.345 266.456 193.242 167.275 123.292 184.607 73.2137 24.426 46.8546 49.6413 17.0672 38.146 54.2155 43.1763 35.4841 40.2364 34.417 28.076 39.7004 33.5133 23.2626 32.7354 27.8631 21.5629 9.44219 105.797 127.038 107.93 37.1733 23.1698 28.5734 33.2966 167.234 88.2242 22.5272 19.1085 70.7564 59.054 119.071 20.4869 8.86648 98.5837 27.375 71.2086 29.7825
internal_count=7516 1668 5848 5578 1431 5514 3363 2403 525 2151 960 1878 173 88 2095 291 1379 1766 1705 1185 1066 753 1144 520 224 270 329 105 237 314 256 216 249 217 166 294 226 134 224 194 148 71 626 817 695 253 170 177 203 1026 669 181 122 442 366 700 123 61 577 164 413 178
is_linear=0
shrinkage=0.03


Tree=34
num_leaves=63
num_cat=0
split_feature=32 31 13 58 31 26 13 13 26 36 42 28 27 28 42 46 26 26 31 9 26 32 45 11 24 42 58 34 13 42 42 36 4 42 9 50 26 4 53 26 32 25 48 35 42 32 41 50 4 50 4 50 4 4 50 13 5 5 50 27 28 9
split_gain=85.0727 48.0946 52.2104 29.2613 29.7026 21.1157 34.6393 20.9275 20.0332 16.3388 14.9107 12.154 11.9303 9.65212 9.45868 15.1755 9.20678 12.635 8.76381 7.99531 7.50695 7.79103 18.1226 8.3738 7.49371 6.50669 6.46469 7.09868 12.3113 5.89522 5.81059 5.14435 9.38938 4.76234 4.51277 4.19718 4.10355 5.93413 3.73008 3.59532 4.43366 3.4134 3.35999 3.30012 3.24688 3.22695 3.68389 3.16227 3.12505 3.12709 3.01191 3.63639 3.01048 2.92275 2.84244 4.07945 2.6286 2.58605 2.44872 2.44449 4.74204 2.41978
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.90000000000000013 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 5.0005279307147701 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.0005279307147701 13.500000000000002 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.50000000000000011 12.500000000000002 0.18500000000000003 0.97500000000000009 0.86073272698808534 1.0000000180025095e-35 4.8244373509905714 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.8027942719406207 4.8981325150284176 1.0000000180025095e-35 0.22361111111111112 4.6022328364453351 0.12500000000000003 3.315707808323157 8.5000000000000018 0.22540322580645164 1.0000000180025095e-35 9.5000000000000018 0.16500000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.6495906236714224 0.17500000000000002 1.0000000180025095e-35 3.3973861251426389 0.31503759398496245 1.9276964374892214 0.29289215686274517 3.4150731631156739 0.24068965517241384 0.34891304347826091 3.1307312134163801 1.0000000180025095e-35 0.033908045977011504 0.04083333333333334 3.3723414149732767 1.0000000180025095e-35 1.0000000180025095e-35 0.27500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 14 4 5 6 10 9 24 30 19 12 41 16 15 25 17 -5 39 36 21 22 34 -23 26 29 27 28 31 42 33 32 -1 52 -7 56 37 45 59 40 -18 -10 48 53 -26 -2 -47 -11 50 -50 51 -3 -6 -39 -29 -56 -13 -27 -51 60 -9 -38
right_child=3 2 -4 13 7 20 -8 38 11 47 -12 35 -14 -15 -16 -17 18 -19 -20 -21 -22 23 -24 -25 44 57 -28 54 -30 -31 -32 -33 -34 -35 -36 -37 61 43 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 49 58 -52 -53 -54 -55 55 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.014854635446288606 0.023738889237907151 0.0031489815807651872 0.038350708073399402 -0.022608208086122811 0.0086388093957782911 0.001601060950065641 0.041514121755963203 -0.02686856048889941 -0.041068341411864516 -0.033502515530346146 0.033013643556105247 0.02707608716619966 0.002067173440244977 0.0072442407528084916 0.026309886602174336 -0.036613033060301267 -0.034743259291800187 0.025776535833246642 -0.0018696788450417231 -0.037035637156175832 -0.037031314265256549 -0.028732379240475957 0.035928484272429041 0.011225806206467858 0.0030278163767955167 0.031177574519990918 -0.023258431492001127 0 0.026458334420993147 -0.025467074112329333 -0.020206663814207996 -0.023520754877835132 -0.015796690764645904 0.035175522126838395 -0.023076535598496019 -0.019173008668912105 -0.017080212113690586 -0.011658780370838048 -0.033482334230441432 -0.033098558405372999 -0.017824153067871659 -0.02346964111803759 -0.015842985149916531 -0.017603844340022462 0.03351011097623742 -0.0068999175879964503 0.021919140430331833 -0.0050412214829500665 -0.023595087379732791 0.0037594490807264106 0.025793810820927094 0.017682631128918304 -0.010246897960580393 0.018925824771981386 0.00015377348775856949 -0.028141525832071301 -0.0032993647877833567 0.00011316428012370292 -0.014528109523802912 -0.013152664216178309 -0.014437102649890222 0.0013891339370380297
leaf_weight=19.577146634459496 11.549076370894911 142.09259466081858 45.014394626021385 14.509241402149202 35.642514176666737 10.605234056711199 20.224340945482254 87.284165367484093 30.851719796657562 15.555985294282438 9.9736341983079893 5.3545740470290166 9.1522485613822919 8.0365842878818494 15.126706220209597 8.6260795444250089 22.706164255738258 6.9851462543010703 11.599557675421236 6.4414324462413779 11.09751436114311 24.779558837413791 8.9189375564455968 5.4636008292436591 7.1353872790932638 10.007372997701166 15.68596540391445 8.2846073135733622 15.39882382750511 6.5056204944849005 7.324008733034133 9.6956750750541669 16.261656992137432 5.0461323559284201 15.910071179270743 5.3619592413306227 21.035619214177132 5.077750101685524 26.393686845898628 104.72596179693937 45.979979522526264 19.397869519889355 7.8695379048585883 14.479345388710499 6.279167078435421 11.189531706273558 5.8508909642696372 5.299736686050891 5.6653104126453391 30.992150992155075 6.3822315931320182 17.557622976601124 9.2079471349716169 5.5982562676072121 5.8852052986621866 15.494634442031384 4.1102478206157684 3.673125132918357 8.1528124213218671 35.143335327506065 45.543360628187656 8.2638873383402842
leaf_count=128 78 886 502 87 225 65 201 486 164 88 89 41 59 49 139 52 138 46 68 34 66 132 65 34 45 91 89 52 122 36 39 50 92 35 85 30 115 28 156 654 274 118 41 77 50 63 39 31 29 193 44 122 50 38 35 77 25 22 45 199 253 50
internal_value=-0.00819498 0.00117673 0.00856069 -0.0150802 -0.0108503 -0.00192084 0.005919 -0.0172612 -0.0105038 -0.00403514 -0.00132759 -0.0227376 -0.0287888 -0.0242783 0.00340701 0.00196304 -0.0255399 -0.00651511 -0.0277084 -0.00528708 -0.0142039 -0.0101549 -0.000416318 -0.0212903 -0.00284191 0.00341049 -0.00556017 -0.00238535 0.00339762 0.00215051 0.00417506 -0.00435145 0.000769798 0.00794006 -0.0130436 0.00116695 -0.00266932 0.00216416 -0.0225337 -0.029398 -0.023589 -0.0345136 0.00302192 -0.00829049 0.0180195 0.0115651 0.00278668 -0.0266716 0.00376882 -0.00316545 0.00567795 0.00480499 0.00460005 0.00388053 -0.0144082 -0.0201454 0.013469 0.0233911 0 -0.0207398 -0.0226793 -0.0116935
internal_weight=1185.03 501.592 307.666 683.442 468.9 196.459 119.684 272.441 193.927 78.0763 99.4594 74.2286 59.4018 214.543 262.651 247.524 206.506 21.4944 185.012 89.4858 76.7749 65.6774 35.4342 30.2432 119.698 238.898 106.284 90.5977 60.9333 225.218 57.2206 45.5345 35.8388 49.8966 26.5153 14.8268 83.0444 53.7449 194.365 173.412 68.6861 50.2496 218.712 25.1554 13.4146 28.5895 17.0404 20.8557 210.843 44.8103 166.032 159.65 44.8505 10.676 29.6644 21.3798 9.46482 13.6805 39.145 167.971 132.828 29.2995
internal_count=7516 3379 2202 4137 2821 1259 812 1562 1177 468 611 437 341 1316 1700 1561 1267 133 1134 522 447 381 215 166 740 1509 645 556 392 1396 349 270 220 310 150 96 488 323 1094 1066 412 282 1360 143 95 180 102 119 1319 267 1052 1008 275 66 164 112 66 113 238 938 739 165
is_linear=0
shrinkage=0.03


Tree=35
num_leaves=63
num_cat=0
split_feature=32 31 13 58 31 26 13 13 26 36 42 31 13 42 0 0 14 26 26 31 26 32 11 11 42 24 26 32 58 34 13 42 36 4 4 47 42 5 11 58 53 42 11 14 0 42 4 14 11 4 32 54 34 14 0 32 14 31 42 42 12 0
split_gain=81.0667 45.5756 50.5577 28.2849 28.26 20.0517 33.2798 20.0407 19.167 15.5962 14.1859 9.92905 26.5643 9.02644 16.9816 11.3571 7.80063 7.7032 11.9833 7.72028 7.32437 7.43049 12.9472 8.01764 7.5186 7.10313 6.26744 6.81371 6.16622 6.6995 11.6794 5.4992 4.88675 8.86735 4.74704 4.70949 4.47001 4.18684 4.5961 11.3125 3.70129 3.6484 4.04038 3.19663 3.11403 3.09584 2.96113 3.67163 4.28931 3.97257 2.93894 2.88508 2.885 4.17747 2.84 3.40885 2.70867 2.64956 4.58496 3.70525 2.89575 2.61227
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.90000000000000013 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 5.0005279307147701 1.0000000180025095e-35 1.0000000180025095e-35 5.0005279307147701 51.500000000000007 49.500000000000007 0.51653869448840439 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 12.500000000000002 0.18500000000000003 0.80039597484269975 0.86073272698808534 4.5184800837290524 1.0000000180025095e-35 9.5000000000000018 0.16500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.8981325150284176 1.0000000180025095e-35 0.22361111111111112 0.24662162162162166 2.5000000000000004 4.6022328364453351 0.046693482230278659 0.76365788906765653 1.0000000180025095e-35 1.0000000180025095e-35 4.87152173002832 0.80039597484269975 0.67664992826398873 39.500000000000007 3.6495906236714224 0.28269230769230774 0.68895663956639575 0.7130146705995698 0.31142241379310348 0.17500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.66565040650406515 33.500000000000007 0.17500000000000002 0.63299319727891168 0.2950000000000001 3.366682589575968 3.4937425525307249 0.22500000000000006 39.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 13 4 5 6 10 9 25 31 16 12 37 14 15 34 -2 18 -5 26 21 22 24 -23 -7 28 27 -19 29 30 32 36 33 -1 57 -18 54 38 -10 -40 51 42 46 -30 -35 -27 -36 49 -49 -48 -21 -9 -11 -54 -6 -56 -57 58 -3 -59 -60 -37
right_child=3 2 -4 17 7 20 -8 40 11 52 -12 -13 -14 -15 -16 -17 35 19 -20 50 -22 23 -24 -25 -26 45 -28 -29 43 -31 -32 -33 -34 44 41 61 -38 -39 39 -41 -42 -43 -44 -45 -46 -47 47 48 -50 -51 -52 -53 53 -55 55 56 -58 59 60 -61 -62 -63
leaf_value=0.014429058073419335 -0.037804818287024457 -0.017760044155150766 0.038021429700498925 -0.022201590742809908 -0.012386181428173356 0.002256185694818255 0.041034120029455876 -0.019237024184915193 -0.036923029779995592 -0.037905995290406849 0.032401649074628225 -0.042334034420585399 0.037762290210711064 0.025816069236853367 -0.037280926536253735 0.038478489536754347 0.014813513556273214 -0.03440334150844248 0.024972374121820393 -0.015138278159994701 -0.03671269207533559 -0.028222541505457208 -0.013987157673137669 0.010890453535393852 0.04976370378507082 0.0029404316406649758 -0.032457409748249608 -0.013977069074436781 -0.0041614150965994644 -0.014022122412904764 0.025860102918132993 -0.019752431055440983 -0.023005139297266261 -0.026120032600707149 -0.017380005463152506 -0.013931546963411964 0.034054245853207099 0.00029988499650458316 0.0079958128548212621 -0.034622886877341615 -0.033101754682520142 0.018823490633805742 -0.028631779348636349 -0.033485863568653039 0 0.032789793854788418 0.016359408648468764 0 0.033029152564137902 -0.0091551720374726739 0.011646632980177634 -0.037552971885350075 0.0041618831240285356 -0.032438987285394953 0.019456562913574699 0.016949631316660479 -0.0054228191168034954 0.025283170188692968 0.021354124377068018 0.0063440935931066448 0.0023782177761923428 -0.0015066400426512467
leaf_weight=19.556145526468754 5.9584864228963843 9.1412841677665693 44.058300547301769 14.338003337383272 7.1046700030565253 7.0923239290714246 19.855019114911556 157.4218210875988 21.592417374253273 10.146275758743286 9.8626202717423421 17.270187392830849 6.9852495342493048 14.959942214190958 9.3434414863586408 7.8933576643466941 11.565361790359018 22.251458764076233 6.999984696507453 9.2204439267516118 10.863292232155798 24.478581100702289 22.788775056600571 5.4689623713493338 5.4089070335030556 7.1329959481954557 103.33489167690277 49.686379462480545 5.9588854536414138 29.558874607086182 15.288706310093401 7.2730397358536711 9.6212155073881132 9.6055759564042109 11.001705452799795 22.90155179053545 5.0622417181730262 5.2948162853717795 9.3560584336519241 12.90336899459362 25.905925273895264 5.6823421493172637 6.1227266639471045 9.5642619505524618 6.5764387100934973 6.2297374382615089 6.1953281834721556 9.3725199326872808 5.3994571715593329 34.719641208648682 5.6645523309707633 9.0201235711574537 5.2263573706150055 5.2157971486449242 14.039925299584864 6.5406059995293644 17.135614156723022 11.904695220291613 8.0128279179334623 48.509896107017994 73.747868828475475 48.794873960316181
leaf_count=128 32 49 502 87 38 42 201 887 126 58 89 87 57 139 56 81 75 138 46 51 66 132 130 34 43 45 658 301 35 164 122 39 50 53 58 123 35 31 60 76 156 41 33 54 39 50 40 55 39 197 35 51 32 29 97 44 96 85 56 311 460 292
internal_value=-0.00801954 0.00114862 0.00835085 -0.0147821 -0.0106151 -0.00187514 0.00578148 -0.0168981 -0.0102685 -0.00393701 -0.00129072 -0.0223161 -0.0159223 0.00331346 0.00190677 0.00350239 -0.0051464 -0.0238995 -0.00635928 -0.0258274 -0.0139041 -0.00991372 -0.000393767 -0.0208559 0.0237436 -0.00276776 -0.0275949 -0.0204563 -0.00542401 -0.00232251 0.00330843 0.00405217 -0.00424123 0.000743234 0.00224255 -0.00265237 0.00770775 -0.0237962 -0.02683 -0.0165306 -0.0220962 -0.00369274 -0.00557887 -0.0228068 -0.0154042 0.017577 -0.00329339 -0.000350792 0.012254 -0.00508505 -0.00452814 -0.0203095 -0.0262302 -0.0138223 0.00446073 0.00784106 0.00059653 0.00536183 0.00203443 0.0102461 0.0043587 -0.00558662
internal_weight=1175.19 498.56 306.065 676.627 465.131 195.039 118.938 270.092 192.495 77.7445 99.0829 73.4021 56.1319 262.007 247.047 237.704 89.2203 211.496 21.338 190.158 76.1008 65.2375 35.29 29.9475 12.5012 119.093 175.273 71.9378 105.73 90.207 60.6481 57.1561 45.3594 35.7382 229.81 83.2618 49.8831 49.1467 43.8518 22.2594 192.348 78.4937 72.8114 15.5231 16.182 13.3627 66.6887 55.6869 14.772 40.915 14.885 166.442 20.5884 10.4422 44.8208 37.7161 23.6762 151.317 90.902 60.4146 81.7607 71.6964
internal_count=7516 3379 2202 4137 2821 1259 812 1562 1177 468 611 437 350 1700 1561 1505 522 1316 133 1183 447 381 215 166 85 740 1097 439 645 556 392 349 270 220 1424 490 310 293 262 136 1094 463 422 89 92 95 389 331 94 237 86 938 119 61 275 237 140 961 565 396 516 415
is_linear=0
shrinkage=0.03


Tree=36
num_leaves=63
num_cat=0
split_feature=31 26 26 13 31 26 53 26 31 42 31 34 9 28 27 0 42 28 0 31 13 26 13 34 26 1 26 26 0 31 4 37 31 31 26 0 43 3 21 3 34 42 5 43 4 26 13 50 14 26 13 31 26 2 1 42 31 34 14 42 50 43
split_gain=62.0907 31.3302 18.0291 15.0163 35.1935 11.5333 11.1425 10.205 8.85254 8.34868 10.3023 8.25653 8.24562 7.92183 10.2482 6.90327 21.1398 6.7589 14.175 6.18051 9.78802 9.65299 8.28853 9.8649 8.1445 6.07744 5.78164 5.50151 5.34599 5.12685 5.02705 4.67133 4.5852 4.50287 4.37655 5.26335 4.34776 3.96587 3.88946 3.86917 3.79925 3.60071 3.4343 3.42906 4.08272 5.11209 4.32167 3.74777 5.06846 3.28208 3.14769 4.28985 4.26574 3.1238 3.77754 3.26352 2.89822 2.85675 3.5705 2.78696 2.775 2.7724
threshold=0.16000000000000003 9.5000000000000018 14.500000000000002 0.90000000000000013 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 6.5000000000000009 0.12000000000000002 4.9869157021011983 1.0000000180025095e-35 1.0000000180025095e-35 0.50000000000000011 1.0000000180025095e-35 1.0000000180025095e-35 51.500000000000007 5.0315115408785305 1.0000000180025095e-35 38.500000000000007 0.31000000000000011 0.90000000000000013 11.500000000000002 0.90000000000000013 1.0000000180025095e-35 13.500000000000002 4.4767173695485214 9.5000000000000018 6.5000000000000009 24.500000000000004 0.12000000000000002 0.31142241379310348 1.0000000180025095e-35 0.23000000000000004 1.0000000180025095e-35 3.5000000000000004 29.500000000000004 -0.52499999999999991 0.13723808562876269 0.37685084802867397 0.10620300751879701 1.0000000180025095e-35 4.87152173002832 0.28759398496240607 0.17500000000000002 0.3246621621621622 10.500000000000002 1.0000000180025095e-35 2.7815080780430619 0.62296459033341967 10.500000000000002 1.0000000180025095e-35 0.23000000000000004 12.500000000000002 3.5000000000000004 4.7537168748336507 4.2907886899843515 0.35000000000000003 1.0000000180025095e-35 0.62814267756128228 3.5876490396180452 3.3361473422153938 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 9 7 13 15 11 -6 12 40 -5 17 14 25 19 -17 27 -19 21 37 22 28 -24 50 36 -25 34 -2 -27 -15 -13 -28 53 -1 -36 -3 39 59 42 -11 -30 -21 44 47 46 -46 -16 -49 -45 51 -23 -52 -29 55 -55 -40 -43 -59 -39 -20 -37
right_child=2 5 -4 4 8 -7 -8 -9 -10 10 -12 31 -14 30 43 16 -18 18 60 20 -22 24 23 26 -26 29 32 33 41 -31 -32 -33 -34 -35 35 61 -38 38 56 -41 -42 57 -44 49 45 -47 -48 48 -50 -51 52 -53 -54 54 -56 -57 -58 58 -60 -61 -62 -63
leaf_value=-0.013330355521280252 -0.017830290434415891 0 -0.037724080676611142 0.02820464311139265 -0.038362759795987439 -0.037656378748050896 -0.02111767074598208 0.040746275827781293 5.3574965060569922e-05 0.032007705913114255 -0.02325828341510142 0.010015301341579234 -0.039489427243692699 0.010793337714046836 -0.029289024661165172 -0.038562707696459433 0.025703042953840242 -0.025294668078125804 0.019700559438109794 0.020547637452758744 0.036724532990649546 -0.021540822407341984 0.036609057527055254 0.035973142926326543 0.0047663261459527425 -0.0077210666648166969 -0.0078608273660047915 -0.016878626506241886 0.0023583076126223236 -0.025833327649427598 -0.013380592883143439 -0.027300895484301892 0.019463012603678338 -0.038769408618564101 -0.024675134655845789 0.0085022834208425564 -0.026619149475447395 0.00994838993604839 0.0089558017224289476 -0.024773453901558079 0 0.031859018671582487 -0.014665806204840863 -0.0068961953292271524 -0.0045239469330519691 -0.016098924175214475 0.03206073379378193 -0.028019667265009696 0 0.022756919457423641 -0.026538145477169133 0.0039727842188827548 -0.00096973997760286255 0.0023965347508337303 0.019605900807919577 -0.026485318148407513 -0.018090055751688688 -0.0061781330133597601 0.027458320681704056 0.03097748170121855 -0.0020657295982560511 -0.0056442912873668665
leaf_weight=51.387466460466385 10.565417900681494 5.8164575695991507 10.321297973394392 10.818455748260021 13.658290937542915 29.328410819172859 17.702884554862976 17.259114943444729 8.3350725099444389 10.23508680611849 6.1936758309602729 5.8760370686650276 8.8798330724239332 12.939556501805784 16.915685825049877 12.047824352979662 7.1022058725357047 11.816763915121554 19.443571656942371 5.6443660557270032 11.880835622549055 8.8824516758322734 15.176299713551996 4.8508000075817135 37.346822880208492 40.67807599902153 17.284513607621196 98.194980032742023 155.69446852058172 22.787641994655132 18.277870871126652 5.5702061653137207 7.860504485666751 7.7851446121931067 7.2834026291966429 28.259099543094635 156.87143189460039 15.840869955718519 10.104607522487639 5.9097524210810652 4.5982202365994445 6.7955475598573694 3.9996943026781082 9.101588271558283 5.8432682529091853 11.512597315013407 5.0798634886741638 8.9636819660663622 15.683518521487711 4.949443854391574 22.299438126385212 16.20867745578289 8.6398080810904521 6.8418551683425921 4.6175431907176963 6.3316741362214088 5.2451010495424262 6.9938614740967751 4.3251884281635284 10.24366185814142 6.5041650757193556 21.569697372615337
leaf_count=305 55 36 59 96 76 178 106 176 55 90 36 43 47 84 95 70 60 63 132 43 140 51 183 54 241 243 110 596 979 128 104 27 71 42 39 177 966 106 65 31 31 67 21 57 35 65 39 52 102 34 124 102 59 41 32 35 29 45 36 84 38 130
internal_value=-0.00784884 -0.0132325 0.00104596 -0.00694138 0.00648607 -0.0194432 0.00201064 0.0234491 -0.0236641 -0.00971778 0.00828749 0.0095302 -0.0111016 -0.0178113 -0.0192916 0.00303136 -0.014399 -0.0101174 0.00150615 0.00390554 0.0120703 0.00213931 0.00546002 0.0169717 -0.00595402 -0.0225478 0.00666093 -0.0120327 0.00259178 -0.0143793 -0.00316465 -0.00778607 0.000530241 -0.016391 -0.00698475 -0.00114393 -0.0256759 0.00671503 0.0115982 -0.00589468 0.0219928 0.00388674 0.00533276 -0.00974643 -0.0127058 -0.00205972 0.0122211 -0.0182715 -0.0102937 0.00330081 -0.0131979 -0.00492091 -0.0196429 -0.0147732 -0.00276054 -0.011225 -1.39012e-05 0.0165267 0.0064076 0.0186079 0.014041 0.00226055
internal_weight=1165.18 726.208 438.967 361.459 61.5172 364.749 428.646 39.5238 21.9934 299.942 21.027 22.2647 278.915 335.421 304.203 410.943 19.15 270.035 37.7645 391.793 68.8689 322.924 229.547 45.1721 93.3772 226.154 29.9958 232.271 184.374 63.4657 31.2174 11.4462 25.145 123.771 108.5 57.1122 162.688 56.9881 41.4342 15.5538 14.8333 173.809 9.64406 78.0496 63.9986 22.4357 10.9231 41.5629 24.6472 14.051 56.0304 25.0911 30.9392 115.986 17.7911 13.1735 15.3497 18.1146 11.319 26.0845 25.9477 49.8288
internal_count=7516 4525 2991 2307 473 2218 2932 342 131 1834 157 166 1677 2040 1852 2826 130 1630 233 2696 519 2177 1600 418 577 1373 235 1397 1182 371 188 70 181 746 651 346 1002 379 284 95 121 1127 64 479 388 139 74 249 154 91 336 153 183 704 108 76 94 148 81 190 170 307
is_linear=0
shrinkage=0.03


Tree=37
num_leaves=63
num_cat=0
split_feature=58 24 53 54 28 42 46 46 27 28 36 4 19 43 4 21 14 14 3 13 43 1 42 14 5 42 42 17 3 21 42 13 43 9 1 3 1 27 36 21 42 14 42 1 50 5 14 1 1 1 14 43 3 9 21 1 3 50 21 1 17 3
split_gain=57.9776 26.2067 20.49 16.8471 15.7381 12.303 31.4088 16.9579 9.7454 13.2089 5.91252 23.8121 19.8916 6.84067 5.04164 4.88956 6.20252 4.74508 4.70216 5.17809 4.51344 4.50323 6.94834 3.99746 3.65987 3.71482 3.61483 3.49588 4.13118 3.3157 3.28931 3.25341 6.00706 3.00802 3.80586 3.58477 3.00467 2.92799 4.94635 2.88272 2.80121 2.74716 2.74011 2.72656 2.71285 2.69866 2.58954 2.58138 3.68875 2.54867 2.36823 2.32996 2.44344 2.26709 3.67543 3.0255 2.33821 2.22085 2.72078 2.16561 2.09592 2.08806
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.1200721840520744 1.5000000000000002 7.0000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.15504807692307696 1.0000000180025095e-35 0.42500000000000004 0.27681992337164757 0.38245561072500711 0.63299319727891168 0.60776772247360489 0.14669236950007072 0.90000000000000013 -0.52499999999999991 4.4767173695485214 4.021991651880783 0.60776772247360489 0.01941930618401207 4.6335050209865809 3.7494291764904042 1.5000000000000002 0.51250000000000007 0.30424740708764886 5.2023790466822319 1.0000000180025095e-35 -0.22499999999999998 0.17500000000000002 3.6753934147262184 0.43750000000000006 3.4855547771300555 1.0000000180025095e-35 1.0000000180025095e-35 0.42197135395913399 4.8981325150284176 0.50977198761457165 4.6335050209865809 4.927030492346792 2.4194005465518993 0.01941930618401207 0.6503424657534248 4.7722549004645503 4.6907213539591348 4.2912852276227893 0.72137002341920387 -1.0000000180025095e-35 0.43750000000000006 0.22500000000000003 0.32799908871127548 4.021991651880783 0.077677224736048281 2.8153069638604364 0.41253526018209052 3.578938214467795 1.0000000180025095e-35 0.10893210283454187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 20 6 8 30 9 10 12 17 13 21 -13 44 -17 -12 19 24 -2 22 -1 -22 -11 -26 50 29 36 45 -7 -16 -33 34 35 -20 -29 -25 46 -18 47 -8 -23 -27 59 -10 -39 48 -35 -4 -3 52 -19 54 55 -38 -55 -36 -59 -14 -31 -58
right_child=1 26 49 -5 -6 7 41 -9 27 18 11 14 15 -15 31 16 39 51 33 -21 23 42 -24 37 25 43 -28 28 -30 60 -32 32 -34 40 57 -37 53 38 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 56 -56 -57 61 58 -60 -61 -62 -63
leaf_value=-0.0090218886131006159 0.00080034173156224415 0.0035053091161121337 -0.0025662217283784492 -0.038851532280181698 0.016163683417526511 0.0065945722356746655 -0.038836330950931919 0.047237113789669445 -0.026626739715794084 -0.026642917847415522 -0.0020860841377211494 0.033800986912020069 0.00083200127849580245 0.024503956269817193 -0.0099737183947018661 0.033701442644091535 0.017094568559882412 -0.030514223432294874 -0.0047899331143368773 0.0084007324894049655 -0.015613550689508496 -0.0010504572273461598 -0.027677939007241057 -0.029854646411175925 -0.011643470964825398 0.02649828078517039 0.026556774499554882 0.026809538291980239 -0.0076132986775282671 0.021181622944644145 -0.023481780823729356 -0.00021943421710393947 0.03401375400862492 0.01387791531368052 0.0037163602239402146 0.022783804205525386 -0.020705037899518143 -0.031793214572751867 0.0026460442826974555 -0.0047753156194242962 -0.0023869440459023451 -0.020220368285137583 -0.0096319635040429119 -0.0036881306932020027 0.0059098955679653216 -0.0034427248874503284 -0.0097529513298886573 0.033758707934159311 -0.014090903038903899 -0.026412324593562103 -0.015599567591915961 -0.032509437076265094 -0.010119160491895233 -0.0040782499385489607 0.011845146956526185 0.0011933916627783901 0.027796005497682626 -0.026123398879124991 0 -0.020970037244771346 -0.0028972983964914048 0.010794761268563628
leaf_weight=55.502921223640442 5.2682324051856986 25.855591624975204 5.1718440651893607 11.438795402646063 8.1652115285396558 10.762627162039282 19.357833728194237 10.320718117058275 6.5503995344042805 8.7361521795392019 8.4763553738594037 4.4912774488329879 8.7393554151058179 5.0913966447114936 15.185502529144285 12.048197731375692 10.652113616466524 10.087354093790056 6.5899757817387608 22.088176943361759 30.920315377414227 54.670094594359398 27.79244127869606 147.78659059852362 21.210915997624401 4.7009090781211835 4.8307268992066374 7.8513083010911933 15.106269702315329 5.9355977326631546 4.4101879447698584 19.597416236996651 5.7004756405949619 47.668740905821323 9.5552401244640368 10.113818749785422 7.1040939986705807 17.398267768323425 6.9103074893355361 10.091554827988146 10.879284583032129 15.602971777319906 93.906470932066441 5.2462421879172325 46.063854888081551 16.2896498888731 8.1615293994545919 5.3965213745832434 4.2863263487815848 39.463691465556622 7.2900051474571219 32.949263550341129 14.196422845125197 6.6354071497917166 23.484400048851967 23.57817629724741 8.6998872533440572 7.8135219514369947 6.4192159473896027 6.7648659050464621 6.0543707832694036 38.162471055984497
leaf_count=366 33 163 34 64 52 84 110 92 35 46 50 36 54 47 87 87 70 56 41 171 195 357 171 935 117 35 34 58 87 45 26 143 55 345 61 71 39 112 49 58 74 96 612 36 291 108 55 43 27 236 40 184 85 45 163 149 68 41 41 36 37 278
internal_value=-0.00766903 -0.020064 -0.00402082 -0.00296947 -0.0239608 -0.00246373 -0.00311515 0.0179425 -0.00185329 -0.00360328 -0.00634467 -0.0123722 -0.00430673 -0.0089547 0.00432703 0.0072964 0.016645 -0.0238715 0.00345903 -0.00306142 -0.0255157 -0.00973572 -0.0153699 -0.0262007 -0.00956755 -0.0044492 0.00283139 0.00458769 0.00685381 -0.00373021 -0.001949 0.000759583 0.00746544 0.0072302 0.000588435 0.0116225 0.00880745 -0.0279642 -0.0190462 0.00622464 0.0110708 -0.030861 -0.00652031 0.0102274 0.00218233 -0.0105256 -0.0251188 0.0137274 0.0114102 -0.0238069 -0.000585023 -0.026975 -0.0190163 0.00739177 0.0029005 -0.00378388 0.0117997 -0.00694181 -0.0144653 -0.0084446 0.00868264 0.0141832
internal_weight=1157.28 262.587 894.693 850.058 224.61 838.619 813.125 25.4935 778.164 612.712 442.007 110.684 331.323 236.963 44.9747 94.3599 32.7919 65.7094 170.705 61.9824 216.445 231.872 83.2954 211.177 39.8942 31.1581 37.9763 165.452 130.622 34.83 15.1728 40.4834 25.2979 108.723 40.4918 16.7038 115.516 180.257 32.4701 20.7437 68.2309 34.9608 148.577 9.94715 61.5681 22.84 25.5598 57.3516 51.9551 44.6355 33.1456 57.233 24.2838 107.664 54.1667 30.6823 53.4978 23.788 14.2327 15.5042 11.99 46.8624
internal_count=7516 1668 5848 5578 1431 5514 5312 202 5106 3994 2845 696 2149 1553 321 596 215 375 1149 405 1379 1506 537 1346 234 188 237 1112 887 225 110 285 198 744 255 112 800 1151 216 128 489 206 969 71 381 143 167 415 372 270 203 325 141 742 351 188 391 143 82 90 82 346
is_linear=0
shrinkage=0.03


Tree=38
num_leaves=63
num_cat=0
split_feature=32 31 13 58 31 13 26 13 26 36 42 31 13 42 1 26 26 31 9 26 32 45 11 24 26 32 42 3 58 42 47 3 9 3 36 9 3 3 42 11 58 4 50 53 43 50 50 42 4 2 48 43 1 45 32 42 3 27 31 26 31 11
split_gain=72.1305 40.0361 47.6961 25.6884 26.6476 19.0052 17.8954 30.4901 17.781 14.3073 12.6659 9.44384 24.4739 8.03322 13.3121 7.44034 11.2687 7.33461 7.03444 6.97137 7.27201 15.9275 7.69129 6.53024 6.20624 6.82003 5.68511 5.99084 5.60021 4.96526 4.38585 4.74819 4.92476 4.35519 6.2583 4.33473 4.31827 4.23848 4.20705 3.60668 6.98592 5.8412 3.55765 3.51201 3.29174 3.12416 3.05337 2.98616 2.93684 2.90629 3.87873 3.24032 4.75813 3.22832 2.77122 2.68839 2.30476 2.30296 2.34379 2.25571 2.3346 2.19773
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.90000000000000013 7.5000000000000009 1.0000000180025095e-35 5.0005279307147701 1.0000000180025095e-35 1.0000000180025095e-35 5.0005279307147701 5.2654667634977059 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.50000000000000011 12.500000000000002 0.18500000000000003 0.97500000000000009 0.86073272698808534 1.0000000180025095e-35 9.5000000000000018 0.16500000000000004 4.8244373509905714 0.18257575757575759 1.0000000180025095e-35 4.8981325150284176 2.5000000000000004 0.13723808562876269 0.17500000000000002 0.17445652173913045 1.0000000180025095e-35 0.12500000000000003 0.074537037037037054 0.48750000000000004 4.6022328364453351 0.69858908400027009 1.0000000180025095e-35 0.43625902544818601 3.2806961417784364 1.0000000180025095e-35 1.0000000180025095e-35 3.315707808323157 3.3973861251426389 3.6495906236714224 0.30495169082125612 3.5000000000000004 1.0000000180025095e-35 0.074999999999999997 4.7502366905087499 1.5000000000000002 0.17500000000000002 3.734352692279471 0.048809523809523817 1.0000000180025095e-35 0.2950000000000001 10.500000000000002 0.23000000000000004 0.74198398863162696
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 13 4 6 9 7 10 23 29 18 12 39 14 26 16 -5 24 30 20 21 35 -22 28 25 -17 27 36 33 38 -2 48 42 -1 -35 -8 56 45 55 -10 41 -41 -33 -7 61 57 -11 -25 -32 53 51 52 -51 -38 -19 -6 -3 -29 -59 60 -47 -34
right_child=3 2 -4 15 5 43 19 -9 11 46 -12 -13 -14 -15 -16 17 -18 54 -20 -21 22 -23 -24 47 -26 -27 -28 37 -30 -31 31 32 44 34 -36 -37 49 -39 -40 40 -42 -43 -44 -45 -46 59 -48 -49 -50 50 -52 -53 -54 -55 -56 -57 -58 58 -60 -61 -62 -63
leaf_value=-0.0090641212970189421 0.014747413893279668 -0.00061170682963313785 0.037465617211415642 -0.021222019214103053 0.0084650984629651375 -0.019531911469195761 0.0027810771340985277 0.040283075749605317 -0.03447234700695808 -0.032217740943434554 0.031366394637887783 -0.041342023108612722 0.036808890085213847 0.024696426561605575 -0.035506083275581683 -0.033698740303328881 0.024752035952413279 -0.014400010347738211 -0.035387263227950508 -0.035903025900305197 -0.02736530575952591 0.034547724373955813 0.011056448226537591 0.0027747941384464138 -0.031572867782649401 -0.012902896773794614 0.022080348220189835 0.0023410952669718401 -0.021784210763879923 -0.018732537763633334 0.0015968075950589056 -0.019448742376925857 -0.0012710765541536424 0.0095216357148403888 -0.018039481727297614 -0.021674691630915236 -0.0083303306206323723 -0.0013547908690409206 0.033145217993759392 0.0066738884259893968 -0.033709400815147623 -0.029004717283964646 0.0076853097491838629 -0.032251766032692308 -0.012070439700508124 0.02467569692085041 -0.0039501549542895953 0.032155440713280511 -0.023100818639487 -0.014005920250850309 -0.0149024704340715 0.018894307043424204 0.021102846496305505 -0.037368074188065176 0.01168948601322589 -0.0088640012612018915 0.022871516576058369 0.0022979353657920673 0.025479377953986995 0.028447292350417243 0.0010423643012377783 0.018264347552866499
leaf_weight=41.970117285847664 11.54388729482889 7.8405440673232061 42.301810041069984 13.923511765897276 34.65196517854929 163.44359576702118 10.428887240588667 19.140949264168739 16.613112762570381 14.712109945714476 9.6250551417469961 16.645713537931442 6.8559727221727362 14.531603470444677 8.0819356441497785 21.278469018638134 7.0016371458768836 9.1131445541977865 6.004590041935443 10.232955336570738 23.932454593479637 8.8409090116620046 5.4537204653024665 7.1272307857871038 98.08609826117754 48.476386770606041 13.331459552049635 53.430517010390759 15.086131282150744 7.1136000081896773 5.2762442529201534 14.184079721570017 6.4980844408273759 38.302411571145058 8.8889327123761159 15.473244860768316 10.160121619701384 52.812193214893341 5.0681274980306616 12.890212938189508 12.274805866181852 5.7524795979261389 5.728081412613391 24.776755385100842 5.5731994509696952 6.0668585896492067 5.2103315442800513 6.1865804269909859 16.038228951394558 12.250361189246183 18.07853939384222 7.9018186107277861 4.5464815422892562 5.8237808048725119 5.6579255387186995 10.001169353723524 6.267054483294487 7.94940818846226 9.0884352549910528 11.00255101919174 10.909499846398829 17.58184639364481
leaf_count=252 75 46 502 87 218 938 65 201 101 88 89 87 57 139 53 138 46 51 34 66 132 65 34 45 658 301 113 337 89 39 31 76 38 254 50 85 57 318 35 82 76 34 36 156 31 44 31 50 83 67 96 52 34 32 35 57 42 51 67 81 71 118
internal_value=-0.00748316 0.0012134 0.00798804 -0.0139593 -0.00997681 -0.0161379 -0.00141502 0.00585146 -0.00961365 -0.00345117 -0.000877171 -0.0214524 -0.0151259 0.00314525 0.00182634 -0.0228439 -0.0054662 -0.0247942 -0.00451731 -0.0129324 -0.00907351 6.26688e-05 -0.0200054 -0.00238525 -0.026583 -0.0194106 0.003151 0.00197963 -0.00496503 0.00414156 -0.00211559 -0.00498018 7.67342e-06 -0.00200969 0.00414941 -0.0116524 -0.00503552 0.00540095 0.00759627 -0.0228657 -0.0162547 -0.00420786 -0.011346 -0.0212706 0.00785763 0.00908131 -0.0252358 0.017145 -0.0167502 -0.00866558 -0.00436351 0.00316739 -0.00401336 -0.0196121 -0.00398323 0.00442783 0.00957483 0.0055604 0.0151638 0.0176338 0.0100265 0.0127785
internal_weight=1151.04 490.969 302.375 660.071 456.534 264.978 191.556 117.194 188.594 76.7573 98.0533 71.0323 54.3866 260.073 245.542 203.537 20.9251 182.612 88.4282 74.3622 64.1292 34.743 29.3862 117.561 167.841 69.7549 237.46 224.128 104.248 56.8349 82.4237 70.8798 49.5653 89.1615 47.1913 25.9021 72.8687 151.259 49.7213 47.5306 30.9175 18.6427 19.9122 188.22 29.6531 98.4473 19.9224 13.3138 21.3145 58.7611 42.7772 24.6987 16.7968 15.9839 14.7711 44.6531 14.1076 70.4684 17.0378 27.9789 16.9764 24.0799
internal_count=7516 3379 2202 4137 2821 1562 1259 812 1177 468 611 437 350 1700 1561 1316 133 1183 522 447 381 215 166 740 1097 439 1508 1395 645 349 488 413 299 556 304 150 426 969 310 293 192 116 112 1094 187 651 119 95 114 338 249 153 101 89 86 275 88 455 118 196 115 156
is_linear=0
shrinkage=0.03


Tree=39
num_leaves=63
num_cat=0
split_feature=31 26 25 13 31 26 53 26 26 31 42 35 3 28 0 49 1 31 5 42 35 3 31 31 0 11 4 36 0 49 42 11 36 37 11 36 26 31 13 26 26 13 13 26 31 11 0 50 42 26 1 46 35 28 3 11 3 5 1 42 31 42
split_gain=54.3297 28.4473 22.9287 13.2341 32.1573 11.266 10.987 9.87282 9.54154 8.40832 7.52735 9.76471 11.5302 7.1747 6.99223 18.9189 6.76417 6.17475 6.13418 5.98283 5.42649 8.97745 8.40611 5.40403 4.89837 4.76684 4.63795 4.50665 5.89646 5.76301 4.45926 5.23998 4.36821 4.35731 4.11329 4.06055 4.82865 4.05236 9.29004 5.28247 7.07407 11.3689 7.02623 6.52762 6.24677 5.63054 5.18058 4.00727 3.79411 3.79339 4.57169 3.76949 4.83999 3.53968 3.52204 3.64985 3.62201 3.2552 3.25472 3.04847 2.72051 2.67222
threshold=0.16000000000000003 9.5000000000000018 1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 14.500000000000002 6.5000000000000009 0.12000000000000002 4.9451995762684859 1.0000000180025095e-35 0.17445652173913045 1.0000000180025095e-35 51.500000000000007 0.37500000000000006 4.5626574477361794 1.0000000180025095e-35 0.19052419354838712 5.1490315393853061 1.0000000180025095e-35 0.29864864864864871 1.0000000180025095e-35 1.0000000180025095e-35 51.500000000000007 0.69162459331384041 0.31142241379310348 1.0000000180025095e-35 32.500000000000007 0.15500000000000005 5.0186495125046582 0.72736098326941212 1.0000000180025095e-35 1.0000000180025095e-35 0.68816001945609639 1.0000000180025095e-35 10.500000000000002 0.31000000000000011 0.90000000000000013 11.500000000000002 12.500000000000002 1.0000000180025095e-35 0.90000000000000013 9.5000000000000018 0.23000000000000004 0.93349589109791131 24.500000000000004 2.7040907083446837 3.310152402865298 11.500000000000002 3.6437425525307248 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.13723808562876269 0.91259835368155462 0.10620300751879701 0.28759398496240607 3.7166825895759685 4.87152173002832 0.35000000000000003 3.5876490396180452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 10 8 13 7 14 32 -6 11 12 -1 16 37 -16 18 24 20 -17 21 -3 25 30 -12 -22 -15 28 -14 -29 31 -18 33 -5 -24 36 -23 39 54 42 41 -41 46 -44 -45 51 -2 -38 -13 -37 -51 -42 -53 -50 56 61 57 -39 -55 -48 -57 -56
right_child=2 5 -4 4 9 -7 -8 -9 -10 -11 17 48 27 26 15 19 23 -19 -20 -21 22 35 34 -25 -26 -27 -28 29 -30 -31 -32 -33 -34 -35 -36 49 47 38 -40 40 45 -43 43 44 -46 -47 59 -49 53 50 -52 52 -54 58 55 60 -58 -59 -60 -61 -62 -63
leaf_value=-0.016932274017649386 -0.017062090155607473 -0.027164214652264686 -0.037262807197160401 0.018945111273045861 -0.037654658880898556 -0.036958784084399905 -0.020533495418275871 -0.03675521063760407 0.039921358431141744 0.00013675200811679645 0.025477250893179253 0.0013886739920620889 -0.022591213009970176 0.010551761096925093 -0.041458803367551603 -0.0088211399721912619 0.013288247066716195 -0.018171827713773889 0.011604996028422007 0.040908830100946994 0 -0.012618404825843839 -0.020334875498313022 -0.018092011470263285 -0.0045488322950981248 -0.030951580533177109 -0.01275501375610189 0.00065468719425514641 0.011154398756078064 -0.025203158730647379 0.022694515009994802 -0.013712476211553054 0.0371397928035491 -0.010280883999276553 0.016332484559146047 -0.031220444717401961 -0.0080263932024419778 0.020185714284853197 0.036100926486452072 0.019831921074382905 -0.010463259232011149 -0.025623715845432746 0.036199478278101792 -0.00083149459092386074 0.025716516305591811 -0.028987559807871505 0.0029272591655511168 0.020561209947351736 -0.019280331611666545 -0.022609696009800843 0.016330887181903869 0.0038720983198017398 0.027868290704316404 0.014526705600460182 0.009270419834479229 0.0083705678736522657 -0.023986058654751109 -0.01417645929739185 -0.017976061139750268 0.016106761672030814 -0.017824954250941605 0.029951079033666519
leaf_weight=46.012608513236046 10.518871665000914 43.695772022008896 13.407863155007361 8.0545324236154592 13.094538047909737 27.784056097269058 17.890149407088757 5.2271727323532096 16.598363317549229 8.2858492508530617 12.860195420682436 9.4575719982385618 4.9174235314130774 12.890022069215776 10.059003770351412 3.5411229878663999 8.4319971427321416 6.7364420443773261 4.703541360795497 4.6605885103344917 4.5576560944318762 21.411615893244743 5.0747936293482763 41.192813269793987 7.2490778416395178 91.962587773799896 18.050248853862286 29.14573722332716 44.331454366445541 10.165410958230494 5.2560200169682494 24.143848814070225 3.9574874192476264 9.9650238156318665 5.5223492458462715 11.533296011388302 7.1473207846283939 5.5848193019628507 11.342330321669577 6.0853717774152782 10.002081774175165 21.73465695977211 11.252949923276899 20.018062710762024 12.610726378858088 4.3342146128416053 152.46213103830814 10.19567961245775 113.06782159954309 6.0305336117744446 4.4804774895310402 33.486845143139362 9.9411144778132421 5.5358683317899686 15.755475327372553 10.076184727251528 5.8565816953778258 3.9912974238395691 5.1312671005725861 17.818921454250813 5.245142124593257 10.102940604090689
leaf_count=264 55 259 81 62 76 178 111 29 176 55 110 58 30 84 60 24 57 41 29 46 30 133 30 238 47 627 104 178 289 53 37 140 42 62 36 63 40 43 140 41 56 124 138 147 133 21 963 68 701 34 31 222 73 35 106 65 31 21 28 148 29 84
internal_value=-0.0073214 -0.0124367 0.00103799 -0.00639879 0.00637442 -0.0184592 0.00229332 0.00333455 0.0227696 -0.0228652 -0.00902116 -0.0105474 -0.00477397 -0.0168438 0.00389648 -0.0140561 -0.0182869 0.00594569 -0.0210625 0.0190247 -0.0218272 -0.0167446 -0.0266889 -0.0105796 0.0144197 -0.0294703 -0.0028471 0.00149937 0.00758587 -0.00597373 -0.00218997 -0.00650205 0.00930177 0.00251804 -0.000722607 -0.0090933 -0.00302734 0.00478607 0.0114478 0.00330124 -0.00299035 -0.015396 0.005725 0.0164972 0.00934046 0.00291337 0.003062 0.00848061 -0.0163198 -0.0193646 -0.00545552 0.00571149 0.00960518 -0.0177218 0.00629326 0.0109101 -0.00562415 0.0052529 -0.00059923 0.00435889 -0.000324837 0.0177485
internal_weight=1141.64 708.631 433.007 354.567 59.9558 354.065 419.599 401.709 38.5754 21.3804 294.611 267.765 134.573 326.281 396.481 18.2607 295.34 26.8457 216.316 8.20171 211.612 104.495 107.117 79.0247 20.1093 96.5202 30.9403 88.56 49.2489 39.3111 37.8319 32.5758 21.977 18.0196 10.5971 60.7989 38.7546 378.221 67.9548 310.266 85.5843 27.82 224.682 43.8817 32.6288 57.7643 180.8 17.343 133.193 22.0443 10.511 53.43 43.428 123.735 56.6124 41.1797 15.4327 9.57612 10.6671 170.281 15.3213 25.8584
internal_count=7516 4525 2991 2307 473 2218 2910 2799 342 131 1834 1636 814 2040 2770 130 1852 198 1380 70 1351 628 723 472 157 657 188 550 319 231 234 197 166 124 66 369 241 2640 519 2121 537 165 1584 418 280 372 1166 108 822 128 65 351 295 764 379 284 95 64 63 1111 94 190
is_linear=0
shrinkage=0.03


Tree=40
num_leaves=63
num_cat=0
split_feature=32 13 58 0 42 54 42 0 9 42 9 14 47 34 42 45 58 47 49 36 0 32 13 34 32 42 32 11 3 32 42 27 3 47 21 59 29 5 3 49 14 32 14 3 42 40 27 40 3 5 27 3 9 11 49 11 34 14 32 42 32 13
split_gain=65.6428 37.1897 23.8984 15.6446 19.1453 7.86314 7.2609 18.1465 6.44733 6.37536 15.5331 10.4766 6.30575 7.86705 6.21775 7.436 5.96734 8.17521 7.63343 6.35774 5.95691 4.58068 5.96839 16.061 19.7285 8.40263 5.75382 5.73419 5.5988 5.552 11.5429 5.70618 6.1406 3.88459 3.74635 3.56339 3.53946 3.47932 3.59653 3.34769 3.2041 3.3356 3.68865 3.08072 2.98024 2.94518 2.65456 3.35392 3.21613 2.98396 2.64861 2.63216 2.46394 2.38343 2.66438 2.3685 2.32374 4.19602 3.46447 2.2199 2.05392 1.94442
threshold=1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 38.500000000000007 3.885512953955101 1.0000000180025095e-35 4.9869157021011983 51.500000000000007 0.37500000000000006 5.1200721840520744 0.32500000000000007 0.57200460829493094 1.0000000180025095e-35 1.0000000180025095e-35 4.8244373509905714 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 502.50000000000006 0.25000000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.18500000000000003 4.5626574477361794 0.17500000000000002 0.75611338215075197 0.48750000000000004 0.16500000000000004 3.9303249852141158 1.0000000180025095e-35 0.19803921568627456 3.5000000000000004 0.37338111951652564 1.0000000180025095e-35 1.0000000180025095e-35 0.07483905579399143 0.61250000000000016 0.2950000000000001 0.58847248576850109 0.16500000000000004 0.60776772247360489 0.18257575757575759 4.8341389671286441 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.13514669502693458 0.28388278388278393 1.0000000180025095e-35 0.34687500000000004 1.0000000180025095e-35 0.79615770946599063 0.12000000000000002 0.90163030679303291 1.0000000180025095e-35 0.66565040650406515 0.17500000000000002 3.6656344265871388 0.15000000000000005 0.90000000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 43 9 7 14 -6 10 21 -11 13 -3 15 16 19 -18 35 37 53 22 25 24 -24 26 29 61 -28 30 50 32 -31 -16 -21 -19 55 38 59 -14 -38 60 45 46 -27 -43 48 -48 49 -1 -2 -33 -30 54 -8 -4 -44 58 -58 -5 -42 -23
right_child=2 12 36 6 8 -7 20 -9 -10 11 -12 -13 39 -15 33 -17 17 18 -20 34 -22 27 23 -25 -26 44 28 -29 52 31 -32 51 -34 -35 -36 -37 40 -39 -40 -41 41 42 56 -45 -46 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 -57 57 -59 -60 -61 -62 -63
leaf_value=0.012285165821066573 0.026936350096971502 0.023950207249890467 0.0029943422975197329 0.0039196191950609284 -0.030291876952257157 -0.036789017450643717 0.02189367813027383 -0.03746978697349012 0 0.050403410700526771 -0.028274628364156902 -0.0066391585649739262 0.026464636782026586 -0.027347916750539897 -0.0042927247319427281 -0.025689234489338589 -0.032352235560571839 -0.01237653659350239 -0.028915356565805409 -0.00079698230876399853 0.04137804341013137 0.0086898546890875131 0.036211967983825921 -0.015340995576467922 -0.014206297708552928 0.029245459077755429 -0.0038908141779365538 -0.015967356154314181 0 0.0057038355833857008 -0.035121382018644912 -0.015583461951713984 -0.021994778455244293 0.025436070436662125 -0.02905677999243228 0.008694561908300244 -0.0045155513439530913 -0.014585073232167249 -0.019231785303980755 0.0077056822102455642 -0.015887294461369352 0.0095914425135541926 -0.027126861057900756 0.022583438820062106 0 -0.019458135557029615 0.02549049136288677 -0.0068798531159637161 -0.021146665254912666 -0.0084656558125195108 0.0012028348268204722 0.0088025723929876839 0.027328990476561489 -0.012404693120709664 -0.0028230775867484426 -0.018974830241392328 0.0077369235850151584 -0.027798240963583867 -0.015875388686042942 0.011354124459939351 -0.035282129965736875 0.036583137586277487
leaf_weight=9.6766845583915728 8.6902003809809703 5.1678335741162282 7.971131399273875 90.527109242975712 42.643032647669315 9.3006937801837903 10.137769080698495 11.255533933639525 7.4380687475204459 4.0536308959126464 36.619248732924461 8.5540148690342885 56.435922130942345 5.1690831109881401 4.94160367548466 9.6839384734630567 9.7955890372395498 9.3116333112120611 7.7867241725325576 10.221624203026296 6.2237628847360602 6.6801746562123316 12.807775251567364 175.42900933325291 14.714959926903248 8.2773316726088506 44.652927927672863 5.718506731092929 5.0172471553087226 7.8301891610026351 5.0705060958862296 5.6813560724258449 54.585980668663979 14.17778220027685 7.604309380054473 28.3937112018466 8.6365732178091985 7.1961014792323104 4.5208537951111785 11.457334212958811 7.7464477643370619 5.7613189369440061 67.759687580168247 4.8107538223266593 4.6374050304293624 6.1454622372984886 5.9550795257091504 4.8700116127729416 9.3541390374302846 16.588546298444271 6.9415438547730437 12.009940497577189 8.7128439396619779 3.8964498564600936 5.6269544884562483 8.6098520979285222 7.0077641978859928 22.214914254844189 21.556317932903767 64.761756159365177 34.549339704215527 4.1321587786078453
leaf_count=61 61 44 54 582 251 56 93 70 48 34 224 59 598 25 31 58 60 59 48 63 60 41 124 1063 94 56 255 33 30 47 25 30 337 119 39 185 56 38 24 97 50 39 455 33 27 37 40 27 48 91 43 76 60 26 39 55 48 142 144 422 236 46
internal_value=-0.00715448 0.00117346 -0.0134026 -0.00245413 -0.0126624 -0.00955146 0.000912279 -0.000476042 -0.0258158 -0.00894675 -0.00957483 0.0117335 0.0200995 -0.00116472 0.0010767 -0.000167511 0.000857328 -0.0077392 -0.00218966 0.00346677 0.0160579 -0.00779728 -0.00848657 -0.011987 0.00913152 -0.00431491 -0.00623782 0.00739764 0.00116347 -0.0105774 0.00301174 -0.0141628 -0.018417 0.0174769 -0.0133737 0.00329475 -0.0221107 0.00531403 0.00626468 0.023419 -0.0233439 -0.0242442 -0.0216505 0.000123361 0.0186639 -0.00498012 -0.0021613 0.0105228 -0.00622087 -0.000558822 0.0160475 0.000549261 0.0178516 0.00740473 0.0127708 -0.00814602 -0.0232633 -0.0179038 -0.00986036 0.00706931 -0.0319627 0.0203655
internal_weight=1133.71 485.63 648.076 407.4 101.336 450.118 306.063 280.178 50.0811 440.817 428.209 12.6076 78.2302 10.3369 268.923 249.803 240.119 55.2877 45.4921 184.832 25.8849 391.59 375.059 202.952 27.5227 172.107 159.193 16.5308 58.383 100.81 20.7023 80.1075 62.4162 19.1194 17.8259 37.7053 197.959 167.006 159.81 67.8933 181.378 172.741 130.445 51.2552 12.9147 11.9068 46.4445 10.8251 35.6194 26.2652 15.6317 17.6913 13.7301 19.6612 15.7647 16.581 118.539 50.779 28.5641 155.289 42.2958 10.8123
internal_count=7516 3379 4137 2615 599 2821 2016 1798 299 2765 2672 93 764 69 1728 1578 1520 352 292 1168 218 2448 2328 1281 218 1047 964 120 345 619 129 490 384 150 102 244 1316 1066 1028 695 1207 1151 865 300 83 76 267 67 200 152 104 106 90 158 132 109 789 334 192 1004 286 87
is_linear=0
shrinkage=0.03


Tree=41
num_leaves=63
num_cat=0
split_feature=32 13 24 26 32 13 28 27 0 13 45 28 27 26 28 27 1 13 5 5 13 5 26 43 24 26 34 35 1 34 32 0 45 45 26 35 45 49 48 0 0 26 1 1 9 40 35 26 26 32 35 29 0 1 0 32 1 35 32 9 13 1
split_gain=62.3589 35.3367 18.3446 14.2391 14.5451 19.142 11.8054 12.7409 10.544 8.26987 7.14942 6.81684 8.22606 7.30058 6.07976 6.19899 5.90842 8.0404 5.59503 12.8977 8.55591 4.6977 4.24394 4.24371 3.79074 8.47042 7.95278 3.36206 3.34225 4.16907 3.33559 3.27049 11.9956 3.34549 3.2369 3.70965 3.19958 7.62644 3.80538 3.59031 3.30813 2.99607 2.91383 2.90699 2.8687 3.22042 2.84426 4.2669 2.70015 3.31 2.6434 2.61518 2.56094 2.52593 2.99109 2.34927 2.19681 2.12666 8.89901 2.75806 1.97406 1.96414
threshold=1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 8.5000000000000018 0.16500000000000004 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.414485388880232 1.0000000180025095e-35 0.025657894736842109 0.01941930618401207 1.0000000180025095e-35 0.046693482230278659 9.5000000000000018 -0.52499999999999991 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 4.9042169434880387 1.0000000180025095e-35 0.15000000000000005 49.500000000000007 0.97500000000000009 1.5000000000000002 7.5000000000000009 1.0000000180025095e-35 0.69117647058823539 0.33500000000000008 1.5000000000000002 42.000000000000007 1172.0000000000002 11.500000000000002 3.6590178639248787 3.9303249852141158 0.12500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 11.500000000000002 0.18500000000000003 1.0000000180025095e-35 1.5000000000000002 39.500000000000007 4.308349957457783 31.500000000000004 0.16500000000000004 3.6166825895759684 1.0000000180025095e-35 0.17500000000000002 0.27500000000000008 0.70000000000000007 3.4792268092965979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 21 31 7 16 10 -8 53 12 13 24 15 46 23 28 19 20 52 27 -9 -5 26 -26 -3 -2 29 -18 -25 33 -33 34 43 42 38 39 44 -38 -39 55 -36 50 -20 -46 47 56 49 -19 -6 -21 -4 -1 -55 -24 -10 58 -32 -60 -12 -54
right_child=3 11 18 6 5 -7 9 22 14 -11 60 -13 -14 -15 -16 -17 17 48 36 51 -22 -23 41 30 25 -27 -28 -29 -30 -31 57 32 -34 -35 35 -37 37 40 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53 61 54 -56 -57 -58 -59 59 -61 -62 -63
leaf_value=-0.024355965625076977 -0.0059092121973645653 0.01487669999857456 -0.013223553926618063 4.3034824975649726e-05 0 0.036869539970107404 0.0072307867887049767 0.015662716789507418 0.0076248393328695908 -0.012471986491737011 -0.035110687630921754 0.037851687015471799 0.037021317773488084 0.035790834670999284 0.0093357699500068361 0.0087955829115433926 -0.0073089930503946682 -0.0071580296383187509 -0.001295353054546314 0.033496622267948459 -0.036021169465916388 0.0080340121666687917 0.0035021407345201174 -0.0066544390513787535 0.037208835174310277 -0.0025425607501064654 -0.019940316116545016 -0.02600114492320366 -0.014009812536776859 0.027076726990620168 -0.029742415390368898 -0.028529262418377648 0.034942718604350081 -0.028570409327761 -0.0059463964293685811 -0.01276547982926012 -0.012682201798766495 0.033098271351931108 -0.018026361404288246 -0.040896695200999832 -0.0048023232941625587 -0.0039858504233507563 0.019583543304048358 -0.010277254972179626 0.029354167040610495 -0.00027504203609389044 -0.022876734092677996 -0.020867787808405577 -0.025459667005979784 -0.025644209873028713 0.021721320761234002 0.01069048501899764 0.013356990822719805 0.01109559240754138 -0.016200227507595883 -0.016479056983516174 -0.0076400800549710083 -0.029646280573697954 -0.0026466393482349332 -0.023367093252319626 -0.01218583182155061 0.0030813750786963926
leaf_weight=5.5049119591712978 10.640422657132147 10.675129987299442 7.3117476254701605 5.678645744919776 11.201997376978401 11.448031336069105 29.560375832021236 5.5489343553781501 11.741294316947458 52.522456236183643 24.104032792150978 15.236405625939367 12.271607860922812 7.7939435020089141 20.760133482515812 14.927212320268152 5.2397745475173014 27.34195351600647 18.771288268268112 15.535255663096907 4.8384449481964102 4.931629315018653 5.23537454009056 9.2637529000639898 8.036760613322258 10.975866578519344 12.550456985831261 36.428120993077755 6.7897547632455817 6.8789908364415169 52.04625640809536 3.9755383729934675 7.067426472902298 5.2423081770539275 9.8244658783078211 42.717837929725647 17.511288888752468 3.789852797985076 7.1837287396192542 5.7630630731582633 3.7414113581180573 41.09730189293623 6.3329651355743399 8.5043169260025007 7.3739854320883733 5.1492500454187393 17.41993659734726 17.594129920005798 36.591611467301846 13.836869686841963 9.4229620695114136 7.9798635318875304 19.962108105421066 8.1476951912045461 6.1459693163633338 56.775686740875244 27.449806198477745 91.096142753958702 21.346060007810596 8.2244724705815297 5.2612415626645079 121.66645152121782
leaf_count=31 74 86 40 36 67 137 187 38 76 310 154 180 148 95 136 97 29 174 109 156 28 36 33 57 92 93 70 244 39 46 321 25 72 26 56 265 97 38 37 38 29 251 42 46 51 30 106 111 223 79 61 68 139 50 32 350 159 632 131 50 33 770
internal_value=-0.00699158 0.00114027 -0.00239641 -0.0131117 -0.00553336 0.00034451 -0.0157714 -0.0179388 -0.0103411 -0.00530321 -0.0218989 0.0196774 0.0150299 0.00939065 -0.0050855 -0.00852495 -0.0212943 -0.0150479 0.00270829 0.0055468 0.00232499 -0.018682 -0.00908006 -0.024461 0.0042321 0.0141607 -0.00369093 -0.0216303 0.00219753 0.0118451 -0.0252578 -0.00367037 0.0114577 -0.00554684 -0.00404566 -0.0081174 -0.00446403 -0.0116546 0.00116811 -0.020213 0.0138566 -0.0104975 0.00381045 0.00397869 0.00585125 0.016887 -0.0121041 -0.0086254 -0.0193126 -0.0136087 0.0101872 0.0261658 0.00365756 -0.00745714 -0.000288645 -0.0146898 -0.00289904 -0.026212 -0.0222425 -0.00872944 -0.0313165 0.00458879
internal_weight=1125.99 483.174 405.634 642.812 167.738 115.738 475.074 392.992 159.056 82.0828 49.1639 77.5402 62.3038 50.0322 109.893 89.1324 284.334 96.679 246.578 177.294 153.779 52.0002 108.657 187.655 42.2382 19.0126 23.2256 47.0685 18.9085 12.1188 181.977 104.29 11.043 93.2469 88.0045 58.8753 69.2839 30.8056 38.4783 23.2744 7.53126 103.108 16.1574 29.1293 31.2945 12.5232 74.2052 56.7852 77.7704 41.1788 20.625 23.5151 148.94 19.7986 14.2937 62.0111 39.1911 172.713 81.6168 29.5705 29.3653 141.629
internal_count=7516 3379 2615 4137 1151 797 2986 2489 985 497 300 764 584 436 685 549 1817 590 1630 1201 977 354 672 1227 341 185 156 318 114 75 1191 660 97 563 537 363 429 202 227 135 67 634 98 174 190 81 452 346 476 253 128 224 949 113 82 383 235 1134 502 181 187 909
is_linear=0
shrinkage=0.03


Tree=42
num_leaves=63
num_cat=0
split_feature=32 31 13 58 31 13 26 26 13 34 42 31 13 26 26 42 14 31 46 26 32 45 13 26 32 31 42 42 58 34 13 42 42 14 36 4 41 49 5 3 58 3 53 3 26 4 3 32 14 3 3 3 3 14 4 42 42 54 50 41 32 26
split_gain=59.2767 34.06 43.0545 22.5322 23.6065 17.1044 16.3871 15.271 27.3443 13.2799 11.053 9.47499 21.66 7.08962 10.2502 6.96122 11.1858 6.86883 6.85389 6.57455 6.98889 14.524 6.9993 6.17948 6.70127 5.7778 4.9361 5.02167 4.69609 6.0227 9.51961 4.07433 6.69673 4.39099 4.02843 6.9541 3.96677 3.99219 3.76285 3.81728 9.41648 3.7013 3.55343 3.38336 3.37948 4.4534 3.71757 3.3756 3.28924 3.02526 4.00448 3.81297 3.88609 3.72371 3.58507 3.14625 2.81828 2.76844 2.7486 2.65597 2.51786 2.45248
threshold=1.0000000180025095e-35 0.16000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 10.500000000000002 0.90000000000000013 1.0000000180025095e-35 4.9763905204053005 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 5.0005279307147701 0.57200460829493094 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 0.18500000000000003 0.97500000000000009 1.0000000180025095e-35 9.5000000000000018 0.16500000000000004 0.12000000000000002 4.8244373509905714 4.8027942719406207 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.8981325150284176 4.5831513229706227 0.67033365570599623 1.0000000180025095e-35 0.22361111111111112 1.0000000180025095e-35 0.15500000000000005 0.046693482230278659 0.36250000000000004 1.0000000180025095e-35 0.13723808562876269 1.0000000180025095e-35 0.19803921568627456 8.5000000000000018 0.22540322580645164 0.17445652173913045 0.17500000000000002 0.67664992826398873 0.18257575757575759 0.48750000000000004 0.10275263951734541 0.11651583710407241 0.70620204603580572 0.28062500000000007 4.3298514159003032 3.6495906236714224 1.0000000180025095e-35 3.315707808323157 1.0000000180025095e-35 0.17500000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 15 4 7 9 25 8 10 -6 18 12 38 14 -5 16 -3 23 44 20 21 -9 -22 24 -15 28 27 49 29 30 34 32 33 36 35 -1 37 -11 39 -8 -41 -32 57 61 45 47 -47 -2 -30 51 58 53 -53 -18 -54 -56 -27 -7 -51 -49 -19 -31
right_child=3 2 -4 13 5 42 11 19 -10 31 -12 -13 -14 17 -16 -17 26 60 -20 -21 22 -23 -24 -25 -26 56 -28 -29 48 43 41 -33 -34 -35 -36 -37 -38 -39 -40 40 -42 -43 -44 -45 -46 46 -48 59 -50 50 -52 52 54 -55 55 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.013285359618840566 0.023261933566098788 -0.034449148775507088 0.036577972248299742 -0.019842757177554734 -0.036392994140227661 -0.017163847657934758 -0.033226770611465679 -0.010420208142200597 0.039430284524849715 0.028402979986142596 0.029677720056057521 -0.040796453015925216 0.035448074509299127 -0.032692593488804531 0.024328593879785858 0.023407274389551553 -0.00077585044860810609 -0.013288130516918462 -0.036114194439737297 -0.03500438598613536 0.0042017161900340617 0.033909655220374778 -0.02815252639739587 -0.030416093964090788 -0.011512472497650389 0.0024599452335732955 0.020731979675146374 -0.024267599947716458 -0.0013064033164675698 -0.032378041308569409 0.0038298749177099636 -0.018898838653465255 0.03519262313652953 -0.0096038701088026548 -0.020712573013492268 -0.013448809345848831 -0.0019547088738189194 -0.0028046056756189019 0.0011852304950293309 0.010938681532881491 -0.032259092400195206 0.036002080103997802 -0.03127774811672665 0.0011098267845736263 -0.0099888203470711884 -0.012594816208744622 0.015555064609635476 -0.0063806745647202196 -0.031654626005649944 0.0052213278959833773 -0.0016178827980707906 -0.029432785438964538 -0.021035750838568078 0.023102260220600825 0.01490584674194489 -0.008089057928808898 0.031182270703286084 -0.035936225534731719 0.016625241429039206 0.017813284715256981 0.01171302753809797 -0.0096800370834166285
leaf_weight=19.461561940610409 11.515014454722406 7.249454788863658 39.317939266562462 13.341350167989733 9.1429851949214918 150.48040069639683 22.286230266094208 25.302719384431839 18.122381955385208 11.128325849771501 9.5894447118043882 16.190899878740311 6.6300216987729064 19.838707871735096 7.006079137325286 13.93265115469694 23.421624660491947 8.9277742430567724 5.3920996636152259 9.4670926332473737 7.9742958992719677 8.7873538881540281 20.610319569706917 91.144440144300461 46.991896249353886 7.1042895466089231 12.9836288690567 6.234506018459796 5.7052276581525794 8.5186768546700531 5.6765240356326094 7.3296172618865958 5.5733886659145346 20.703637279570103 9.2370733171701414 15.518366031348704 16.774708181619644 4.9300991669297209 5.2280574738979331 7.611467272043229 10.269211813807487 9.1359718143939954 23.444495342671871 9.4570825621485692 28.531199723482132 19.465685807168487 5.0335782989859572 11.138123467564585 8.7662043422460538 69.649307690560818 52.752275370061398 6.8875806704163542 8.065739572048189 7.4552720412611952 9.5127002969384211 11.498805560171602 6.0587508901953697 8.1111854612827283 27.664493843913078 6.0821874514222136 5.648953676223754 10.989442050456999
leaf_count=128 78 52 502 87 58 887 145 150 201 78 91 87 57 138 46 139 138 51 32 66 48 65 118 658 301 45 113 36 35 42 41 41 39 121 50 92 102 29 31 50 67 81 156 57 165 108 34 63 54 452 318 34 41 50 62 70 50 51 195 40 35 65
internal_value=-0.00683396 0.00111182 0.00740944 -0.0128301 -0.00908489 -0.0149725 -0.00901353 -0.000935064 0.00582115 -0.00287276 -0.000480861 -0.0206614 -0.014148 -0.0214134 -0.00425279 0.0029041 0.00168745 -0.023395 -0.00392806 -0.0117621 -0.00805575 0.000962798 -0.0189517 -0.0252173 -0.0179681 -0.00206618 0.00285051 0.00176557 -0.00452393 -0.00182458 0.00359571 0.00174541 0.00446154 0.00103158 -0.00327912 0.00124553 0.00793717 0.0185363 -0.0216469 -0.0247585 -0.0136212 0.0242878 -0.0199547 -0.0130255 -0.00164938 0.00272854 -0.00648914 0.0107853 -0.02028 0.00256314 0.00493983 -0.0026821 -0.00935549 0.00490806 -0.00422623 0.00208112 0.0163982 -0.0182058 0.00855223 0.00192657 -0.00316593 -0.0201241
internal_weight=1118 480.471 296.626 637.53 444.63 257.619 183.845 187.011 114.87 75.5828 96.7473 68.2159 52.025 192.899 20.3474 257.308 243.375 172.552 87.1579 72.1418 62.6747 34.0901 28.5846 157.975 66.8306 115.629 236.126 223.142 102.466 87.9947 59.0295 66.4398 59.1102 53.5368 44.217 34.9799 32.8331 16.0584 45.395 40.1669 17.8807 14.8125 182.036 28.9652 81.7658 53.2346 24.4993 28.7353 14.4714 216.908 150.066 66.8417 35.9648 30.8769 29.0772 21.0115 13.163 158.592 97.3138 17.2203 14.5767 19.5081
internal_count=7516 3379 2202 4137 2821 1562 1177 1259 812 468 611 437 350 1316 133 1700 1561 1183 520 447 381 215 166 1097 439 740 1509 1396 645 556 392 410 369 330 270 220 209 107 293 262 117 122 1094 164 488 323 142 181 89 1360 965 395 207 188 173 132 95 938 647 103 86 107
is_linear=0
shrinkage=0.03


Tree=43
num_leaves=63
num_cat=0
split_feature=32 13 31 31 58 31 13 26 13 31 36 26 0 58 36 26 26 31 45 26 32 45 11 26 32 0 45 4 3 26 0 0 45 13 1 1 9 4 53 32 0 11 26 3 48 26 43 11 11 3 50 54 3 27 32 4 0 17 3 43 3 1
split_gain=56.4298 32.4724 25.905 22.3872 21.7432 22.44 16.3626 14.5039 26.339 14.0961 12.4621 9.63162 8.78447 14.5953 7.23743 6.84779 9.71479 6.68894 6.5923 6.41606 6.66045 13.7348 6.82066 6.138 6.59008 5.64858 15.5426 6.21017 5.07087 5.18331 4.50608 13.9718 6.46441 5.73301 4.79148 4.28865 4.19049 3.681 3.5254 3.51477 3.46833 5.78512 3.36889 3.16019 3.01803 5.27532 3.73397 3.90916 3.60985 4.90552 2.8491 2.74134 2.63901 2.48317 2.37941 2.29248 2.26721 2.22494 2.67187 2.20304 2.15267 2.13876
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 0.12000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 38.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 0.18500000000000003 0.97500000000000009 0.86073272698808534 9.5000000000000018 0.16500000000000004 49.500000000000007 0.97500000000000009 0.27475490196078439 0.24662162162162166 8.5000000000000018 51.500000000000007 49.500000000000007 0.97500000000000009 1.0000000180025095e-35 4.5377900106069626 4.8992177298359794 0.12500000000000003 0.40117184970151365 1.0000000180025095e-35 0.17500000000000002 33.500000000000007 0.86350614760484612 9.5000000000000018 0.18634259259259262 1.0000000180025095e-35 6.5000000000000009 0.074999999999999997 0.73610271519268089 0.69858908400027009 0.48750000000000004 3.3973861251426389 1.0000000180025095e-35 0.10620300751879701 1.0000000180025095e-35 0.17500000000000002 0.21680376028202117 54.000000000000007 1.5000000000000002 0.15364152970912792 -0.22499999999999998 0.56250000000000011 3.6638973579944181
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 12 5 7 10 8 25 11 35 43 18 14 37 16 -6 23 -1 20 21 36 -22 24 -17 27 -27 28 -2 39 31 33 -32 44 -35 40 -9 -14 51 59 -7 -42 -11 -3 48 -46 47 -47 52 -50 -12 53 -5 -8 -19 -48 -28 -29 -59 -30 61 -51
right_child=4 2 -4 30 15 6 38 19 -10 42 50 -13 13 -15 -16 17 -18 54 -20 -21 22 -23 -24 -25 -26 26 56 57 29 -31 32 -33 -34 34 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 45 46 55 -49 49 60 -52 -53 -54 -55 -56 -57 -58 58 -60 -61 -62 -63
leaf_value=-0.0070630851802581628 0.028647303182378077 -0.0083612583049690065 0.036324206221357999 0.0076761765004420323 -0.019478256179928627 -0.011089978694305586 -0.018848221371082618 0.0041565259455756207 0.039048688175584989 -0.0097335780211143599 -0.030941176849728039 0.042059205225043743 0.009568612899451906 -0.025925039840492232 -0.023033000784587788 -0.032406445010177129 0.023585326558071652 -0.012949927325014635 -0.032460424013933016 -0.034759427739789427 -0.025791355350478957 0.033039703158528465 0.010551309081335523 -0.03010905139496842 -0.011232600121675316 -0.024800094080553434 0.041085989423071227 7.1772018958761796e-05 0.0030512921125136388 -0.015912828927305521 -0.032785242726107673 0.030021751623706131 0.0068020812959373612 0.0036129281246122299 -0.031871506948054587 -0.01480800058433495 -0.020214850056478138 -0.0085934051831773415 -0.030947239947601037 -0.0018800577865810643 0.031341164183251731 0.004597067451221991 -0.043252218069447998 0.017716947205704922 -0.023936210043540317 0.007611082155399726 0.022789860606161873 -0.018919003886495176 0.009316419335745188 -0.013540585794076774 -0.0031836863976520812 -0.035642491083220859 -0.016465472497003419 -0.0088883953459127918 0.011355109785812795 0 0.0088265108676073359 -0.024681463175675225 -0.0022340911450543562 0.031907525029431179 0.0096898356034886869 0.00046781775977202073
leaf_weight=14.996938452124594 5.7973101660609236 10.694314137101179 38.419817760586739 5.6591878607869175 13.189344726502897 6.9966325163841239 117.54166520386934 10.212323121726515 17.757964551448822 6.8961902782320958 13.729748338460924 7.4855508878827086 40.843219608068466 25.722224473953247 9.4922793507575971 19.421551913022995 7.0162035673856726 8.8918804898858053 27.469520598649979 9.2524511814117414 22.859573848545555 8.7539366707205755 5.4390670359134665 89.341083712875843 46.726921431720257 5.8638499602675447 9.1875394880771619 6.8655564934015301 4.7870588600635529 13.55746355652809 7.4029984548687917 16.603060491383076 6.751060962677002 5.3743788301944715 7.9320320785045624 8.6553352400660497 14.993193604052065 12.798467434942721 22.993015073239803 16.06224063783884 9.6572463437914831 31.16211099177599 5.2130058407783508 6.5233545824885359 9.330333970487116 8.3439087495207804 8.2778818011283857 11.219697430729864 115.75337957590818 16.174944721162319 5.1002160757780066 7.9369741678237906 11.705953910946844 31.735927946865559 5.658358432352542 6.9594322293996802 3.2940718978643426 17.626203283667568 7.4143611118197432 5.9383360370993632 10.759162127971647 22.493096224963665
leaf_count=87 39 69 502 35 87 38 699 65 201 51 88 69 265 165 51 138 46 51 181 66 132 65 34 658 301 37 93 40 29 78 54 175 58 34 45 49 85 75 156 94 67 195 23 50 49 51 58 60 769 92 31 51 64 188 35 41 25 90 43 43 69 137
internal_value=-0.00668861 0.00108442 0.0191551 -0.00228982 -0.0125723 -0.00888614 -0.0146517 -0.000912061 0.00568679 0.000974794 -0.00280401 0.0141056 -0.0124523 -0.00696472 0.000722887 -0.0210706 -0.00414616 -0.0230392 -0.0237072 -0.0115159 -0.0078653 0.000936384 -0.0185706 -0.0248634 -0.0176187 -0.00046524 0.0143514 -0.00405237 0.00287833 -0.000799555 0.00262288 0.00355404 -0.0136536 0.00167443 -0.017254 0.00416738 -0.0101493 0.00510804 -0.0195605 0.00668833 0.00777451 0.0111926 -0.0251191 0.00126464 0.00282625 -0.00412982 0.0011154 -0.00733778 0.00454343 0.00593391 -0.0238507 -0.0178198 -0.00825846 -0.0167857 -0.0030655 0.0123118 0.0333189 -0.0142179 -0.018343 0.0198689 -0.00187231 -0.00527709
internal_weight=1108.71 477.295 75.2322 402.063 631.417 441.171 255.509 185.663 114.152 36.8124 75.3013 24.7032 131.323 88.8562 63.134 190.245 20.2055 170.04 42.4665 71.5105 62.2581 33.9595 28.2986 155.49 66.1485 96.394 18.3455 78.0485 46.1424 40.3451 270.741 256.586 14.1541 239.983 13.3064 56.4713 25.2055 53.6417 180.208 26.7876 47.816 40.8194 12.1092 17.2177 226.677 44.1313 34.8009 19.5636 182.546 165.181 18.83 157.215 17.3651 149.278 14.5502 15.2373 12.4816 31.9061 25.0406 10.7254 49.4272 38.668
internal_count=7516 3379 764 2615 4137 2821 1562 1259 812 262 468 188 824 556 391 1316 133 1183 268 447 381 215 166 1097 439 611 155 456 283 244 1791 1679 112 1504 79 349 150 340 1094 166 300 262 74 119 1425 259 210 111 1166 1067 119 938 99 887 86 99 118 173 133 72 298 229
is_linear=0
shrinkage=0.03


Tree=44
num_leaves=63
num_cat=0
split_feature=32 31 58 31 45 5 0 26 26 45 5 0 45 36 31 45 28 26 26 31 53 26 32 45 45 31 43 53 58 34 45 42 28 36 5 26 4 0 42 50 26 32 11 11 26 32 43 5 4 26 50 50 42 26 50 43 5 11 26 49 45 45
split_gain=53.7386 30.6838 20.9683 21.3402 18.5714 20.7034 17.025 15.5076 13.7811 10.2704 15.3406 10.8349 9.43839 13.8759 9.09267 15.5697 7.68427 7.75123 9.20863 7.78793 6.89326 6.26267 6.3473 12.9907 6.53906 5.429 4.91027 4.63021 4.21472 5.73721 3.95052 3.95764 3.82905 3.80233 5.68869 3.76434 3.83149 3.66703 12.0305 3.58842 3.32489 3.74538 3.21556 3.09557 3.21445 2.99707 3.14784 2.91787 2.72791 2.72329 3.28776 2.68726 2.58286 2.52571 2.51782 2.45434 2.33711 2.32497 4.35472 3.30505 3.00843 5.66137
threshold=1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.01941930618401207 20.500000000000004 7.5000000000000009 10.500000000000002 1.5000000000000002 0.01941930618401207 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 0.18500000000000003 0.97500000000000009 0.89181286549707617 0.12000000000000002 -0.52499999999999991 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.8244373509905714 1.0000000180025095e-35 1.0000000180025095e-35 0.033908045977011504 8.5000000000000018 0.22540322580645164 51.500000000000007 5.1200721840520744 3.3973861251426389 9.5000000000000018 0.16500000000000004 0.68872574916131091 0.6207242242090244 9.5000000000000018 0.17500000000000002 -0.27499999999999997 0.042572463768115944 0.32697368421052636 6.5000000000000009 2.533010400260828 3.315707808323157 3.6286845113717572 5.5000000000000009 2.7815080780430619 -1.0000000180025095e-35 0.04083333333333334 0.72089874767532247 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 0.97500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 8 6 -6 -3 25 9 11 -11 -2 13 -5 15 32 17 18 -4 26 -12 22 23 -10 -24 28 -19 43 29 30 33 -32 -9 34 -1 36 45 42 -39 -15 41 -28 47 -14 -45 46 -13 -8 -27 50 -44 -34 -31 -54 -43 56 -38 58 59 -46 61 -59
right_child=2 4 16 12 5 -7 37 14 21 10 20 35 27 39 -16 -17 -18 19 -20 -21 -22 -23 24 -25 -26 48 40 -29 -30 52 31 -33 51 -35 -36 -37 55 38 -40 -41 -42 54 49 44 57 -47 -48 -49 -50 -51 -52 -53 53 -55 -56 -57 -58 60 -60 -61 -62 -63
leaf_value=0.011886505852895369 0.037777427777311759 0.037145325262429779 -0.019118909265362596 0.0056664874954126575 -0.025135052465161335 0.031760775569022459 -0.027553962197055252 -0.024089038841392046 -0.009883573295962754 -0.029066187967183171 0.039881723455815025 0.00096987160238193825 -0.026662877355974921 -0.034374250397020384 -0.040129139098647286 0.037796901563981425 0.0072652650660781273 0.0022285300219060892 0.022872036415827576 0 -0.0029417855346194157 -0.034522459062704437 0.0066997203794652077 0.03220492004602777 -0.026354581816138877 0.0054123363438615783 -0.032126583166390221 -0.030622921750696981 -0.0194087238751624 0.0050974772244817626 0.002217670311647229 0.038261941199400989 0.0070294054118188194 -0.017037330623825637 -0.013204819146617395 -0.011016825582999979 0.015881841737233549 -0.035228517189315418 0.021826292234918002 -0.0030946813030193663 -0.030990496970968992 -0.024181375614535486 -0.019881865742227344 -0.026753836274075488 -0.014656865562400079 0.001380780645902132 0.034343226295729633 -0.0008278958088412103 0.035398996124296561 0.0052070455552361995 0.0022825456184587339 -0.021671327508789865 -0.02846092961898725 -0.0076379290521284837 -0.007917361393457889 -0.019365573455241175 -0.0079513276299892806 -0.028580860024113142 0.016985039087562 0.0047352693547258419 -0.018461862006733342 0.0076535530227357451
leaf_weight=25.918167345225811 6.3309479206800452 12.767801590263842 13.040164940059187 41.514382019639015 6.3951904922723761 41.936027094721794 5.2999446094036129 34.368087030947208 25.101252570748329 4.1514089778065708 18.052152283489708 4.6068528294563293 21.768917933106422 12.619275040924551 15.776593759655951 4.5416908785700789 8.0319597572088224 4.9161301702260962 7.024071976542472 11.232191905379294 3.806544601917266 9.0410530865192396 6.7437940761446979 8.7171613499522191 21.272745124995708 8.8186798989772779 19.010978229343891 22.548296332359314 14.12372015416622 5.357329003512862 6.4598081484436971 5.1540575101971626 7.298397168517111 9.5179485753178579 11.4570400044322 29.063083946704865 5.6137536913156536 8.4089484214782697 5.1196782141923896 5.0953220874071112 86.299771904945374 16.23819063603878 8.76783335208893 16.817864507436752 34.434715881943703 16.751959875226021 6.8188589960336703 12.650690056383608 4.2838710397481909 175.0064209997654 17.111083753407001 4.4872453287243843 10.089436002075674 13.302026383578776 21.842146299779415 8.2357207611203176 9.9105096161365491 5.5008446797728547 5.6503989472985259 9.5970656424760801 66.202231176197529 11.628475941717625
leaf_count=178 74 165 87 259 45 495 27 232 150 23 198 28 128 82 87 41 49 32 46 68 22 66 41 65 125 57 138 156 89 33 50 43 51 54 67 169 39 59 50 31 648 103 48 98 207 100 50 75 38 1129 109 26 51 80 145 48 61 30 39 63 395 74
internal_value=-0.00654552 0.00105631 -0.0123218 -0.00869384 0.00705693 0.0240361 0.00366793 -0.00863916 -0.000887127 0.00556355 0.0220397 0.00054876 -0.0143409 -0.00371311 -0.0201507 -0.0136822 -0.0207325 -0.0220246 -0.00404201 -0.0242407 0.0321932 -0.0112738 -0.00767751 0.000914495 -0.0181944 -0.00187939 -0.0260625 -0.017545 -0.00428303 -0.00172731 0.00358701 0.0190984 -0.0190186 -0.000192029 0.00400596 -0.00237299 0.00237252 0.00177227 -0.0131966 -0.0258471 -0.027076 -0.0209665 0.00273626 -0.015758 -0.0141002 0.00990635 0.0216513 -0.00926603 0.0160523 0.00384674 -0.00509162 -0.00357674 -0.0126999 -0.017039 -0.0150995 -0.00631976 0.000377833 -0.0124176 -0.00701404 -0.0102923 -0.0155428 -0.00383195
internal_weight=1099.65 474.418 625.231 437.596 293.464 48.3312 245.132 180.954 184.218 113.342 26.0101 87.3317 253.378 59.229 66.472 50.6954 187.636 179.604 20.0642 159.539 21.8587 70.876 61.835 33.8184 28.0165 114.482 148.307 194.149 101.38 87.2558 58.507 11.6139 46.1537 46.8932 37.3752 81.0007 51.9377 232.365 13.5286 17.7146 143.391 57.0913 218.836 171.601 149.832 28.1777 11.4257 17.9506 13.1026 200.885 25.8789 11.7856 28.7488 23.3915 38.0803 23.76 15.5243 133.014 49.6822 44.0318 83.3316 17.1293
internal_count=7516 3379 4137 2821 2202 540 1662 1177 1259 812 243 569 1562 372 437 350 1316 1267 133 1134 220 447 381 215 166 740 1066 1190 645 556 392 93 309 299 245 495 326 1497 109 113 1034 386 1388 1034 906 178 78 102 95 1286 157 77 164 131 248 148 100 808 309 270 499 104
is_linear=0
shrinkage=0.03


Tree=45
num_leaves=63
num_cat=0
split_feature=32 31 0 42 12 9 1 31 2 35 32 5 0 5 5 3 1 36 11 42 32 31 35 11 36 5 42 42 5 50 27 32 0 0 1 21 5 0 29 32 50 50 43 11 21 1 3 11 34 3 42 50 1 43 50 1 27 3 3 27 31 11
split_gain=51.1803 29.0497 14.2634 7.90489 10.1153 9.72125 7.9613 12.8575 10.8439 7.80583 7.61951 11.8242 6.94717 6.74857 24.9374 9.54908 6.88153 6.5848 15.9497 6.42118 6.13991 5.10747 4.85025 4.84734 4.72915 4.70581 4.48698 4.52381 4.17814 4.14215 4.11123 4.0497 4.0222 4.01846 3.87199 4.92876 6.02186 4.29329 3.51273 3.36474 3.27211 3.1442 2.59111 3.0198 2.50638 2.47515 2.45439 2.43273 2.40226 2.36129 2.54227 3.87544 3.71967 3.32777 2.97023 2.22054 2.20502 2.91433 2.07045 2.05802 3.01344 2.89806
threshold=1.0000000180025095e-35 0.16000000000000003 20.500000000000004 5.1200721840520744 0.52500000000000013 0.32500000000000007 3.7666825895759684 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.18500000000000003 0.025657894736842109 23.500000000000004 0.01941930618401207 0.025657894736842109 0.13514669502693458 4.8131109377704355 1.0000000180025095e-35 0.6207242242090244 5.0315115408785305 0.25000000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.80369124392186542 1.0000000180025095e-35 0.39208074534161497 5.1088017961341938 3.6345066141412254 0.21320346320346323 3.4150731631156739 1.0000000180025095e-35 0.17500000000000002 42.000000000000007 32.500000000000007 4.7168999848499089 0.37301951694796365 0.046693482230278659 49.500000000000007 1.0000000180025095e-35 0.15000000000000005 3.4150731631156739 3.1963557881865921 -0.52499999999999991 0.83085547280318017 0.35797866047458704 3.6278900514789654 0.1236388219978657 0.92486201952626634 1.0000000180025095e-35 0.48750000000000004 3.6638973579944181 2.9242685963818378 3.6339835643916452 1.0000000180025095e-35 2.533010400260828 4.7168999848499089 1.0000000180025095e-35 0.48750000000000004 0.51250000000000007 1.0000000180025095e-35 0.2950000000000001 0.84242556901957388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -3 5 -5 6 9 8 12 17 11 -10 41 15 -15 -4 25 18 -2 32 24 38 23 -14 -12 29 27 55 -9 -16 31 -19 46 39 35 36 -29 48 44 -13 49 -8 -40 -44 -11 -42 -18 -37 -36 59 52 53 58 54 -52 -1 57 -20 -51 61 -61 -17
right_child=3 2 13 4 -6 -7 7 28 10 21 20 33 22 14 16 40 19 30 56 -21 -22 -23 -24 -25 -26 -27 -28 34 -30 -31 -32 -33 -34 -35 37 47 -38 -39 42 -41 45 -43 43 -45 -46 -47 -48 -49 -50 50 51 -53 -54 -55 -56 -57 -58 -59 -60 60 -62 -63
leaf_value=-5.8473312243057481e-06 -0.025720317084103508 0.036853236338853297 -0.021757183123386134 -0.0097454559154945136 0.044695293214712425 -0.027542249290053201 0.034615240222719897 -0.014414993885341676 0.041326488743048111 0.0093679902870378393 -0.021814125730663127 -0.0062762988491078375 -0.02014827474955723 0.03247936689270247 0.014297078110915537 -0.013334004806279151 -0.018731387727682219 -0.023426345478353264 0.0065308041979568049 0.018170517442733587 0.014479167402592778 -0.0031364976336683511 -0.023825580805374485 0.014967676265612609 0.009894541104721509 -0.015236198566930858 0.019863364663068928 -0.028511542526982916 0.0077731511276792871 -0.013502695944417799 0.0016047848985514905 -0.0030333925477373192 -0.035237017018613113 -0.012060086903609478 0.021064669138525869 0 -0.0062161585630497382 -0.013811934465626717 -0.00091099241512320557 0.023198497368587298 0.02792202848214332 -0.0029872578435100956 -0.00047145756709940487 -0.0239709074119672 -0.020441362451482304 0.0036690147715041452 0.0048886332188469769 -0.014944247125551946 -0.003509793047959564 -0.015808556945932181 -0.014401153493244738 -0.0094241031938526974 -0.031824928711846681 0.030527266368149238 0.017548018322494165 -0.021181970182581871 -0.0019852351358901721 0.029986991924337018 0.0077307652446949706 0.0011832893236760347 0.024647840286787522 0.004968668597536776
leaf_weight=50.545992404222488 18.703347586095333 13.492529787123202 14.381681084632872 7.5347723215818387 4.7925329059362411 37.088386461138725 3.5622302554547778 150.78135883063078 11.944189444184302 5.6342061161994916 14.690872378647333 4.6792668029665974 6.4979533776640874 33.901896126568317 44.407726913690567 8.8101176768541318 8.1216579675674492 43.658806033432484 24.547391660511497 5.4368837326765052 11.252136144787071 16.857172578573227 25.679543428122997 7.2360597774386406 5.4803694337606421 6.4865538105368605 4.5922751277685157 35.866835929453373 7.5653406828641883 5.0297256112098685 9.4552905559539777 11.911518476903437 7.4614639580249777 8.1153945699334127 7.2446728050708789 20.498641327023506 16.911046363413334 14.555498890578745 5.5380192026495925 10.377597719430922 8.1485176533460635 3.6558045744895935 5.6646005883812895 130.6538962200284 4.1697490140795708 8.2538181319832784 6.8411765098571768 18.578191064298153 6.1243337690830231 5.7802719622850436 4.9259426593780535 13.247726261615751 5.6452588737010947 5.6057864576578131 5.0814218074083328 4.7503832876682273 15.363842055201529 6.1685288622975341 7.2107294946908951 10.362764663994314 10.332510180771349 53.116608001291752
leaf_count=330 113 178 83 53 41 242 37 920 119 42 89 28 35 394 348 50 42 288 155 52 85 102 170 50 42 34 34 235 46 35 59 70 55 44 58 139 118 87 35 82 63 29 49 947 30 54 42 113 39 32 27 76 28 40 34 24 91 44 46 67 77 345
internal_value=-0.00640334 0.00102959 0.006878 -0.0120739 0.0113164 -0.0125625 -0.0115676 -0.00779494 -1.75613e-05 -0.0149737 0.00769471 0.0172824 -0.0111364 0.00537934 0.0108399 0.0013397 0.00195595 -0.00933168 -0.00243917 -0.010085 -0.00287159 -0.019268 -0.0161623 -0.0012668 -0.012892 0.00807617 -0.00844178 -0.00924028 -0.0133086 0.0113049 -0.016078 -0.0191892 -0.0173009 0.00438453 -0.0125225 -0.0155045 -0.0215314 -0.00245976 -0.021015 0.0136831 0.00367421 0.0151944 -0.0222213 -0.0230405 -0.00286575 0.0162703 -0.00761431 -0.00714351 0.00947914 0.00201783 -0.00322688 0.00218029 -0.0118534 0.0124007 0.00125978 -0.00200293 0.00695111 0.011599 -0.00236895 0.00510582 0.0133093 0.00223369
internal_weight=1091.01 471.751 292.083 619.26 12.3273 606.933 569.844 271.518 113.171 298.326 66.5398 35.1164 46.6316 278.59 117.687 160.903 83.7852 129.809 64.7831 27.8612 31.4234 168.518 39.4136 13.734 20.1712 55.924 179.668 175.076 158.347 49.4375 65.0256 55.5703 22.4243 23.1723 119.779 91.8547 52.7779 27.9245 151.66 15.0569 146.521 7.21803 141.857 136.318 9.80396 16.4023 14.9628 39.0768 13.369 130.119 47.4971 28.8609 18.6363 15.6132 10.0074 55.2964 46.0798 30.7159 12.991 82.622 20.6953 61.9267
internal_count=7516 3379 2202 4137 94 4043 3801 1776 810 2025 489 273 321 2024 1002 1022 608 820 403 191 216 1205 255 85 131 417 1177 1143 966 383 417 358 139 154 789 605 353 184 1103 110 939 66 1031 996 72 117 84 252 97 822 283 177 106 101 61 354 290 199 78 539 144 395
is_linear=0
shrinkage=0.03


Tree=46
num_leaves=63
num_cat=0
split_feature=32 13 31 58 31 31 13 31 26 13 34 42 26 0 58 42 34 28 26 26 31 9 42 0 26 32 45 13 0 13 13 9 47 26 32 42 42 26 4 42 32 48 50 26 9 49 40 4 4 45 42 50 50 21 42 9 4 0 2 49 50 54
split_gain=48.6411 29.4981 23.6542 19.5219 19.5015 19.2714 14.7148 12.9963 12.8039 24.1328 12.0547 9.60931 9.08946 8.10501 13.6338 8.17794 8.04873 7.41159 7.69189 8.75894 7.47275 6.59132 6.08385 11.2865 6.03432 5.96079 11.8602 6.20148 5.46525 5.33502 3.96402 3.95584 3.85451 3.60884 4.2636 3.53593 6.23991 3.14949 2.84437 2.74853 2.70449 2.68473 2.66552 4.43368 2.57188 2.53384 2.51904 3.62579 4.85132 3.50923 5.25757 5.4918 3.4034 2.41377 2.36645 2.36085 4.6659 4.40388 5.81296 3.93336 2.81442 2.35313
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.90000000000000013 1.0000000180025095e-35 4.9763905204053005 6.5000000000000009 38.500000000000007 1.0000000180025095e-35 3.885512953955101 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.50000000000000011 5.0005279307147701 51.500000000000007 12.500000000000002 0.18500000000000003 0.97500000000000009 1.0000000180025095e-35 49.500000000000007 1.0000000180025095e-35 0.70000000000000007 0.12500000000000003 2.5000000000000004 9.5000000000000018 0.16500000000000004 4.8981325150284176 4.5831513229706227 9.5000000000000018 0.39990933816863111 3.6183013640444908 0.33500000000000002 1.5000000000000002 3.315707808323157 8.5000000000000018 0.37500000000000006 0.2950000000000001 1.0000000180025095e-35 0.42323383778506179 0.34891304347826091 0.97500000000000009 3.6656344265871388 1.7585441243211084 3.3536489182451987 0.41991139100437735 3.5330924399105412 0.17500000000000002 0.31503759398496245 39.500000000000007 3.5000000000000004 0.15500000000000005 3.315707808323157 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 8 13 10 12 9 11 -6 21 16 15 39 -1 38 18 19 -5 33 32 23 28 25 26 31 -27 29 41 -31 -10 -2 34 -20 36 -12 -9 -3 -15 -36 46 43 -41 61 -24 47 48 53 50 54 -52 -49 -7 -48 60 59 -58 -59 -57 -34 -8
right_child=3 2 -4 17 6 22 44 37 24 -11 35 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 45 -25 -26 27 -28 -29 -30 30 -32 -33 55 -35 40 -37 -38 -39 -40 42 -42 -43 -44 -45 -46 -47 49 52 -50 -51 51 -53 -54 -55 -56 56 57 58 -60 -61 -62 -63
leaf_value=-0.0028960116445883722 0.014509121610753396 0.0020736053854925217 0.035712864366893769 -0.018343403727052562 -0.035579058214541374 0.0080045478957847457 -0.016310263196511077 -0.0090685357671835016 0.0045095244564937178 0.038247208087770192 0.0010279362791436192 0.028402077710521015 0.04139488148241368 0.010868018195877337 -0.02511932847264536 -0.032016591605169453 -0.017737745639792878 0.0074264559020039362 -0.031671613079142416 0.022801590873705552 0 -0.035972798992051302 0.010088334712701309 -0.034628982249911226 -0.034167559076101237 0.0039897501079009532 0.031021223499863169 -0.026685200865657226 0.025959152925592907 -0.035954647512412126 -0.0018359221132921246 -0.019302986480811021 -0.017716145533038099 -0.029641549286523565 -0.010482577946960855 -0.017667336486467337 0.034041928745433839 -0.041928236375626309 0.039066674541172637 -0.0025462113918431834 -0.034291911832404688 -0.013983002324469758 -0.0099228269060339536 0.029608773277801721 -0.030532011172477804 0.037224871377719009 0.0030782413957531622 0.036530764867804329 -0.011648629610014035 -0.018375072787603777 -0.014110165784217182 0.021651353158876348 0.00072874251068662254 -0.0047527418260137925 -0.010471273745893184 0.015442276396929022 -0.024120404014437651 -0.018823834565568492 0.02247320894361492 -0.013452381893781305 0.005727049486009818 -0.034933206256361669
leaf_weight=13.342350974678991 11.427788205444811 3.8326560929417646 36.128882583230734 12.721051536500456 8.5498854741454107 100.60644596070051 152.26921158283949 6.7214402109384519 10.149358056485655 16.91617239639163 53.145805492997169 9.1682859957218152 7.3260070458054534 17.909664444625378 24.976500406861305 27.7321462854743 8.9199944660067558 8.0292998701333982 18.336897052824497 7.0238336771726599 11.213924929499624 5.1201840043067923 9.1936102211475355 7.4362156614661208 8.7112963870167714 7.9435299038887051 8.6307164654135686 19.624874413013458 8.3696035593748075 5.4805357307195646 7.5781354829668999 14.715889558196066 17.772154331207279 83.821279279887676 36.46724671125412 7.1199593916535369 5.565794199705123 5.0732740461826324 4.3549888655543327 16.476148791611198 5.1213772743940345 8.1197390481829625 23.587019443511963 4.736939810216426 15.958386361598967 5.5064897537231436 20.020878799259663 6.1880569532513601 14.916309796273707 9.0945418998599035 4.6450481861829784 16.71052473783493 4.3924142569303513 14.632016457617281 25.57407434284687 18.842655852437023 10.380744792521002 5.7010338827967626 6.1214790940284729 5.0724707543849936 5.6275326237082473 6.9953420013189307
leaf_count=77 75 31 502 87 58 658 931 51 65 201 330 91 69 119 165 191 47 49 138 46 68 32 90 56 66 48 65 118 89 33 46 85 97 654 240 41 39 23 41 101 34 43 136 35 116 60 127 47 86 50 26 116 27 88 149 124 54 30 45 28 35 47
internal_value=-0.00625465 0.00100244 0.0186008 -0.0118107 -0.00830016 -0.00219586 -0.0137429 0.00126863 -0.000792817 0.00544667 -0.00246069 -0.000384665 0.0138867 -0.0117356 -0.00646198 -0.0227625 0.001418 -0.02005 -0.0213541 -0.00332422 -0.0236056 -0.0035795 0.00236257 0.0012425 -0.0108942 -0.00737543 0.000970119 -0.0176654 0.00237694 0.0015012 -0.016934 -0.00938553 -0.00137292 -0.0254432 -0.0193918 0.00184443 0.00436442 -0.0241662 0.0229278 0.000929862 -0.0137082 0.00261238 -0.00294041 0.00456336 -0.0184897 0.0210193 0.00327394 0.00565537 0.00420647 -0.00105789 0.00125284 0.0135358 0.0225136 0.00632733 -0.00440316 -0.0041039 -2.36049e-05 -0.0100087 0.00207809 0.00900409 -0.0118232 -0.0172086
internal_weight=1083.85 469.583 72.3572 614.265 431.531 397.225 249.604 36.2284 181.926 112.151 74.3814 95.2343 24.4336 128.761 87.6863 41.0745 17.1076 182.735 174.706 19.7449 154.961 86.066 268.465 253.765 69.7757 61.0644 33.496 27.5684 246.328 237.959 13.0587 24.8652 80.9459 143.747 59.9255 65.8316 58.7116 11.7947 8.18764 62.7098 41.5886 224.9 44.8001 21.2131 175.223 14.7001 216.78 140.735 130.155 76.0451 66.9505 21.3556 10.5805 115.238 45.595 69.5181 46.1184 22.2033 11.8225 23.9151 23.3997 159.265
internal_count=7516 3379 764 4137 2821 2615 1562 262 1259 812 468 611 188 824 556 268 119 1316 1267 133 1134 520 1791 1641 447 381 215 166 1585 1496 79 150 488 1066 412 410 369 74 72 391 274 1417 272 136 1094 150 1374 906 832 468 418 142 74 746 276 413 281 129 75 152 132 978
is_linear=0
shrinkage=0.03


Tree=47
num_leaves=63
num_cat=0
split_feature=32 13 31 58 31 31 13 31 26 13 42 26 0 58 42 26 26 43 46 26 42 0 32 45 11 0 13 45 14 32 1 31 26 47 53 3 14 4 14 42 1 26 32 26 32 3 54 11 3 14 14 14 26 32 49 47 3 4 31 3 31 1
split_gain=46.3093 28.2319 23.009 18.8529 18.5152 18.2886 14.0844 12.3788 12.1562 23.2744 9.14891 8.73575 7.82178 13.0605 7.99005 6.33395 8.30026 6.32738 6.03188 5.8901 5.81352 10.86 5.68131 11.2251 6.68672 5.22124 5.07377 5.06876 4.4663 4.2861 4.26984 3.91948 3.98253 3.66222 3.46023 3.39877 3.55526 3.38557 3.28549 4.48983 3.19101 3.85573 3.78857 3.04769 2.94885 2.93617 2.73991 2.67583 3.22672 3.35352 2.78245 2.7416 2.61563 3.23456 2.47814 2.28982 2.28629 2.85502 3.00692 2.76638 2.25613 2.2714
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.90000000000000013 4.9763905204053005 6.5000000000000009 38.500000000000007 1.0000000180025095e-35 3.885512953955101 6.5000000000000009 3.5000000000000004 -0.22499999999999998 1.5000000000000002 12.500000000000002 5.0005279307147701 51.500000000000007 0.18500000000000003 0.97500000000000009 0.88669055975826294 49.500000000000007 1.0000000180025095e-35 0.97500000000000009 0.60776772247360489 0.16500000000000004 4.5377900106069626 1.0000000180025095e-35 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 0.13723808562876269 0.65086852351003299 0.39287899982514435 0.70280062671367027 3.6183013640444908 4.5626574477361794 8.5000000000000018 0.17500000000000002 9.5000000000000018 0.16500000000000004 0.18634259259259262 1.0000000180025095e-35 0.76204023817427491 0.46250000000000008 0.66565040650406515 0.68642083699151313 0.72776679841897252 12.500000000000002 0.17500000000000002 0.2950000000000001 2.5000000000000004 0.18257575757575759 0.39990933816863111 0.2950000000000001 0.074537037037037054 0.2950000000000001 3.6166825895759684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 8 12 27 11 9 10 18 45 14 38 -1 16 -5 31 33 22 21 25 23 -10 -24 26 47 28 -6 -30 -28 32 44 -2 46 36 -35 -29 39 -14 41 42 -37 -9 -17 -3 -8 56 -49 60 -51 -52 55 -54 -22 -31 57 59 -59 -7 61 -50
right_child=3 2 -4 15 6 20 34 43 19 -11 -12 -13 13 -15 -16 17 -18 -19 -20 -21 54 -23 24 -25 -26 -27 30 37 29 52 -32 -33 -34 35 -36 40 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 49 50 51 -53 53 -55 -56 -57 -58 58 -60 -61 -62 -63
leaf_value=-0.0028128052216576101 0.01407703900987085 -0.0079023346048773431 0.0354931875842526 -0.017999721318019968 -0.031080204125309135 0.0047761236618565437 -0.015372418561217615 -0.0088248272617391828 -0.0091380809008503507 0.037914048799545401 0.027878587126660064 0.040855071207166804 0.017216703317405279 -0.024724863392229637 -0.031702022619636248 -0.026784253824243848 0.022119114013781371 -0.028435794888600527 -0.034914031908157547 -0.033949045642412898 0.0098355740422511172 -0.034390205935349381 -0.023821703986937306 0.030263902782381946 0.01561286963566309 0.025493722835755076 0.002837860413562879 0 0.020822128599437904 0.015654819931999575 -0.030915820886949719 -0.00042581428413977247 -0.025352771178505037 -0.023096347324625101 -0.029798543783811891 0.017964527334445774 0.0025533225212735272 0.034037121970711869 -0.022170782836364825 -0.001773461541977687 0.015141251504148948 -0.015997728683632355 -0.0058019764911134628 -0.041306142298233588 -0.0059266674020065652 0.017394886498234393 -0.034772262120777289 0.0086219630633198718 -0.013051913671339553 -0.028451559292518032 0.014490779861463229 -0.014183028205531013 -0.033890895568605119 -0.0041358836175397736 0.036850853433316497 -0.0047092064016495639 0.012001583668241103 0.021358334882829563 -0.00683679673097644 -0.012291277791379118 0.011496980290755729 0.0038072144809765912
leaf_weight=13.331016451120375 11.431280218064783 10.577488563954835 35.276048298925161 12.580986127257349 5.5013618618249884 10.585133127868174 144.72089026123285 6.7056164741516096 24.765447445213795 16.560020320117474 9.0655528008937818 7.2046004086732855 14.748806565999983 24.622319534420967 27.177498131990433 8.2298352196812612 7.0294147729873648 72.023368701338768 4.9822407364845267 8.5086970403790456 9.1527455076575261 7.2671570703387252 22.984233006834987 8.5869587585329992 4.308826655149459 8.2718757763504964 5.3772731944918615 5.2352382913231832 5.7953632697463027 5.5973740071058264 7.5656287297606468 13.025789760053156 39.915534168481827 13.598555766046049 21.402541160583496 9.6494509875774384 6.8462302461266509 4.9915951490402222 4.8493338823318473 43.040976457297802 10.044271916151045 14.318275243043898 14.939535960555077 4.9993210732936859 27.384032174944878 6.4195886775851241 7.3946196734905234 85.321065858006477 9.8300828039646131 5.6091677770018604 4.6878490075468999 7.3290489315986633 5.7352296337485287 8.7533196285367012 5.3991615399718276 32.540277883410454 8.2058122605085355 6.7191595584154111 6.1182430014014244 34.975969955325127 20.613335378468037 24.736641637980938
leaf_count=77 75 69 502 87 31 64 887 51 150 201 91 69 102 165 191 63 46 547 32 66 90 56 138 65 28 89 34 31 42 40 45 78 315 72 156 64 41 35 26 263 68 83 85 23 180 50 51 570 57 29 31 40 42 49 60 198 55 47 37 194 137 156
internal_value=-0.00611991 0.000977236 0.0183511 -0.0115723 -0.00811657 -0.00214199 -0.0134413 0.0012405 -0.000774119 0.0053191 -0.000374862 0.0136259 -0.0114791 -0.00629984 -0.0224027 -0.0197341 -0.00323799 -0.0217048 -0.0034874 -0.0106663 0.00229625 0.00120354 -0.00720022 0.000947514 -0.0173095 0.00230672 0.00145375 -0.00239493 -0.00561371 -0.00301541 -0.0166062 -0.0161111 -0.0187286 -0.00139481 -0.018119 -0.00406274 -0.014275 0.0168704 0.000902866 0.00301231 0.000121119 -0.00366065 0.00335236 -0.0236629 -0.0110367 0.0013944 -0.0163993 0.00253439 0.00467034 0 -0.0112889 -0.00245201 -0.00582294 -0.0166238 0.0206294 -0.00149785 -0.00244562 -0.00461209 0.00756172 -0.00819138 0.00367132 -0.000862107
internal_weight=1075.16 466.718 71.1827 608.446 428.257 395.535 247.668 35.9066 180.59 111.435 94.8754 24.2017 127.77 87.2614 40.5085 180.189 19.6104 160.579 85.8098 69.1542 267.765 253.213 60.6455 33.3524 27.2931 245.946 237.674 74.1498 63.9229 58.4216 12.9429 88.5552 75.5294 80.8276 173.518 69.3963 20.4448 10.2268 62.6391 57.7898 48.9515 38.9073 24.589 11.7049 35.6139 16.9971 152.116 224.732 158.127 72.8061 17.6261 12.0169 52.6262 14.4885 14.5519 38.1377 66.6043 58.3985 12.8374 45.5611 55.1801 34.5667
internal_count=7516 3379 764 4137 2821 2615 1562 262 1259 812 611 188 824 556 268 1316 133 1183 520 447 1791 1641 381 215 166 1585 1496 468 402 371 79 636 558 488 1094 413 113 66 391 365 300 232 149 74 243 119 938 1417 1020 450 100 71 329 91 150 238 397 342 84 258 350 213
is_linear=0
shrinkage=0.03


Tree=48
num_leaves=63
num_cat=0
split_feature=58 31 28 53 54 31 26 26 31 0 13 26 26 31 13 0 31 5 26 26 26 2 13 5 11 26 31 26 5 11 37 26 0 50 14 29 11 14 26 0 50 11 12 9 14 11 26 14 49 0 49 12 11 14 11 12 5 11 40 24 31 26
split_gain=35.9095 26.6244 13.6932 13.3617 13.1011 11.2868 14.4016 8.73498 7.96482 6.95428 6.76757 8.87626 7.9338 6.14388 17.3378 14.925 13.9533 12.2052 11.9108 10.2624 8.54467 7.16567 11.9421 5.78679 4.35803 5.12676 6.95235 4.05811 3.89503 3.793 3.43728 3.3124 3.15668 2.95437 3.72138 2.84103 2.55826 2.93183 2.49536 2.96379 2.48175 2.44815 4.07551 2.25718 2.11964 2.09396 2.03362 2.03142 1.96875 9.79232 2.70886 3.10466 3.38463 2.63849 2.52684 1.83809 2.50911 3.04061 2.35954 1.82593 3.01288 2.40363
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.23000000000000004 12.500000000000002 9.5000000000000018 0.16000000000000003 1172.0000000000002 0.90000000000000013 11.500000000000002 12.500000000000002 1.0000000180025095e-35 0.90000000000000013 39.500000000000007 0.12000000000000002 0.15894736842105264 10.500000000000002 9.5000000000000018 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.062418346836329859 0.84242556901957388 5.5000000000000009 0.16000000000000003 7.5000000000000009 0.23606811145510839 0.78991006739326874 1.0000000180025095e-35 14.500000000000002 1556.0000000000002 3.2806961417784364 0.69416099773242645 1.0000000180025095e-35 0.72567692074613976 0.71490147783251246 1.0000000180025095e-35 51.500000000000007 3.3723414149732767 0.88108682880676437 0.4250000000000001 1.0000000180025095e-35 0.58847248576850109 0.92122471326599864 10.500000000000002 0.61070261437908513 0.46500000000000002 51.500000000000007 0.12000000000000002 0.37500000000000006 0.92591708652102567 0.60826939471440766 0.84958336294286541 0.17500000000000002 0.01941930618401207 0.80369124392186542 1.0000000180025095e-35 1.0000000180025095e-35 0.2950000000000001 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 6 9 35 -8 13 48 -12 -13 14 15 17 19 -1 20 -15 30 22 47 31 25 -18 40 -5 -28 33 -16 45 -11 34 -21 -2 37 -19 -23 -40 -27 46 -43 -44 -37 -10 -26 -17 49 50 53 54 -53 -7 -52 -55 57 -57 -58 -3 61 -61
right_child=1 59 -4 27 -6 10 8 -9 23 32 11 12 -14 16 18 21 24 36 -20 29 -22 38 -24 -25 41 26 28 -29 -30 -31 -32 -33 -34 -35 -36 44 -38 -39 39 -41 -42 42 43 -45 -46 -47 -48 -49 -50 -51 51 52 -54 55 -56 56 58 -59 -60 60 -62 -63
leaf_value=-0.028641824264915038 0.0034353708274646212 0.020915214015569478 0.019469948838984077 0.0014980734496089592 -0.036562293326475058 0.016907685887137029 -0.035452634961594218 -0.02958799540263865 -0.0058199504850156734 -0.036536697136684129 0.029474054396559497 -0.0090401528814473345 0.033460479025099202 -0.037468480061398003 0.023641379927431091 0.0099967183837427701 0.020507339512924213 0.014365914100210538 -0.0050950783318975653 0.0036330318689469926 0.03919282661396388 -0.0035841323055629429 -0.042821107902020067 0.015238611666344088 0.024242819368665795 -0.010551141560909026 0.0046625147839754215 -0.024252806358707139 -0.015701436916545398 0.005254241247523923 -0.0006639262487691289 -0.034978579594838528 -0.0037696346486032909 -0.028998327076686023 -0.025810927330032072 -0.0019784104763860048 -0.012786920040039238 -0.0094852388406749602 0.020589590731276457 -0.00077378539927705633 -0.027939092903398667 -0.010116819029544305 -0.0056568500071447671 0.013413341173663777 -0.019056572446192844 -0.028466942563760492 0 -0.0010818578715084582 0.019415720210506356 -0.039320823397052992 -0.014196499182351597 0.02532080154916783 -0.0039495991802593099 0.014405247788088549 0.012721432852565873 -0.018014427904676857 0.0081828951051295049 -0.0021114678936124368 -0.0051991291280103422 0.012974341009560407 0.01371167535662369 -0.0091423955088383354
leaf_weight=30.356989093124866 5.6980487331748 5.3620503544807425 6.8221058771014205 6.0504381582140914 9.7002064958214742 7.9158494919538489 17.306251242756844 90.913255274295807 20.844592049717907 7.5307569578289968 19.593481369316578 15.876314498484136 5.0277098789811125 17.786649718880653 9.3795417882502079 17.546701930463314 6.5806398987770072 11.719232618808752 16.340169593691826 9.9457132518291491 19.450605377554893 6.1840112879872313 5.7832555323839179 6.1602922305464736 9.22997337579727 46.889342971146107 48.041724640876055 33.216806814074516 10.005193956196306 10.638627186417578 10.51567617431283 6.5082475319504729 4.7682339549064636 9.4124306291341764 5.8137739598751059 8.0770409703254682 11.371702849864958 7.1304758563637725 27.635792419314384 6.7046362981200209 9.5095903351902944 16.105019703507423 6.8667979091405895 21.669223636388779 76.082133628427982 4.66973853111267 4.5020229443907729 89.930495083332062 5.1439332813024512 5.0822171270847312 6.4086446985602397 13.758654959499838 4.2565163075923911 6.5737487599253646 5.7034814581274986 13.565092921257017 33.062533818185329 56.902664586901665 17.707620121538639 5.4019219428300884 13.169774048030375 18.881087571382523
leaf_count=198 41 36 44 39 64 66 127 728 128 47 267 126 71 107 87 114 52 73 111 66 223 37 27 41 67 290 388 231 53 66 75 44 35 52 33 56 61 39 220 45 53 98 41 150 526 28 29 554 50 37 37 107 26 47 41 79 232 357 112 36 90 111
internal_value=-0.00598652 -0.0164741 -0.0213476 -0.00308698 -0.00223427 -0.00179459 -0.00401192 -0.022941 -0.0185219 -0.00243135 0.00402023 0.0150619 0.00111776 -0.00186844 0.00119285 -0.00266066 -0.00544027 -0.0152599 0.0160908 -0.0188502 0.0250222 0.00227681 -0.00155393 -0.0105471 -0.00138399 -0.00465558 -0.00618803 -0.0201455 0.00100763 -0.00927942 0.0106174 -0.0157576 -0.0245768 -0.0156514 -0.00704041 -0.0160985 -0.00152087 0.00502367 0.0130856 0.0162646 -0.0136774 0.00528938 0.00170399 0.00860813 -0.0174972 -0.0103874 0.0163226 0.000686314 0.00143246 0.000834184 0.00214665 0.0102589 0.0181081 0.000289396 -0.00103304 -0.000717774 -0.00160955 -0.00530002 0.00339571 0.00473994 0.00216601 -0.00391151
internal_weight=1066.79 230.407 187.593 836.38 797.113 787.413 570.834 180.77 55.4891 515.345 216.578 40.4975 20.904 503.046 270.049 214.363 232.997 60.5784 55.686 53.5972 39.3458 153.785 113.26 38.1829 179.4 121.026 114.446 39.2672 58.0469 35.8105 19.8952 32.0226 12.299 25.1719 15.7595 89.8572 30.2214 18.8497 40.5244 34.3404 56.3989 58.373 44.641 28.536 84.1592 25.5143 13.732 107.477 176.081 170.937 165.855 30.1273 18.0152 135.728 12.1121 127.812 121.238 70.4678 50.7702 42.8148 37.4528 24.283
internal_count=7516 1668 1395 5848 5578 5514 3859 1351 368 3491 1655 464 197 3409 1864 1368 1545 371 496 324 385 997 695 241 1221 836 784 270 441 217 162 200 82 151 99 623 173 112 302 265 343 385 289 191 582 156 96 668 1191 1141 1104 211 133 893 78 827 780 436 344 273 237 147
is_linear=0
shrinkage=0.03


Tree=49
num_leaves=63
num_cat=0
split_feature=32 31 26 0 28 26 31 4 5 5 3 11 5 31 50 49 26 5 11 32 2 53 0 31 28 5 26 50 14 28 34 11 21 12 54 3 26 5 11 50 32 3 4 32 34 4 50 4 14 26 3 50 9 43 3 3 49 14 21 21 26 50
split_gain=42.3017 23.9771 13.8926 12.9993 11.9266 11.3736 8.73075 8.00012 6.12684 22.8094 8.24771 6.13607 5.95385 5.57352 5.91115 5.55743 5.46489 5.3315 5.23343 5.05858 11.3001 5.08127 4.86875 4.70378 4.61392 4.19937 3.98292 3.93616 3.64635 3.35879 3.97315 5.84309 3.77597 3.75609 3.32618 3.28503 3.11171 4.16321 3.79467 3.02814 2.80867 4.25065 3.77089 9.71885 5.92855 2.76063 2.63762 2.59655 2.53983 2.45089 2.43067 2.32533 2.81711 3.31242 2.29444 2.15135 2.71207 2.61083 3.02634 3.53691 2.64383 2.41227
threshold=1.0000000180025095e-35 0.16000000000000003 7.5000000000000009 20.500000000000004 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 0.20761494252873566 0.01941930618401207 0.025657894736842109 0.13514669502693458 0.74047860581083624 0.21132376395534294 1.0000000180025095e-35 2.4194005465518993 0.37500000000000006 14.500000000000002 0.046693482230278659 0.8784157257684102 0.32000000000000012 3.5000000000000004 1.0000000180025095e-35 42.000000000000007 0.12000000000000002 1.0000000180025095e-35 0.39208074534161497 7.5000000000000009 3.4150731631156739 0.63299319727891168 1.0000000180025095e-35 1.0000000180025095e-35 0.89242556901957382 0.32265688263456704 0.37500000000000006 1.0000000180025095e-35 0.13723808562876269 3.5000000000000004 0.026671408250355622 0.84958336294286541 3.4150731631156739 0.18500000000000003 0.13100686498855837 0.19722222222222227 0.15000000000000005 1.0000000180025095e-35 0.27149877149877155 3.1963557881865921 0.32697368421052636 0.69467984934086646 6.5000000000000009 0.19803921568627456 3.315707808323157 0.17500000000000002 -0.27499999999999997 0.1236388219978657 0.48750000000000004 0.15500000000000005 0.64237451737451756 0.32799908871127548 0.37338111951652564 6.5000000000000009 2.4194005465518993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 -3 5 36 17 18 10 -10 -5 25 16 14 -9 22 19 24 -6 21 -21 26 54 29 -4 27 -7 49 -20 30 31 32 33 -1 40 -35 38 51 -2 55 42 -42 43 -28 -44 -14 -26 -25 -33 -11 -32 52 -38 -54 -13 56 57 60 61 -60 -12 -59
right_child=4 3 6 8 7 12 -8 13 9 11 39 15 45 -15 -16 -17 -18 -19 28 20 -22 -23 -24 47 46 -27 34 -29 -30 -31 50 48 -34 35 -36 -37 37 -39 -40 -41 41 -43 44 -45 -46 -47 -48 -49 -50 -51 -52 -53 53 -55 -56 -57 -58 58 59 -61 -62 -63
leaf_value=-0.0077725618802869509 0.014139875792006377 0.036125842534576548 -0.022497583125009182 -0.020705985536568695 0.036696376862538085 -0.033753808529314311 -0.039074648905850183 -0.016495019999121875 0.031570164000362617 -0.0044022011257007013 -0.0042555824376340375 -0.018145823175446874 0.015415084295756699 -0.010529601218419211 0.029455975891336465 0.014624248615094176 -0.035256940689346795 0.009577451660347968 0.020704169330540822 -0.029998685906792104 0.022202748547239935 -0.028557223775226168 -0.039842794850567978 0.0050368144890156697 0.015164350047176089 -0.014527539343577867 0.016074146288540501 -0.013719482962966496 -0.0054693872726178224 0.010987302318100068 -0.022250713890304225 -0.0066368208765998854 0.032727778577421922 -0.0012700435238879239 -0.033901320505746207 0.024651123865687123 -0.0074053383343405292 -0.010515410720086703 -0.018851672329514589 0.015399261460041494 -0.021475979101842225 -0.00032578386621796699 0.0071140706282448252 -0.017406079060045189 -0.011311127320714882 -0.007561842851565641 -0.016369579676489495 0.034507667072928641 -0.029205236541779655 0.016258177623368262 -0.0016346680610912002 0.027906966981146412 0.036600628974164655 0 0.0047029853977800951 -0.0033684541788981067 -0.01215318658721388 0.0071852292120120377 0.025940837863300953 -0.00030930343538091955 0.016435509956174904 -0.013149673665121833
leaf_weight=15.965488046407698 3.9420633018016806 12.450980745255945 30.875272408127785 13.987796194851397 6.2359200567007091 7.9578079655766478 14.998203568160532 3.5876514390110952 32.137412834912539 5.377743136137723 6.2964125722646704 8.0937442556023651 7.938727110624316 54.729729488492012 6.8264821767807007 6.0416254326701155 12.017262086272238 7.7655878812074652 7.7041649669408825 36.457267124205828 3.8759683668613425 19.34039518237114 6.0148684680461875 8.7980835139751417 5.3108765929937345 6.4481675475835791 7.8658468648791304 4.9588371962308875 11.458109468221663 11.931109219789503 16.926540113985542 19.232901133596901 4.053037889301776 7.6850688308477428 6.2858331426978102 8.8945333659648878 6.8678571879863801 8.785162225365637 11.309264205396174 16.256561763584614 10.821313314139841 40.949021231383085 17.551490921527147 159.8147085160017 118.89638037234545 10.701473526656626 3.9644259065389633 4.1899403259158126 6.2474319860339156 38.294764410704374 8.3446525335311872 6.9029660262167445 4.1233199909329414 5.0080514624714834 6.8278575390577307 47.437449589371681 7.4690838977694503 7.4526595920324352 7.3800106048584011 10.697130233049391 28.007735759019852 14.984268605709074
leaf_count=105 30 178 228 83 46 62 87 25 394 34 39 42 50 335 65 61 87 53 55 289 30 140 46 57 43 34 53 35 67 83 94 122 36 49 46 71 40 57 79 117 72 281 142 1129 770 59 26 38 36 314 49 55 36 37 42 283 45 50 53 67 197 88
internal_value=-0.00585001 0.000958468 -0.00776467 0.00631279 -0.0111168 -0.0129069 -0.0190336 -0.00101201 0.00491163 0.0102195 0.00107711 0.00172821 -0.0143413 -0.00664016 0.0130481 -0.00985292 -0.0150434 -0.0124995 0.0131283 -0.0144481 -0.0247494 -0.0133538 -0.0172717 -0.00137371 -0.0169445 0.00752435 -0.0125282 0.0106187 0.00484894 -0.00365204 -0.00574069 -0.00153424 0.00602534 0.00233711 -0.012027 0.0124065 0.00103819 0.00650226 -0.00986327 0.00323087 -0.0116049 -0.0049278 -0.0127179 -0.0157825 -0.00889022 0.00196516 0.000991943 0.0153782 -0.0125883 0.0135689 -0.0157451 0.0133244 0.00639538 0.0173544 -0.00736991 0.00163844 0.00459874 0.00637901 0.00104581 0.0102457 0.0124612 -0.00612636
internal_weight=1059.75 461.798 175.183 286.615 597.954 507.412 62.9144 90.5421 274.164 114.195 159.969 82.0576 460.473 65.1439 10.4141 26.9781 441.833 47.9162 25.3982 429.816 40.3332 389.483 20.9365 112.269 40.1506 55.0795 370.142 48.6313 19.1623 99.2808 87.3497 62.0785 36.5981 32.5451 362.185 16.5796 46.9387 31.6874 15.2513 145.981 355.899 51.7703 304.128 167.681 136.448 18.6402 9.2753 12.988 25.4803 43.6725 25.2712 22.9022 15.9992 9.13137 14.9216 129.725 82.2873 74.8182 40.5141 18.0771 34.3041 22.4369
internal_count=7516 3379 1177 2202 4137 3544 437 593 2024 1002 1022 608 3210 425 90 191 3101 350 168 3014 319 2695 130 740 297 417 2555 383 122 645 562 419 261 225 2493 120 334 225 109 939 2447 353 2094 1182 912 109 69 95 158 348 143 168 113 73 84 822 539 494 258 120 236 138
is_linear=0
shrinkage=0.03


Tree=50
num_leaves=63
num_cat=0
split_feature=32 58 24 26 45 5 26 26 43 26 27 58 2 1 0 36 32 4 42 54 42 0 32 45 42 42 26 1 0 5 1 0 42 1 32 32 27 32 48 45 1 26 26 32 0 3 1 42 3 3 1 40 27 42 42 1 40 43 43 26 43 26
split_gain=40.1372 17.07 13.9838 13.4622 9.10966 9.88392 5.93064 7.63451 6.27791 5.74825 5.74614 7.10635 7.58111 9.56222 5.70682 5.46905 5.0563 5.07393 5.00439 4.50257 3.77896 4.46677 4.61053 3.82973 7.83016 4.48099 5.15325 3.84348 3.48065 3.40094 3.38466 3.18291 8.89531 3.02666 2.97211 3.15889 3.68061 2.6933 2.52203 2.26058 2.18732 2.102 3.42715 2.0729 2.03813 2.01838 2.44617 5.10286 2.29273 5.78662 5.12317 2.89816 2.09319 2.32373 1.97696 4.95405 1.96147 1.91202 1.77103 1.73054 2.06586 1.62967
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 0.01941930618401207 6.5000000000000009 3.5000000000000004 -0.22499999999999998 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4.4370527171589424 20.500000000000004 1.0000000180025095e-35 0.15000000000000005 0.52142857142857157 5.0005279307147701 1.0000000180025095e-35 5.1200721840520744 1172.0000000000002 0.53500000000000014 1.5000000000000002 4.5626574477361794 3.9303249852141158 12.500000000000002 4.847533523467404 24.500000000000004 0.01941930618401207 4.9769325775086912 51.500000000000007 5.1200721840520744 4.7168999848499089 0.33500000000000002 0.18500000000000003 1.0000000180025095e-35 0.18500000000000003 1.5000000000000002 0.97500000000000009 3.6355547771300549 9.5000000000000018 7.5000000000000009 0.16500000000000004 32.500000000000007 0.46250000000000008 3.6166825895759684 3.5782217993645888 0.11651583710407241 0.1012820512820513 4.6250269199402787 1.0000000180025095e-35 1.0000000180025095e-35 3.4809981774225514 3.6558013640444909 4.6345953588972035 1.0000000180025095e-35 -0.22499999999999998 -0.27499999999999997 5.5000000000000009 0.32500000000000001 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 16 14 -6 7 -3 34 19 11 12 15 -14 -4 -1 -2 18 30 20 21 22 23 24 25 26 -5 -26 -16 -15 43 38 -33 -27 35 36 -8 61 45 44 -37 42 59 -18 -31 48 47 -47 49 50 -30 -52 56 -54 -12 -56 58 -13 -50 -41 -61 -25
right_child=1 6 4 9 5 -7 8 -9 -10 -11 54 57 13 29 28 -17 17 -19 -20 -21 -22 -23 -24 37 27 33 -28 -29 31 39 -32 32 -34 -35 -36 40 -38 -39 -40 41 -42 -43 -44 -45 -46 46 -48 -49 52 -51 51 -53 53 -55 55 -57 -58 -59 -60 60 -62 -63
leaf_value=0.0084273734950611676 -0.017143197206745953 -0.017199121762649441 0.021673987094980546 -0.0038250321446629473 -0.022210146737502701 0.021781360177060442 -0.019570005987899316 0.021473110148896992 -0.027661568932162015 -0.034657978780191986 0.01999113088699327 -0.0088685413177446628 -0.026913328567203503 -0.024546111118370947 -0.014643957091495689 -0.01723317068519185 0.01884667698963224 0.034110145474942948 0.031075196007185009 -0.034173509825926533 0.010648999290672251 -0.036704335996319989 0.013137307783415923 -0.012977316372156896 0.033036561022882757 -0.032670170192020898 -0.019264431478557224 -0.001170270607041728 0.027815987288252974 0.00098712041543591741 -0.023199667796439633 -0.033960477840462348 0.018541287944842361 -0.0040826502046916171 -0.027403140482197403 0.010754184965496644 -0.00063877938210599942 -0.026849480651116826 -0.014927445185951484 -0.0022480024051889321 -0.012803075165294818 0.020938731142083822 -0.016416509895760791 0.0010067044036152738 -0.020855330485197249 0.0046961564081987655 0.0032733856985138351 -0.02662336384803126 0.025217808698636084 -0.025008569369560703 0.0065696847334805689 -0.021352187524501829 0.030000859239746491 0.008915920155885125 -0.01167432278509139 0.022739693853531039 -0.00014847327965024921 -0.028171307583208849 0.0070611675145382967 0.029388877061922558 0.0030810752911698282 0
leaf_weight=43.808567732572556 9.3137056529521924 12.254617586731912 13.231006816029547 117.12086750566959 4.8514726832509032 42.822169650346041 43.731228247284889 7.0250255018472663 68.499373227357864 8.4537081420421583 8.118938937783243 8.1047676280140895 22.904478758573532 6.2091913670301428 11.151218622922896 8.7048139721155149 6.5781157054007044 5.2112613208591929 5.3220588117837897 6.5472183600068083 8.1306206658482534 5.3202011585235587 7.830519624054431 111.32301335781813 6.1180385053157789 10.601165585219862 23.644015707075596 4.9216738566756248 6.6641806885600152 6.0980716720223418 4.5032692179083815 6.9636069387197477 4.5618317797780037 5.6592502221465102 15.335493687540291 7.8967209309339506 12.563688442111014 12.879776790738104 6.2680136188864699 11.626748956739904 6.0970277190208435 4.6891907118260852 8.4114580601453763 51.073849070817232 8.2707846909761411 9.676973335444929 48.25309107452631 8.3479387387633306 5.9003660529851905 6.7799661234021178 8.4554882794618589 5.1075525954365721 7.7381951883435276 15.395571760833262 9.4505000561475736 5.9325774013996115 28.432253465056419 16.906012713909149 37.211478672921658 4.4821974784135801 7.8674090802669525 9.7448508515954
leaf_count=300 66 87 168 738 39 506 321 46 547 62 55 53 163 38 60 51 50 69 64 47 56 30 56 734 43 57 158 30 49 36 32 55 48 35 125 56 96 80 33 77 38 45 62 348 45 63 304 44 43 35 54 28 59 110 63 50 185 120 249 37 52 66
internal_value=-0.00571325 -0.0108647 0.000932912 -0.00756715 0.00517425 0.0171052 -0.0188047 -0.00272411 -0.0207712 -0.0102137 -0.00552157 -0.00759925 -0.00476681 -0.0105586 0.00266399 0.00401072 0.00327644 0.00601502 0.00366219 -0.00954844 -0.00901037 -0.00954301 -0.0090339 -0.00963692 -0.00653827 -0.0082868 -0.00648458 0.0175033 0.00145787 -0.00388708 0.00112658 0.00237304 -0.0127065 -0.0232556 -0.0151374 -0.012306 -0.0154684 -0.0134645 0.00331085 -0.00119209 3.18672e-05 0.00259886 0 0.00320408 -0.0112874 0.00396615 -0.000159232 -0.00961273 0.00625891 -0.00125294 0.00658288 -0.00366663 0.00846306 0.0164226 0.00814677 0.00133413 0.0057671 -0.0222742 0.00978962 0.00562013 0.0134236 -0.0119492
internal_weight=1053.1 593.7 459.398 420.297 277.812 47.6736 173.403 19.2796 154.124 338.295 181.586 158.084 133.073 80.5595 230.139 52.5134 82.0023 72.6886 67.4773 329.841 323.294 315.163 309.843 302.013 168.065 157.025 140.765 11.0397 216.908 57.6551 62.1552 205.757 11.5254 16.2604 85.6242 70.2887 56.2949 133.948 194.231 51.4459 13.9937 37.077 32.3878 57.652 14.3689 187.963 66.278 18.0249 121.685 27.0072 20.2272 13.563 94.6779 23.1338 23.502 15.3831 71.5441 25.0108 43.1118 23.9764 12.3496 121.068
internal_count=7516 4137 3379 2821 2132 545 1316 133 1183 2192 1247 1079 906 555 1587 351 629 563 494 2130 2083 2027 1997 1941 1061 988 896 73 1419 392 430 1359 103 92 636 511 417 880 1256 354 94 273 228 398 81 1223 411 107 812 166 131 82 646 169 168 113 477 173 292 166 89 800
is_linear=0
shrinkage=0.03


Tree=51
num_leaves=63
num_cat=0
split_feature=32 13 31 58 31 31 13 34 31 13 26 42 26 46 34 28 26 26 31 11 58 42 1 26 42 1 26 32 34 4 1 53 26 32 42 42 1 3 3 26 1 29 4 11 32 54 50 42 3 27 42 11 27 28 29 49 12 31 3 3 42 2
split_gain=38.122 24.8659 21.3371 16.4749 15.8344 15.0105 12.9944 11.2345 11.0709 10.9905 16.7683 11.1463 8.22106 8.04608 7.3355 6.67786 6.77256 7.23422 7.08167 6.42373 7.89083 6.62334 7.82815 5.22164 5.13514 8.23364 3.62988 4.29263 3.50626 3.47256 3.65225 3.38559 3.37658 3.31596 3.1793 5.55607 3.0484 3.03919 2.99038 2.88909 2.82606 3.18518 2.71503 2.68471 2.65071 2.5617 2.48745 3.40213 3.01445 2.95824 2.69662 2.99769 2.4407 4.26789 3.0301 2.42048 2.28226 2.12265 2.59499 2.09885 3.08398 2.50943
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 10.500000000000002 5.0005279307147701 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.67033194198013046 1.0000000180025095e-35 3.7666825895759684 4.6907213539591348 8.5000000000000018 5.0005279307147701 5.2654667634977059 9.5000000000000018 0.16500000000000004 1.0000000180025095e-35 0.22540322580645164 3.7885744636323824 1.0000000180025095e-35 12.500000000000002 0.17500000000000002 4.8981325150284176 4.5831513229706227 5.134415438056247 0.17445652173913045 0.14669236950007072 9.5000000000000018 4.6345953588972035 1.5000000000000002 0.39990933816863111 0.90417064739399211 0.33500000000000002 1.0000000180025095e-35 1.7585441243211084 3.7044269646841417 0.48750000000000004 1.0000000180025095e-35 4.817302015487253 0.91640860664678481 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.2950000000000001 0.52500000000000013 0.31000000000000011 0.32916666666666672 0.072751322751322761 4.8341389671286441 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 4 9 19 7 -6 12 11 -11 13 14 23 42 16 17 -5 26 -1 21 40 -23 29 25 38 27 -18 36 30 33 45 -25 -2 35 -9 -24 -31 59 -10 41 43 -3 -21 -29 52 47 -40 49 50 51 -48 53 54 -8 -26 -13 58 -51 -7 61 -61
right_child=3 2 -4 15 6 24 31 34 39 10 -12 56 -14 -15 -16 -17 18 -19 -20 20 -22 22 28 32 55 -27 -28 44 -30 37 -32 -33 -34 -35 -36 -37 -38 -39 46 -41 -42 -43 -44 -45 -46 -47 48 -49 -50 57 -52 -53 -54 -55 -56 -57 -58 -59 -60 60 -62 -63
leaf_value=-0.030130644483847408 0.01826799610413106 0.0015574509963146689 0.034914887679709475 -0.016870799424316338 -0.034852107213605314 0.0065138533809741056 -0.022848007400450798 0.0015349252938513199 -0.0080471518488847271 0.037243397818662011 -0.0054544768140488645 0.012773370271348379 0.039857768969032016 -0.033767843979974628 -0.017229622325808536 0.0075410262803973956 -0.030667475735012231 0.02084112363117567 0.00050167394478021934 0.010933321558847391 -0.023545242993740105 -0.02376978175060265 0.022002098230779525 -0.0077826446726039387 0.0088257314689856002 -0.032793355594927222 -0.028388783847310348 -0.0088822472342055484 -0.014787680536883251 -0.011320027742354504 0.035821483614094513 -0.028878043761466965 -0.032690045196085163 -0.0037879125370798949 -0.016462112447998719 0.032770442456288219 -0.0075855343295073673 0.014340149415313001 0.0077454390543288442 -0.040267518061455426 -0.015869969448460079 0.028359779012132484 0.038059482133558899 -0.0059769203828912223 -0.033266162017067925 -0.033834051187628347 0.00078358180209627383 -0.025035340503095201 -0.0010283453414992115 0.025739964271358648 0.026161754039742125 0.016651446137038773 -0.0063810351536071931 -0.0083209576437867968 0 0.036012674333405346 0.043121448688474624 0.029117334358592185 0.0019921600440322312 -0.02042308800375189 0.012456825198980474 -0.004473207220802757
leaf_weight=13.543458968400953 9.9053558856248891 3.7963017895817801 32.901787213981152 12.124198719859125 8.0102921277284604 14.221643306314943 64.160222582519054 52.74997653067112 6.3870203197002393 15.723747637122868 16.719042517244816 7.7110758870840055 6.9479550644755355 9.0098022818565351 8.839823991060257 8.0270693302154523 16.845110200345516 7.0269418060779563 11.056652851402758 18.918123841285706 23.426796562969685 23.642089381814003 8.2118413150310534 66.121094390749931 8.8716778978705388 6.109419271349906 76.35797505453229 35.122758418321609 7.1192705854773513 18.989897936582569 3.9869159758090964 20.136152900755405 5.3459830880165091 14.698342964053154 6.8858046829700461 5.5501847416162482 4.4834465458989134 4.9474633336067191 4.8550747931003553 4.8616848587989807 5.1582318618893614 5.3487059995532027 4.1982482969760895 14.503164663910864 4.6982584446668616 6.7692882344126692 69.653727799654007 5.863219365477562 51.982869125902653 6.2925289273262086 4.8678131848573676 12.688198298215864 30.402691125869751 40.396003603935242 6.1672472208738318 5.1359699219465247 3.7941319867968559 8.3047938272356969 13.322987310588358 12.735554121434687 6.4987565129995337 33.709046266973019
leaf_count=95 67 31 502 87 58 90 411 330 51 201 115 75 69 64 47 49 138 46 68 124 165 160 60 402 90 53 654 240 40 108 29 156 44 85 41 39 28 34 32 23 27 40 41 85 34 51 448 31 316 50 45 89 188 245 43 60 35 66 89 77 56 199
internal_value=-0.00557891 0.000908016 0.0176374 -0.0106215 -0.00738187 -0.00200215 -0.0123796 -0.00173146 0.00113365 -0.000528671 0.0151571 -0.0041077 0.0128748 -0.00660418 0.00104884 -0.0184792 -0.0198031 -0.00265108 -0.0220346 -0.0106004 -0.00810936 -0.00385837 -0.0121724 -0.00453089 0.00201331 0.000994526 -0.0239507 -0.017786 0.00146477 0.00255534 0.00966122 -0.0169748 -0.00981555 0.00492551 0.00234092 0.00471298 0.0111321 -0.00569303 0.00188762 -0.022957 0.0042483 0.00714665 0.0219193 0.00342476 -0.012061 -0.0152768 0.0039393 -0.00976718 0.00486489 0.00757496 0.00473547 0.0033358 -0.0142976 -0.0164018 -0.0209217 0.0195829 0.0238598 0.016134 0.010096 -0.00345106 -0.00625517 -0.00904427
internal_weight=1046.84 457.401 67.9328 589.44 418.181 389.468 241.228 73.1963 35.031 176.953 32.4428 144.51 23.7823 133.005 16.8344 171.259 163.232 19.1511 144.081 124.355 110.812 87.3849 43.4566 123.995 265.113 251.106 133.024 56.6661 19.8146 52.528 28.5906 168.032 71.4671 24.6037 65.186 58.3002 12.6953 23.9374 244.996 11.2487 43.9282 38.77 7.99455 33.4213 39.821 147.895 177.831 10.7183 167.113 115.13 87.2097 82.3419 141.126 110.723 70.3275 14.0076 11.5052 27.9203 19.6155 67.165 52.9434 46.4446
internal_count=7516 3379 764 4137 2821 2615 1562 468 262 1259 316 943 188 833 119 1316 1267 133 1134 824 729 564 288 769 1791 1641 1066 412 128 323 181 1094 446 152 410 369 88 142 1588 74 276 249 72 209 274 938 1166 63 1103 787 582 537 887 699 454 150 110 205 139 422 332 276
is_linear=0
shrinkage=0.03


Tree=52
num_leaves=63
num_cat=0
split_feature=32 13 31 58 31 31 13 34 31 13 32 26 42 26 46 34 0 58 42 28 26 31 26 26 42 0 0 13 1 26 32 42 53 26 42 42 42 26 1 4 32 5 11 50 1 4 50 29 26 0 50 28 49 12 5 26 11 1 42 1 12 49
split_gain=36.2848 23.7985 20.7672 15.9022 15.0649 14.2691 12.438 10.8284 10.5522 10.4482 16.2561 16.0073 10.5876 7.91269 7.80226 6.97678 6.88422 11.107 7.59729 6.42418 6.54683 6.88911 6.85546 4.94677 4.90808 10.1956 5.59072 4.31448 3.94057 3.61134 4.22932 3.34861 3.34228 3.30916 3.20292 3.01224 5.23785 2.80265 2.63443 2.62958 2.59534 2.50121 2.96427 2.87616 2.87129 2.68728 5.07256 2.35707 2.33298 2.2618 2.92063 2.57866 2.42154 2.20891 2.17325 2.10639 2.04868 2.48468 3.39324 2.02901 3.82599 3.3774
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 0.18500000000000003 10.500000000000002 5.0005279307147701 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 38.500000000000007 1.0000000180025095e-35 3.885512953955101 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 8.5000000000000018 5.0315115408785305 51.500000000000007 49.500000000000007 1.0000000180025095e-35 4.5377900106069626 9.5000000000000018 0.16500000000000004 4.3298514159003032 1.0000000180025095e-35 12.500000000000002 3.725275538681025 4.8981325150284176 4.5831513229706227 9.5000000000000018 3.6166825895759684 0.39990933816863111 0.33500000000000002 0.3133928571428572 0.67915159828926641 1.7585441243211084 3.7065212271721317 0.41992677969876674 3.1963557881865921 1.5000000000000002 8.5000000000000018 33.500000000000007 3.0678793895128593 1.0000000180025095e-35 0.15500000000000005 0.52500000000000013 0.025657894736842109 7.5000000000000009 0.90736531605434367 4.414485388880232 3.6161845113717574 3.7442656022803047 0.37500000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 4 9 16 7 -6 13 12 -11 -12 14 15 23 39 18 38 -1 20 22 29 -5 31 25 26 27 41 -29 30 -22 34 48 56 55 36 49 -10 -18 -3 -32 42 -7 44 -44 -45 -47 -40 -8 -9 51 -51 -52 -14 -33 -2 57 58 -25 -50 61 -61
right_child=3 2 -4 19 6 24 32 35 37 10 11 -13 53 -15 -16 -17 17 -19 -20 -21 21 -23 -24 33 -26 -27 -28 28 -30 -31 40 54 -34 -35 -36 -37 -38 -39 47 -41 -42 -43 43 45 -46 46 -48 -49 59 50 52 -53 -54 -55 -56 -57 -58 -59 -60 60 -62 -63
leaf_value=-0.0019601783830454256 -0.0063257307589440022 0.0015139956196834972 0.034724964127689301 -0.01654686859612594 -0.034605171068950676 -0.012838885876798515 -0.034230520095031934 -0.012901993414764392 -0.0078293228664049093 0.040048022068810168 0.035374298686296178 -0.022579857083852933 0.012444504680221534 0.0393875957365638 -0.033484659580173333 -0.016789943033527609 0.011157377488256829 -0.023170614868433827 -0.030594496894963869 0.0073198167900457474 -0.030418958423353612 0.00048680945545214366 0.020232240490263793 -0.010353318469795226 0.021173073564373975 -0.034498155214328134 0.024412775542814128 0.0027762704254528769 -0.029966153641219136 -0.028118764302400828 -0.0086611030221819645 0 -0.028584654354627575 -0.032481388494116151 0.024528134896205443 -0.016093989211785294 0.031821528140630773 -0.039725134787274775 -0.0053719978429137309 0.037604712958473042 -0.033020908966977451 -0.0075458490721829708 0.0050938379383559758 0.0038889329590533353 -0.023991738026628049 0.037069835570495174 0 0.014787938760670447 -0.023606992099876378 -0.0071175263744587425 0.023453737927830256 0.013741420023596219 0 0.042462563258849409 -0.022849032640383956 0.0093921477156056268 0.0011440304522288942 -0.0031898423992690848 -0.036524520288274895 -0.0092721676975808329 -0.015738865367500732 0.012435054370465527
leaf_weight=13.171001173555849 12.821957789361479 3.7938832864165351 32.102460950613022 11.996569953858854 7.8295893073081961 9.5166667327284795 5.7603594213724127 7.9304651319980612 6.3735513910651189 13.281605198979376 6.2431632615625867 12.541756331920624 7.6831228695809823 6.824227236211299 8.8180151656270009 8.8049450665712357 16.854664780199528 23.099622398614883 25.117949709296227 8.0275980532169324 16.480409026145935 11.05851638317108 7.0272731333971015 19.664560891687874 11.284800760447977 6.834448739886283 9.5395929217338544 5.3534805476665479 7.2272704765200615 74.803988922387362 34.946774378418922 8.2000335380434972 19.740598782896996 5.2220745980739585 7.5615871697664252 6.8373244926333419 5.5501766800880423 4.7841262817382812 39.444826602935791 4.1250757053494453 4.5942187607288352 21.124878004193306 5.2219237685203534 169.01115889847279 6.1849484741687775 6.2923902347683889 6.9133909717202187 5.7103704735636702 18.90806470811367 20.741591468453411 9.8566340208053607 6.8727718144655219 7.3551452383399001 3.7413178160786629 6.1193713024258605 17.758111037313938 16.817787364125252 23.285763651132584 6.196325756609439 24.249388799071312 89.341651447117329 8.4070953205227834
leaf_count=77 73 31 502 87 58 54 40 43 51 156 80 80 75 69 64 47 114 165 191 49 138 68 46 120 124 57 109 34 45 654 240 54 156 44 53 41 39 23 237 41 34 117 34 1093 32 49 43 40 120 125 68 48 46 35 32 111 108 141 33 156 563 59
internal_value=-0.00545481 0.000888192 0.0174069 -0.0104001 -0.00721373 -0.00194885 -0.0121101 -0.00168502 0.00110879 -0.00051213 0.01488 -0.00283302 -0.00399987 0.0126395 -0.00643575 0.00103389 -0.0103719 -0.0054994 -0.0209618 -0.0181809 -0.0194978 -0.0217172 -0.00257967 -0.00440733 0.00196292 0.0010671 0.00210516 0.00116151 -0.0157384 -0.0236377 -0.0174688 0.00248786 -0.0166383 -0.00956554 0.00721589 0.00227359 0.00457767 -0.0224924 0.00104028 0.0215163 -0.0117944 0.00214946 0.00319363 0.00402502 -0.0103014 0.00496507 0.0180267 -0.0026363 -0.0149528 0.00148886 0.00421409 -0.00164887 0.013876 0.0233525 -0.00961855 0.00260857 -0.00756802 -0.0106634 -0.0170864 -0.0140748 -0.0125121 -0.00345956
internal_weight=1038.98 454.712 66.8083 584.273 415.337 387.903 239.381 72.9737 34.7058 175.957 32.0665 18.7849 143.89 23.5481 132.466 16.7239 123.398 85.1095 38.289 168.935 160.908 141.884 19.0238 123.648 264.505 253.22 246.386 236.846 12.5808 130.825 56.0214 52.4611 166.407 71.1865 38.1417 65.1441 58.3068 11.1577 62.0099 7.91896 39.541 224.265 203.14 193.624 11.4069 182.217 13.2058 45.1552 146.667 52.7566 44.8261 27.6144 17.2118 11.4244 14.3194 30.5801 65.9644 49.1467 25.8609 140.906 121.998 32.6565
internal_count=7516 3379 764 4137 2821 2615 1562 468 262 1259 316 160 943 188 833 119 824 556 268 1316 1267 1134 133 769 1791 1667 1610 1501 79 1066 412 323 1094 446 237 410 369 74 391 72 274 1422 1305 1251 66 1185 92 277 938 330 287 173 114 110 86 184 402 294 153 898 778 215
is_linear=0
shrinkage=0.03


Tree=53
num_leaves=60
num_cat=0
split_feature=58 24 28 53 54 26 0 0 0 0 27 28 26 26 0 24 1 34 26 36 26 27 14 21 17 34 3 1 13 34 0 26 47 3 3 4 4 17 1 21 1 1 36 40 14 47 3 29 14 47 1 26 27 11 11 34 1 14 14
split_gain=28.8738 14.7042 12.5059 11.0778 11.5641 8.93905 7.28083 12.8313 10.265 12.7084 5.9897 8.4105 7.27333 5.24042 4.42829 3.87423 5.05214 4.71012 3.87198 3.5698 3.18416 3.11878 4.76757 2.88965 2.8711 4.30974 3.9189 2.64484 2.92997 8.33673 3.37678 2.60065 4.3303 3.9018 2.14803 2.14564 2.11868 2.10865 1.93318 1.72031 1.44126 1.40583 1.48053 1.1696 0.942377 0.922574 1.26143 0.98888 0.901298 0.694359 0.617825 0.589792 1.44421 0.695016 0.505445 0.435843 0.397141 0.211679 0.162305
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 1172.0000000000002 1631.5000000000002 1119.5000000000002 51.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 9.5000000000000018 502.50000000000006 1.0000000180025095e-35 3.6656344265871392 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 0.6503424657534248 0.42354256669754398 1.5000000000000002 1.0000000180025095e-35 0.51250000000000007 3.4855547771300555 0.90000000000000013 1.0000000180025095e-35 39.500000000000007 10.500000000000002 3.5000000000000004 0.077677224736048281 0.48750000000000004 0.39212852771166279 0.34891304347826091 1.0000000180025095e-35 3.4090178639248787 0.37757611665546731 4.3539840504870346 5.0423796311235538 1.0000000180025095e-35 1.0000000180025095e-35 0.62693960372403923 3.5000000000000004 0.41250000000000003 2.5000000000000004 0.63859338061465731 4.5000000000000009 3.7222509892493991 3.5000000000000004 1.0000000180025095e-35 0.9060868288067645 0.93134835368155466 1.0000000180025095e-35 3.7885744636323824 0.64956140350877212 0.63299319727891168
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 5 6 8 -8 9 10 11 12 15 19 -11 17 -17 -1 -5 37 44 49 58 34 25 36 31 38 30 -30 -29 32 -26 -33 39 56 -12 -2 -13 48 -20 42 -14 51 -21 -22 -47 50 -3 -15 -48 -39 53 -53 -28 -50 -27 -51 -23
right_child=1 23 -4 18 -6 -7 7 -9 -10 14 24 27 41 21 -16 16 -18 -19 40 20 45 22 -24 -25 26 35 54 28 29 -31 -32 33 -34 -35 -36 -37 -38 43 -40 -41 -42 -43 -44 -45 -46 46 47 -49 55 57 -52 52 -54 -55 -56 -57 -58 -59 -60
leaf_value=-0.0007626521841689783 -0.003896707102831761 0.017181517118813525 0.017212538886184771 0.0025755297823597664 -0.035644702677778591 -0.034108335213435578 -0.035853490833380033 0.020317008706257828 0.038996880972491293 -0.054165331952542368 0.01746277350922399 0.0018530295250148963 -0.0077933233922125493 -0.030428372003265855 -0.011847596393178972 -0.0069769553915022663 0.0060117874266874607 -0.0099956924997658472 -0.009388127006856796 0.016315531461183346 -0.026513132779551699 -0.030275671859619588 0.0078808401168811524 0.022340210524612658 -0.0054874539995352 -0.011613350247780443 -0.011424958813714544 -0.0084339424126861368 0.034769462905643117 0.0021834331547729443 0.0033825799095675716 -0.014034846986099444 0.017480050218034497 0.007473115775528792 -0.012432453524783003 0.0011521480695367021 -0.0047930971628690261 -0.025124267631270909 0.030812443811083928 -0.010281248440308623 -0.026589918671903537 -0.02672106186381653 -0.017222045323127901 -0.029892902717368545 -0.0013130170765821752 -0.020463420323964757 0.0056932959473936732 -0.016503392279035876 -0.0037197888225355678 -0.024651731015919841 -0.0082438363782994187 -0.013783357635029771 -0.027394393173913002 0 0 0.0084580601819628579 -0.026192190017591901 -0.012609288297539717 -0.016220910206492415
leaf_weight=114.75761499255896 7.1547297686338416 6.8600578308105566 8.0624244138598424 5.9225350096821776 8.876910522580145 7.326136849820613 12.823622122406961 4.7927225679159156 5.5943731591105452 5.0118605196475965 9.1132890470325929 4.1165630929172021 50.040782809257507 55.145541831851006 4.9097360447049141 39.069484233856201 84.423952993005514 89.741369977593422 7.1743164882063892 4.749742314219473 4.0907524079084423 5.9116595759987849 5.8241950348019591 5.2020854204893103 8.364097520709036 5.7660297155380267 9.670599550008772 29.749663546681404 8.9960174337029439 32.734291329979897 79.308451518416405 8.6203112788498384 43.036674346774817 49.467914391309023 10.449477851390837 5.661508433520793 5.8622623123228541 9.1860082149505633 5.3257450312376022 5.2108606100082389 24.07285612821579 6.1716132611036292 24.912775870412588 15.898796983063219 4.783713161945343 6.994407236576083 6.9963783323764783 4.240894801914691 4.5087215825915319 8.743666294962166 4.5495322197675705 6.5749526657164115 5.0129227861762038 5.8180333524942398 5.4274841994047156 4.9567437618970871 6.5290787816047668 5.6853823959827414 5.0097753293812275
leaf_count=809 56 48 52 39 64 56 92 43 55 22 70 28 358 485 39 254 675 587 54 32 28 50 49 37 56 33 55 173 136 247 538 54 355 352 59 40 51 66 41 31 177 41 184 116 32 48 53 31 30 78 33 47 41 43 33 32 37 47 44
internal_value=-0.00533559 -0.0150426 -0.0185827 -0.00272801 -0.00195074 -0.00154394 -0.00121325 -0.0201784 -0.000749822 -0.00107026 -0.000596819 -0.00203665 -0.00432484 -0.0203097 -0.0344649 -0.00230944 0.00184941 -0.00484955 -0.0187017 -0.0148409 -0.00738258 -0.0256452 -0.0131046 0.00198078 0.00456535 -0.00317524 0.00666131 0.00376649 0.00274193 0.0094836 9.47294e-05 0.00866237 0.0136196 0.00414119 -0.00126224 -0.0131512 0.00840687 -0.0201382 0.0191096 0.00394604 -0.022916 -0.0123737 -0.0110445 -0.0227014 0.0070082 -0.0127237 -0.00977735 -0.00447075 0.00891972 -0.0285313 0 -0.0179867 -0.0136364 -0.00724824 -0.00738135 0.00207963 -0.0201307 -0.0205541 -0.0247758
internal_weight=1030.99 217.621 180.434 813.373 776.203 767.326 760 17.6163 742.384 736.789 726.868 569.348 409.118 172.371 9.9216 327.992 123.493 204.499 37.1697 86.0509 36.4054 86.3202 16.7456 37.1879 157.519 32.9322 124.587 160.231 150.788 41.7303 109.058 109.489 51.4008 58.0882 31.9859 17.9566 14.9756 49.6454 9.44231 21.5364 31.2472 81.1252 74.9536 42.4907 9.53346 26.872 22.7812 15.7868 16.3255 69.5746 11.5459 26.5919 17.4059 12.393 15.0981 9.46547 12.2951 14.429 10.9214
internal_count=7516 1668 1431 5848 5578 5514 5458 135 5323 5268 5207 4071 2908 1379 61 2325 929 1396 270 626 257 753 143 237 1136 231 905 1163 1094 383 711 817 411 406 200 110 121 369 69 141 231 583 542 313 64 193 165 117 110 610 86 197 131 90 88 62 70 125 94
is_linear=0
shrinkage=0.03


Tree=54
num_leaves=63
num_cat=0
split_feature=31 28 27 1 31 1 50 53 35 3 13 13 13 31 5 4 31 13 49 13 31 50 49 1 3 5 45 1 1 5 31 47 36 29 50 1 3 3 50 5 2 11 50 1 11 5 45 45 21 50 1 50 4 35 1 4 50 1 3 1 1 3
split_gain=27.4707 14.8752 7.82054 7.4862 10.0328 6.6399 6.71407 5.17372 4.3862 6.55564 5.8258 4.24485 3.89497 7.02378 4.2276 3.74443 3.37542 6.65993 3.03436 3.65887 6.46098 3.53663 2.88902 9.30174 2.87187 2.87224 3.16342 7.25991 6.49717 2.69033 2.65343 2.49948 2.49921 7.04356 4.16989 2.75732 2.53667 2.6139 2.37265 2.30771 2.85746 2.85201 2.27404 2.07771 2.28797 2.63308 3.51974 2.446 2.06682 2.91423 2.06092 2.16302 2.04739 1.98967 2.03954 1.82398 1.78266 1.74125 1.73025 2.63015 2.65589 1.7958
threshold=0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 4.5626574477361794 1.0000000180025095e-35 3.5131377898343916 3.3723414149732767 1.0000000180025095e-35 1.0000000180025095e-35 0.43750000000000006 0.70000000000000007 1.0000000180025095e-35 0.90000000000000013 0.31000000000000011 0.062418346836329859 0.30901856763925734 1.0000000180025095e-35 1.0000000180025095e-35 0.15500000000000005 0.90000000000000013 1.0000000180025095e-35 3.2806961417784364 0.37500000000000006 5.2654667634977059 0.16936182493187088 0.01941930618401207 0.97500000000000009 4.9042169434880387 5.1088017961341938 0.22361111111111112 0.12000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.3973861251426389 3.6467622390330523 0.17573529411764707 0.15752905020251315 3.3723414149732767 0.037749287749287756 3.5000000000000004 0.7203109963153228 2.533010400260828 4.2210518081758552 0.80039597484269975 0.025657894736842109 1.5000000000000002 0.97500000000000009 0.44199178219582225 3.315707808323157 3.5978104020218815 2.8625437813686543 0.3618055555555556 1.0000000180025095e-35 3.6478104020218818 0.32697368421052636 2.8153069638604364 4.021991651880783 0.46250000000000008 3.5565212271721318 3.6528557519457316 0.19139194139194141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 24 -3 15 12 9 29 42 -6 22 14 48 50 17 -17 19 30 -21 -20 23 32 25 -5 27 -27 -28 31 39 -1 36 34 -34 -36 37 43 58 40 53 -41 -10 -2 45 46 -45 -47 -14 -50 -7 -52 -18 54 -4 -26 -13 -33 59 -38 -61 -62
right_child=7 5 18 4 11 6 -8 -9 10 -11 -12 56 13 -15 -16 16 52 -19 21 20 -22 -23 -24 -25 55 26 28 -29 -30 -31 -32 57 33 -35 35 -37 38 -39 -40 41 -42 -43 -44 44 -46 47 -48 -49 49 -51 51 -53 -54 -55 -56 -57 -58 -59 -60 60 61 -63
leaf_value=-0.0055386451050319658 -0.017396775089418899 0.034355264757398134 0.008496830707041771 -0.021890294132201775 0.0073748521623592392 -0.0013118581935959426 -0.019969930740841683 -0.01606857064446247 -0.02797673981363696 -0.0033189841261250909 0.0010166602362706406 -0.013349842881440758 -0.0034232298029100708 0.033230026568296253 0.017248582372925741 -0.0092065791265354205 -0.026567609793740368 0.027795708438721072 0.029133440053456441 0.03608655730664017 -0.006063926935317091 -0.0010197527798431023 0.019100909453307415 -0.035818872165100282 8.6434108600066785e-05 0.0070359247415074577 0 -0.031436718971205174 0.038924976929013366 0.0040443730526601336 0.0057508238133322301 -0.015430514201619273 -0.034812773639889445 0.0073785737314002097 0.0082761132390524132 -0.019076797349519139 -0.00094971235257198486 -0.01945130584539382 0.013672138385055857 -0.0062389574456835177 0.012269597320387068 -0.036685625230469338 -0.018124673234522541 0.022914973447403716 -0.016538436843886409 0.0010792881597896933 0.0011128503202397688 -0.015758182137717059 0 0.029725214389276406 0.0097872708797448645 0.031482309477146302 -0.0038869217492012464 -0.015360245835597934 -0.011248618915600885 0.020255564979119081 -0.027925869365126102 -0.024927266098015266 -0.0012149966004587963 0.020388773562659647 0.021780254121694927 0.0016577471202943931
leaf_weight=16.739553846418858 6.1501449793577185 5.4071625694632521 8.2613953799009341 5.993676431477069 4.8765853047370902 6.4045816883444813 11.90337612852454 15.260369274765251 30.909541375935078 59.525731101632118 11.929391037672756 17.18348541110754 38.742272902280092 8.4543179385364038 16.848574634641409 9.1954180449247378 5.2147236093878773 7.7940390035510054 4.9979598820209494 4.7661317884922019 8.9844436645507795 9.6059587672352773 6.8398144692182532 6.3099239766597739 8.1227469965815562 9.1068091616034526 29.456039048731327 7.9412668123841277 4.2369967363774768 5.3190113380551329 9.8881792649626714 60.242579650133848 8.2956634834408778 16.932137027382851 5.5307033658027631 7.1432499289512634 33.906642951071262 7.306149259209632 19.169885084033012 6.0784752145409566 5.4490703493356696 6.1512483283877373 113.76817944645882 10.224761538207533 6.3203536421060553 32.088310346007347 20.312960796058178 9.8258047401905042 8.1149082742631418 4.3570903353393069 14.320237994194033 6.7341099679470053 13.388347320258616 26.089592959731817 10.08921644091606 9.2287047579884511 19.207203902304173 31.156094342470169 64.633355624973774 14.854309298098086 4.6412241011857978 28.419672049582005
leaf_count=110 34 41 52 34 32 39 74 111 245 393 103 120 358 140 173 58 30 82 42 58 58 69 70 53 60 55 216 49 40 32 66 411 61 117 39 42 220 39 139 38 44 31 896 79 41 189 177 53 77 45 98 52 86 218 58 77 126 232 395 105 39 195
internal_value=-0.00520566 -0.00913322 -0.0109108 -0.0126214 -0.00594256 0.00285135 0.000413475 0.000913783 -0.0149357 -0.0115255 -0.0186449 -0.0177632 0.00160972 0.00766078 0.00430879 0.00440746 -0.00187114 0.00754534 -0.00325721 -0.005456 0.0084238 0.00914858 8.74532e-05 -0.000335581 0.000591048 -0.00259589 -0.000122003 -0.0106941 0.0050818 -0.0157648 -0.00820559 -0.0168002 0.000424873 -0.00671897 -0.0183478 -0.00673125 0.00150259 -0.00244234 0.0037358 -0.0105348 -0.00743367 -0.0223795 -0.0203066 -0.000866254 0.000389181 0.00198991 0.00870953 -0.00278149 0 0.0105252 0.0127174 0.0172395 -0.0107787 -0.0100282 -0.00204006 0.0112642 -0.0213177 -0.0187806 0.00237743 0.00528438 0.00980618 0.004777
internal_weight=1026.35 625.667 545.305 444.944 115.354 80.362 74.9548 400.683 329.59 172.983 156.607 41.2673 385.422 76.5172 68.0628 63.0515 35.5925 16.9895 100.362 85.7578 13.7506 14.6039 308.905 302.065 74.0862 56.7348 50.7411 17.0481 33.693 113.457 72.0072 108.138 295.755 37.9018 20.9696 12.674 257.854 92.2285 165.625 62.119 49.8893 12.2297 144.678 84.9223 78.7722 72.4518 30.5377 41.9141 51.2143 12.472 27.4589 21.0543 18.6031 44.4402 18.3506 17.3515 36.3907 91.3987 146.455 81.8218 47.9152 33.0609
internal_count=7516 4525 3965 3231 809 560 519 2991 2422 1178 1244 278 2880 793 653 445 256 140 734 623 116 111 2087 2017 531 394 360 104 256 785 507 753 1964 259 142 81 1705 612 1093 441 372 69 1141 573 539 498 256 242 480 122 189 150 116 328 110 137 246 643 954 559 339 234
is_linear=0
shrinkage=0.03


Tree=55
num_leaves=63
num_cat=0
split_feature=32 13 31 58 31 31 13 31 13 32 42 46 0 58 42 50 28 31 42 0 0 45 42 28 13 1 14 32 0 45 53 14 50 14 4 14 29 32 32 14 3 14 32 14 31 50 28 1 14 1 14 0 14 3 14 27 28 29 42 31 1 49
split_gain=32.2579 22.1797 19.7178 14.1192 14.1922 12.7896 11.7718 9.81822 9.71222 15.3787 9.56506 7.32065 6.62789 10.1179 7.39157 5.75765 5.57733 5.24382 4.621 9.35253 5.305 4.19843 3.9634 4.048 3.78109 3.9209 3.72987 6.44194 3.38712 5.76043 3.14729 3.0897 3.82069 5.80852 3.08026 2.98678 2.91778 2.77049 2.74378 3.23006 2.64853 3.21805 2.60047 2.5581 2.37027 2.35538 2.17559 2.11523 2.08549 2.04359 3.55184 2.04341 2.85375 2.1337 2.04022 2.03287 4.00216 2.79624 1.96627 1.91884 1.85187 1.75282
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 0.18500000000000003 5.0005279307147701 1.5000000000000002 38.500000000000007 1.0000000180025095e-35 3.885512953955101 3.1307312134163801 1.0000000180025095e-35 1.0000000180025095e-35 5.0315115408785305 51.500000000000007 49.500000000000007 0.97500000000000009 3.885512953955101 1.0000000180025095e-35 1.0000000180025095e-35 4.5377900106069626 0.60776772247360489 0.18500000000000003 49.500000000000007 1.5000000000000002 1.0000000180025095e-35 0.70280062671367027 3.315707808323157 0.60676291793313075 0.39287899982514435 0.68120471014492767 1.0000000180025095e-35 0.17500000000000002 0.17500000000000002 0.60776772247360489 0.18634259259259262 0.6981945348080677 0.17500000000000002 0.58607219827586221 0.2950000000000001 3.9808339139237336 1.0000000180025095e-35 3.6023670017293852 0.64902948861515497 4.702810210776204 0.67879188712522065 39.500000000000007 0.60676291793313075 0.12060606060606062 0.66899038461538474 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.6327695455485052 0.23000000000000004 3.6146226266212111 0.2950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 8 12 21 15 10 -10 11 28 14 31 -1 -3 17 26 19 20 24 22 23 42 45 -26 27 -5 29 38 55 32 33 -14 -23 -34 60 -25 39 -2 41 -17 44 -12 -6 -7 -41 -40 -35 50 -11 53 -53 -49 58 56 57 -8 -44 -22 -28 -20
right_child=3 2 -4 16 6 18 30 -9 9 49 43 -13 13 -15 -16 40 -18 -19 61 -21 59 34 -24 37 25 -27 36 -29 -30 -31 -32 -33 35 48 -36 -37 -38 -39 47 46 -42 -43 54 -45 -46 -47 -48 51 -50 -51 -52 52 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.0017043375975135044 0.014454188378583695 0.039320749673186606 0.03443865553899398 -0.017623247534498281 -0.017915315976147723 0.0015169140785829816 -0.022535273066871898 -0.021725879109698937 0.039634328195623292 0.027627114472432469 0.039918755927772061 -0.032855848969948351 -0.0060400460914540243 -0.022307117407653697 -0.030138094479608302 0.012824151313056613 0.0064032835613494739 0.00086442540491037795 0.0088616060236563661 -0.033963750436350665 0.0043050319977651135 0 -0.0277269744837551 0.026569529155747045 0.0036375467927553936 -0.029277361885537465 0.0074379927678598261 0.017129214759287314 0.015973810891341304 -0.026635966627438119 -0.027933425402880938 -0.021387732421883944 -0.0092436044942688193 0.037419729014155606 0.032540315239364459 0.011002438234872351 -0.023814670082207577 0 -0.0068320844823377171 -0.011181434736699903 0.018385590163836642 -0.018987363682804459 0.022883504948464268 0.0091244721812208194 0.0039952827432296247 0.022506037832097463 0.0063127072433263164 0.01081303445868549 0.013024070783992835 -0.01657603827400685 -0.0062500273474800456 -0.003293731431529646 0.022630429044403315 -0.014291422373704109 -0.010688790478332459 -0.0072747032524959673 -0.0085763059547030243 -0.00072959684787637328 -0.0011836068236924372 0.034523547360487593 -0.01800871042577798 0.034970302045132684
leaf_weight=13.129608333110808 5.3953383788466445 5.3224816694855717 30.825309067964554 19.78324463963509 19.039506703615192 219.05912081897259 65.406983710825443 10.985228441655634 12.914526574313642 3.8279056660831001 4.548457205295561 8.3695431649684888 9.3957890272140521 22.273998908698559 24.279375746846199 4.7119798585772532 8.0263513922691327 10.998081356287001 6.4363403841853124 6.4729720726609221 3.5817764997482282 5.1677809804677945 5.7754035368561736 6.1499066501855824 5.3033970296382886 7.0722675994038582 4.4891026169061643 5.9834076315164557 6.8603244349360457 10.215436607599257 18.862842053174973 4.7823103517293921 23.323080360889435 6.0355486869812003 4.9732544645667076 8.7033818662166578 108.41330405324697 8.1008737608790398 13.067434601485727 52.392639473080635 6.7871840000152579 6.3464793488383293 5.2710284516215342 6.6913174092769623 5.1531685739755622 4.7786372527480117 6.6934951022267333 5.6732532083988207 9.4784527048468572 6.167696025222539 8.4003220014274103 5.0760590210557011 11.393549710512159 5.9877471774816513 6.710169553756713 31.593760043382645 41.153958112001419 6.3938818946480742 5.8905732557177544 5.7892416268587112 5.0523060783743858 4.6201360821723938
leaf_count=77 37 54 502 153 129 1386 440 74 156 43 49 64 60 165 191 39 49 68 67 57 33 31 34 47 34 45 36 42 54 58 156 26 138 47 35 57 927 50 73 333 56 39 35 61 37 36 41 35 63 48 69 30 76 32 36 199 253 46 34 76 41 57
internal_value=-0.00507492 0.00092702 0.0171186 -0.00980005 -0.00679828 -0.00180104 -0.0115914 0.00120205 -0.000254543 0.0147812 -0.00361955 -0.00594291 -0.00985533 -0.00505915 -0.0203802 0.012423 -0.0172953 -0.0185701 0.00189711 0.00103134 0.00200502 -0.0014087 -0.00441965 -0.00183354 0.00109026 -0.0148616 -0.0200981 -0.00925236 -0.00400871 -0.00526873 -0.0160486 0.00112062 0.00318444 0.0120043 0.0161752 -0.0035213 -0.0223969 0.0117326 -0.0031002 -0.00698297 0.0037214 -0.00491261 -0.00660528 0.0225907 -0.0130078 0.00201148 -0.00908382 0.00283639 0.0232522 -0.0025825 0.00414598 0.00755596 0.0143368 -0.00159548 0.0017777 -0.0144197 -0.0163488 -0.0206842 0.00985666 0.0239317 -0.00551355 0.0207321
internal_weight=1021.56 449.494 64.9787 572.064 409.318 384.515 235.643 34.1534 173.675 31.3105 142.365 131.125 121.402 83.9926 37.409 23.1681 162.746 154.719 263.114 252.057 245.584 72.2317 62.0906 56.3152 236.213 12.3757 143.721 25.7667 122.755 115.895 163.411 61.7186 56.9363 24.9098 10.141 32.0265 117.955 14.2508 105.68 64.4815 17.8456 11.0585 42.0644 11.2398 24.1927 223.838 59.0861 41.198 15.514 18.3959 12.2282 28.1306 16.4696 11.661 17.8718 144.549 112.955 71.8009 11.1616 9.37102 9.54141 11.0565
internal_count=7516 3379 764 4137 2821 2615 1562 262 1259 316 943 833 824 556 268 188 1316 1267 1791 1667 1610 468 402 368 1501 79 1199 195 769 715 1094 391 365 170 66 195 1004 97 657 411 134 78 271 110 166 1422 374 246 110 160 112 173 106 67 105 938 739 486 69 109 77 124
is_linear=0
shrinkage=0.03


Tree=56
num_leaves=63
num_cat=0
split_feature=58 24 28 53 26 42 0 0 26 27 28 26 11 26 24 42 42 42 42 3 27 5 49 1 26 0 3 43 3 0 43 1 42 0 17 1 3 48 26 40 11 46 5 29 3 3 0 26 3 9 42 43 40 43 57 57 3 3 4 3 3 48
split_gain=25.2279 13.116 11.3808 9.62792 8.34141 7.81742 21.9979 11.7079 5.38879 5.30635 6.9982 5.68456 4.91822 3.78158 3.69671 5.95495 5.22598 4.88957 3.34175 3.31579 3.13833 3.04545 2.97532 2.67756 2.60593 3.38 3.09773 2.9651 2.86604 2.73236 2.59033 2.3767 2.29957 3.92342 2.38758 2.33804 5.07584 2.28845 2.57608 2.27656 2.1526 2.1049 3.32987 5.1057 2.96411 3.46922 2.14778 1.98915 2.09963 1.94122 1.86623 1.83704 1.76648 1.73022 1.60766 1.60653 1.57537 1.57099 4.00768 1.56966 1.49842 1.48905
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 5.1200721840520744 51.500000000000007 502.50000000000006 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 0.80369124392186542 7.5000000000000009 1.0000000180025095e-35 3.6161845113717574 3.5368030955064285 3.376441577715048 3.7494291764904042 0.43750000000000006 1.0000000180025095e-35 0.046693482230278659 0.32500000000000007 3.4855547771300555 10.500000000000002 49.500000000000007 0.077677224736048281 0.25000000000000006 0.10620300751879701 23.500000000000004 -0.074999999999999969 4.414485388880232 3.5462391892834719 29.500000000000004 1.5000000000000002 4.4557053684909791 0.38750000000000007 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 0.71801725825488583 1.0000000180025095e-35 0.042572463768115944 1.5000000000000002 0.1478384990254171 0.15606708256315469 39.500000000000007 6.5000000000000009 0.48750000000000004 0.17500000000000002 3.443742552530725 -0.27499999999999997 1.0000000180025095e-35 -0.17499999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.14267985856113155 0.46250000000000008 0.2556561085972851 0.12060606060606062 0.5375000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 5 6 9 12 30 10 11 14 56 -5 19 16 17 -16 47 22 -10 60 31 50 25 29 -26 28 -28 -11 52 -1 35 -34 -35 36 -31 38 -17 51 -39 54 44 53 46 -46 -43 -3 -49 61 -12 -22 -2 -44 -25 -8 -7 58 -30 -23 -13 -21
right_child=1 18 -4 13 -6 7 55 -9 20 24 23 21 -14 -15 15 37 -18 -19 -20 49 39 59 -24 41 26 -27 27 -29 57 32 -32 -33 33 34 -36 -37 -38 40 -40 -41 -42 42 43 -45 45 -47 -48 48 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.010529130275642302 -0.00510379200054398 0.015101193169459995 0.016459079585231622 0.0034473506524195022 -0.033717587103932904 0.023480294268844935 -0.037234666685895104 0.042713656919362283 -0.027893965204495986 0.026960038792591064 0.0041504274270913865 -0.01552700493489596 -0.030007211598802559 -0.021963204522304963 -0.010099117571954353 0.030976245209668209 -0.020925518821429259 0.014362799663182428 0.024941327723969363 -0.0062756886579900225 0.010192460030412031 0.015217047828435328 -0.025019223977513463 -0.0006638820600556013 -0.015429451405708346 0.031130189143052042 0.016053891818614691 0.014666780705195148 0.013347876618409806 0.041991206336660952 -0.019170977815306845 -0.0028367141501869984 -0.025239169663630712 -0.0090904941004390661 0.0074436682502110026 0.00011621822406960187 0 -0.020549455457961219 0.0070553714612634696 -0.031412805531798101 0.0040331489646768049 -0.020665685448284732 0.016424144329589746 -0.0044716578159364672 0.023265354264618968 0.0019785812005958469 -0.0016714359261211763 0.0008840206200024024 -0.016220614513082578 0.01131684751567108 0.03251235576590826 -0.013508466053699025 -0.021955537161075869 0.043098575417741362 -0.018794554195112202 -0.013924561775038331 0 -0.012782702556312323 -0.0072407715521238128 -0.0062330415705442385 0.0013671298061749537 0.0093965257444716243
leaf_weight=66.503855343908072 34.731167558580637 5.0959325581789008 8.056632958352564 5.8436110913753501 7.117565006017684 4.0131367333233374 15.952314697206022 8.6882328763604146 66.122013278305531 5.0358130484819403 5.0541603341698629 62.697538830339909 3.740559794008731 30.113392863422632 17.101851422339681 4.4029395654797545 15.923931468278168 12.579230979084967 4.7258634492754927 21.551644489169124 4.1507557481527337 4.6288052275776845 8.1045563332736474 14.159505978226663 10.019076902419327 5.1135570183396331 7.6459459923207751 13.733575638383625 12.540167432278393 5.3658079653978366 41.623109959065914 85.670185882598162 4.5430293008685103 9.8469559215009195 33.018714133650064 7.6820815801620475 4.3797014281153679 4.7082066126167765 57.958974488079548 4.0428207889199248 8.3579017966985685 7.6090250052511719 7.9325155392289171 7.2300310097634783 7.5340404510498038 74.04540615901351 19.884677153080702 17.853571861982349 9.4109804332256299 13.757016219198702 4.3262411057949066 8.0086595602333546 7.0237666741013518 4.1195907071232805 6.732323929667472 4.6839383393526068 5.4115834608674049 12.012800291180609 25.341844830662012 7.9443688727915287 4.376155622303485 6.8897028863430014
leaf_count=463 256 35 52 39 57 43 114 92 610 58 35 464 22 231 97 37 94 93 34 130 36 37 52 83 62 54 58 103 88 42 321 606 27 67 253 45 28 36 494 36 61 50 66 54 76 524 156 116 52 91 34 71 49 43 35 34 43 69 177 55 31 45
internal_value=-0.00495731 -0.0141945 -0.0176512 -0.00252338 -0.00180163 -0.00148627 -0.00201843 0.016085 -0.0193637 -0.0011277 -0.00249429 -0.00459963 -0.00141542 -0.0176714 -0.00280391 0.00130311 -0.00717366 9.41098e-05 0.00184776 -0.0052874 -0.0249115 -0.0117931 -0.00726387 0.00281779 0.00374342 0.00776908 0 0.00222902 -0.000676179 0.00588981 -0.0137676 -0.00624728 0.00408316 0.000508881 0.0034816 0.0133499 0.0229662 0.00651305 0.00893379 -0.0121825 -0.00454886 0.00178375 0.00325463 0.0147065 0.00115204 0.00406992 -0.00725613 -0.00147299 -0.0048767 0.002077 0.0182629 -0.00489841 -0.00817265 0.0265863 -0.00691372 -0.0324162 0.00969667 -0.00341355 -0.000233404 0.00130868 -0.0143348 -0.00223062
internal_weight=1014.47 210.845 173.759 803.628 767.671 760.553 738.7 21.8535 165.702 718.063 561.784 403.157 13.1653 35.957 323.51 121.033 45.605 29.6811 37.0863 202.477 82.3242 79.6469 160.279 158.628 156.279 74.9857 81.2934 71.2743 57.5408 69.8721 83.378 152.174 64.8363 47.4087 42.8657 17.4276 9.74551 75.428 62.3619 16.2022 13.0661 149.247 128.355 19.2821 109.073 81.5794 27.4937 32.3605 27.2646 42.1984 9.3804 12.1594 41.7549 12.0521 20.8918 20.6363 9.42472 49.8948 37.882 12.5732 67.0737 28.4413
internal_count=7516 1668 1431 5848 5578 5521 5321 200 1379 5173 4042 2886 108 270 2299 912 284 190 237 1387 753 587 1121 1156 1131 574 557 495 392 520 626 1069 462 347 320 115 70 628 531 143 97 1087 969 163 806 600 206 203 168 266 69 107 305 109 118 148 86 334 265 92 495 175
is_linear=0
shrinkage=0.03


Tree=57
num_leaves=63
num_cat=0
split_feature=32 31 45 5 58 31 26 4 26 31 45 45 34 26 26 26 43 4 31 14 14 31 26 40 49 28 32 26 21 14 1 28 34 58 26 45 3 4 43 4 28 1 45 1 4 5 14 3 1 32 45 45 26 14 9 1 1 14 32 12 3 1
split_gain=29.7415 17.3513 14.873 15.7612 12.9679 13.5582 12.4298 9.44776 8.99925 8.61216 11.5261 6.51116 9.76241 6.22733 5.54609 6.18825 6.18433 4.78296 3.92529 3.62992 3.02797 2.91322 3.4475 2.88073 3.65167 2.74701 2.68143 2.67246 2.66135 3.26619 3.06843 2.65295 3.7453 5.7239 2.61389 2.59544 3.98154 3.38841 2.93419 2.77691 2.57251 2.56861 2.53373 3.75321 2.48558 2.47304 2.37486 2.71198 2.33027 3.50397 8.36925 5.87076 4.95032 2.32656 2.26982 2.98427 2.24668 2.03178 2.02359 1.95209 1.86422 1.75654
threshold=1.0000000180025095e-35 0.16000000000000003 1.5000000000000002 0.01941930618401207 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 0.52142857142857157 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 6.5000000000000009 3.5000000000000004 -0.22499999999999998 0.52142857142857157 0.12000000000000002 0.67033365570599623 0.66185031185031196 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 0.15500000000000005 1.0000000180025095e-35 0.16500000000000004 6.5000000000000009 0.38245561072500711 0.62693960372403923 3.578938214467795 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.5000000000000002 0.13723808562876269 0.22540322580645164 -0.22499999999999998 0.42476927252985891 1.0000000180025095e-35 3.7253934147262187 1.5000000000000002 4.8341389671286441 0.32697368421052636 0.3943381180223286 0.67759856630824389 0.19803921568627456 3.6278900514789654 0.18500000000000003 1.5000000000000002 0.89181286549707617 10.500000000000002 0.66115363586659381 0.37500000000000006 3.7442656022803047 3.7102318827680185 0.62414383561643849 0.17500000000000002 0.22500000000000006 0.13723808562876269 4.8531873157228071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 -4 5 8 18 27 17 10 25 12 -7 48 15 -6 21 35 31 23 -9 22 26 24 -14 -8 -16 28 29 30 -3 32 33 42 40 37 39 41 -39 -37 -13 58 53 -44 -20 59 -34 -48 -10 50 -50 -51 -53 -1 55 -36 -21 -25 -2 -29 -52 -57
right_child=4 2 3 -5 14 11 9 20 13 -11 -12 34 19 -15 16 -17 -18 -19 44 56 -22 -23 -24 57 -26 -27 -28 45 -30 -31 -32 -33 46 -35 54 36 -38 38 -40 -41 -42 -43 43 -45 -46 -47 47 -49 49 51 60 52 -54 -55 -56 61 -58 -59 -60 -61 -62 -63
leaf_value=-0.012696024375596089 0.015053917759040974 0 -0.023910473049486038 0.029562184604491691 -0.014767641452170159 -0.034068247554003415 -0.020779812212829027 -0.0016188709198014745 -0.012450908886829998 -0.038204996340216402 0.03559249442483791 -0.035162289965522529 0.027052734648982796 -0.032572968105874449 -0.02441571979948598 0.020626843701435041 -0.026002060176781482 0.034773945932578584 0.0046933099760048174 0.0018157085707267069 0.034964942248756244 0 -0.022354322101994676 0.014144287380581589 -0.0028881558972868849 -0.0024924350764838218 -0.0034070399220518556 0.013455142588688544 0.0090557109891708284 0.0030369605003373046 -0.029619090463444676 0.010423490850833019 -0.028245633058661769 -0.021274922070944609 -0.02332055553123754 0.016379499894341367 0.034849305740273166 0.0017824646825612906 -0.020352312891643989 -0.015398230986604363 -0.011459737010866351 0.025342136504274169 0 0.036070851654526677 0.033768239441409303 -0.015071421615077355 -0.016211660021484914 0.0084729072756452011 -0.0026603471738922799 0.018484281836514606 0.013505432795801641 0.0067646933168339493 -0.023108530778285598 0.0041686415259219629 -0.023475176546162182 -0.0066462211880218879 -0.018878098926061519 -0.0081428150109577567 -0.0034337897472247404 0.0021889943850855473 0.043077861182843298 -0.014327876834429655
leaf_weight=9.4491038545966131 8.3734560087323224 4.7591217011213365 5.4807386994361869 35.573288403451443 11.312779150903227 7.3654170557856551 29.41676502674818 2.1352388113737097 21.209847286343575 14.134671472012995 4.0622403174638739 10.434833146631718 11.00394696742296 7.1588015630841246 7.1269747763872138 7.0180509537458411 61.059006031602621 5.4389331340789786 8.7785987928509694 8.9164232164621371 10.057650588452814 12.840157970786093 33.669257037341595 5.4058723226189622 4.8889952674508104 10.974661186337469 25.856428019702435 15.201548121869562 6.4238257631659499 7.621529594063758 10.066201470792292 11.617921963334082 7.7981640174984959 9.8233695030212385 17.052354596555233 6.0198238529264909 6.1121213585138312 13.226314086467029 8.4023338854312879 3.7983085960149765 8.7573480531573296 6.5464670285582534 5.2436515353620035 4.6322424933314323 4.0839282870292655 6.6661470830440512 11.061612129211428 5.7082224637269965 33.091694988310337 5.388387173414233 5.0074019730091077 6.3364499285817173 18.436751417815685 30.792937628924847 16.765681695193052 76.862484686076641 8.768047481775282 10.466327220201491 13.056505769491196 174.24962825700641 4.5638743340969086 46.423347651958466
leaf_count=60 56 31 45 495 87 58 232 16 131 87 41 74 78 66 63 46 547 75 57 59 162 78 315 38 29 77 180 109 43 50 57 83 41 73 112 64 81 90 53 31 55 47 40 40 38 35 66 36 208 35 38 48 120 206 135 516 49 61 75 1159 41 298
internal_value=-0.00483156 0.000947524 0.0055511 0.0221968 -0.00940768 -0.00652992 -0.00665768 0.00262832 -0.000108519 -0.0177796 -0.0110087 -0.0112427 -0.00227397 -0.0058825 -0.0166931 -0.00081653 -0.018717 0.00803296 -0.000602411 0.00245903 0.0281514 -0.0129948 -0.0155086 0.00859801 0.017548 -0.0159956 -0.00824715 0.00119471 -0.00724377 -0.0122121 -0.0203868 -0.00274665 -0.00464838 -0.000487824 -0.0140932 0.00562334 0.0161364 0.00207546 -0.00664931 0.00342486 -0.024886 0.00903287 0.00353568 0.0169925 0.0147598 0.00247363 -0.0144712 -0.00745497 -0.00372207 -0.00107053 0.00436223 -0.00893081 -0.0152344 1.71403e-05 -0.0127066 -0.0113458 -0.00820527 -9.724e-05 0.00358503 0.00313786 0.0288136 -0.00960586
internal_weight=1009.97 445.813 278.235 41.054 564.161 405.279 167.578 237.181 172.167 58.5883 44.4537 233.111 56.815 101.193 158.883 18.3308 140.552 70.9743 108.99 49.4496 12.1929 79.4928 66.6527 31.7651 15.8929 40.3914 32.9834 224.988 28.8707 22.4469 14.8253 96.1272 84.5093 59.9413 176.296 65.5353 15.9303 49.6051 21.6286 9.81813 19.1922 27.9764 50.1179 9.87589 12.8625 196.117 24.568 16.7698 94.0344 72.8246 42.663 30.1616 24.7732 40.242 157.104 140.338 17.6845 15.8722 21.43 189.451 9.57128 123.286
internal_count=7516 3379 2202 540 4137 2821 1177 1662 1259 437 350 1562 372 687 1316 133 1183 572 740 314 178 636 558 206 107 309 243 1484 181 138 88 645 562 419 1190 497 176 321 143 95 129 178 346 80 95 1303 143 102 621 490 287 203 168 266 1061 926 108 99 131 1268 79 814
is_linear=0
shrinkage=0.03


Tree=58
num_leaves=63
num_cat=0
split_feature=32 31 45 5 0 58 31 26 26 31 45 45 34 26 26 28 31 26 53 0 42 31 26 32 1 14 42 58 54 40 49 26 32 28 1 28 34 58 42 42 14 42 0 49 14 3 47 32 42 5 26 50 14 1 0 14 1 1 3 12 50 0
split_gain=28.2755 16.4159 14.2918 15.0978 12.5988 12.4864 12.8964 11.8959 8.67546 8.39221 10.9991 6.2042 9.41557 5.90891 5.33298 6.05426 6.18128 5.85722 3.87459 3.74381 3.74039 3.72455 3.66568 4.37199 3.43515 3.41895 3.26006 8.03835 2.99907 2.70922 3.44886 2.66862 2.65639 2.64267 2.50636 2.50525 3.54748 5.45946 3.08356 2.43122 2.43044 2.43026 2.40523 8.60353 2.26226 2.57245 2.21626 2.33242 2.15492 2.13931 2.38716 3.02616 2.71546 2.13423 1.96287 4.4646 2.7582 2.59574 1.95508 3.21196 3.14788 2.53934
threshold=1.0000000180025095e-35 0.16000000000000003 1.5000000000000002 0.01941930618401207 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 12.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 21.500000000000004 5.0005279307147701 0.12000000000000002 9.5000000000000018 0.16500000000000004 5.0018125608632671 0.67033365570599623 3.885512953955101 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.15500000000000005 9.5000000000000018 0.33500000000000002 1.0000000180025095e-35 4.5533537917988118 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.9451995762684859 5.0315115408785305 0.66115363586659381 3.6495906236714224 51.500000000000007 0.37500000000000006 0.67759856630824389 0.19803921568627456 2.5000000000000004 0.16500000000000004 5.1684068730115156 0.39208074534161497 6.5000000000000009 2.7815080780430619 0.62414383561643849 3.7102318827680185 27.500000000000004 0.69133291614518166 3.6712391892834719 4.4890211516737262 0.48750000000000004 0.57500000000000007 1.7585441243211084 31.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 -3 6 8 21 13 10 26 12 -8 19 17 16 22 -7 28 -2 24 35 23 -16 46 29 27 -9 31 30 -14 33 -25 -13 -28 36 37 38 40 -15 -1 -23 49 -44 -38 -46 -21 -48 -45 50 51 -6 -53 -27 -42 56 -56 -57 59 60 -52 -62
right_child=5 2 3 -5 42 14 11 9 -10 -11 -12 18 25 39 15 -17 -18 -19 -20 20 -22 41 -24 32 -26 53 34 -29 -30 -31 -32 -33 -34 -35 -36 -37 44 -39 -40 -41 54 -43 43 48 45 -47 47 -49 -50 -51 58 52 -54 -55 55 57 -58 -59 -60 -61 61 -63
leaf_value=-0.013223173064923523 0.034209367809996116 0.035193301189070166 -0.023456301027649319 0.02915238011956299 -0.01731377912565803 -0.014471980282326005 -0.033844327796452266 0.006113747387933223 -0.032396945493049709 -0.037864911209429475 0.035069480662955121 -0.035052571815562331 0.026266834464548593 -0.0048013519226310772 -0.029419357803523071 0.0061899890424834273 0.0010478100380334184 0.020025864532832553 -0.02723724342875471 0.019555206842384629 0.030003773348653309 0.00155144685873114 -0.026743018970959456 -0.0066495634383066373 -0.023313889505261809 0.0017618902083900029 -0.032145802140915419 -0.029448575707804854 -0.032972988405273622 -8.0816628942225496e-05 -0.0028049603196450487 -0.0097539586392772267 -0.032123173243657342 -0.0093825903037577322 -0.0028662503472668644 0.010117448860019104 -0.027621145701989289 -0.020933409526100653 0.023732569191692966 0.016633897404447377 0.02029536726395673 0.028627036985856801 -0.038408690728730786 -0.0034588321913966058 -0.015825679606361363 0.0082228000390562432 0.018265028426884457 0 0.032010994831242444 -0.013425270366357867 -0.014120271928849473 -0.0057519234037688568 0.020846412724426552 -0.018419037318500333 0.027032696580847896 -0.020730796704056212 0.001115829855135719 0.0055782446443128336 -0.0016465307859029612 0.029941525972886109 -0.0034617149507540006 0.0076580771424051546
leaf_weight=8.7832448594272119 4.4342816211283198 9.9979611262679082 5.4239948615431777 35.002654787153006 11.622496575117113 11.20334302634001 7.1956151127815238 13.988039337098598 6.985473930835723 13.840028718113897 4.003020927309989 8.219797283411026 10.999236047267912 88.877222336828709 15.02820563316345 8.024506524205206 10.97271431237459 7.0178057849407187 17.953388180583715 8.5977500006556493 5.192521419376134 7.0577464029192907 67.151197612285614 33.337645567953587 3.7047962993383399 8.9191853627562541 12.93586438149214 9.2023511230945587 6.147035486996173 15.858691014349461 4.8889165818691263 134.52607960253954 4.2041691169142714 8.0894522070884705 3.9248197898268691 11.616344496607779 7.7406379207968738 9.6894274652004224 5.7550159767270079 4.7314074262976638 5.5613930895924559 5.7452331632375717 5.5297136902809125 2.7022737264633179 10.997321404516699 5.7114234790205947 7.3319776207208625 41.401666779071093 2.6576927378773689 7.7065186798572531 7.3303829059004775 10.116952985525129 4.8896524980664244 8.7226581200957281 6.2527036070823732 9.0608934387564641 9.9155099689960462 4.7230802029371253 45.414550043642521 4.5434193536639205 21.589754737913609 102.72212298959494
leaf_count=57 67 165 45 495 65 87 58 93 66 87 41 56 78 584 138 49 68 46 156 63 67 45 654 240 30 59 112 76 51 99 29 877 34 50 28 83 41 73 44 37 48 50 48 26 66 36 55 290 35 41 42 62 36 49 46 52 65 34 275 34 127 706
internal_value=-0.00471967 0.000923804 0.00540585 0.0218655 0.00255473 -0.00920337 -0.00637651 -0.00650091 -9.8289e-05 -0.0174623 -0.0107749 -0.0109906 -0.00221862 0.00127642 -0.0164028 -0.0184068 -0.01997 -0.000786387 -0.0137879 0.00784045 0.00588694 -0.000581491 -0.0219449 -0.0156242 0.00364598 0.00238596 -0.0156575 -0.00787262 -0.0121789 0.008345 0.0170246 -0.0112492 -0.00981634 -0.0229515 -0.0257953 -0.00267404 -0.00452986 -0.000472986 0.00343605 -0.0036208 0.000569483 0.0144163 0.00105993 -0.012501 -0.014115 -0.00725049 0.00556743 0.0029072 0.0135683 0.00178251 0.00238647 -0.00588665 0.00268033 -0.0079745 0.00420364 0.000902011 0.011713 -0.0113361 0.00363775 0.00544375 0.0045086 0.00567621
internal_weight=1003.47 443.754 277.25 40.4266 236.823 559.717 402.777 166.504 171.257 57.8941 44.0541 231.52 56.5843 164.272 156.94 138.718 130.694 18.2211 174.936 70.663 66.2287 108.61 119.721 52.57 61.0362 49.3887 40.0511 23.1904 156.982 31.7468 15.8882 150.835 37.5418 16.3092 16.8607 95.807 84.1907 59.7413 50.0518 93.6086 44.2968 12.803 226.826 10.8897 24.4494 16.7087 57.3314 48.7336 5.35997 215.936 208.229 26.6291 15.0066 17.6418 35.5136 29.9522 16.1682 13.784 181.6 136.186 131.642 124.312
internal_count=7516 3379 2202 540 1662 4137 2821 1177 1259 437 350 1562 372 1193 1316 1183 1134 133 1190 572 505 740 1066 412 438 314 309 169 1034 206 107 983 274 106 140 645 562 419 346 621 302 95 1497 109 143 102 408 345 61 1388 1347 163 98 108 245 197 111 86 1184 909 875 833
is_linear=0
shrinkage=0.03


Tree=59
num_leaves=63
num_cat=0
split_feature=32 13 31 31 31 50 34 53 5 1 45 35 4 31 3 43 50 41 3 31 14 5 5 13 32 31 1 1 1 14 45 5 4 43 34 14 1 50 32 14 35 5 9 45 1 4 45 2 1 14 31 4 5 31 50 14 43 50 14 14 21 50
split_gain=26.8509 20.1691 17.8098 10.6908 8.78184 5.41802 9.59276 5.05994 6.484 3.94707 6.3723 3.42957 8.80211 5.68684 5.84335 4.30924 4.27132 4.04129 3.75838 4.80614 3.21876 3.20097 9.95017 6.96918 3.19045 3.17462 3.06638 2.90524 5.28245 2.87995 2.76451 3.21578 4.8575 2.98509 2.7365 3.5996 2.64065 2.64057 3.20271 2.6742 2.62084 4.59632 2.59539 4.48478 2.45807 2.43049 2.35727 2.37784 2.35127 2.32011 2.20778 3.70518 3.91096 2.74978 3.32889 2.1855 2.17975 2.17674 2.14668 2.93819 2.09724 2.06521
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 0.12000000000000002 1.0000000180025095e-35 3.1307312134163801 1.0000000180025095e-35 1.0000000180025095e-35 0.046693482230278659 4.8992177298359794 0.97500000000000009 1.0000000180025095e-35 0.27475490196078439 1.0000000180025095e-35 0.31936274509803925 -0.22499999999999998 2.533010400260828 1.0000000180025095e-35 0.13723808562876269 1.0000000180025095e-35 0.59924242424242435 0.025657894736842109 0.01941930618401207 1.0000000180025095e-35 0.16500000000000004 0.16000000000000003 3.6253934147262181 3.6967622390330521 4.5408290460017566 0.69416099773242645 0.69117647058823539 0.3133928571428572 0.28165064102564108 -0.22499999999999998 1.0000000180025095e-35 0.61811868686868698 3.7442656022803047 3.315707808323157 0.17500000000000002 0.63603896103896107 1.0000000180025095e-35 0.31142241379310348 0.37500000000000006 0.97500000000000009 4.9210538951294289 0.3246621621621622 1.0000000180025095e-35 3.5000000000000004 4.847533523467404 0.64530791788856312 1.0000000180025095e-35 0.28269230769230774 0.24190177638453506 0.16000000000000003 3.2806961417784364 0.51167800453514756 1.0000000180025095e-35 3.3536489182451987 0.60776772247360489 0.68533452807646367 0.40781721329356901 2.7815080780430619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 27 5 -3 -7 8 11 40 55 13 15 26 36 16 -13 -18 48 61 -17 22 23 -5 -16 -24 58 29 46 -1 31 32 -23 -32 35 -30 -15 38 -26 -40 50 -42 -35 -44 -37 -38 47 60 -14 57 51 -10 -53 54 -52 -11 -45 -28 -2 -60 -29 -20
right_child=7 2 -4 21 -6 6 -8 -9 9 10 -12 12 18 14 24 20 17 -19 19 -21 -22 30 25 -25 37 -27 49 28 34 -31 33 -33 -34 42 -36 44 45 -39 39 -41 41 -43 43 56 -46 -47 -48 -49 -50 -51 53 52 -54 -55 -56 -57 -58 -59 59 -61 -62 -63
leaf_value=0.0018928537150410456 0.0059923709070206993 0.038705679709733071 0.033978111706437671 0.0023585571879212019 -0.020754302373032697 0.024232210770263309 -0.019532144459796813 -0.022638687657891607 0.027176972376104933 -0.033469756144028036 0.013556888645857223 -0.025611092478727001 -0.019836728745371037 -0.02712829652135032 0.020936085259063968 -0.0021084246054760172 -0.0047335599434514966 -0.023584708925359667 0 -0.0052801075981243626 -0.024093865087428869 -0.012063103280856378 -0.0051205807000699877 -0.033862889611040947 -0.018743495312909302 0.027400651528568035 0.0028058748368679936 -0.033340479349742436 -0.01223797767607001 -0.015701516603684847 0.0074603550525568323 -0.0069827871533783125 0.018406667119418144 -0.0242259493156557 -0.01381197402728572 0.0028223539681652282 -0.025773928056559276 0.0078661236782811925 0.017127163284995875 -0.0079715025264228325 0.021969843306917723 -0.012084592587404847 -0.028434135356428865 -0.0048433022000241186 0.031933564376488775 -0.010689247472832349 -0.027540063235068055 0.0045604485825874747 0.001735463542067375 -0.0035537581277477505 -0.0031894248948702913 0.014385033893893083 -0.023163370934925213 0.0050134275205140112 -0.031827807935569261 -0.0068178162748603055 0.027040934625480125 0.020762357487770566 -0.016766961393096476 0.0044676500719076865 -0.010449382657746 0.026692532762189067
leaf_weight=31.079833924770355 6.8743475824594489 5.160581141710284 28.716078776866198 161.59019837528467 10.447934277355669 9.5017987787723541 8.1408367976546288 23.812950618565083 5.6986736059188834 8.1342323422431964 5.5768478512763968 16.023235041648149 11.64685918018222 15.38607796281576 4.4586419612169257 7.3544961363077155 58.872695583850145 12.640368569642304 3.6814999431371715 15.697248011827467 61.441610671579838 6.3056599497795132 2.7359852641820934 4.7141747251152983 16.113182939589024 18.664167080074549 23.815405257046223 5.5297175645828309 7.2467227354645756 11.048168040812014 6.0702934712171581 21.041311152279377 15.576847128570078 13.235251486301424 12.909934662282465 7.6697718277573568 12.061064235866068 10.264447465538977 5.3092169091105488 12.243336535990236 13.083463769406082 4.4816780537366858 4.0490116328001005 3.512218602001667 4.2658814266324043 70.333891458809376 19.296173833310604 5.0952847376465789 6.5530408062040797 31.043325137346983 11.229846879839902 5.1109463013708574 4.4301691353321075 11.902645260095595 5.692798823118209 5.302451714873313 3.3970774486660957 8.5242573469877225 24.623529393225912 7.0488120019435874 14.309102125465868 9.0873598307371122
leaf_count=226 43 54 502 1044 74 91 43 196 43 58 43 130 73 102 34 57 472 104 32 105 564 35 19 33 116 218 171 36 46 70 52 117 103 68 77 48 78 71 37 69 103 24 40 28 34 469 163 31 53 234 75 43 22 77 32 31 34 72 160 50 93 94
internal_value=-0.0046119 0.000900063 0.0167482 -0.00168045 0.00157472 0.0121577 0.00370918 -0.00899992 -0.00836958 -0.000454726 -0.0123946 -0.00977041 -0.0127062 -0.00733588 -0.0111331 -0.0161185 -0.0115113 -0.00820576 -0.00112669 0.00552847 -0.0218434 0.00169444 0.00378405 0.00125632 -0.00244403 0.0229562 -0.00182071 -0.00915469 -0.0126604 -0.00263195 -0.00357872 0.00119649 0.00932506 -0.0105118 -0.00313957 0.00380191 -0.015358 -0.00503706 -0.00917154 0 0.00315997 0.012905 -0.0152913 -0.00372171 0.0140761 -0.0130271 -0.0193881 -0.0126718 -0.0118089 0.00216236 -0.000629794 0.00838456 -0.00255127 -0.00562729 -0.0134331 -0.0236465 0.0103089 0.00782185 -0.00850235 -0.0118545 -0.0173984 0.019155
internal_weight=996.865 441.31 61.9672 379.343 33.2512 22.8032 17.6426 555.555 531.742 80.6438 19.0135 451.098 202.998 248.1 146.17 156.332 87.5363 71.5131 46.666 28.4661 68.7961 260.892 187.705 166.304 48.3888 21.4002 101.93 118.451 76.3226 42.128 73.1877 42.9238 21.8825 30.2639 32.0923 19.1824 97.781 43.9302 33.6657 17.5526 61.6302 17.5651 24.1936 10.9583 11.9357 82.395 44.2303 24.9341 18.1999 63.383 44.0651 15.2398 9.54112 28.8253 16.9226 13.4367 6.9093 32.3397 38.5467 31.6723 19.8388 12.7689
internal_count=7516 3379 764 2615 262 188 134 4137 3941 551 132 3390 1684 1706 976 1327 706 576 357 231 621 1791 1314 1077 327 237 730 824 528 296 477 255 138 222 205 128 649 293 222 106 419 127 170 102 82 547 323 160 126 477 292 108 65 184 107 89 62 243 253 210 129 126
is_linear=0
shrinkage=0.03


Tree=60
num_leaves=63
num_cat=0
split_feature=32 31 58 31 26 26 31 4 42 26 53 26 26 43 26 5 5 3 1 4 26 4 34 42 31 42 4 11 50 26 42 50 40 28 27 11 34 42 4 26 50 1 43 9 43 3 27 32 26 26 1 42 4 42 42 50 54 5 26 60 43 9
split_gain=25.4563 14.7124 11.5742 11.7469 11.3031 8.32948 8.09999 7.8536 6.22901 5.57415 5.4025 5.60861 5.16262 5.96197 5.56507 4.9938 19.2037 7.17814 4.97807 4.47797 4.20466 4.47919 6.61439 3.6798 3.52957 3.51212 3.45569 3.98121 3.42378 3.33934 3.66794 3.21756 3.18013 3.05741 3.3278 2.85864 4.13444 5.48921 3.31832 3.06029 2.85092 2.77645 2.8872 2.70948 4.61292 2.68043 2.62479 2.74925 2.57547 2.67858 2.52273 2.4401 2.39554 2.39226 2.2171 2.18992 2.40244 2.13298 2.35082 2.10496 2.1002 3.03643
threshold=1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 12.500000000000002 1.0000000180025095e-35 0.52142857142857157 4.6335050209865809 8.5000000000000018 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 -0.22499999999999998 3.5000000000000004 0.01941930618401207 0.025657894736842109 0.13514669502693458 4.8131109377704355 0.52142857142857157 14.500000000000002 0.23205128205128209 1.0000000180025095e-35 5.0005279307147701 0.12000000000000002 5.0315115408785305 0.39287899982514435 0.80039597484269975 3.3723414149732767 13.500000000000002 4.5857127646281493 2.533010400260828 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.92486201952626634 1.0000000180025095e-35 4.6907213539591348 0.49509803921568635 6.5000000000000009 3.4150731631156739 5.0796373003381596 -1.0000000180025095e-35 0.17500000000000002 -0.27499999999999997 0.19803921568627456 1.0000000180025095e-35 0.17500000000000002 11.500000000000002 10.500000000000002 3.6278900514789654 5.134415438056247 0.32697368421052636 4.4769884613371618 5.0315115408785305 1.7585441243211084 1.0000000180025095e-35 0.39208074534161497 10.500000000000002 1.5000000000000002 0.074999999999999997 0.27500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 24 9 8 15 33 19 11 -5 14 31 -4 17 -17 -3 28 23 21 22 -13 26 35 41 43 -28 57 51 -31 -14 46 34 -6 36 37 38 59 45 -19 42 -20 44 -2 -38 48 -48 49 -33 -42 55 -26 -9 -11 -23 -57 58 60 -1 61 -18
right_child=2 7 12 10 6 -7 -8 53 -10 54 -12 20 13 -15 -16 16 18 40 25 -21 -22 29 -24 -25 52 -27 27 -29 -30 30 -32 32 -34 -35 -36 -37 39 -39 -40 -41 50 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 56 -58 -59 -60 -61 -62 -63
leaf_value=-0.0091040514783086966 -0.024643258111169759 -0.021200895762408429 -0.013928937577675195 -0.034737827831394487 -0.024868955598916703 -0.032190813728240529 -0.037411172476662383 0.034355947371161245 0.024757053402011151 -0.0046218706492603305 -0.026728289136838737 -0.032384444271563236 -0.025330086895535245 -0.025198924325443458 0.019834643370766621 0.030973074110556435 -0.013404641156237896 0.0009243871266878097 0.0085532112911462094 0.034084739348383915 -0.03321702583490041 -0.025597180041167126 0.0040107616195623067 0.029549726414163573 0.0043296142911285499 0.013107667061275757 0.0012132424443474584 -0.032075714939833418 -0.010992100032342796 0.021546920440876981 -0.0096099563344807012 -0.009780633167394439 -0.024283733342980771 -0.00033989016126281742 0 -0.014436927690932296 -0.021565432764751803 0.024172889703112928 0.024279143717354696 0.010056213683756081 0.026084011826379979 -0.032762918682381695 -0.017843532752171758 0.012587376583386857 0.0082551008205295571 0.00098902376920401527 0.02191732551380117 -0.0084480797853817013 -0.022894884348650828 0.0098456617422715241 0.0015959871204040794 0.0089543477649212475 0.03304122285245515 0 0.015883402437698965 -0.0099141819688950868 -0.032239047533523454 -0.0073677003992971939 0.021016100718959745 0.0047503651008845042 0.017229202858391243 0.013806527103758634
leaf_weight=22.015264250338078 5.4591206833720234 12.307862937450407 11.00180768966675 7.3832458555698386 21.783399865031246 6.7808995097875586 13.424661263823507 10.236335892230271 3.8157150223851195 88.563613303005695 17.312024638056755 4.7828018665313712 14.041500266641377 57.96982217207551 7.0135138779878607 26.604261118918657 8.0602654889225978 128.94724806025624 5.6971386671066311 5.2246012091636649 5.7924112454056731 10.606581732630728 45.289090149104595 5.063763339072465 8.7589211910963041 4.6302741914987555 8.9424167312681657 4.5884644314646712 7.8578614629805079 5.9174932613968831 7.2119668126106262 25.387228049337864 10.401452135294674 11.283904001116751 6.2499887943267813 14.971483282744883 15.337168976664548 10.175063282251356 4.298366352915763 5.0938116312026969 8.0190868899226206 5.6334206759929648 9.1505352556705493 29.43770045042038 11.470688804984091 6.0889822617173186 5.4244181104004365 4.6222645491361618 9.6052121892571432 7.8358638249337664 8.1128860637545568 4.6489290520548812 4.0082735642790785 2.4853929281234732 4.7082966491580001 114.93339302390814 4.6421606540679923 5.0862134471535674 16.748494397848845 16.993344433605671 8.7259258069097978 6.4141955748200408
leaf_count=150 28 77 87 53 188 66 87 177 34 584 156 40 118 547 46 379 51 823 36 75 47 67 295 67 57 52 67 33 56 42 46 193 89 84 44 93 87 82 41 37 64 55 48 228 74 37 46 37 79 74 54 32 38 20 37 745 39 28 147 118 65 70
internal_value=-0.00450341 0.000875838 -0.00879077 -0.0060677 -0.00620463 -6.53161e-05 -0.0170424 0.00513366 -0.0104209 0.00126842 -0.0105091 -0.00912723 -0.0158176 -0.0178252 -0.000381646 0.00397759 0.00905506 0.000557521 0.00144286 0.00767022 -0.00813697 -0.00734034 0.000299981 0.00535565 -0.000438825 -0.00941132 0.00311894 -0.0099412 0.00672502 -0.00996335 0.00409502 -0.0121685 -0.00908273 -0.0140948 -0.0193772 -0.00249231 -0.000151775 0.00457206 0 -0.00986566 0.00247135 -0.01487 -0.00733715 0.00708529 -0.00216678 -0.0149285 -0.00589914 0.00746908 -0.00919465 -0.00494092 0.0143065 -0.0113808 0.0141769 0.0280479 -0.00349082 -0.0121656 -0.0108834 0.00998392 0.0123682 -0.00292217 0.00574263 -0.000913616
internal_weight=991.078 439.016 552.063 398.76 164.298 170.24 56.5577 274.717 43.133 163.459 228.52 211.208 153.303 135.288 18.0153 261.996 104.609 157.387 78.0043 70.1868 203.825 198.032 50.0719 64.9622 107.741 25.1114 59.8984 13.5309 52.893 147.961 13.1295 77.3179 63.2764 39.3173 28.0334 94.9735 80.002 53.482 43.307 26.52 145.079 20.4811 14.8477 46.3675 16.9298 21.4262 52.875 10.0467 42.8283 33.2231 16.132 134.831 12.7672 12.7217 93.2719 130.182 119.576 45.0351 39.9489 39.0086 23.2004 14.4745
internal_count=7516 3379 4137 2821 1177 1259 437 2202 350 1193 1562 1406 1316 1183 133 2005 987 1018 608 572 1353 1306 335 497 740 191 430 100 417 971 88 636 518 316 232 645 552 391 309 161 941 139 84 330 102 124 429 83 346 267 118 883 95 197 621 851 784 361 333 268 186 121
is_linear=0
shrinkage=0.03


Tree=61
num_leaves=63
num_cat=0
split_feature=32 58 26 45 53 2 34 57 0 0 26 26 32 26 54 34 47 27 0 26 27 42 25 32 4 42 5 0 42 42 1 49 0 11 11 45 42 27 26 49 41 4 11 21 12 0 11 32 26 58 36 42 47 42 42 47 49 17 37 42 43 42
split_gain=24.191 11.126 9.0106 7.87894 7.79637 7.3974 6.74692 7.36665 6.29856 10.8454 5.1612 5.09966 7.19251 5.48273 4.42555 4.37787 7.93347 3.63059 3.46885 3.46644 3.34282 5.61197 3.33415 3.31157 4.0837 3.71521 3.12803 3.12209 7.17107 4.3988 3.09884 10.1443 3.75196 3.07724 2.5441 3.27869 2.38935 2.37832 3.72772 2.74588 2.37273 2.36569 3.6038 2.33669 3.21336 2.49769 2.20917 6.35428 2.18658 2.0162 4.81056 5.07698 4.32605 2.909 6.42656 2.06685 2.08057 1.93027 1.85436 1.76749 1.60277 1.557
threshold=1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 24.500000000000004 14.500000000000002 9.5000000000000018 0.16500000000000004 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 23.500000000000004 4.5000000000000009 1.0000000180025095e-35 3.584472279689018 1.0000000180025095e-35 0.15000000000000005 0.52142857142857157 4.9725856982405903 0.046693482230278659 51.500000000000007 5.1200721840520744 4.817302015487253 4.8992177298359794 0.19000000000000003 33.500000000000007 0.78862344337608847 0.76204023817427491 0.97500000000000009 3.5065212271721315 1.0000000180025095e-35 11.500000000000002 0.32500000000000007 1.0000000180025095e-35 0.39287899982514435 0.80039597484269975 0.41394502573948233 0.32500000000000012 49.500000000000007 0.9011067411710354 0.17500000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5156344265871389 4.5000000000000009 3.4616029401188846 3.5223737282238914 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.443742552530725 -0.22499999999999998 3.6446542398839057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 8 10 -5 -7 19 48 18 14 12 -3 -14 26 -13 17 -17 -10 -8 22 36 27 -2 25 41 37 29 -29 49 32 -32 40 -24 -23 -36 59 38 39 46 -28 57 -43 44 -39 -46 -4 -48 -1 50 53 -52 55 -11 -55 -51 -57 -25 -21 60 -22 -59
right_child=1 11 4 5 -6 6 7 -9 9 20 -12 15 13 -15 -16 16 -18 -19 -20 58 21 34 33 24 -26 -27 30 28 -30 -31 31 -33 -34 -35 35 -37 -38 43 -40 -41 -42 42 -44 -45 45 -47 47 -49 -50 52 51 -53 -54 54 -56 56 -58 61 -60 -61 -62 -63
leaf_value=-0.0039975106387817368 -0.014469611240820579 -0.022710881189018036 -0.006629968487948416 -0.016666968062308309 -0.026629102908646871 0.022246676499838362 -0.027324419224323777 0.020822757059869332 -0.002680362031696634 -0.0051889354898299626 -0.033052527050109595 -0.027147347047948103 0.017267228808139294 -0.0078645853430612776 -0.032612125042747429 -0.023839423522820299 0.025757540060585105 0.00054264712607837013 -0.029351357935294059 0.012621461140529141 0 -0.013788258156689709 -0.028512368567533294 0.022432557819831757 0.032431743677913002 0.027451843267193635 0.005739257649996248 -0.035753087438977503 0.013071598136594545 0.020820551258821676 -0.033473222369874468 0.021141244454009674 0.021658919489006553 0.00068413949625273167 -0.0011220871182557421 0.023542954193411982 0.032544850314202609 0.010710367763713348 -0.015740899195298058 -0.022505371214377123 -0.0091312605139943475 0.00085316062492269318 -0.031637851123335392 0.012497113416134978 -0.013346188830832309 0.0037463749256111778 -0.0077326012031026653 0.028511338619561916 0.019601161164453165 -0.027679092867747116 0.010505338305961544 -0.024723904605017499 0.0074760324602147843 0.026903007785667767 0.0018540457344339751 -0.001871956069436625 -0.023247348053463138 -0.0031271402014780418 -0.008072657676718397 -0.0049375176099521294 0.022286243660468122 0.0082345535851681972
leaf_weight=3.8756166771054295 8.1608303636312467 25.213861662894487 91.360942989587784 8.2839625179767591 19.355239059776068 34.248852491378784 5.5388258099555996 13.27379936352372 6.7624122202396419 40.424516297876835 6.5707217007875434 45.028356712311506 9.4380661696195585 39.620742648839951 5.5462634935975066 21.532077673822645 4.039770007133483 6.7096758224070063 16.169851720333099 6.1064756028354177 4.5084166303277042 10.656023338437079 7.8323605507612211 4.5996594950556746 4.5380838327109805 5.0920280255377284 24.224543713033199 6.7555930241942388 4.070332758128643 8.1137537658214551 7.9152519255876523 4.6096997335553169 8.4447683468461019 4.7850714698433876 28.638064354658127 5.5526501573622218 6.4102259129285803 9.4115796759724599 53.518277421593666 8.4593500345945341 15.762320347130297 8.3181239552795869 4.3718661963939658 8.3210729584097844 26.967177681624889 9.9523104131221753 12.324828863143923 6.3818572759628287 16.906036771833897 7.4179876968264606 4.7338240072131184 12.757412835955618 11.63853947073221 9.9905058816075307 106.38264778256416 14.74286024272442 5.9271190091967574 22.600273050367832 9.9936374388635159 4.4493166655302039 9.8335431441664714 19.838158532977104
leaf_count=27 66 225 605 66 171 444 30 166 39 240 57 451 61 293 47 198 27 61 116 57 28 70 64 37 69 68 163 55 43 62 46 35 56 29 187 47 49 61 386 53 100 63 32 56 162 69 80 45 226 60 31 71 78 75 693 104 48 132 74 30 70 162
internal_value=-0.00439732 -0.00859356 -0.00592189 0.000857417 -0.00815477 0.00953087 0.0127943 0.00327684 -0.000999501 -0.00200252 -0.00692499 -0.015528 -0.00972064 -0.00285738 -0.00629688 -0.0209903 -0.012103 -0.0178727 -0.021837 -0.0073036 -0.000529483 0.00521695 -0.00219595 0.00319047 0.00539028 0.00331088 -0.00574634 -0.00134714 -0.0169477 -0.000545265 0.000191286 -0.012885 0.00373541 -0.0171338 -0.00103471 0.00282273 0.0164987 -0.00736811 -0.00910733 -0.00604008 0 0.00106791 -0.0101921 -0.00177042 -0.00450453 -0.00858158 -0.00468168 0.00448561 0.0149181 -0.00140198 0 -0.0148393 -0.00748288 0.00166223 0.00409841 -0.0139024 -0.00845289 0.00426296 0 0.0104239 0.0156044 0.00205696
internal_weight=985.008 548.228 396.645 436.78 319.126 77.4456 69.1616 34.9127 359.335 338.553 299.771 151.583 74.2727 49.0588 293.2 77.3099 32.2815 28.2418 22.9323 21.6389 315.621 70.0482 245.573 77.519 69.3582 64.8201 287.654 232.955 10.8259 222.129 60.9566 12.525 48.4316 12.6174 44.8467 34.1907 25.2015 226.697 172.045 118.527 39.9869 59.7281 12.69 54.6521 46.3311 36.9195 110.068 18.7067 20.7817 214.015 174.289 17.4912 39.7265 156.798 116.373 28.088 20.67 47.0381 16.1001 18.7913 14.342 42.4384
internal_count=7516 4137 2821 3379 2192 837 771 327 2542 2289 2021 1316 579 354 1964 737 286 259 155 161 2134 481 1653 629 563 494 1917 1560 98 1462 400 81 319 93 304 234 177 1517 1169 783 263 426 95 348 292 231 730 125 253 1400 1110 102 290 1008 768 212 152 331 131 128 98 294
is_linear=0
shrinkage=0.03


Tree=62
num_leaves=63
num_cat=0
split_feature=58 25 26 26 54 26 24 14 42 0 0 28 11 13 0 42 36 2 26 3 27 37 28 26 3 13 0 42 5 9 14 9 45 26 26 26 14 1 50 50 11 1 28 27 26 14 1 3 26 47 57 36 50 41 50 3 27 26 3 26 14 14
split_gain=19.1871 13.2453 15.7898 13.1034 9.57105 7.57781 7.4362 6.92821 6.88186 18.9622 11.0369 4.76737 4.6645 4.34972 12.8506 24.4876 12.0009 11.3985 8.68478 7.00589 5.54684 5.2975 4.7498 4.13272 3.33183 3.53009 6.08184 4.03519 3.32976 3.06396 3.06229 2.86447 2.82281 2.73059 4.92972 2.72381 2.64476 3.29693 2.4262 2.21841 2.16781 2.81335 2.08754 3.11598 4.70423 2.2692 2.04237 2.0399 2.0156 1.96634 1.70733 1.69172 1.67671 1.59548 2.25701 1.61511 1.5285 1.3561 1.34722 1.27763 3.79039 1.13901
threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 9.5000000000000018 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 0.65604707792207806 5.1200721840520744 51.500000000000007 502.50000000000006 1.0000000180025095e-35 0.80369124392186542 0.90000000000000013 39.500000000000007 3.885512953955101 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 0.097406704617330822 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 0.61250000000000016 1.0000000180025095e-35 49.500000000000007 3.6656344265871388 0.062418346836329859 0.22500000000000003 0.61152570480928703 0.37500000000000006 1.5000000000000002 6.5000000000000009 3.5000000000000004 7.5000000000000009 0.753907203907204 4.3313910159179709 3.0678793895128593 3.4150731631156739 0.92279640132048468 3.5937425525307249 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 0.71973859473859492 4.8006355995216721 0.18634259259259262 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.8153069638604364 1.0000000180025095e-35 2.4194005465518993 0.46250000000000008 1.0000000180025095e-35 12.500000000000002 0.14267985856113155 9.5000000000000018 0.67664992826398873 0.67033365570599623
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 11 5 8 59 -4 9 13 12 33 58 14 15 29 19 20 21 32 22 48 23 -18 25 27 -27 -21 42 36 -19 -17 -16 34 -3 -33 37 -1 -22 -39 41 -8 43 45 -45 -20 -46 -23 -15 -44 -11 57 -47 54 -35 -56 -5 -30 -10 60 -2 -31
right_child=1 3 7 56 -6 -7 40 -9 10 50 -12 -13 -14 18 16 31 17 30 28 24 38 47 -24 -25 -26 26 -28 -29 51 61 -32 35 -34 53 -36 -37 -38 39 -40 -41 -42 -43 49 44 46 52 -48 -49 -50 -51 -52 -53 -54 -55 55 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.018557939219852708 0.0051313618809901455 -0.013177577352544821 0.048741122888818572 -0.029823231903610109 -0.034671642663330601 -0.032905066066487444 0.0085135286849286756 0.0083667149064050525 0.022389320900575292 -0.036519371021854499 0.041823720365001184 0.021516051918766928 -0.029982714434368625 0.010846559342323335 -0.001614740382544918 -0.026297893089084309 -0.010085698660784747 -0.00083411424599116261 -0.012114194741847091 0.0030351741028455553 -0.0070079057940595438 -0.0068707272911702954 0.0032963383949626323 -0.026587447183072623 -0.018553453601264959 -0.036388347165089367 0.00099830532185106631 0.011339021217652737 0.0018611010653410136 0.02607668531512309 0.026260450993803659 0.0093740652389798819 -0.027023116826134425 -0.026718900801155413 0.018765807400868625 -0.017435531960899985 -0.016872211768063878 0.00088049707953227372 0.017738324315712765 -0.016737411462260116 0.017912817838197627 -0.016054985585797002 0.023478069557726799 0.02479633766934692 0.0027466930526238368 -0.0082087750756568174 -0.019674853967043986 0.019147659363800071 0.03663123172528452 0.000706980825178134 -0.012127930973639704 0.023117354333901781 0.010312826437480997 -0.022594023363990783 -0.012729585368991849 0.00072436355064902746 -0.016878064426709558 0.0180439974781701 0 -0.033889001674251386 -0.029638792919914201 0.0050399005134868302
leaf_weight=8.3715727105736715 4.2113089337944984 10.733995899558069 6.0764693208038834 52.713209733366966 7.8886455968022338 6.8119033053517333 7.7051423937082353 11.285022102296351 3.7697692960500735 14.682767227292063 8.2883248776197416 4.1019776314496985 3.6632166504859915 4.8773333504796037 8.0653064697980881 52.032281503081322 25.738175548613071 5.6970626488327971 44.481759879738092 124.42163877934217 7.4718625172972661 7.2960074879229069 8.8028478845953924 34.28654695302248 5.2418180033564559 4.0225452333688727 51.03593460842967 94.944216951727867 30.050365526229143 5.3311898261308652 8.8256719969212991 3.7516893520951298 8.6987690180540085 6.3137671649456015 7.0085034966468802 17.940766457468271 7.9866264760494223 46.386225521564484 6.2073858305811882 7.1879679188132277 5.1741570681333533 8.3972296863794309 3.9795917421579388 6.8582394495606449 10.286491882055996 8.8738041110336798 5.1740066595375529 3.9589325934648514 11.120420232415198 22.213414948433638 4.4325255602598181 5.2841776609420767 8.2649727165698987 15.32777428627014 16.994015809148554 13.54002173990011 13.752086039632557 5.6268841102719298 5.1082194894552231 8.2519868016242981 6.7928387671709061 5.683067798614502
leaf_count=55 30 87 50 539 64 61 52 72 43 114 92 27 22 38 50 366 151 47 380 806 44 59 56 247 28 24 415 630 276 36 73 27 62 50 46 155 43 274 44 38 36 48 44 93 86 75 37 38 156 198 34 57 77 130 131 112 133 56 42 72 53 35
internal_value=-0.00429186 -0.012625 -0.000438943 -0.0175965 -0.00216514 -0.00181687 -0.0107902 0.0232335 -0.00152422 -0.00200819 0.0153686 -0.00875834 -0.00202635 -0.00121925 -0.002549 -0.00987049 0.00031743 -0.0088126 0.00283229 0.00333009 -0.0131663 0.0183546 -0.0166432 -0.0196682 0.00447937 0.00495436 -0.00174638 0.00666356 0 0.00145654 0.0153572 -0.0223585 -0.0153158 -0.0106764 -0.000156622 -0.0124815 -0.000794101 0.00122992 0.00388296 -0.00142515 0.00118914 -0.00397045 -0.00270462 -0.0050438 0.00435588 -0.00854846 -0.00452921 0.00193199 0.0293715 0.0045457 -0.0313582 0.0072937 0.000392933 -0.0141248 -0.0103369 -0.00660245 -0.0272935 0.004667 0.00925442 -0.024211 -0.0159426 0.0160408
internal_weight=979.502 198.38 57.8942 140.485 781.123 773.234 40.5327 17.3615 766.422 745.593 20.8295 74.0201 12.5412 726.478 548.131 154.671 393.46 97.0296 178.346 296.43 82.5068 27.2527 68.8276 60.0247 279.666 274.424 55.0585 219.366 151.094 80.9467 14.5227 73.7247 16.7641 69.9181 17.7425 21.6925 69.9324 61.9458 13.6792 53.5742 21.2765 16.1024 110.132 83.9393 22.3187 61.6205 15.4605 11.2549 15.9978 26.193 19.1153 40.9614 17.1388 52.1756 36.8478 30.534 66.4653 35.6772 8.87799 19.2561 11.0041 11.0143
internal_count=7516 1668 413 1255 5848 5784 291 122 5723 5524 199 583 107 5376 3706 1029 2677 662 1670 2015 542 291 454 398 1903 1875 439 1436 1379 481 120 548 112 556 133 182 410 367 88 312 136 100 990 748 216 532 123 97 194 242 148 389 152 423 293 243 672 332 85 155 83 71
is_linear=0
shrinkage=0.03


Tree=63
num_leaves=63
num_cat=0
split_feature=32 13 31 58 31 13 34 31 13 32 26 31 42 26 0 58 26 34 42 42 14 26 31 32 26 42 0 0 32 0 42 26 32 42 13 5 9 42 32 53 4 34 14 36 40 14 26 14 42 42 14 40 42 26 0 26 48 14 35 42 4 27
split_gain=22.1148 17.9456 16.8845 10.2566 10.9357 9.78461 8.92408 8.72055 8.44921 14.0545 13.6702 8.20987 7.37808 6.5731 5.6275 5.56348 5.47754 5.44989 5.40479 6.07409 5.19697 4.80402 9.3013 6.85244 4.81279 3.55297 7.43755 4.38243 3.34296 2.98918 5.5139 3.26098 3.40747 5.72091 2.92625 3.16514 2.69306 2.88014 2.80264 2.64821 2.61593 2.57377 5.04056 2.54646 2.95792 2.49203 2.46407 2.38436 2.20806 5.08705 2.55485 3.15582 3.3098 2.1288 2.09389 2.08345 1.86827 2.52045 1.84248 2.29362 1.96972 2.94952
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 0.90000000000000013 0.18500000000000003 10.500000000000002 1.0000000180025095e-35 5.0005279307147701 6.5000000000000009 24.500000000000004 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 3.7666825895759684 4.6907213539591348 0.51653869448840439 9.5000000000000018 1.0000000180025095e-35 0.16500000000000004 7.5000000000000009 5.0315115408785305 51.500000000000007 49.500000000000007 0.17500000000000002 49.500000000000007 4.2907886899843515 8.5000000000000018 0.17500000000000002 3.600241852813622 1.0000000180025095e-35 0.062418346836329859 0.17500000000000002 3.6590178639248787 0.17500000000000002 1.0000000180025095e-35 0.39990933816863111 1.0000000180025095e-35 0.61811868686868698 1.0000000180025095e-35 1.0000000180025095e-35 0.58411949685534603 9.5000000000000018 0.58607219827586221 4.8981325150284176 4.5831513229706227 0.67033365570599623 1.0000000180025095e-35 3.7065212271721317 8.5000000000000018 39.500000000000007 11.500000000000002 1.5000000000000002 0.73935688405797106 1.0000000180025095e-35 3.7442656022803047 0.40619293279766261 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 11 4 8 6 -6 14 12 -10 -11 13 16 17 -1 18 20 40 43 -20 -2 23 -23 45 -25 26 27 34 -24 30 31 36 55 -34 56 -36 37 -22 -38 53 -3 42 -21 44 -16 -5 -13 -14 49 50 51 52 -8 -7 -32 -33 57 -9 59 -55 -61 -62
right_child=3 2 -4 21 5 39 48 25 9 10 -12 46 47 -15 15 -17 -18 -19 19 41 29 22 28 24 -26 -27 -28 -29 -30 -31 54 32 33 -35 35 -37 38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 58 -56 -57 -58 -59 -60 60 61 -63
leaf_value=-0.028632693406356581 -0.03299763900861697 0 0.033610804866249899 -0.0026084497891063494 -0.033218923894569374 -0.032585562257628223 0.024683720564558975 0.0030036380093385606 0.039067643786102314 0.034456506893233228 -0.020977043930540697 -0.0060341888987042111 0.038231264353852837 0.037532828948414705 -0.0010671172839188693 -0.020222505724427926 -0.031807890619571587 -0.014842079404286314 -0.021235604418962942 -0.0081495033052444918 -0.0098073808477461746 -0.025185276383385181 -0.0088020281280042061 0.016200055264301287 -0.0073777249226490245 0.018754181203493564 -0.032800189560878081 0.02245720669705106 0.022288715875978696 0.016650449734913295 -0.026686586159228132 -0.015002848526598467 -0.0047932846463775158 0.035750026898197652 -0.033143540566571005 -0.00053515015142506235 0.027180666349521418 0.017420101776338775 0.0040912048910956185 -0.025968592790125856 0.036266671777019116 -0.012417082294412605 0.029736103949487915 -0.01053868084022511 0.015878921532714089 -0.027233368463928754 -0.037329730341910811 0.0075997535428768441 -0.013599388078406454 0.031636907394229134 -0.0067206428284198047 -0.0019904986258851079 -0.0049733047159879404 -0.025213748509465735 -0.0073653476149594293 0.00055955063773723403 -0.012410866896577239 -0.0099108901876474691 -0.0043654283293683696 -0.015676728179576525 -0.011073414191447721 0.0076190032732972399
leaf_weight=11.162041962146757 4.9905894622206679 3.6756933927536055 26.957561116665602 5.3113618567585972 6.6541981846094123 4.9038317501544944 11.597493365406988 200.16507879644632 12.188291884958746 5.7726562507450589 11.861290141940117 5.7763518840074521 4.1738734319806081 6.1613688841462126 16.257631212472916 20.278033159673214 6.391783393919467 8.5091798156499863 21.856797859072685 6.0337243527174014 12.31166258454323 62.087998438626528 7.948103114962576 9.4310308843851072 39.126506149768829 10.111131541430948 5.5985938385128966 8.5251125879585725 4.751884289085865 6.8331112116575232 10.264578096568584 24.300654366612434 10.26535043120384 4.1788389608263961 4.4215931072831136 7.3203602880239487 8.3827028125524539 4.5895199850201598 12.418786093592642 16.39010613411665 3.874608188867569 6.8113071992993346 5.9209396690130234 7.7021169960498801 19.549751214683056 19.234928246587515 4.3797055780887604 6.4178820922970772 6.2786004692316046 5.5187434032559386 19.584080964326859 16.450909078121185 4.2356078922748557 14.322028674185274 12.396884888410568 10.238155409693716 7.9880852475762358 14.221741057932375 26.036392033100128 52.787094198167324 30.625573918223381 9.5333180502057058
leaf_count=93 40 31 502 43 58 40 81 1297 156 80 80 51 49 69 100 165 66 47 162 41 69 658 48 61 293 124 57 109 31 55 60 147 58 30 33 46 59 32 75 156 41 40 46 45 132 182 23 61 41 39 121 102 26 98 72 70 43 82 176 349 211 64
internal_value=-0.00418842 0.000849325 0.0161565 -0.00823438 -0.00566996 -0.00999254 -0.000621525 -0.00157093 8.72383e-05 0.0145482 -0.00231095 0.00132249 -0.00300747 0.0116902 -0.00842098 -0.00615227 -0.0050532 0.00106671 -0.00264992 -0.0105392 -0.00354236 -0.0149898 -0.0204045 -0.00932791 -0.00262763 0.00147434 0.000731832 0.00155662 0.00253111 -0.002171 -0.00343018 0 -0.00507002 0.00685461 0.000751419 -0.0136661 0.00663903 -0.00194564 0.0138519 -0.0142099 0.0196904 0.0016952 0.0103015 0.00459316 0.00805509 -0.0222116 -0.0205698 0.0207115 0.00278491 0.00472268 0.00163327 0.00689579 0.0164127 -0.0127366 -0.0165363 -0.0102404 0.00155126 0.00211053 -0.0119138 -0.0136785 -0.0117863 -0.00647159
internal_weight=974.045 433.259 59.3345 540.786 392.895 224.918 70.3196 373.924 167.977 29.8222 17.6339 32.3769 138.154 22.2209 115.572 104.41 127.563 16.0595 84.1323 40.6228 121.171 147.892 74.788 73.1038 48.5575 258.352 248.241 242.642 12.7 116.18 109.347 86.6857 48.983 14.4442 234.117 11.742 37.7027 16.9012 20.8015 154.598 7.5503 18.766 11.9547 43.5095 35.8074 24.5463 10.1561 10.5918 63.6654 57.3868 51.8681 32.284 15.8331 138.208 22.6615 34.5388 222.375 214.387 133.304 107.268 92.946 40.1589
internal_count=7516 3379 764 4137 2821 1562 468 2615 1259 316 160 262 943 188 824 731 833 119 566 289 767 1316 737 579 354 1791 1667 1610 79 727 672 540 305 88 1501 79 235 101 134 1094 72 127 87 277 232 225 74 110 410 369 330 209 107 938 132 217 1422 1379 898 722 624 275
is_linear=0
shrinkage=0.03


Tree=64
num_leaves=63
num_cat=0
split_feature=32 13 31 58 31 13 34 31 13 32 31 42 46 11 58 42 1 43 34 48 42 1 33 40 11 35 43 53 34 45 42 4 43 11 1 29 1 54 11 49 32 1 31 35 27 48 11 11 40 4 49 11 42 11 27 32 32 32 1 2 5 42
split_gain=21.0176 17.1974 16.4553 9.84792 10.3921 9.32584 8.59956 8.27968 8.08774 13.5304 7.83377 7.02047 5.93633 5.54898 5.40758 4.64338 5.91697 4.39573 3.92015 4.34999 3.38721 5.5749 3.27572 4.44797 3.22372 3.18905 3.11377 2.60816 2.56957 2.50373 4.41939 2.76136 2.73656 3.26691 2.44551 2.54793 2.32918 2.29511 2.26445 2.26267 2.34269 2.21637 2.53912 1.95676 1.98225 1.93932 2.14591 2.52618 2.31106 3.59365 2.41643 2.30495 2.25999 1.92175 1.88929 2.67694 1.88189 2.66357 2.4815 1.85279 3.53617 5.43412
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 0.90000000000000013 0.18500000000000003 1.0000000180025095e-35 5.0005279307147701 1.5000000000000002 0.67033194198013046 1.0000000180025095e-35 3.7666825895759684 4.6907213539591348 -0.22499999999999998 1.0000000180025095e-35 1.0000000180025095e-35 5.0315115408785305 5.0796373003381596 1.0000000180025095e-35 1.0000000180025095e-35 0.93134835368155466 1.0000000180025095e-35 -0.37499999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.97500000000000009 3.885512953955101 0.39287899982514435 -0.27499999999999997 0.89882844131728368 4.6345953588972035 1.5000000000000002 5.134415438056247 1.0000000180025095e-35 0.90417064739399211 0.2950000000000001 0.17500000000000002 4.9471272958050703 0.23000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.66019772732658288 0.68872574916131091 1.0000000180025095e-35 0.43625902544818601 0.2950000000000001 0.93464361590809553 3.6656344265871388 0.92890860664678476 1.0000000180025095e-35 0.17500000000000002 0.17500000000000002 0.25000000000000006 3.637649039618045 3.5000000000000004 0.025657894736842109 4.2907886899843515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 10 4 8 6 -6 13 11 -10 18 12 24 -1 15 34 -17 22 -3 -20 21 41 23 54 59 -11 -27 37 36 30 32 -31 33 -8 35 38 -18 43 -15 40 -34 45 -43 44 -7 46 -9 -48 50 52 51 -49 -50 -40 56 -56 -5 58 -58 -2 -61 -62
right_child=3 2 -4 17 5 27 29 20 9 25 -12 -13 -14 14 -16 16 28 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 31 -32 -33 39 -35 -36 -37 -38 -39 53 -41 -42 42 -44 -45 -46 -47 47 48 49 -51 -52 -53 -54 -55 55 -57 57 -59 -60 60 61 -63
leaf_value=-0.027870357088206833 -0.0079614663266990154 0.024549216249193012 0.033465471459250835 -0.012330928346239273 -0.033017058145281435 -0.015613932306555918 0.008450711255883649 0.018767370721606582 0.038707539391260315 -0.01155552006820016 -0.020172685620750658 0.020305062135584768 -0.031226437536262291 0.01051893762776512 -0.019881895484096454 -0.020795960921332027 0.020162896218050088 -0.020740276135290239 0.014839925920333615 -0.021879194460545297 0.018390287929134882 -0.028226645129692543 -0.023437150107360093 -0.023363621279416418 0.012178324148895536 -0.0069536518978881925 0.034823108303768537 -0.025698951543421267 -0.012088799307983834 0 -0.025433021176652422 0.031762167254161526 0.021530822510241163 -0.019457227399957255 -0.014578835318135988 0.026218138263125711 -0.0063738445233790623 -0.031959620542822913 -0.013115516022900385 -0.0090630158435055942 0.0034509235711826141 -0.0024717029590589101 0.027740312089380735 -0.0037324793942489212 -0.0053012265671143477 -0.014691858127480814 -0.010706478440179096 0.0044037460670303431 -0.0051060654939732797 -0.026957846030412985 0.018526279529801164 -0.0085997831824024661 0.0059185094936079815 0.0093348674719831541 0.022411620928645761 -0.0078116401178367238 0.022733620046318809 -0.0095080100816975974 -0.0040889194051163561 0.016554728338384141 0.0041488181817429283 -0.020886396003783714
leaf_weight=11.610101237893103 66.605607941746712 10.509167905896902 26.273594290018082 21.991658627986908 6.497626267373561 82.423051327466965 6.0941772609949103 6.0014390200376502 11.938276987522842 11.606913872063162 10.067179411649702 10.502195395529268 7.1356424316763869 18.729721926152706 20.014123402535915 20.935948178172112 7.8937760218977946 63.626219522207975 6.6616358608007431 4.8224905952811241 10.007411375641821 5.6333543956279746 13.760723900049923 12.359579980373381 10.665746584534643 2.6123484894633293 3.1395655907690516 16.072141587734222 6.7921126633882514 5.0929379239678365 5.2814762368798247 4.9576417654752731 11.73463048040867 8.6133423224091512 5.0794652849435797 5.2193161696195594 4.1433601528406143 5.4248892590403548 9.4647445008158666 5.4470119699835768 16.362284027040005 3.6783266216516477 5.7713320814073086 25.538543172180653 23.825561948120594 6.7793320491909972 15.602561794221399 107.46610408648849 41.313668273389339 4.8388608098030081 9.6669574305415136 13.395022518932818 27.663465708494186 4.8519035130739203 5.3653565272688848 4.4817031994462013 6.2752416729927081 12.994161438196896 5.2591261602938175 8.9824031814932805 21.925352536141872 11.664764352142809
leaf_count=95 426 110 502 179 58 563 41 40 156 92 74 110 64 124 165 160 60 619 53 25 124 60 122 107 74 21 47 156 40 31 34 35 84 53 27 40 28 51 54 32 100 28 60 172 152 36 91 724 254 31 75 80 188 31 46 37 55 108 43 69 131 69
internal_value=-0.00409622 0.000824901 0.015951 -0.00806039 -0.00554279 -0.0097709 -0.00061161 -0.00153472 8.88652e-05 0.0143792 0.00129332 -0.00292927 -0.00492702 -0.00823919 -0.00592131 -0.00244773 -0.00987255 -0.014725 0.0114827 -0.000176469 0.00142973 0.000706341 -0.00997357 -0.00713061 -0.00326172 -0.0022608 0.0152452 -0.0139132 0.00204863 0.00269899 0 0.0162836 0.00298537 -0.00753264 0.00424013 0.006957 0.0105834 -0.0124536 0.00359502 0.00779218 0.0113128 0.00142685 0.0155509 -0.011558 -0.013372 0.00081474 0.00131911 0.000799149 0.0017166 -0.00247106 0.00413085 0.00290118 -0.000593568 -0.00506999 -0.00339513 0.00817721 -0.00599763 -2.29073e-05 0.0101312 -0.00484445 0 -0.0044397
internal_weight=967.144 430.886 58.3341 536.258 390.144 223.365 70.0811 372.552 166.779 29.2971 32.0605 137.482 126.98 114.735 103.124 83.1103 39.7652 146.114 21.9933 11.4841 257.818 247.81 82.4876 68.7268 119.844 17.3588 5.75191 153.284 18.8292 63.5835 53.5329 10.0506 48.2514 14.7075 43.3452 38.2657 12.0371 137.212 33.0464 33.5439 28.0969 242.177 9.44966 131.787 106.249 232.727 225.948 219.947 204.344 73.816 130.528 120.861 68.9771 14.3166 56.3672 9.84706 46.5202 24.5285 11.5344 109.178 42.5725 33.5901
internal_count=7516 3379 764 4137 2821 1562 468 2615 1259 316 262 943 833 824 729 564 288 1316 188 78 1791 1667 697 575 769 160 68 1094 128 410 344 66 310 94 276 249 88 938 209 216 184 1607 88 887 715 1519 1483 1443 1352 473 879 804 442 85 468 83 385 206 98 695 269 200
is_linear=0
shrinkage=0.03


Tree=65
num_leaves=63
num_cat=0
split_feature=32 31 45 5 0 42 12 9 5 11 4 4 14 32 34 11 43 42 45 11 45 42 50 43 31 43 47 42 11 50 11 11 31 32 42 4 40 42 4 0 0 49 47 42 32 50 43 11 43 4 14 42 14 32 32 4 14 31 42 34 42 12
split_gain=19.9521 11.7765 12.4135 12.4863 10.7866 4.15806 7.04961 6.58442 4.5472 3.73284 6.16018 3.13847 2.72635 3.89472 3.60686 6.12464 5.0858 3.89675 4.52951 3.22146 4.46719 6.2544 4.30101 3.60065 3.91467 3.01278 2.73927 2.32694 2.11822 1.92772 1.89909 3.00449 1.87381 2.76227 1.81128 2.5262 2.73897 1.95777 2.29818 1.75997 1.95655 7.67178 1.72435 1.68715 1.62406 1.58333 1.55728 1.55541 1.50971 1.83801 1.49289 1.46867 1.54511 1.46057 7.01412 1.4388 2.00048 2.86449 2.93682 2.67862 6.07822 4.75826
threshold=1.0000000180025095e-35 0.16000000000000003 1.5000000000000002 0.01941930618401207 20.500000000000004 5.1200721840520744 0.52500000000000013 0.32500000000000007 0.046693482230278659 0.66984370007492833 0.72500000000000009 0.27149877149877155 0.60826939471440766 0.18500000000000003 1.0000000180025095e-35 0.80039597484269975 -0.27499999999999997 3.9303249852141158 1.5000000000000002 0.6207242242090244 1.5000000000000002 4.6022328364453351 3.3361473422153938 -0.52499999999999991 0.12000000000000002 -0.22499999999999998 3.5000000000000004 5.1088017961341938 0.92486201952626634 3.9808339139237336 0.70775301753491615 0.68816001945609639 1.0000000180025095e-35 0.18500000000000003 4.3751111872189599 0.40619293279766261 1.0000000180025095e-35 3.7494291764904042 0.32305502846299816 24.500000000000004 51.500000000000007 0.37500000000000006 3.5000000000000004 5.1684068730115156 0.18500000000000003 2.7815080780430619 0.52500000000000013 0.91640860664678481 0.17500000000000002 0.43132201334141912 0.67033365570599623 4.9451995762684859 0.60072463768115958 0.18500000000000003 0.25000000000000006 0.41373798394920192 0.69416099773242645 1.0000000180025095e-35 3.6088652702674477 1.0000000180025095e-35 3.6850566989258442 0.37500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -3 7 -7 8 12 10 -1 30 13 42 15 16 -14 -18 -19 -16 21 22 23 -21 -25 53 -15 28 55 39 31 -10 33 -22 37 36 50 38 -13 -6 46 -42 -2 -43 -20 -30 -41 -27 -34 -50 -36 52 -44 -17 -55 56 57 59 -59 60 -11 -61
right_child=5 2 3 -5 29 6 -8 -9 11 27 -12 34 14 26 19 25 17 18 44 20 32 -23 -24 24 -26 47 -28 -29 45 -31 -32 -33 48 -35 35 -37 -38 -39 -40 40 41 43 51 -45 -46 -47 -48 -49 49 -51 -52 -53 -54 54 -56 -57 -58 58 -60 61 -62 -63
leaf_value=-0.027961900542573165 0.001227761410579216 0.03439759749860187 -0.022341483493746938 0.027778869940233791 -0.011486748762755378 -0.0082698282968608882 0.040177517384464179 -0.022401402258203359 0.014915427700935067 0.0014480183419798196 0.0028916837647120931 -0.015901166234601076 -0.021492845419919748 -0.0072224226798421045 -0.018769902026406955 -0.014413291060518967 0.033995411989449741 -0.017910083142832874 0.028876762570258417 0.012044771426701925 0.017816984566418899 0.027991116922573445 0.0096020586101119264 -0.011844947498685037 -0.00015945764919467434 -0.024181666467161033 0.0180302870561081 0.017419721199437143 -0.028868365349051607 0.019896429399314394 0.019789929494249792 -0.013076158366499023 -0.017384381332980071 -0.015071918476640125 -0.0043628584222806027 0.018591641338882806 -0.017045154402646007 -0.025707258387083376 0.0065516163509785653 0.0010098665204761065 -0.037984390138664829 -0.0018806909351413677 -0.021736197903212223 0.030714232497469737 0 -0.0078817452393595035 0.014252902169550892 -0.013643026510107506 -0.013242537376586122 0.0071240521034244423 0.014579341636481103 0.002456321366403343 -0.0049726864381077771 0.029075122724249308 -0.015613355475775198 -0.0098797870715504159 -0.0077658363586099585 0.00657507699857329 -0.020763784079389079 0.01858829727593508 0.028754449846642424 -0.018520537599535519
leaf_weight=15.301068574190142 12.736988246440886 8.7263555191457254 4.9134085848927489 31.779666855931282 10.578444853425024 6.658337000757454 4.1436867192387581 28.323120821267366 7.0659822560846823 25.645464211702347 8.7465767338871938 8.2002379670739192 6.971654079854491 5.2813052609562883 20.545418251305819 21.251340508460999 3.9279587045311954 6.1977081224322301 3.9814626388251781 8.4685617834329587 4.1406980454921705 5.3343909829854956 16.826576411724091 75.082204058766365 40.86447436362505 44.38797090947628 11.301701039075851 4.2604085952043524 4.748405039310458 4.433515600860118 8.624325364828108 6.2924234718084335 43.642884165048599 4.6780387386679649 7.7871907278895414 5.3323553055524817 8.7924545779824257 5.9652352109551421 7.4080966189503661 191.1979965865612 4.9174921587109548 2.4234379455447197 12.988478060811763 2.4071292094886303 3.3917990103363991 14.227679163217543 8.2612219452857953 23.769082363694906 11.032207414507868 5.6072010993957511 6.4159649796783924 4.693503886461257 9.9219866767525655 4.3439883142709723 10.078154485672711 20.699082463979721 27.773149017244577 5.3382333517074576 8.6181135252118093 4.3901856020092955 10.392948206514118 9.0043804943561536
leaf_count=120 103 165 45 495 58 53 41 242 52 186 72 43 45 37 156 182 52 36 43 61 40 37 111 610 270 396 85 34 29 34 62 40 294 36 61 44 61 39 45 1239 48 26 93 35 32 97 57 227 77 41 52 39 82 32 85 161 194 35 60 37 97 55
internal_value=-0.00400133 0.000802416 0.00463308 0.0208201 0.00204193 -0.00787988 0.0101619 -0.00826872 -0.00743643 -0.00564785 -0.0165611 -0.000373456 -0.00862615 -0.00236865 -0.00958503 -0.013691 0 0.00845194 0.000236632 -0.00731983 -0.00618492 -0.00315751 -0.00441426 -0.00637042 -0.00778552 -0.0168678 0.00964015 -0.00363932 -0.00439638 0.000726416 0.00893091 0.00128918 -0.0124924 0 -0.00461128 0.000181829 -0.00395197 -0.0111245 -0.00491692 0.000294707 0.000929484 -0.0119865 -0.00747632 0.0137444 0.0163525 -0.0136925 0.00160215 -0.0206449 -0.014377 -0.00601993 0.00386092 -0.0116883 -0.0148418 -0.00940929 -0.00152915 -0.00274424 -0.00104031 0.00182719 -0.00993781 0.00529633 0.0096036 -0.00582191
internal_weight=961.242 428.784 269.639 36.6931 232.946 532.457 10.802 521.655 493.332 159.146 24.0476 71.8843 421.448 56.924 364.524 128.301 24.4706 17.4989 13.571 236.223 215.677 146.576 141.242 124.415 115.947 103.831 16.583 135.098 130.838 224.219 21.9827 13.3584 69.101 8.81874 49.9015 28.328 22.9956 21.5736 15.6083 219.786 209.207 9.74806 40.341 4.83057 7.37326 18.9761 199.459 68.1571 60.2823 16.6394 14.2032 27.604 22.9105 35.6735 14.4221 111.862 91.1625 63.3893 13.9563 49.433 36.0384 13.3946
internal_count=7516 3379 2202 540 1662 4137 94 4043 3801 1177 192 499 3302 439 2863 1130 208 163 111 1733 1577 1089 1052 941 880 922 122 985 951 1497 154 92 488 76 345 218 174 127 88 1463 1405 109 317 61 75 126 1296 623 412 118 113 214 175 299 117 825 664 470 95 375 283 92
is_linear=0
shrinkage=0.03


Tree=66
num_leaves=63
num_cat=0
split_feature=32 13 31 58 31 13 34 13 32 26 31 31 42 26 46 34 26 31 32 26 42 42 58 26 42 46 32 42 42 58 4 35 14 53 14 26 32 13 42 9 14 14 54 34 14 42 42 14 35 27 28 40 12 14 14 48 14 14 14 5 31 56
split_gain=18.9134 16.0723 15.6037 9.2347 9.79073 8.61662 8.14409 7.57648 12.7646 12.7172 7.51882 7.31153 6.41055 6.24686 5.6938 4.85544 4.81847 8.8596 6.6436 4.53924 4.27723 6.9722 4.37284 3.24041 3.11255 5.00835 3.07102 2.86005 2.70068 2.9683 2.61504 2.60803 4.36688 2.57419 2.55277 2.4772 2.4425 2.98447 5.06503 2.41001 2.6803 2.33331 2.27017 2.2057 4.59382 2.03731 4.58823 2.30074 1.918 1.89133 2.2051 1.87862 2.12427 3.73018 1.80154 1.80101 4.77586 2.64897 2.24435 2.05275 2.38647 2.03225
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 0.18500000000000003 10.500000000000002 0.12000000000000002 1.0000000180025095e-35 5.0005279307147701 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 0.16500000000000004 7.5000000000000009 3.6980807804202587 4.6907213539591348 1.0000000180025095e-35 8.5000000000000018 5.0315115408785305 13.500000000000002 0.17500000000000002 4.4569558664948525 3.885512953955101 1.0000000180025095e-35 0.39990933816863111 1.0000000180025095e-35 0.68120471014492767 1.0000000180025095e-35 0.58411949685534603 9.5000000000000018 0.17500000000000002 1.0000000180025095e-35 3.6286845113717572 0.17500000000000002 0.64042253521126769 0.58607219827586221 1.0000000180025095e-35 1.0000000180025095e-35 0.61811868686868698 4.8981325150284176 4.5831513229706227 0.67033365570599623 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.37500000000000006 0.69467984934086646 0.65655637254901966 1.0000000180025095e-35 0.62414383561643849 0.73935688405797106 0.65843495934959362 0.25866188769414583 0.28500000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 11 4 7 6 -6 12 -9 -10 20 13 14 15 23 30 18 -18 34 -20 22 28 51 27 25 55 -19 39 29 -22 -3 -24 -33 42 -5 -13 -25 38 -38 40 -2 -14 48 44 -23 46 47 54 49 50 -7 52 53 -1 -8 57 -57 -12 61 -60 -61 -58
right_child=3 2 -4 16 5 33 45 8 9 -11 24 35 41 -15 -16 -17 17 26 19 -21 21 43 31 36 -26 -27 -28 -29 -30 -31 -32 32 -34 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 56 58 -59 59 60 -62 -63
leaf_value=0.022828213170571481 0.0068151977810256255 0 0.033220727275752038 -0.0015127851481556611 -0.032721608712677222 -0.018903904102533082 0.0032519146280524575 0.038232590490732743 0.0340915145895795 -0.02020694875343463 0.0034594186939781043 -0.0049673279045524951 0.037431417257024667 0.0369532925270529 -0.030834370417009691 -0.014091822857815819 -0.02459747257520185 -0.008338563653169366 0.016357700885955867 -0.0066089931342802576 -0.0021621661196814896 -0.0079937650060436863 -0.032027394570067091 -0.011329343866945212 0.017785819965344413 -0.030480180704120945 0.021449078610690807 -0.010079116732594692 -0.026819553206229571 -0.030006646521796076 0.035638015016755648 0.013068623880712619 -0.026441835439762959 -0.025284988910201076 -0.026690847456612071 -0.036558970634723978 -0.0035695129132199566 -0.016876779296364997 0.031344913239038728 0.01283950630737983 -0.017617323250126406 0.0067948909024859181 -0.031683342058211973 -0.011469923681837734 0.028367370048259948 -0.013275354004890478 0.030097919855823954 -0.0064023844491105748 -0.0033009739664174118 -0.0049730120963922559 -0.0080814025789333003 0.010197347582715982 -0.014390826074878739 -0.011835985626599729 0.023417829227645213 -0.025158795410366981 0.00034639226297078149 -0.010634934589979101 -0.017131886122662802 -0.011471892145317557 0.015273479625857879 0.02207237159697268
leaf_weight=5.4557230919599551 10.77485252171755 3.6193399205803916 25.071258850395679 5.1723947077989605 6.2588015571236602 51.817696616053581 27.490035675466061 11.616495542228224 5.5802862122654924 11.543450862169266 184.19702026993036 5.7188138291239721 4.0016472525894624 5.9609992802143088 6.8728957846760741 8.4326098039746284 59.398837644606829 7.8848509490489942 9.4216434210538846 38.399520382285118 12.691294863820078 5.9732604771852511 5.3103120028972599 45.107987277209759 9.7797027006745321 4.3516044020652762 4.7725995257496834 11.788602255284784 24.211384139955044 4.8547021225094786 3.7543887719511986 5.0787825733423233 4.4803532361984253 15.584835655987261 18.421024825423956 4.2311898022890091 11.209156908094888 6.04841624200344 5.2203663140535346 22.975371547043324 6.1022985875606528 6.362866573035717 5.228003501892089 6.7516822889447203 5.8384480476379395 6.1584030687808982 5.4920004084706298 19.525021985173225 25.325000450015068 23.677170015871525 29.412363082170486 19.558937728404999 8.1595019325613958 5.1206588968634605 4.7464610710740081 7.7695923037827006 12.044964421540501 12.468844965100287 8.8874901011586207 5.7083275467157346 5.7885419726371765 5.9634844809770575
leaf_count=40 69 31 502 43 58 377 176 156 80 80 1261 51 49 69 64 47 658 48 61 293 78 41 49 303 124 52 31 73 210 41 41 39 36 156 182 23 64 42 37 149 32 61 51 40 46 41 39 121 172 152 186 130 45 29 33 42 77 72 50 31 37 45
internal_value=-0.00390133 0.000781576 0.0156228 -0.00769076 -0.00524542 -0.00937725 -0.000555901 0.000243154 0.0142202 -0.00197651 -0.00148457 0.00140336 -0.00267309 0.0112982 -0.00458578 0.000907308 -0.0142102 -0.0197455 -0.00850182 -0.00190991 -0.00791631 -0.0133845 -0.00157274 -0.00297332 0.00133659 0.000647667 0.0025854 0.00259431 -0.0201693 -0.0104558 0.0187717 -0.0153457 -0.00499744 -0.0134004 -0.0214823 -0.0194483 -0.00731106 0.000516918 0.00740705 0.00652459 -0.00177043 0.019676 -0.0119536 0.00161016 0.00965286 0.00261745 0.00447164 0.00153178 -0.0110682 -0.0128763 -0.0150884 0.00367123 -0.00286046 0.00558024 0.00653218 0.00125481 -0.00401663 0.00252545 0.000214667 -0.00641262 0.00151204 0.00803387
internal_weight=956.625 427.233 56.7886 529.391 385.92 220.716 69.6707 165.205 28.7402 17.1237 370.445 31.7173 136.464 21.7673 126.1 15.8063 143.471 72.0563 71.4146 47.8212 113.485 60.3208 53.1643 119.227 256.96 247.18 12.6575 51.6411 41.7574 17.546 7.37373 14.8694 9.55914 151.045 23.5934 9.95 67.5859 22.4779 16.4295 39.8525 16.8772 10.3645 135.46 18.5634 11.8117 63.4119 57.2535 51.7615 130.232 104.907 81.2301 38.2948 18.7359 10.5764 32.2365 242.828 46.1624 196.666 38.3928 20.3844 11.4969 18.0084
internal_count=7516 3379 764 4137 2821 1562 468 1259 316 160 2615 262 943 188 833 119 1316 737 579 354 824 456 368 769 1791 1667 79 323 329 119 72 124 75 1094 225 74 446 143 101 250 101 110 938 127 87 410 369 330 887 715 563 244 114 69 209 1615 282 1333 240 118 68 122
is_linear=0
shrinkage=0.03


Tree=67
num_leaves=63
num_cat=0
split_feature=32 31 26 58 31 31 26 4 42 26 53 26 31 32 5 5 3 1 26 26 4 26 49 3 26 11 50 31 42 35 14 42 4 32 58 2 5 50 43 50 42 14 14 1 50 42 5 26 42 11 3 5 26 3 3 14 26 32 42 26 11 11
split_gain=17.9679 10.5679 9.92509 8.86308 9.29861 8.10899 7.19594 6.66939 5.38225 5.02553 4.82827 4.68476 8.60571 6.41017 4.31403 17.0035 5.97751 4.35508 4.28377 4.24482 3.85373 3.82713 3.74397 3.70698 3.73489 3.63604 3.2228 3.07814 2.96675 3.29531 4.0083 4.46178 3.82737 2.88995 2.70965 7.87261 5.48975 3.02671 2.69376 2.59545 2.55761 2.49436 2.41783 2.40363 2.36847 2.8821 2.82649 2.49622 2.35573 2.32632 2.40713 2.52809 2.31723 2.6903 2.18414 3.32099 1.97272 1.95075 8.47522 3.5879 5.43708 3.34384
threshold=1.0000000180025095e-35 0.16000000000000003 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 0.52142857142857157 4.6335050209865809 8.5000000000000018 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 0.16500000000000004 0.01941930618401207 0.025657894736842109 0.13514669502693458 4.8131109377704355 7.5000000000000009 8.5000000000000018 0.52142857142857157 14.500000000000002 0.37500000000000006 0.31936274509803925 13.500000000000002 0.78148266159048596 3.3723414149732767 0.12000000000000002 4.9725856982405903 1.0000000180025095e-35 0.59658438576349038 3.6446542398839057 0.31503759398496245 0.17500000000000002 1.0000000180025095e-35 2.5000000000000004 0.062418346836329859 3.2806961417784364 -1.0000000180025095e-35 3.4150731631156739 4.5857127646281493 0.58411949685534603 0.66185031185031196 3.6278900514789654 3.3723414149732767 4.5184800837290524 0.046693482230278659 11.500000000000002 3.6495906236714224 0.90849589109791129 0.19803921568627456 0.01941930618401207 7.5000000000000009 0.41250000000000003 0.36250000000000004 0.69416099773242645 12.500000000000002 0.18500000000000003 4.431706508225683 10.500000000000002 0.88669055975826294 0.75723584128704613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 4 6 8 19 14 34 -6 21 13 -13 41 16 -16 -3 26 -15 20 28 23 25 24 44 38 -17 49 29 30 -2 52 -31 -14 35 37 -37 -4 -19 -18 -26 -5 -9 -41 46 -46 47 -11 -29 50 51 -1 -32 -54 -52 -56 -25 58 -21 61 -61 -59
right_child=3 7 5 11 9 -7 -8 42 -10 10 -12 12 33 18 15 17 39 22 -20 57 -22 -23 -24 56 40 -27 -28 48 -30 32 31 -33 -34 -35 -36 36 -38 -39 -40 43 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 54 -53 53 -55 55 -57 -58 59 -60 60 -62 -63
leaf_value=-0.020477994185539097 -0.0095117461789010812 -0.020060970165523166 0.030464905737500242 -0.0014705507370873839 -0.033865364588369563 -0.036747591999954733 -0.031421361948744501 0 0.024192161814542316 -0.0069494130961052164 -0.02479906614280588 -0.024334091375460918 -0.0081163431146030422 0.015885243527385826 0.029912374349815817 0.0092626047449853293 0.00045948448639875712 0.0078710939085160705 -0.0064369873311786608 -0.0057978386731529757 0.033118231132698892 -0.032250086970759206 0.013568501428887556 0.0045847180454566105 0.020878275323799433 -0.038905956505384164 -0.011311371797172244 0.0011287666172528285 0.026945018863258202 0.012634707587899637 -0.013970892838854675 0.02451552406272995 -0.017352465258784481 0.020757736816436504 -0.02800030147200834 -0.028696535800019945 0.0048077230460507291 -0.0036044903771882807 -0.01762356242338238 0.024906536628179248 -0.0049450662109746801 -0.026434627747010987 0.033793727463186526 0.00088975759145610981 -0.0042222660750533322 -0.029471152298901997 -0.00017102769418449068 -0.01789208054458696 0.027952780354790922 -0.010273292651025686 0.015859515455468806 -0.00037138839107936746 0.022500987106436603 -0.0052915342414685592 0.0088111995844637088 -0.018875825271683109 -0.011066557435781076 0.023715951716372814 0.021205661447437945 -0.020686029343972262 0.01568484038226307 -0.012401772349003077
leaf_weight=6.8501108288764945 8.96965593844652 11.842087648808954 4.9341042265296 5.16714068502188 7.1454388722777358 12.761476859450338 6.000500760972499 2.4542709700763217 3.6697749979794017 54.490713685750961 14.900772280991076 58.259963504970074 7.8635155633091909 9.4168249964714033 24.369755774736404 44.029216255992651 128.48270570114255 5.6849872246384647 38.250484704971313 43.187422581017017 4.6849604733288279 5.1697040125727645 4.7081597670912734 35.278658822178841 5.9310990273952466 4.4308746457099906 7.6919065937399855 7.0295465588569623 5.0028144083917132 5.2138531915843513 5.2932051792740831 15.07403803616762 11.882312700152395 4.7899945676326752 8.1519792228937131 13.845180325210096 5.9244872927665702 3.7357985526323318 9.1203121170401591 7.8689792901277533 7.1657934635877609 18.049167547374964 8.961889233440159 8.0541733130812627 7.3080769032239941 11.44998564571142 30.077966026961803 31.500121675431728 5.6067700311541557 22.558421470224857 13.645541604608299 31.260563675314188 6.3801912218332291 5.34470384567976 11.925185404717924 5.5466779619455329 8.8066400811076146 4.9722849577665311 13.565230779349802 20.679418839514259 4.150156393647193 3.7654479444026947
leaf_count=47 59 77 41 43 57 87 66 22 34 370 152 658 48 61 379 361 823 36 293 279 75 47 61 242 42 46 56 45 71 43 28 136 86 31 76 134 42 23 48 64 48 182 175 54 49 70 201 225 50 146 111 219 43 31 88 34 59 41 111 138 28 24
internal_value=-0.00381358 0.000758469 -0.00538777 -0.00752499 -0.00512541 -0.0159316 0.000238789 0.00439706 -0.00903627 -0.00916629 -0.00827473 -0.0139544 -0.019468 -0.00831475 0.0033597 0.00821908 0.000203686 0.00109274 -0.00185387 0.00151597 0.00719991 -0.00697173 -0.00934 -0.00622706 -0.00850562 -0.0153376 0.00605552 0 0.00508425 0.00301505 0.00768768 0.0127098 -0.00781997 0.00250007 -0.0126452 -0.00786952 -0.0184081 0.0153579 -0.00745975 0.00193244 0.00643627 -0.0211947 0.0267096 0.0132923 -0.0100089 -0.0200991 -0.00829481 -0.0110598 0.0137482 -0.00193411 0.000718607 -0.00423005 0.00174095 0.00945256 0.00695932 0 0.00128682 -0.00269384 0.000603089 -0.00841624 -0.0142903 0.0075508
internal_weight=950.333 425.145 157.446 525.188 383.391 53.0228 164.166 267.699 40.2613 219.225 212.08 141.797 70.9135 70.8836 256.283 100.035 156.248 75.6655 47.6673 158.166 67.8457 197.179 23.9443 192.009 147.924 19.2362 51.7211 104.423 63.1608 58.158 41.0618 32.0921 17.0962 12.6535 36.5915 28.4396 19.7697 8.6699 14.8053 144.406 13.0969 23.2163 11.4162 15.9232 134.827 18.7581 116.069 85.9908 12.6363 91.7865 69.2281 38.1107 17.0181 11.7249 31.1174 17.4719 44.0853 90.32 56.7527 33.5673 24.8296 8.73773
internal_count=7516 3379 1177 4137 2821 437 1259 2202 350 1562 1505 1316 737 579 2005 987 1018 608 354 1193 572 1353 191 1306 1005 130 417 740 497 426 297 238 129 79 316 240 176 64 84 941 90 225 197 118 915 119 796 595 95 645 499 266 102 74 233 122 301 621 390 231 166 65
is_linear=0
shrinkage=0.03


Tree=68
num_leaves=63
num_cat=0
split_feature=32 31 45 0 26 11 58 31 31 45 26 26 45 34 26 31 32 26 26 4 53 31 42 21 58 42 35 4 32 42 11 11 42 11 34 42 21 26 3 26 32 47 12 11 26 42 3 42 26 21 42 11 12 9 9 11 32 45 45 26 4 26
split_gain=17.0754 10.0075 11.2631 9.91171 9.53005 9.10586 8.51254 8.82972 7.88031 8.69077 6.94887 4.90659 4.71449 6.19015 4.55308 8.35738 6.18375 4.04285 4.01605 3.72682 3.34894 2.92044 2.9151 3.54108 3.89943 2.86466 2.9516 3.65616 2.72025 2.40743 2.46469 2.28873 2.2506 2.22024 3.35881 4.09724 2.62822 2.5364 2.31403 2.20707 2.19467 2.14494 2.10181 2.05254 3.18773 2.19646 1.98407 1.96748 1.92208 2.12469 2.57786 2.15804 1.91326 1.89168 2.56621 2.46565 1.85036 8.49193 3.61276 4.82585 1.93106 3.02643
threshold=1.0000000180025095e-35 0.16000000000000003 1.5000000000000002 20.500000000000004 7.5000000000000009 0.80039597484269975 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 0.16500000000000004 7.5000000000000009 8.5000000000000018 0.52142857142857157 1.0000000180025095e-35 0.12000000000000002 3.443742552530725 0.35142787597286573 1.0000000180025095e-35 5.0005279307147701 1.0000000180025095e-35 0.31503759398496245 0.17500000000000002 4.6403115322251036 0.71118805662349061 0.6207242242090244 3.6495906236714224 0.92486201952626634 1.0000000180025095e-35 4.6907213539591348 0.3919917821958222 6.5000000000000009 0.19803921568627456 12.500000000000002 0.17500000000000002 2.5000000000000004 0.37500000000000006 0.74198398863162696 13.500000000000002 5.1200721840520744 0.13723808562876269 3.8574466511864682 6.5000000000000009 0.38245561072500711 3.5782217993645888 0.84242556901957388 0.17500000000000002 0.17500000000000002 0.27500000000000008 0.80039597484269975 0.18500000000000003 1.5000000000000002 0.89181286549707617 10.500000000000002 0.37245222489560004 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 21 29 7 10 9 22 18 -9 13 -13 16 -16 -8 -18 19 25 31 33 -6 42 -25 26 40 -28 -17 30 -4 -14 -23 34 35 36 47 38 -36 41 53 -15 -24 44 -33 -45 -37 -1 49 50 51 -5 -50 -2 -55 -56 57 60 -58 -60 61 -20
right_child=6 2 5 48 8 -7 14 11 -10 -11 -12 12 20 39 15 28 17 -19 56 -21 -22 32 23 24 -26 -27 27 -29 -30 -31 -32 43 -34 -35 37 46 -38 -39 -40 -41 -42 -43 -44 45 -46 -47 -48 -49 52 -51 -52 -53 -54 54 55 -57 58 -59 59 -61 -62 -63
leaf_value=0.0014957202000060532 0.0019796273366106229 0.033996574636510665 0.020949838327830848 -0.013470832667892622 0.0066375593995544263 -0.029413204576447645 -0.020908980202236246 -0.033645457249002621 -0.036463131524504214 0.033622395306286385 -0.031268162604214556 -0.031464287737126173 -0.0198908806591323 0.02375742046116687 -0.024071111389168998 -0.0078996846897172752 0.015428135655775112 -0.006268894945716451 -0.012175865036084312 0.032752513381294097 -0.024531240808417704 0.0010960114481091197 -0.030385830946629947 0.014690820589257209 -0.023752321670639322 0.027569489733345155 0.012728885984158542 -0.016328930673984082 0.020094902518903151 0.032650298019956621 -0.0077334524251498459 -0.0062235565625977105 0.027402865030685845 -0.012626616277602535 -0.019744281876491885 0.0036080352906066259 0.022688691923233816 0.0096833316013858559 0.0013580611270411769 -0.0089604575185750664 0.0012564960726760121 0.0032653748275477197 -0.0090021752710845084 -0.013618745103712498 0.014960272740967243 0.0049421852174211167 0.032927474499591894 -0.014491870588937987 0.013075452968624916 0.0080507131302297377 -0.021797044374881187 0.011607797199336677 0.00089572840104574505 0.042116248041450283 0.02906792459960833 -0.0061129702713883828 0.0073559558712930307 0.026992182677334709 0.007567570485064937 -0.022226262694242688 0.0081030352997563428 0.0066605692898978495
leaf_weight=28.978174664080143 6.6665266193449524 8.1264212131500226 12.148063085973261 6.1459113210439735 5.0322837904095641 2.7992329746484748 22.847776364535093 6.9801841452717772 12.48100560903549 3.6513436473906031 5.8522250056266776 4.9798536673188201 16.487964071333408 5.4338479265570632 57.148642800748348 7.8426132351160032 9.4109667390584928 38.105434946715832 29.304707646369934 4.5986987352371207 14.618031229823826 7.0284354537725431 14.384947471320634 5.4577203467488271 3.8666670173406601 4.5311917029321185 5.3060516007244614 12.134012959897516 4.8059020265936852 17.270974285900593 2.9855908602476111 59.384186878800392 5.552547425031662 14.373354360461233 14.735171921551233 4.0342678651213628 4.0765044242143622 4.9340158179402342 6.0287037566304198 10.221024699509142 23.79110648855567 32.20356373488903 7.3771408200263968 55.010960526764393 6.8380628228187552 5.7958566322922698 5.7844220995903015 8.7162275537848455 12.356771580874918 6.3313665986061087 10.416124951094387 5.7368299812078476 182.35325169563293 4.0619030408561212 3.0454770773649216 3.4171162471175194 9.0939630568027479 9.0457633361220342 6.2186277285218265 17.997236222028732 8.4920732602477056 9.7816361114382726
leaf_count=200 43 165 167 34 35 23 225 57 87 41 66 51 120 40 658 48 61 293 179 75 152 45 135 41 38 67 44 89 31 313 37 408 50 93 87 29 39 37 37 63 160 205 60 375 50 41 53 70 91 42 66 40 1224 34 37 23 56 79 50 125 62 70
internal_value=-0.00372475 0.000739898 0.00428543 0.00184482 -0.0052613 0.0200619 -0.00735824 -0.00500484 -0.0156914 -0.00887267 0.000233745 -0.00895485 -0.00807844 -0.00020178 -0.0137014 -0.019192 -0.00813102 -0.00179924 0.00148059 0.00702195 -0.0106688 0 -0.0134953 -0.0169678 -0.000784956 0.00494958 0.00300476 -0.00710402 0.00241732 0.024674 0.0148728 -0.00918293 0.013423 -0.00188259 6.55106e-05 0.00455279 0.000272995 -0.0086768 -0.0133766 0.00304376 0.00746589 0.0064924 -0.0235582 -0.00771683 -0.00390734 -0.0117408 0.0217922 -0.00209979 0.000618745 -0.00656912 -0.0110215 -0.0008749 0.00171209 0.015601 0.0234718 0.00994027 -0.00262147 0.000584849 -0.00822198 -0.0143302 -0.00440219 -0.00729928
internal_weight=944.617 423.163 266.671 231.467 156.493 35.2039 521.453 381.292 52.2511 39.7701 163.338 217.954 210.973 52.8383 140.161 69.7972 70.3642 47.5164 157.486 67.5521 158.135 104.242 36.1188 31.0865 9.32439 62.9534 58.4222 17.4401 12.6485 32.4046 15.1337 143.517 12.581 91.6608 77.2875 51.5896 41.7709 25.6979 20.7639 47.8584 40.9821 37.6374 21.7621 127.029 66.2222 60.8068 9.81869 37.6944 223.34 28.6302 22.2989 11.8827 194.71 17.191 10.5245 6.46259 89.934 56.6242 33.3098 24.2159 47.5784 39.0863
internal_count=7516 3379 2202 1662 1177 540 4137 2821 437 350 1259 1562 1505 359 1316 737 579 354 1193 572 1146 740 309 274 79 497 430 133 79 517 204 994 95 645 552 391 309 161 124 308 297 245 195 874 458 416 82 270 1497 182 140 74 1315 137 94 60 621 390 231 175 311 249
is_linear=0
shrinkage=0.03


Tree=69
num_leaves=63
num_cat=0
split_feature=32 31 45 5 0 26 31 45 26 26 31 11 5 32 50 11 35 34 11 45 31 43 45 12 12 11 31 0 43 12 3 54 27 32 26 50 0 49 50 26 43 31 11 34 50 43 43 32 26 3 11 26 50 5 49 3 3 3 43 32 32 0
split_gain=16.2173 9.46069 10.8148 11.3354 9.59101 9.14848 7.66925 8.31093 6.54778 4.51729 9.0281 7.29079 4.87911 4.81628 4.42868 5.16147 4.37993 4.28969 9.35933 3.6988 5.7732 3.26259 3.31348 3.1188 2.87187 2.78113 2.76677 2.67625 3.03613 3.00942 2.64673 2.5914 2.37084 3.59752 2.35941 3.2728 2.93286 2.78583 4.22614 2.90854 2.7088 2.3293 2.15158 2.75305 3.43744 2.07399 2.06008 2.05233 2.00805 1.99056 1.97142 1.80927 2.42765 2.18102 1.82373 1.7578 1.74195 4.02619 1.66935 1.69151 2.67696 1.65124
threshold=1.0000000180025095e-35 0.16000000000000003 1.5000000000000002 0.01941930618401207 20.500000000000004 7.5000000000000009 1.0000000180025095e-35 1.5000000000000002 14.500000000000002 8.5000000000000018 1.0000000180025095e-35 0.79207412340655592 0.025657894736842109 0.16500000000000004 3.315707808323157 0.89882844131728368 1.0000000180025095e-35 1.0000000180025095e-35 0.82032152110536638 0.88562091503267981 1.0000000180025095e-35 -0.27499999999999997 1.5000000000000002 0.32500000000000012 0.52500000000000013 0.69858908400027009 0.12000000000000002 33.500000000000007 -0.27499999999999997 0.27500000000000013 0.20761494252873566 1.0000000180025095e-35 1.0000000180025095e-35 0.17500000000000002 13.500000000000002 3.3723414149732767 31.500000000000004 0.19000000000000003 1.7585441243211084 11.500000000000002 -0.37499999999999994 0.16000000000000003 0.90849589109791129 1.0000000180025095e-35 3.1307312134163801 -1.0000000180025095e-35 -0.37499999999999994 0.18500000000000003 10.500000000000002 0.18634259259259262 0.70775301753491615 6.5000000000000009 2.7815080780430619 0.3943381180223286 0.12000000000000002 0.36250000000000004 0.13310480342311679 0.36250000000000004 -0.22499999999999998 0.18500000000000003 0.43000000000000005 51.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 26 7 48 9 10 11 12 -2 16 -15 -16 -13 18 21 20 30 -11 25 -14 47 -23 42 -22 29 -29 -19 34 46 -34 35 37 -37 38 -21 40 -40 -31 43 56 -45 -28 -32 -25 -7 -46 -36 52 -6 61 -54 -30 -1 -58 59 -20 -61 -53
right_child=8 2 3 -5 51 6 -8 -9 -10 17 -12 13 23 14 15 -17 -18 19 58 31 27 22 -24 24 -26 -27 45 28 55 41 32 -33 33 -35 50 36 -38 -39 39 -41 -42 -43 -44 44 49 -47 -48 -49 -50 -51 -52 53 54 -55 -56 -57 57 -59 -60 60 -62 -63
leaf_value=-0.0038573136366916775 0.024012312204782549 0.033819054669123404 -0.022111084060659879 0.026657050612219152 -0.016084023800573714 -0.010049340204118911 -0.036188665579950811 0.033162415932222175 -0.032856759217103237 -0.014915730446923708 -0.033869290068771749 0.012047307057383744 0.023526670277714847 -0.0051452523175916278 -0.002538116857943919 0.027311335845018665 -0.020413913897834594 0.010868990168301196 -0.018228687158262029 -0.026964787854353082 -0.011659020662599195 0.014062217604157724 0.021926742216080458 0 0.012279977786719663 -0.013216221779683353 0.026107325285266155 0.015240788270960919 0.027284401641841916 0.0022671303638536117 0 -0.031396181143402854 0.023259507182390962 -0.016074553001464098 0.017539767449340819 -0.00081282397406918854 -0.027637443929744963 0.0108829041537294 -0.017389806112631797 -0.013874384813819767 -0.0010791834971680516 -0.022477180833840527 -0.0098657994369599263 0.011184885810890602 -0.021025460394363014 0.0008217083745415114 -0.020530312217938645 -0.027536812866287595 -0.031743963818505805 0 -0.0055800408382280266 0.0029146160601833558 0.0080668039909207595 -0.015094716276133837 -0.013629419138875424 0.0083236509144797733 0.018569107728689197 -0.002338049468494567 -0.022781613127431734 0.018746507656426895 -0.016737681855276545 -0.010584213433853462
leaf_weight=12.681978568434713 15.472903747111557 7.9280547089874736 4.7103204764425746 29.948231771588326 12.694497160613539 31.023069977760315 12.204101145267485 3.5945671387016764 8.7250149175524694 8.8664813712239283 7.3632292151451102 4.0874666273593929 4.2383230738341835 47.959992621093988 10.410831537097694 9.5715824812650663 22.704914811998606 4.268847979605197 12.125641252845528 10.511955834925173 8.0748790949583036 5.2899009138345745 7.7914469987153998 4.9154007174074632 5.1747775897383681 8.2539042308926565 5.7387128099799156 5.1628744006156948 5.6280974075198165 5.5955420359969121 5.4168073385953894 4.6196773946285239 3.5607214942574483 4.4752780981361866 5.2448472082614881 5.4703157544136074 14.997900433838366 6.4438672065734854 10.666002683341501 37.06681090220809 65.678795829415321 7.1604644060134888 22.440987154841423 6.1801400855183628 11.985105425119402 6.787001505494116 24.559171739965681 5.0714573189616203 4.7163050323724738 5.8872160464525214 7.8256436884403229 180.00765807554126 11.141891233623026 6.4610953256487837 4.7683112472295752 29.126127034425735 17.588570609688759 14.603552766144274 50.865985590964556 3.4238668493926516 3.8539769612252712 8.1826546899974328
leaf_count=89 207 165 45 495 78 261 87 41 87 60 60 30 38 341 72 75 227 27 117 74 47 39 72 38 34 49 47 35 40 34 47 45 26 46 41 38 104 50 75 274 474 42 146 48 68 48 237 29 48 37 54 1185 76 34 28 188 154 103 495 29 40 96
internal_value=-0.00363332 0.000724431 0.00417347 0.0197682 0.00179455 -0.00513388 -0.015441 -0.00870131 -0.00718976 -0.00672527 -0.00200606 -0.000100234 0.0115408 -0.00446389 -0.000115227 0.0115914 -0.0151867 -0.00844464 -0.0137924 -0.00643526 -0.00187857 0 0.00653338 0.00114411 -0.00494703 -0.00207573 0 0.00397176 0.0065165 -0.00323247 -0.0104045 -0.00917992 -0.012995 0.000767305 -0.0084797 -0.00954932 -0.0208359 -0.00770214 -0.00873285 -0.00694566 -0.00347578 -0.0112923 -0.00182261 0.00073025 -0.00732037 0.0131062 -0.0168639 -0.0145282 -0.0132399 -0.0141043 0.00336973 0.000601224 -0.00637458 0.00166263 0.0011035 0.0117044 0.00519182 0.00894373 -0.0197811 -0.0114571 0 0.00228521
internal_weight=938.996 421.274 265.843 34.6586 231.184 155.431 51.538 39.3339 517.722 508.997 136.971 129.608 34.8729 94.7348 67.9424 19.9824 26.7924 372.026 100.471 271.555 103.029 30.2017 21.3353 19.4 15.1616 13.5438 103.893 60.748 52.6731 17.9189 42.2808 168.526 38.012 8.036 163.906 150.836 20.4682 130.367 123.924 113.412 76.3448 12.756 91.3676 68.9266 24.0525 12.5257 29.976 9.98686 35.7394 17.8723 13.0705 223.256 28.6047 194.651 15.9102 34.7542 44.8741 32.1921 70.2695 19.4035 7.27784 188.19
internal_count=7516 3379 2202 540 1662 1177 437 350 4137 4050 1151 1091 346 745 488 147 257 2899 901 1998 769 220 160 139 101 88 740 386 339 111 383 1229 356 72 1184 1089 142 947 897 823 549 76 645 499 153 95 284 67 309 105 95 1497 182 1315 104 228 346 257 681 186 69 1281
is_linear=0
shrinkage=0.03


Tree=70
num_leaves=63
num_cat=0
split_feature=32 13 31 58 31 13 34 13 32 26 31 0 0 26 26 26 31 32 34 26 31 58 0 0 21 0 0 26 14 50 14 14 13 50 14 4 32 53 26 0 0 31 11 13 11 26 32 3 50 11 11 50 50 31 21 5 31 47 34 5 3 14
split_gain=15.3883 14.666 13.8143 7.9377 8.15227 7.47561 7.35421 7.15728 11.4065 11.2331 6.18839 6.13809 5.96462 5.78485 5.46816 4.3551 7.98593 5.74248 4.29035 3.78008 3.60968 4.85655 3.25441 7.11955 2.82012 3.29482 4.99513 6.90361 2.73458 3.74303 4.75046 3.07296 2.67871 2.67656 2.54461 2.52379 2.48703 2.44598 2.25988 2.18267 7.40913 4.44575 3.11807 2.92376 3.07247 2.00549 1.96962 1.87037 1.86851 1.97369 3.97153 3.38212 3.1436 3.48917 2.99134 1.8477 1.83427 1.71163 3.00708 2.19327 2.92149 1.70609
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 0.18500000000000003 10.500000000000002 1.0000000180025095e-35 24.500000000000004 23.500000000000004 6.5000000000000009 12.500000000000002 9.5000000000000018 1.0000000180025095e-35 0.16500000000000004 1.0000000180025095e-35 7.5000000000000009 0.12000000000000002 1.0000000180025095e-35 38.500000000000007 28.500000000000004 0.36285815454412707 49.500000000000007 54.000000000000007 10.500000000000002 0.70280062671367027 3.315707808323157 0.60676291793313075 0.68120471014492767 1.0000000180025095e-35 3.1963557881865921 0.58411949685534603 0.39990933816863111 0.17500000000000002 1.0000000180025095e-35 9.5000000000000018 51.500000000000007 49.500000000000007 0.16000000000000003 0.92491812075246072 1.0000000180025095e-35 0.69744992305541842 8.5000000000000018 0.16500000000000004 0.38750000000000007 1.7585441243211084 0.6207242242090244 0.69744992305541842 3.3723414149732767 3.2806961417784364 0.16000000000000003 0.46096404744368102 0.062418346836329859 0.2950000000000001 2.5000000000000004 1.0000000180025095e-35 0.04083333333333334 0.34687500000000004 0.64902948861515497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 10 4 7 6 -6 14 -9 -10 13 12 -1 18 24 17 -17 34 35 -19 21 22 23 -13 25 32 27 -27 29 30 -24 -31 57 -26 -5 -3 -18 45 -12 40 43 -42 -41 -22 -45 -7 -8 -23 -47 -50 52 56 54 -54 -51 -25 -52 -2 -59 60 -60 -32
right_child=3 2 -4 15 5 37 46 8 9 -11 38 20 -14 -15 -16 16 36 19 -20 -21 39 47 28 55 33 26 -28 -29 -30 31 61 -33 -34 -35 -36 -37 -38 -39 -40 42 41 -43 -44 44 -46 48 -48 -49 49 50 51 -53 53 -55 -56 -57 -58 58 59 -61 -62 -63
leaf_value=0.0039136237580779144 0.0066308175949571901 0 0.032813356492961215 -0.00025943043876661782 -0.032122617989315691 -0.031449454439733578 0.01600742704095719 0.037574656643812251 0.033491425440475675 -0.018898696034077376 -0.0038411437054012162 0.020278948771748292 -0.027709256984897068 0.036269890528017337 -0.031020962693695586 -0.023604363443264435 -0.0075181062743119084 0.014966649005765722 -0.013194044529648685 -0.0060352127200476967 0.0017015143547672417 0 -0.0043067686661426713 -0.030980299172999898 5.3008805248824832e-05 0.037415448737249717 -0.010519044905527453 -0.0061118928146265518 -0.019723061723890958 -0.0090333831221818331 0.035883883151706458 0.011814372230108091 -0.020915936613991683 0.019970962564406437 -0.025777784863718466 0.034970488811610738 0.01924071886499764 -0.024372343392840841 -0.035063289851910484 -0.031616466691130649 -0.0097201990817370066 0.033714932765352035 0.0014201389947801357 0.0023085312111566629 -0.027726794166962183 -0.02528317685401478 0.00039806148316199263 -0.023371736134870001 -0.019462831216377586 0.0066423593742016788 -0.005644471120930015 -0.026715368378693417 -0.0014535146095212377 0.034242859837251366 -0.01767370662096665 -0.0099676694699054411 -0.018247943441338042 -0.01220797139461083 0.02728465049737179 -0.0097167365350275519 0 0.013175374197353606
leaf_weight=7.8377126231789598 10.590189851820467 3.5895274057984397 23.005836233496666 5.0194157287478474 5.8042301163077346 4.2976155653595915 8.3631691932678205 11.023961663246157 5.2695923894643792 11.016957327723503 5.3748743236064893 4.6066149324178722 14.724126666784286 5.7028802894055834 5.6079631000757209 55.217133052647114 7.7839542925357801 9.3983051031827909 8.318836122751236 37.900672547519207 209.54325709491968 3.7294523119926479 8.8295522704720515 8.358100578188898 17.907260239124302 7.3392448388040084 8.3748395368456823 5.3522265255451202 4.6603554636239997 22.444674223661426 5.8691359907388678 8.4909132048487646 9.9189287424087507 9.4928913712501508 17.127447254955769 3.613315150141716 4.82560084015131 14.579952672123907 3.9117031097412109 4.0591615252196771 2.3452488183975211 9.7848363593220693 5.6431372202932835 5.1751313582062703 6.208561472594738 7.2952392697334281 54.642922013998032 15.316457606852053 15.356634885072706 8.9465942308306747 54.007412359118462 10.808251671493052 4.37896830588579 4.6309815272688866 8.500616326928137 9.2923343479633314 13.765609711408613 32.984025791287422 4.7411195933818879 9.9394437000155431 12.221088692545889 9.2365067079663259
leaf_count=48 68 31 502 43 58 40 60 156 80 80 51 33 116 69 66 658 48 61 47 293 1354 33 60 81 116 93 75 36 26 138 47 57 61 69 182 41 31 156 23 34 17 158 78 34 45 50 350 132 114 64 383 71 31 36 55 61 94 193 34 56 76 63
internal_value=-0.00354674 0.000703437 0.0153517 -0.00702463 -0.00474712 -0.00856797 -0.000318306 0.000306851 0.0142831 -0.00138303 0.00186205 -0.00142838 -0.0165224 0.010958 -0.00250415 -0.0132224 -0.0186899 -0.00775794 0.000933276 -0.00169038 -0.000410752 -0.00518984 -0.00191237 -0.011679 -0.00117047 -0.00351756 0.00686299 0.0187837 0.00166553 0.00365612 0.0125636 -0.00307945 -0.00632236 0.00726576 -0.0203168 0.0179756 0.00239446 -0.0123944 -0.018087 0.00155226 0.00215856 0.0248091 -0.0121549 0.000866475 -0.0137504 -0.010991 0.00260901 -0.0187863 -0.0102074 -0.00920376 -0.00761273 -0.011004 0.00224157 0.0165876 -0.00493093 -0.0204896 -0.00833884 -0.00413016 -0.00614873 0.00109437 0.00781843 0.0227441
internal_weight=934.103 419.672 53.517 514.43 377.158 215.378 68.8103 161.78 27.3105 16.2865 30.5111 366.155 22.5618 21.2246 134.469 137.273 67.8267 69.4458 15.5217 47.299 343.593 100.834 81.7882 22.257 128.861 101.461 21.0663 12.6915 59.5311 54.8708 23.9352 30.9356 80.3948 27.4002 22.1469 7.20284 12.6096 146.568 9.28658 242.759 233.057 12.1301 9.7023 220.927 11.3837 131.988 63.0061 19.0459 127.69 120.395 105.038 78.5813 26.4572 9.00995 17.4472 17.6504 67.773 70.4759 59.8857 26.9017 16.9622 15.1056
internal_count=7516 3379 764 4137 2821 1562 468 1259 316 160 262 2615 164 188 943 1316 737 579 119 354 2451 731 566 175 877 692 204 129 391 365 170 195 488 185 225 72 79 1094 74 1720 1608 175 112 1433 79 938 410 165 898 848 734 548 186 67 119 142 477 427 359 166 110 110
is_linear=0
shrinkage=0.03


Tree=71
num_leaves=63
num_cat=0
split_feature=32 31 45 5 0 26 58 31 31 45 26 26 53 26 31 32 26 26 26 3 26 0 31 28 14 31 58 0 28 58 46 14 32 5 5 0 21 3 3 14 21 3 5 27 26 5 21 14 32 45 45 26 14 21 49 3 26 5 3 43 12 5
split_gain=14.6224 8.49952 10.0621 10.5199 9.04742 8.62741 7.61 7.73919 7.41132 7.70301 6.36371 4.59666 4.4193 4.22782 7.74998 5.53592 3.63616 3.56764 3.40533 3.04785 3.30418 2.75199 2.60413 2.48809 2.48178 2.40753 2.23083 6.96934 2.16016 2.21313 2.15329 2.08714 1.95634 2.26964 6.36332 2.89529 2.56019 1.80092 2.47967 2.90304 1.9798 2.30157 1.97425 1.71702 1.70156 2.06494 1.9587 2.90517 1.67736 7.59989 3.37389 4.38725 2.06933 1.80031 1.93363 1.73768 1.67115 1.64834 1.64105 1.60871 1.59456 1.52019
threshold=1.0000000180025095e-35 0.16000000000000003 1.5000000000000002 0.01941930618401207 20.500000000000004 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 8.5000000000000018 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 0.16500000000000004 14.500000000000002 7.5000000000000009 8.5000000000000018 0.31936274509803925 13.500000000000002 21.500000000000004 0.12000000000000002 1.0000000180025095e-35 0.58411949685534603 0.16000000000000003 1.0000000180025095e-35 38.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.61811868686868698 0.16500000000000004 0.025657894736842109 0.01941930618401207 35.500000000000007 0.37479088507391733 0.19803921568627456 0.29864864864864871 0.70359603789836356 0.35922697885096067 0.43750000000000006 0.01941930618401207 1.0000000180025095e-35 6.5000000000000009 0.3943381180223286 0.38245561072500711 0.62693960372403923 0.18500000000000003 1.5000000000000002 0.89181286549707617 10.500000000000002 0.68533452807646367 0.4030991664050475 0.12000000000000002 0.13723808562876269 12.500000000000002 0.062418346836329859 0.20761494252873566 -0.37499999999999994 0.17500000000000002 0.21320346320346323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 22 7 10 9 26 18 -9 16 15 59 24 19 -17 21 20 23 -2 28 61 -8 -16 27 30 29 37 -7 -24 43 34 36 -35 -34 42 -39 40 41 -40 -1 -23 46 60 47 -6 49 52 -50 -52 53 54 -20 -51 -21 -5 -54 -15 -46 -13
right_child=6 2 3 57 44 8 13 11 -10 -11 -12 12 -14 14 25 17 -18 -19 48 56 -22 32 31 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 35 -36 -37 -38 38 39 -41 -42 -43 -44 -45 45 -47 -48 -49 50 55 51 -53 58 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.02230708186016021 0.032163728539462061 0.033562297775167581 -0.02160365697229627 0.033139733620196149 -0.018302747799150022 0 -0.00025198937038682406 -0.033074840121814011 -0.035793070827521478 0.032518571196300625 -0.030873952190218004 -0.013109525780061937 -0.023885016748824317 0 0.018354598613280423 0.014538815979079675 -0.031741347921388309 -0.0058763545917837456 -0.015447611961706213 0.0042839101357114336 0.0063530193016719588 0.028867729624173472 0.0019067279322641027 -0.0033720883166555283 -0.025525033625489597 -0.0077886589194469114 -0.027234887090998351 0.011180812933365987 0.010391385384890914 -0.017028423585461645 -0.025395612075325022 0.027750469527237111 -0.0051833063430433328 0.0047744792767254862 0.032139997242153502 -0.01775743484341108 0.015017121841927475 0.018368631872051764 0 -0.021392806696723936 -0.0038443547806377302 0.029092109663861016 -0.0029332012313229784 0.001046036130835248 0.012613401925999572 -0.014737137313083992 0.0078214097812287654 0.003832554558692781 0.007284448299335629 0.010917829411662474 0.0071940809684832132 -0.02143887959236181 0.020073858050391722 0.0088713843164771669 0.00064166082418184187 0.040403791595834383 -0.010226712185546501 0.016855283531411344 -0.0014628639854654534 -0.024571190790533045 0.001419251076079436 0.0046594893755096964
leaf_weight=5.7366116195917121 3.4806961789727202 7.5548912920057765 4.5667457059025756 15.697827596217394 14.644717618823057 3.9038523659110096 5.0185255259275463 6.528158225119113 11.826952211558817 3.4844157844781867 5.4686841368675223 81.200979620218277 13.956022083759306 2.9064795002341262 5.0369409471750242 9.3906235396862012 4.8358206152915946 37.764999493956566 21.255360491573814 35.030106328427792 13.091679230332373 5.2057322636246663 7.5909789875149709 46.838349744677544 16.785308804363012 7.565874844789505 7.6918177232146254 9.9465362280607241 11.18473896384239 9.465772517025469 13.536008752882479 4.9016116932034492 19.257223710417751 10.888567153364422 7.1725788600742808 8.9672289565205556 7.7233896479010573 7.4113686606287947 5.191565461456781 4.9153817966580382 12.651662118732927 4.4713156446814537 29.733869396150112 3.933003693819046 12.298029720783232 6.4425144940614691 6.3224231228232375 7.6225221529602996 9.0790670365095121 4.6693384274840337 6.1292554363608387 17.475908115506172 4.5985103845596305 4.4951097890734664 8.7524224072694761 4.1548706367611885 8.6453854590654355 13.19857919216156 8.090675435960291 51.274072766304016 175.67140413075686 3.9661621600389472
leaf_count=40 67 165 45 309 89 23 43 57 87 41 66 584 152 34 33 61 47 293 132 242 90 45 54 307 182 46 76 68 83 78 142 41 111 86 111 66 54 66 34 29 75 34 206 32 91 34 42 51 56 38 50 125 33 31 62 41 59 186 53 624 1190 24
internal_value=-0.00346531 0.000684907 0.00396122 0.0193003 0.0016941 -0.00490387 -0.00687059 -0.00463751 -0.0150537 -0.00838641 0.000300862 -0.00837136 -0.00753444 -0.0129778 -0.0184183 -0.00758429 -0.00630144 -0.00163992 0.00147531 -0.00558508 -0.00768006 0.006614 1.08912e-05 -0.00912469 -0.0200359 0.00231482 -0.012781 -0.00833593 -0.00170731 -0.00350479 -0.0198077 0.012797 0.00501389 0.00267934 0.00742546 -0.00517777 0.000446412 -0.00155039 0.00319218 -0.000823585 0.00359063 0.0138142 -0.00634223 0.0178155 0.000558474 0.00158961 -0.00620724 -0.0104917 -0.00232339 0.000734215 -0.00771876 -0.0137541 -0.00396355 -0.00783905 -0.010583 0.0260539 0.00124132 0.0260749 0.00606683 -0.023342 0.00219615 -0.0122028
internal_weight=928.297 417.664 264.02 33.4632 230.557 153.644 510.633 374.89 50.3896 38.5626 160.798 214.093 207.565 135.743 66.7834 68.9595 193.608 47.1556 155.329 188.773 145.097 66.6284 103.255 132.005 21.8038 12.6028 35.0782 27.3864 90.7623 79.5775 17.4399 12.4926 63.1477 54.009 34.1532 19.8558 26.9806 70.1118 34.6413 27.2299 22.3145 9.66288 35.4705 9.13874 223.002 194.412 28.5897 22.2672 88.7005 56.0163 32.6842 23.6052 47.1921 34.5029 30.0078 8.82421 43.6755 28.8964 12.6892 54.1806 187.969 85.1671
internal_count=7516 3379 2202 540 1662 1177 4137 2821 437 350 1259 1562 1505 1316 737 579 1353 354 1193 1306 1005 572 740 915 225 79 309 233 645 562 165 95 505 428 276 152 165 484 238 172 143 68 246 77 1497 1315 182 140 621 390 231 175 311 225 194 79 301 495 86 658 1281 608
is_linear=0
shrinkage=0.03


Tree=72
num_leaves=63
num_cat=0
split_feature=31 26 28 26 27 26 50 4 43 12 13 34 5 26 42 0 49 4 45 43 42 13 50 3 14 50 4 3 14 5 42 43 47 26 13 14 4 4 43 50 3 26 26 26 43 42 5 12 14 14 14 42 42 12 50 50 43 31 26 49 49 31
split_gain=11.5734 13.2321 8.18129 8.04983 10.2898 7.88245 5.48501 4.8844 4.00831 5.67933 3.69007 10.0852 2.98695 3.88101 2.90794 6.69152 4.63549 2.89772 3.01524 2.83596 2.8221 3.1919 3.21286 2.86823 2.73501 2.733 2.71603 2.60325 2.5769 2.52118 5.3753 2.59785 2.50184 2.41612 2.3408 2.32401 2.3129 2.29477 2.37339 2.57192 2.69581 2.38433 2.29212 2.13597 2.06411 2.03261 2.02415 1.8687 1.80534 1.73708 1.60308 2.29555 1.72032 1.60233 1.99293 2.31615 1.62712 1.90536 1.69028 2.25889 1.96558 5.67718
threshold=0.16000000000000003 12.500000000000002 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 14.500000000000002 3.3723414149732767 0.30901856763925734 -0.22499999999999998 0.52500000000000013 0.90000000000000013 1.0000000180025095e-35 0.062418346836329859 10.500000000000002 5.0984291050021247 51.500000000000007 0.2950000000000001 0.35214626391096987 0.97500000000000009 0.17500000000000002 5.0584136705686493 0.70000000000000007 2.9242685963818378 0.19803921568627456 0.63943957300800625 2.7040907083446837 0.24662162162162166 0.15578298258678558 0.69467984934086646 0.026671408250355622 3.8574466511864682 -1.0000000180025095e-35 2.5000000000000004 9.5000000000000018 0.70000000000000007 0.70359603789836356 0.31142241379310348 0.42796974866950172 -0.22499999999999998 2.533010400260828 0.14976474159690528 10.500000000000002 12.500000000000002 3.5000000000000004 1.0000000180025095e-35 5.0130876627464049 0.26975051975051983 0.52500000000000013 0.64480286738351267 0.64530791788856312 0.61416040100250646 3.6257820523298188 3.6345066141412254 0.17500000000000002 3.0678793895128593 2.4194005465518993 0.52500000000000013 0.2950000000000001 6.5000000000000009 0.32500000000000007 0.12000000000000002 0.28500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 20 8 10 7 24 9 32 14 -12 13 -13 15 34 -16 -9 -19 37 21 29 -23 28 -4 27 33 -11 -24 31 46 43 -5 -26 53 47 -21 38 39 -6 -41 -42 -14 -1 -36 -10 -31 50 -27 -40 51 -33 -52 54 55 -2 58 -58 -55 60 -60 -62
right_child=5 -3 6 4 19 -7 -8 17 45 25 11 12 42 -15 16 -17 -18 18 -20 36 -22 22 23 -25 26 48 -28 -29 -30 30 -32 35 -34 -35 44 -37 -38 -39 49 40 41 -43 -44 -45 -46 -47 -48 -49 -50 -51 52 -53 -54 56 -56 -57 57 -59 59 -61 61 -63
leaf_value=-0.0071567303795462885 0.0011185176370987569 -0.03294278862693921 0.026581499131814679 0.0071521356083215472 -0.011627830535812678 -0.032433809266328641 -0.014643848037033254 -0.017642431450363549 -0.017435112723021149 0.013578217176446836 0.03189798343757929 0.013869044965605325 0.0043203569809868057 -0.0083065263607711558 -0.0024467977621082881 -0.029303808959264467 0.038772188272242498 -0.017960580067042129 0.0087670794597123243 0.021294611426476123 0.023454315642117272 0.033281155062092532 0.012258276509602145 0.019608278107577426 -0.010115500139983287 0.033846818869711463 0.027103511975451702 -0.01638683967856952 -0.015206287107409094 0.016436548790095189 -0.030120388419840889 -0.00013342165521251908 -0.012264945168612549 0.015726515079839586 -0.020322031699704264 -0.024429807011032 -0.00071614202929738083 0.010596741493185765 -0.0064965580041797819 -0.0096148175013894728 0.0058723788874795518 0.033978327740756029 0.032502646401458626 0.012192145879691869 0.0049943930839834467 0 -0.010045121171529831 -0.017824537209042219 0.0043448399475272178 -0.023520382830359912 0.0036443748222374818 0.029322398731290267 -0.0099811582071681268 -0.0078387028518028048 -1.0552686692108613e-06 0.033026006955634866 -0.0005148036775698753 0.024476331528308082 0.00015656234319888542 -0.011318812151463088 -0.0031181006133538256 0.026707220460609717
leaf_weight=6.5466962344944504 4.1862948760390299 15.985552728176115 12.918850973248484 5.8006817139685145 10.009173896163704 6.1408163197338572 11.783491704612969 6.8981542065739623 110.02601362764835 4.1557321101427096 12.437884341925381 9.2520178370177728 8.47972349449992 27.428986169397831 4.9049909338355047 6.9324153102934352 4.2267026230692863 4.3137483522295978 21.45571269094944 8.6051991432905179 4.1572716906666747 3.8579310066998032 4.5574408099055308 6.3184524103999129 7.6763208359479922 3.8545166254043561 4.5444584898650637 6.0201425142586231 7.945072665810585 4.4431815594434756 8.8602436333894712 5.8254827372729761 106.76591742783785 5.3341179713606834 8.8492791727185232 4.8370250910520545 7.3828864730894557 9.2976143509149534 24.83912518620491 6.0637596361339119 11.869477745145558 3.717297486960887 4.0584124103188506 18.229488488286734 3.6728264838457099 6.5826644822955123 5.5705338940024376 6.1773900613188735 4.6017566695809364 7.5414230599999419 14.90162483602762 3.4150421619415283 17.367613539099693 24.591803018003702 9.139886833727358 4.7939253076910973 4.8044343106448633 5.0415517166256905 186.84107580408454 13.582209989428518 12.906976830214264 9.6844900883734208
leaf_count=54 30 178 100 48 75 59 80 51 979 34 304 121 89 226 48 72 57 28 180 78 45 47 42 59 47 34 38 48 56 29 61 46 898 36 78 32 57 79 201 46 110 29 37 124 28 56 31 43 40 57 107 31 111 153 64 37 35 40 1258 93 84 78
internal_value=-0.00338062 -0.00614088 -0.00531693 -0.00681823 -0.00921428 0.000693671 0.0038169 0.00739215 -0.0123597 -0.00864318 0.00128358 0.00796388 0.0016896 -0.00250564 -5.52331e-05 -0.000595991 0.016411 -0.000500215 0.00395803 -0.000413159 -0.000198419 -0.00111416 0.00888723 0.00327414 0.0159964 0.00644164 0.0076571 -0.00354528 -0.00468713 -0.00354839 -0.0133452 -0.00105068 -0.0112002 0.000102908 9.38421e-05 -0.00489034 0.0108767 -0.00297889 -0.00507011 0.000597755 0.00657901 0.013301 0.0142807 0.00682293 -0.0124631 -0.0164679 0.00120937 -0.00268935 0.0189568 -0.0107656 -0.000218447 0.0105077 -0.00352054 0.000694817 0.00926991 0.0191537 6.12678e-05 0.011917 -0.000395195 0.000405008 0.00120402 0.0095263
internal_weight=923.011 551.054 535.069 460.144 337.133 371.957 74.9249 63.1414 247.807 131.199 365.816 61.657 49.2191 36.681 304.159 295.027 9.13169 32.6676 25.7695 89.326 123.01 118.853 22.6789 18.821 30.4737 18.6321 17.5549 10.1759 12.5025 96.1743 18.874 77.3004 112.567 13.0104 288.095 52.5242 15.9881 73.3379 64.0403 31.6597 21.6505 15.5868 12.5381 24.7762 12.5221 116.609 10.0137 47.6872 8.45627 32.3805 41.5098 9.24052 32.2692 275.573 18.1201 8.98022 257.453 9.84599 247.607 223.015 209.433 22.5915
internal_count=7516 4525 4347 3787 2869 2991 560 480 2137 1102 2932 777 473 347 2155 2050 105 259 208 732 918 873 204 157 221 156 121 82 98 669 121 548 946 83 1978 370 135 597 518 260 185 139 126 178 106 1035 60 338 74 258 295 77 218 1872 131 67 1741 75 1666 1513 1420 162
is_linear=0
shrinkage=0.03


Tree=73
num_leaves=63
num_cat=0
split_feature=32 13 31 58 31 13 13 32 0 0 31 50 50 43 40 31 58 1 0 0 36 32 32 35 43 53 0 13 49 32 13 11 54 43 4 12 28 12 32 50 0 49 0 31 13 1 50 1 1 50 4 5 35 9 29 1 31 50 12 1 50 11
split_gain=13.3537 13.4355 12.8373 7.27216 7.4443 6.86941 6.75242 10.5903 5.6721 5.64636 5.63823 4.59546 4.33826 4.28788 4.10541 3.06338 4.43151 2.96424 3.5138 4.68015 4.01999 2.90789 2.68463 2.54433 2.49868 2.30062 2.28803 4.59737 10.0894 3.69287 3.31501 2.34096 2.25408 2.22215 2.18821 2.44895 3.27034 3.38471 3.05716 2.12056 2.04653 7.23384 6.956 4.15574 2.68829 2.93972 1.98872 1.87187 1.93594 1.83229 1.80752 1.80512 1.80216 2.42352 1.72207 1.70517 1.70388 3.33323 2.61749 2.7893 2.91333 2.06542
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 0.18500000000000003 24.500000000000004 23.500000000000004 1.0000000180025095e-35 3.1307312134163801 2.533010400260828 -0.22499999999999998 1.0000000180025095e-35 0.12000000000000002 1.0000000180025095e-35 3.6166825895759684 28.500000000000004 38.500000000000007 1.0000000180025095e-35 0.53500000000000014 0.16500000000000004 1.0000000180025095e-35 -0.37499999999999994 1.0000000180025095e-35 49.500000000000007 1.0000000180025095e-35 0.19000000000000003 0.18500000000000003 1.0000000180025095e-35 0.93134835368155466 1.0000000180025095e-35 -0.22499999999999998 0.42476927252985891 0.47500000000000003 1.0000000180025095e-35 0.37500000000000006 0.17500000000000002 3.1963557881865921 51.500000000000007 0.33500000000000008 49.500000000000007 0.16000000000000003 1.0000000180025095e-35 4.5377900106069626 1.7585441243211084 4.500814583693912 3.6855547771300552 2.7040907083446837 0.35355392156862753 0.062418346836329859 1.0000000180025095e-35 0.17500000000000002 1.5000000000000002 4.6186198135562337 0.12000000000000002 3.2806961417784364 0.37500000000000006 3.7442656022803047 3.315707808323157 0.66984370007492833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 10 4 6 22 26 -8 9 -1 11 -3 -5 14 -14 16 17 -10 -19 51 54 -15 -6 -9 -25 32 30 28 -28 -29 31 33 46 47 35 36 38 -38 -24 -13 42 -42 44 -44 -17 -46 -7 48 -2 -40 -49 -20 -18 -54 -21 -32 57 61 59 -58 -61 -48
right_child=3 2 -4 12 5 25 7 23 15 -11 -12 39 13 21 -16 40 52 18 19 20 -22 -23 34 24 -26 -27 27 29 -30 -31 55 -33 -34 -35 -36 -37 37 -39 49 -41 41 -43 43 -45 45 -47 56 50 -50 -51 -52 -53 53 -55 -56 -57 58 -59 -60 60 -62 -63
leaf_value=0.0038061657748872471 0.0018867260742067404 0.036697978640917825 0.032543592659492179 -0.022823614633430831 0.01551608551961218 -0.025004077520572054 0.037137941554957261 -0.009762790232616116 0.0094948587146333977 -0.027126902877558673 -0.017459997623855854 -0.014807147665359588 -0.00090102103307860074 -0.020021001222998859 -0.021279040214088232 0.001596123788306714 -0.031692255301898294 0.019723100222166966 -0.03056573237297985 0 -0.021802389583998188 0.0045987508128957398 -0.014698598250664524 -0.0049422209542824393 0.034056041326380168 -0.02369926596494153 -0.038870950800216464 0.037657287785042695 0.025955928262436697 0.0035007399457491666 -0.0062640764947559423 0.010653278662668046 -0.030997165322870196 -0.0083900510547362632 0.017561320492808029 -0.015240246776100591 -0.00036806693294992121 0.031620109788752189 -0.0078047428059587354 0.009300241637955519 -0.039356783156410426 0.011625477065494961 -0.0090652108183051656 0.033360883606142373 0.0023216103732620081 -0.027247236609946913 -0.023975334926023016 0.018844921521818152 -0.013884332400006919 0.012808921450914532 -0.002499849851551409 -0.0095034421527014391 -0.021939424721020784 0.0038061817091340675 0.018930432610281888 -0.033240595363382766 -0.012232275551931066 -0.030449914218520922 -0.010217110113793997 -0.00082661000143716937 0.021827446864705138 0
leaf_weight=7.8171105533838281 20.622861959040169 4.5730134807527127 21.584346543997526 29.752005312591791 8.3311038762330991 7.3100230991840354 10.649615213274958 10.572155348956583 16.459947630763054 14.305828653275967 8.9300949871540052 4.1649344936013248 52.338207315653563 36.195598639547825 10.713074862956999 209.33352369070053 6.0909333005547532 4.6193673945963374 7.944129258394244 30.870036780834198 6.964526154100894 4.3881608210504046 16.054523453116417 2.3895509839057922 2.7877419441938391 13.883786816149948 4.6567142233252525 5.0930127501487732 3.6151435673236847 7.2296082004904747 4.9832886531949026 10.819684632122515 4.7157501727342597 47.506096705794334 4.2456558495759955 13.395239420235155 6.4256929978728277 4.8191592916846275 6.329555585980418 12.189128436148165 4.4440416768193227 5.0308832414448261 2.3009044229984275 9.3352213688194734 5.146923214197157 6.0547486618161201 4.3382960036397007 8.25997396558523 10.025893360376356 8.7578015550971013 5.3368583023548117 9.2015387490391713 6.9851798042654991 5.3557415306568146 4.8871894627809516 4.8162718117237091 10.588993176817892 8.8290412127971631 60.214538544416428 15.139874383807184 7.1630862429738036 11.597483672201632
leaf_count=48 138 54 502 313 60 52 156 92 114 116 74 30 464 381 103 1354 64 33 81 198 42 55 125 21 47 156 37 63 38 66 35 79 51 316 29 85 41 37 35 104 45 67 17 158 34 45 31 54 60 56 31 61 58 43 37 26 74 61 421 106 54 88
internal_value=-0.0032915 0.000685156 0.0150127 -0.00656777 -0.00438138 -0.00806107 0.000483247 0.0143132 -0.00133504 -0.0159918 0.00200745 0.0106853 -0.0125966 -0.00956454 -0.00451466 -0.000357829 -0.00480022 -0.00167762 -0.00464263 -0.00668199 -0.00119034 -0.0172024 -0.000140415 -0.00101657 0.0154264 -0.0117797 -0.00223489 0.00680806 -0.00988679 0.0184729 -0.00395466 -0.00227658 -0.0104252 -0.00388642 -0.00245728 -0.0041454 -0.000443161 0.0131297 -0.00558806 0.00269358 0.00144678 -0.0119859 0.00203064 0.0244533 0.000799285 -0.0133324 -0.00955412 0.000830084 -0.00313441 0.00377948 0.0101173 -0.0198481 -0.0180265 -0.0104053 0.00275639 -0.0205221 -0.00850441 -0.0156592 -0.00650757 0.000122789 0.00631194 -0.00681681
internal_weight=919.48 414.589 51.4415 504.891 371.504 212.14 159.364 26.3991 363.148 22.1229 29.8572 20.9271 133.387 103.635 63.0513 341.025 99.3786 80.9467 64.4868 59.8674 42.7218 40.5838 68.3587 15.7494 5.17729 143.781 132.965 20.5945 8.27186 12.3226 112.371 102.571 129.897 91.7517 60.0276 55.782 42.3867 11.2449 31.1419 16.3541 241.646 9.47492 232.171 11.6361 220.535 11.2017 125.181 44.2456 30.6488 15.0874 13.5968 17.1457 18.4319 12.3409 35.7572 9.79956 117.871 24.7648 93.1065 32.892 22.303 15.9358
internal_count=7516 3379 764 4137 2821 1562 1259 316 2615 164 262 188 1316 1003 567 2451 731 566 452 419 277 436 468 160 68 1094 943 204 75 129 739 678 938 599 408 379 294 78 216 134 1720 112 1608 175 1433 79 887 283 198 91 85 142 165 101 235 61 835 180 655 234 160 119
is_linear=0
shrinkage=0.03


Tree=74
num_leaves=63
num_cat=0
split_feature=32 13 31 28 26 31 26 31 26 4 34 4 42 1 13 32 2 26 21 42 1 54 4 1 42 26 34 32 45 26 26 21 34 13 3 13 31 26 31 1 3 26 12 1 1 31 3 3 1 1 1 2 28 43 4 3 9 3 42 12 3 41
split_gain=12.6697 12.8379 12.5623 6.68457 5.60092 5.34619 5.4829 5.07749 4.84281 4.26895 4.09394 3.7587 3.4207 6.21304 3.15751 3.13784 8.4439 3.18347 2.5491 2.53352 4.47935 2.47322 2.42743 2.35563 2.93532 2.13215 2.10523 2.07872 5.40215 4.71076 3.50809 3.4088 2.29476 16.242 3.8168 3.24302 7.69557 4.2008 3.49624 3.82469 3.15837 3.10407 2.70516 1.99093 1.93679 2.20249 2.01969 2.18193 4.22235 2.72709 1.92513 2.12831 2.00543 1.91313 1.88731 1.75768 2.14564 2.74119 1.96125 1.75359 1.54251 2.93074
threshold=1.0000000180025095e-35 0.90000000000000013 0.16000000000000003 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 6.5000000000000009 0.12000000000000002 14.500000000000002 0.28759398496240607 1.0000000180025095e-35 0.35948717948717951 3.6980807804202587 4.6907213539591348 0.70000000000000007 0.32000000000000012 3.5000000000000004 7.5000000000000009 0.40781721329356901 5.0315115408785305 5.0796373003381596 1.0000000180025095e-35 0.39990933816863111 3.5401456763707917 3.5720508338618551 9.5000000000000018 1.0000000180025095e-35 0.18500000000000003 0.89181286549707617 10.500000000000002 10.500000000000002 0.34366307262800377 1.0000000180025095e-35 1.0000000180025095e-35 0.1012820512820513 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 4.500814583693912 0.13723808562876269 9.5000000000000018 0.4250000000000001 5.134415438056247 4.9471272958050703 0.23000000000000004 0.14669236950007072 0.10275263951734541 4.8218426205347829 4.4767173695485214 4.6858418598895959 3.5000000000000004 1.0000000180025095e-35 0.074999999999999997 0.33771929824561409 0.51250000000000007 0.17500000000000002 0.41250000000000003 4.6671121786567591 0.52500000000000013 0.48750000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 14 6 10 12 15 23 22 54 50 18 55 17 -17 -6 -14 20 44 27 -3 -5 -25 -7 43 32 30 -30 31 -29 33 34 -19 38 40 -38 39 -34 -37 -36 -40 -15 46 -46 47 48 -9 -49 51 52 -1 -51 -11 56 -2 58 -58 -21 61 -48
right_child=3 2 -4 9 8 25 -8 19 -10 11 -12 -13 13 26 -16 16 -18 21 -20 59 -22 -23 -24 24 -26 -27 -28 28 29 -31 -32 -33 35 -35 41 36 37 -39 42 -41 -42 -43 -44 -45 45 -47 60 49 -50 53 -52 -53 -54 -55 -56 -57 57 -59 -60 -61 -62 -63
leaf_value=-0.0052222860272216134 -0.014603651642992051 0 0.032429829212202305 0.025681049321958374 -0.030817281688064576 -0.0030521429366318921 0.035680195853945246 0.006432640681494432 -0.032282898929356874 -0.0052603752208141598 -0.013085349970114854 0.0013315446855328482 -0.024331360356695388 0.019241497863804601 0.026303334023271528 -0.025489175659173365 0.014977294973380451 0.012071798343005544 -0.0072225606220157907 0.0041997574935428413 -0.027225760425675222 -0.030427617833090385 0.034540938968146459 -0.012694349221578617 0.010699251666101067 -0.034081671436313514 -0.01060363632178439 0.014149983302966089 0.0099704505838456563 -0.02049500880426839 0.026469109176488467 -0.0092651020164575496 -0.012021183823416985 0.032131814258742418 -0.0095841500164011283 0 -0.014621321992077335 0.0039517039845933183 0.010667882789907065 0.013406421474302953 0.040771782689315993 -0.022545065887297204 -0.0030999186917061196 -0.0056535010244980893 -0.0023697733393941408 0.02641350943917703 0.0076785758760628577 -0.024908734438133007 -0.016949296394952216 -0.012117716743694369 -0.020399919509690383 0.015648715686772719 0.011759080638607408 0.0097295611117274323 -0.027226686444838648 0.013465829157957424 -0.011418907794961682 0.020096037544251169 0.012079687267810248 0.032549025127800509 -0.0019675827627480711 -0.0020558571265658476
leaf_weight=33.284191019833088 10.241637129336597 3.583214040845637 21.019494574517012 6.580680511891841 5.2616324499249449 5.1872651651501638 5.4651236981153479 26.377905659377575 7.9509282223880282 8.294994965195654 8.2681323736906052 33.408739747479558 25.189682528376579 7.6131807565689105 4.2538808956742278 24.65397967398167 5.3671709895133963 3.7662647888064376 13.339239232242106 5.5129752010107023 4.9580940939486018 4.0854142978787413 3.5107121579349041 5.8753840476274517 20.95198655501008 3.6820596754550934 6.5645851567387572 10.0801427140832 5.8322552219033268 16.633477069437504 6.419282976537942 11.942314915359018 36.701656993478537 6.5977349169552317 30.16985535249114 3.8544564619660369 81.822670232504606 12.002068839967249 23.667086213827133 5.8392279446125022 3.1970775090157986 45.450346846133471 26.696047902107239 3.9838371500372887 3.5113652534782869 5.3954597860574722 74.363057006150484 8.4854652881622332 9.2028106078505498 8.5782881975173932 4.0554175898432723 7.0511754155158988 7.3753781467676154 5.7113153040409079 7.4392752684652796 6.4874738603830329 10.729770489037039 5.373652357608079 4.1366170346736899 3.5519436039030552 54.84383138269186 43.001935943961143
leaf_count=249 66 31 502 48 62 51 69 169 87 60 47 253 235 60 57 289 41 25 93 71 60 46 41 33 151 23 40 72 69 121 46 80 331 86 244 34 640 88 152 41 39 450 167 28 28 60 524 47 66 56 21 45 53 40 48 51 68 44 48 53 335 282
internal_value=-0.00321373 0.000667001 0.0147814 -0.00641631 -0.00795433 0.00195564 0.0104254 -0.00130119 -0.00910245 0.00132198 0.000712232 -0.00421392 -0.00673426 -0.0118227 0.00242149 -0.008571 -0.0180048 -0.00771034 -0.0186309 0.00100315 0.000393976 -0.00731105 0.0175341 0.00962038 0.00529787 -0.017063 0.00233938 -0.0069891 -0.00126571 -0.0123031 0.00726808 0.00121337 -0.00800748 -0.0121595 -0.0159874 -0.00612358 -0.00985841 -0.0121783 -0.00199134 -0.00834417 0.0196661 -0.0174922 0.00326791 0.01023 0.0010131 0.0146045 0.000449855 -0.00433104 0.000156372 -0.011543 -0.00102226 0.000577888 -0.00195265 -0.00295787 -0.0162341 -0.000291812 -0.00348412 0.00193675 -0.00440856 0.0164184 0.00210788 0.00406346
internal_weight=914.432 412.667 50.716 501.765 419.214 29.6965 20.8272 361.951 377.991 82.5511 15.3621 49.143 108.457 56.6905 41.223 370.04 30.0212 340.019 38.5289 253.494 244.43 334.757 7.09393 33.4081 26.8274 8.86932 18.1616 330.672 50.9075 22.4657 28.4417 22.0225 279.764 85.9842 79.3865 193.78 100.876 93.8247 92.904 42.5409 7.05153 75.6202 50.3631 11.597 239.471 8.90683 230.565 58.3558 35.5807 22.7751 51.7662 47.7107 40.6596 14.2896 15.7343 36.9692 30.4817 20.24 14.8664 9.06492 172.209 117.365
internal_count=7516 3379 764 4137 3544 262 188 2615 3210 593 119 361 824 456 334 3123 330 2793 328 1791 1667 2731 72 232 184 74 128 2685 388 190 198 152 2297 805 719 1492 801 728 691 372 73 694 319 88 1607 88 1519 378 235 143 368 347 302 96 108 277 226 160 116 124 1141 806
is_linear=0
shrinkage=0.03


Tree=75
num_leaves=63
num_cat=0
split_feature=58 31 26 26 42 14 12 11 31 26 31 13 25 13 25 4 42 42 26 34 1 1 5 24 26 1 13 34 26 26 1 11 14 49 11 5 13 11 14 26 1 47 14 12 4 26 14 26 1 14 4 11 27 14 4 26 14 9 11 26 26 12
split_gain=10.8379 11.1376 9.92618 5.64258 5.17428 13.1717 10.8721 3.51213 3.15899 11.0512 9.13132 8.21452 19.6096 6.55127 6.34784 5.72297 4.42308 4.46142 3.9826 3.94746 3.6225 3.17206 3.14744 2.99904 3.44645 2.98275 2.90744 9.21123 3.19953 3.12056 2.837 3.24726 3.42429 3.34512 2.78097 2.61672 2.83565 2.58742 2.54646 2.32685 2.37557 2.29243 3.06644 2.14883 2.10688 1.97496 5.58316 2.69024 2.20953 1.94565 1.71697 1.69796 1.61078 2.55115 1.54318 1.45078 1.75395 1.35969 3.32625 1.19161 1.96707 1.12315
threshold=1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 14.500000000000002 5.1200721840520744 0.51167800453514756 0.52500000000000013 0.80369124392186542 0.16000000000000003 12.500000000000002 1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.41656577885391449 4.87152173002832 3.885512953955101 10.500000000000002 1.0000000180025095e-35 4.3710398950016964 4.3391259730569631 0.01941930618401207 1.0000000180025095e-35 9.5000000000000018 4.7343480507649822 0.90000000000000013 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 3.7789382144677948 0.70135359315803292 0.7262212457999484 1.0000000180025095e-35 0.91597433949860452 0.3943381180223286 0.70000000000000007 0.89503805832773364 0.74127789046653159 9.5000000000000018 4.972381439688383 15.000000000000002 0.67664992826398873 0.47500000000000003 0.39990933816863111 10.500000000000002 0.65536398467432966 6.5000000000000009 3.6666825895759683 0.68120471014492767 0.31142241379310348 0.92591708652102567 1.0000000180025095e-35 0.6503424657534248 0.3246621621621622 10.500000000000002 0.66141439205955344 0.17500000000000002 0.88313377265693205 6.5000000000000009 3.5000000000000004 0.4250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 41 4 5 -1 7 -6 9 10 11 15 18 43 26 16 17 25 19 44 -17 -19 -22 24 -15 -7 28 -28 34 -30 -29 32 33 -32 37 36 51 50 39 -25 -41 42 59 55 -13 47 -47 -3 61 54 -10 -31 -4 -54 -33 57 -57 -12 -59 60 -2 -49
right_child=1 45 52 -5 6 8 -8 -9 14 -11 13 12 -14 23 -16 20 -18 21 -20 -21 22 -23 -24 38 -26 -27 27 30 29 35 31 49 -34 -35 -36 -37 -38 -39 -40 40 -42 -43 -44 -45 -46 46 -48 48 -50 -51 -52 -53 53 -55 -56 56 -58 58 -60 -61 -62 -63
leaf_value=-0.032102938903669546 -0.0073660033727997497 0.015607568475150086 -0.02593855175946691 -0.031351107870647175 0.0058301058880645181 0.0035214163857757203 0.039193743104283044 -0.02943839850376943 0 -0.032695323687389498 0.01102690022620907 0.0029008714383101887 0.036741725612305307 -0.03352693703019094 -0.031957060371636661 -0.032302393210794922 0.019459024967514813 -0.027916388651624522 -0.01752366112711919 -0.007545166608250802 -0.018812041642140554 -0.0048638973721876555 0.0017733444365441173 0.0023248949302051426 -0.012599124875853457 -0.012631205957185743 0.031551317096592264 -0.013350641343453382 0.018017088149356316 0.0032450851489288762 0.012916421455298168 -0.021322876533056832 -1.4774300458942468e-05 0.054110545865500188 0.010668611993712681 -0.017824139493348209 -0.013758122191064271 -0.034519827850317562 0.011796332642354752 -0.016879253513374919 0.0060904530608120707 0.010615637128154375 -0.022419400109173912 -0.011654978692559881 0.0344781876294162 0.034095424577424899 0 -0.0055354137632964272 0.0067129318473009431 0.011747970693397907 -0.019904251238585524 -0.0042878337522012132 -0.021570339700322901 0.0078746816396702765 -0.00091209280144891264 0.02309544837515377 0 0.0077853506470499994 -0.022276794616384005 -0.0080910227192057087 0.012884932728878775 -0.025762712526395344
leaf_weight=12.411343116313217 9.7940007485449332 5.4050410538911846 46.984056387096643 5.4781380444765082 7.2679895833134669 114.65048757195473 8.4205984584987146 3.5384232103824615 10.374513454735288 10.774782404303549 6.4999985769391122 4.1130545176565647 18.161374378949404 12.209778293967245 4.9392841011285773 6.7886866107583037 10.546575777232645 7.2698905244469669 10.485196173191072 9.2208222523331642 11.603244084864857 23.055458284914494 14.273076504468916 8.9174713343381864 21.047512270510197 10.990900494158266 11.437776871025561 8.8293090648949129 9.5092386528849584 167.98795848339796 5.9723820984363538 4.6626300476491513 6.2881502360105506 2.8791449666023254 4.4941270872950545 6.4971311390399924 10.529605906456707 4.4865000993013373 4.54941577091813 32.86729883775115 4.1008195653557769 5.8179789036512366 11.677846208214758 8.5660363137721998 4.3593769967556 6.0355671048164394 12.984585151076315 6.4218289107084292 5.4615110903978339 6.7853726856410495 6.6898370906710616 31.274582400918007 7.5925691612064821 3.5159977972507477 12.900230713188646 6.7141826674342138 4.5549568310379982 6.8645349442958814 5.7938600853085518 42.472695734351873 7.2978932410478583 5.3770631924271584
leaf_count=120 88 38 601 62 76 743 102 22 65 118 47 39 270 113 47 60 98 59 80 60 77 167 102 70 156 60 303 82 72 1184 53 39 61 39 30 34 96 22 39 253 32 47 100 50 55 47 82 41 36 83 43 193 92 39 116 47 28 47 34 378 50 29
internal_value=-0.0031352 -0.0098029 -0.0139886 -0.00151537 -0.00127378 -0.00170005 0.0139682 -0.00549807 -0.00113982 -0.00299107 -0.00208826 0.00123084 0.0125917 -0.00877045 0.00105815 -0.00139219 0.000831098 -0.000413422 -0.00291118 0.00551208 -0.0128443 -0.0107335 -0.00730078 -0.0134994 -0.0206162 0.0020429 0.0016209 0.0075609 0.000182822 0.00135739 0.00165151 0.00520747 0.0160527 0.0278781 -0.00970432 0.00058126 0.00119627 -0.0142877 -0.00862515 -0.0108225 -0.0141508 -0.00679107 -0.00832231 0.00124336 0.0202608 0.00362657 0.0107569 -0.00213634 -0.00815156 -0.00136751 -0.00828252 0.00202959 -0.0233771 -0.0117456 -0.00684765 0.00512283 0.0135619 0 -0.00564021 -0.00539235 0.000982773 -0.0155293
internal_weight=909.472 176.839 135.153 732.633 727.155 707.928 19.227 10.8064 695.517 378.979 368.204 245.518 46.3398 122.686 316.538 199.178 166.513 155.967 28.1784 17.6933 32.665 30.3253 25.8763 83.6923 33.2573 125.641 311.598 59.755 251.843 225.799 48.3172 39.4879 15.1397 8.85153 26.045 216.289 209.792 21.5509 50.435 45.8856 36.9681 77.0604 71.2424 38.9936 8.47243 41.6856 19.0202 22.6654 17.2604 24.3482 17.0644 199.263 58.0926 11.1086 17.5629 30.4275 11.2691 19.1584 12.6584 59.5646 17.0919 11.7989
internal_count=7516 1668 1395 5848 5786 5586 200 98 5466 2904 2786 1870 504 916 2562 1366 1127 1029 234 154 239 226 179 663 269 803 2515 776 1739 1579 473 391 153 92 160 1507 1473 130 394 355 285 663 616 253 94 273 129 144 106 238 108 1377 732 131 155 203 75 128 81 516 138 70
is_linear=0
shrinkage=0.03


Tree=76
num_leaves=63
num_cat=0
split_feature=58 31 54 53 0 49 45 43 50 40 27 14 1 12 21 0 31 50 4 40 3 43 50 43 14 14 1 3 50 21 0 0 45 2 45 34 13 43 1 4 0 3 14 50 14 3 50 1 4 4 3 14 31 4 31 46 43 14 24 21 31 34
split_gain=10.3121 10.6479 7.53002 4.87408 4.4934 18.4774 12.472 4.17096 4.23311 4.22716 3.47489 3.06802 2.76057 2.51857 3.24555 3.09045 2.05453 3.28421 4.28385 3.2249 4.92474 2.2041 2.32103 1.99564 2.16866 2.70253 2.01787 1.89779 1.82308 1.8122 5.13926 5.62581 4.36477 3.60848 7.04689 4.098 6.44946 7.5805 5.48065 4.42134 3.76643 4.45868 3.69859 3.69155 3.43871 3.30323 3.05486 2.92313 2.48145 3.19733 2.32894 2.25405 2.1565 2.53713 2.35318 1.79925 1.76479 1.8048 1.74618 2.74478 2.36088 2.16159
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 51.500000000000007 0.19000000000000003 0.97500000000000009 -0.22499999999999998 2.533010400260828 1.0000000180025095e-35 1.0000000180025095e-35 0.59924242424242435 4.4088829776660585 0.22500000000000006 0.32354256669754389 49.500000000000007 0.28500000000000009 2.2053316966240444 0.16904761904761909 1.0000000180025095e-35 0.19803921568627456 -0.17499999999999999 2.533010400260828 -0.27499999999999997 0.61811868686868698 0.71806526806526816 3.6590178639248787 0.46250000000000008 2.8153069638604364 0.38265576611255103 24.500000000000004 23.500000000000004 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.27499999999999997 4.8531873157228071 0.39990933816863111 37.500000000000007 0.19803921568627456 0.66354895104895117 3.1307312134163801 0.63069358178053847 0.56250000000000011 3.3723414149732767 4.9554551764248354 0.24662162162162166 0.28165064102564108 0.09449404761904763 0.61070261437908513 1.0000000180025095e-35 0.72500000000000009 0.12000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.63859338061465731 1.0000000180025095e-35 0.42354256669754398 0.2950000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 10 -6 -7 8 -2 23 29 -9 28 14 -12 16 17 18 -15 21 -21 -18 -23 27 -25 -26 -27 -10 -5 30 31 50 -33 34 40 36 48 -38 39 46 -32 -42 -41 47 45 -31 -37 -40 -35 -50 -1 -43 53 -46 -54 -52 -13 -58 -3 60 61 -60
right_child=1 58 -4 12 5 6 -8 11 9 -11 13 56 -14 15 -16 -17 19 -19 -20 20 -22 22 -24 24 25 26 -28 -29 -30 44 33 32 -34 35 -36 38 37 -39 43 42 41 51 -44 -45 52 -47 -48 -49 49 -51 55 -53 54 -55 -56 -57 57 -59 59 -61 -62 -63
leaf_value=0.016183468506298232 -0.023039234253598283 0.019406390916473417 -0.033296362803940827 0.015697793271158448 -0.041168271851351447 -0.019137520211096892 0.03471903158703725 0 0 -0.021016249660533122 0.023729953504830849 -0.024941601884951956 -0.019383759759315465 -0.0029838425373350528 -0.007645283970219771 0.016633898187013253 -6.5124016314702947e-05 -0.0046400256665179015 0.029609225096234034 -0.022518087177367068 0.011484246472474332 0 0.024816779233439473 0.0073763324363852571 -0.018363916430585783 0.014557256423858788 -0.013637849508699292 0.024635942975642446 -0.010486319563773256 0.017052527004389181 -0.021309540551647237 0 -0.035296553458803892 0.014551290392201523 -0.034188413602660839 0.0017737680839988227 -0.015222549156301491 0.021223513921178418 -0.01343542090223061 0.0028530164015316121 0.018930042851788412 0.0057715153125515919 0.031218823894881002 -0.019658382599534643 -1.8648150964075145e-05 -0.0083342728267147941 -0.01920035004682168 0.0035663843998809384 -0.023759930201598656 -0.00019221911179975854 -0.019595856049639659 -0.0049668195521550742 -0.021491336845064851 0.018487872134317816 -0.0020559845224330151 0.00061346631173503146 -0.0013571480263657283 -0.021346881133494752 -0.018206875713277882 0.021148396153441537 0.0089984925275687928 0.00053333241203715371
leaf_weight=4.5222674496471909 13.964135114103554 5.2588014826178542 6.4478409588336936 3.8492409661412257 11.462465580552818 7.1130331866443139 7.8781051896512508 6.6131386384367934 7.6890091150999016 10.743087474256752 11.090278718620537 41.25469022616744 19.956613380461931 7.7130461707711202 3.568593878298997 12.479537360370157 7.3139021284878281 65.567616762593389 6.1566597297787666 6.9960740618407709 7.8115280289202929 4.5488157570362118 13.464911330491303 9.3853486515581661 12.717458598315718 5.3377633243799192 3.5717859677970409 4.6629421412944794 5.6470224224030972 20.744751334190372 9.570224463939665 4.354553498327733 11.913844406604767 7.2736367061734191 6.781287655234336 52.914610996842384 5.743940830230712 32.594042163342237 14.973963584750889 9.4732478745281714 8.3777965866029245 20.12114529311657 8.0154173634946329 19.355321209877729 21.57046461105347 5.4320706129074088 6.8611431270837775 21.747495599091053 6.138545796275138 31.361575499176979 6.4167783632874498 114.6079382263124 6.3960766941308966 9.0551178827881795 45.444387443363667 8.5195191614329779 8.2375839687883872 9.4839272946119291 9.9147952347993886 5.0551001131534568 10.522964939475058 10.913134671747684
leaf_count=33 138 36 64 37 83 74 94 57 72 107 100 480 179 46 31 127 54 452 56 51 61 35 123 77 137 48 36 50 54 151 76 30 97 47 46 428 44 468 112 84 57 135 82 136 160 33 44 185 34 201 46 775 48 106 382 87 83 110 60 37 73 67
internal_value=-0.003061 -0.00959568 -0.00147972 -0.0011785 -0.000659867 -0.0127417 0.00885455 -0.0137278 -0.00833023 -0.00435275 -0.000168019 -0.0191961 -0.0131003 0.00389622 0.015688 0.00252012 0.000971688 -0.00176499 0.0112728 0.00651888 -0.00426687 0.0130438 0.0186379 -9.2692e-06 -0.00420778 -0.00953129 0.0025441 0.00995311 0 -0.00132665 -0.00224316 -0.0131006 -0.0260362 -0.00118889 -0.0046189 0.0013122 0.00654894 0.0155567 -0.00191185 0.00321064 -0.00322329 -0.00194386 0.0163988 -0.00906273 0.00208852 0.0115337 -0.000589629 -0.00323918 -0.00106549 -0.00431484 -0.00182565 -0.00331245 -0.000857682 0.00534301 -0.00464259 -0.00781646 -0.021362 -0.0125086 0.00351922 0.000966935 -0.00221044 -0.00819062
internal_weight=904.672 175.326 729.346 722.899 693.446 26.4536 14.9911 133.661 68.0715 54.1074 666.992 65.5893 29.4529 146.711 14.6589 132.052 119.573 79.4373 13.8697 40.1352 14.8076 25.3276 18.0137 43.3643 31.0124 21.627 8.90955 12.352 9.49626 520.281 411.638 35.727 16.2684 375.911 159.458 216.453 83.1117 38.338 133.341 77.2644 152.677 143.107 17.4887 56.0768 108.643 26.1768 59.7758 36.7215 44.7738 37.5001 19.4586 134.729 82.466 30.6256 51.8405 14.9363 58.9762 17.7215 41.6648 36.406 31.3509 20.8279
internal_count=7516 1668 5848 5784 5514 251 168 1395 665 527 5263 730 270 1136 131 1005 878 554 102 324 112 212 158 420 298 221 84 122 91 4127 3247 293 127 2954 1089 1865 794 512 1071 638 1043 967 166 433 880 184 472 297 282 235 166 910 696 266 430 133 673 193 273 237 200 127
is_linear=0
shrinkage=0.03


Tree=77
num_leaves=63
num_cat=0
split_feature=31 26 25 28 26 27 50 4 43 12 4 45 43 50 14 21 17 47 3 42 4 13 50 3 14 43 3 49 0 4 43 50 1 14 3 3 26 48 12 43 42 5 1 3 42 14 0 14 14 21 40 1 3 1 43 1 1 1 1 42 3 31
split_gain=8.98571 12.4344 11.5075 7.17786 6.94186 9.42658 5.13117 4.27808 3.59547 5.27504 2.71357 2.67372 2.6363 2.59637 2.55232 4.36182 2.51912 2.37659 2.29975 2.29831 2.27222 2.24614 3.03377 2.23815 2.63818 2.15802 2.12784 2.11506 9.90424 2.0957 2.17623 2.48438 4.86395 2.90093 1.85089 2.35839 1.98309 1.95721 1.92144 1.86863 1.75837 2.53344 2.15868 1.83934 1.73782 1.7014 1.89593 1.69012 1.63617 1.60358 1.60047 1.59724 2.02672 4.32886 2.59214 1.79866 2.59542 1.54987 1.52949 1.52481 1.51821 1.46453
threshold=0.16000000000000003 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 3.3723414149732767 0.30901856763925734 -0.22499999999999998 0.52500000000000013 0.35214626391096987 0.97500000000000009 0.17500000000000002 2.7040907083446837 0.63943957300800625 0.30745561072500693 1.0000000180025095e-35 2.5000000000000004 0.15578298258678558 5.0584136705686493 0.31142241379310348 0.70000000000000007 2.9242685963818378 0.19803921568627456 0.69467984934086646 0.52500000000000013 0.10893210283454187 0.37500000000000006 51.500000000000007 0.42796974866950172 -0.22499999999999998 2.533010400260828 3.6885744636323818 0.64480286738351267 0.61250000000000016 0.58750000000000002 6.5000000000000009 1.0000000180025095e-35 0.17500000000000002 -1.0000000180025095e-35 3.3565212271721312 0.026671408250355622 4.4557053684909791 0.38750000000000007 5.0815953173980644 0.59924242424242435 49.500000000000007 0.64530791788856312 0.64480286738351267 0.38173034209821377 1.0000000180025095e-35 3.5096293531157179 0.48750000000000004 3.6467622390330523 0.17500000000000002 3.4792268092965979 3.4240587203982549 4.4890211516737262 4.2714664839669494 3.7666825895759684 0.15606708256315469 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 25 4 16 8 7 14 9 17 -9 -12 29 18 -5 60 -1 -6 -11 21 49 26 -23 24 -24 27 -18 28 34 30 31 -7 33 -33 35 36 37 39 50 -2 -28 42 43 -42 45 -10 -47 -32 -15 -14 -38 55 53 -53 -54 56 -40 -8 -27 -34 -16 -19
right_child=2 -3 -4 6 5 12 57 10 44 13 11 -13 20 48 15 -17 19 61 -20 -21 -22 22 23 -25 -26 58 40 -29 -30 -31 47 32 59 -35 -36 -37 38 -39 51 -41 41 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 52 54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.017753592683132136 0.015619542659069261 -0.032540397547952613 -0.033422011454335501 0.025778543606871714 0.0076282370116441634 -0.011136406149010299 -0.0038060428738964933 -0.016935274668715125 -0.033426749210139051 0.013033289513484472 -0.016692316441394774 0.00883366043374232 0.032516600659503847 0.033234627634697915 0.0068764308089317525 -0.0073653722227557871 -0.01808155025152839 -0.0092528427839838768 -0.015506762848766143 0.021413299892165186 -0.00053917298308279158 0.031372168698374343 0.011432929138999601 0.016586879516874417 -0.016893027718806269 0.002373354798355363 0.011958275547754195 0.019961664441319912 -0.037611461129404951 0.010728999385316171 -0.0057430241416948921 0.0059653363564907969 -0.018069234172240538 0.043354873826699523 -0.018974911730105178 0.021932618233497347 0.020215524640010925 -0.019264214092444415 -0.011179323178409646 -0.0058090520916862232 -0.014267064104444161 -0.020967293624128407 0.011419137403567552 -0.0011311702157952061 0.0044771050596294736 -0.016069853153250262 0.0011835102696043994 -0.022772079539947362 0.0047539167821320028 0.0039430879302304574 0 0.013851511671941187 -0.0085726680055713458 0.0015727423771227061 0.008246131122923309 -0.01796942899214975 0.015708927618277663 -0.027358783381763965 0.024375638984966464 0.0027697213805838983 0.033975436530876486 -0.01803500866290092
leaf_weight=6.6147115938365451 4.3472762294113698 14.718134488910435 8.5088431835174543 12.767650086432697 5.6854613088071337 9.7526038177311438 6.9077771045267564 6.6961336061358478 5.3793430328369132 4.0668668970465678 4.162454046308997 21.013286406174302 4.8928995467722398 3.8301846496760827 4.3249643631279486 8.5316807553172094 8.6339803710579854 78.012094911187887 5.8022169061005116 3.7274256721138945 7.227387484163045 3.5450981520116356 4.4074998833239096 5.7030390612781039 7.4650998786091805 6.5630524288862926 6.6655533201992503 5.0369180254638186 5.7591634951531878 9.0782004948705417 24.229730110615495 4.4030922055244464 4.4844698384404174 3.8621645793318748 3.7241179421544066 4.9175507985055438 9.1264074444770795 7.3686238545924416 7.3062797002494353 17.747089959681034 12.411504931747912 6.8508596345782271 9.0658048540353757 45.676628455519676 3.2643858790397635 97.264927633106709 5.3781775683164588 7.2691273875534526 4.5111796036362648 3.6138574108481407 5.4767489060759535 30.062302934005857 29.923180252313614 190.37570631317794 10.858854807913302 7.5038383565843096 5.4642094559967518 4.6389835141599178 6.0380972698330879 8.5378989502787572 4.6269456706941128 25.26674771681428
leaf_count=59 43 178 81 100 48 75 49 51 44 34 28 180 48 34 32 50 53 700 48 40 57 45 41 54 52 57 45 65 59 79 201 42 32 35 20 35 70 44 52 125 83 50 67 329 29 916 46 57 40 30 37 232 174 1666 71 47 41 31 72 76 39 198
internal_value=-0.00298414 -0.0054629 0.000622512 -0.00467312 -0.00610939 -0.00838541 0.00394519 0.00742697 -0.0114716 -0.00790743 -6.91076e-05 0.00427856 0 0.00678281 0.0154702 0.00739675 0 -0.0104254 -0.00312478 -0.00102132 0.0110855 -0.00187019 0.00678191 0.00118721 -0.00586531 0.00146758 -0.00399406 0.000999396 0.000689238 -0.0024026 -0.00443255 0.00103374 0.00694029 0.0247569 0.0013893 0.00164826 0.00131018 -0.00603556 0.00206494 -0.00122135 -0.00237112 -0.00377136 -0.00187095 -0.00408013 -0.0154694 -0.0161348 -0.0151069 -0.00998106 0.0190061 0.0214365 0.0126557 0.00148562 0.00213397 0.0032855 -0.00392961 -0.00651401 0 -0.014084 0.013601 -0.00411751 0.021975 -0.0114901
internal_weight=901.076 534.968 366.108 520.25 446.58 325.813 73.6699 62.1231 238.462 127.175 31.8719 25.1757 87.3514 18.2104 30.2512 17.4836 120.767 108.964 9.86908 114.152 15.7341 110.425 21.1207 17.5756 11.8726 357.599 89.3043 344.998 339.961 71.6173 62.5391 31.0402 21.2876 8.26526 334.202 330.478 325.561 29.463 296.098 22.0944 80.6704 74.0048 67.1539 58.0881 111.287 108.022 102.643 31.4989 8.34136 8.50676 14.6032 281.494 261.22 220.438 40.782 20.2743 12.7705 11.5468 12.6011 13.0224 8.95191 103.279
internal_count=7516 4525 2991 4347 3787 2869 560 480 2137 1102 259 208 732 156 221 121 918 946 82 859 135 819 192 147 93 2910 627 2781 2716 597 518 260 185 77 2657 2637 2602 212 2390 168 574 529 479 412 1035 1006 962 258 74 78 107 2283 2143 1898 245 140 93 80 129 108 71 898
is_linear=0
shrinkage=0.03


Tree=78
num_leaves=63
num_cat=0
split_feature=32 31 26 31 58 31 26 11 26 26 31 32 58 26 26 3 26 26 4 5 11 5 5 5 43 3 5 4 1 31 4 31 5 26 43 26 32 5 2 21 1 4 1 17 3 21 11 11 11 27 26 17 11 34 3 4 3 4 3 5 5 26
split_gain=10.8053 6.24547 7.27536 7.17259 6.00369 6.58604 5.5059 5.44166 4.29486 3.85333 6.82941 5.4699 3.51638 4.25246 3.1992 3.44956 2.85646 2.72242 3.1884 2.51825 2.35122 2.32278 8.83657 6.57418 3.70834 3.24965 2.96983 2.34706 2.31365 2.26887 2.20102 2.17229 2.03314 1.93705 1.8599 3.09607 1.82973 1.991 5.73237 2.33969 1.97645 1.95965 1.78098 1.76209 1.76137 2.16499 4.23137 3.80386 2.56804 2.64556 2.33058 1.73425 1.72982 2.41753 2.85108 2.24532 5.11115 1.74907 1.90172 1.70701 2.20676 1.69747
threshold=1.0000000180025095e-35 0.16000000000000003 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 0.66019772732658288 8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 0.16500000000000004 1.0000000180025095e-35 10.500000000000002 14.500000000000002 0.31936274509803925 7.5000000000000009 8.5000000000000018 0.52142857142857157 0.21320346320346323 0.76365788906765653 0.065165314442157438 0.01941930618401207 0.025657894736842109 -0.22499999999999998 0.13514669502693458 0.056217584657951639 0.43264844128015489 4.883552937674458 0.12000000000000002 0.32697368421052636 0.16000000000000003 0.10818713450292398 13.500000000000002 0.074999999999999997 11.500000000000002 0.16500000000000004 0.025657894736842109 3.5000000000000004 0.37479088507391733 3.6355547771300549 0.29289215686274517 4.7343480507649822 1.0000000180025095e-35 0.48750000000000004 0.30620729234863353 0.88349589109791127 0.87024954435563784 0.86073272698808534 1.0000000180025095e-35 10.500000000000002 1.5000000000000002 0.90849589109791129 1.0000000180025095e-35 0.19803921568627456 0.31142241379310348 0.13310480342311679 0.22361111111111112 0.36250000000000004 0.046693482230278659 0.027402402402402406 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 12 5 6 17 -3 -7 11 -11 43 13 20 15 19 -13 18 36 33 59 22 25 -24 28 27 -26 -9 -25 52 -31 -12 -23 -10 35 -34 -2 38 39 40 -38 -39 -36 -6 45 47 -47 48 49 -27 51 -48 53 55 61 57 -57 58 -1 60 -4 -55
right_child=4 7 3 -5 9 8 -8 21 14 10 31 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 32 23 24 26 44 -28 -29 -30 30 -32 -33 34 -35 42 -37 37 41 -40 -41 -42 -43 -44 -45 -46 46 50 -49 -50 -51 -52 -53 -54 54 -56 56 -58 -59 -60 -61 -62 -63
leaf_value=0.019040089748320801 0.01711369082742387 0.023014022884659695 0 -0.035060930503727147 0.00035180869449407217 -0.032392414638089985 -0.030158193032961876 -0.024747851903706243 -0.010064091616050291 -0.022005547213175963 0.01758778017688991 0.014094653962979172 -0.026084840015848796 -0.030533574289539931 -0.03100360906473712 0.0014093678744766791 -0.0043135303577594803 -0.0016573818724170083 0.031994363670898536 0.0083905584058041067 0.013817666646827336 -0.022102060872811562 0.026724742022644889 0.035934455421942804 -0.015224554482511128 -0.0071354131295595516 0.0078467864733423442 0.00041117263420225485 0 0.003006633967334426 0.03123065522782734 -0.0072983843531004332 -0.013045533675550496 0.0014703451895165765 0.018299289443216987 0.0098850203960542289 0.00131518242933657 0.0084701272201215469 0.031377574846026289 0.014230775675702762 -0.018583557085227225 -0.011878090984802282 -0.0044023156905870454 -0.022637652660020106 -0.002693587922203527 0.032204794660907053 0.015179504324102146 -0.019758561272063348 0.022053941801975264 0.01688290947288382 0.013320280256226918 -0.0029718793775522067 -0.0086698657775993674 -0.024662374439071353 0.0083585641670432566 -0.0018465350819040567 0.028560270539674252 -0.015797438814484522 -0.0018559799980962049 0.0068528284938259654 -0.027594313177577975 -0.0041086577409015649
leaf_weight=5.0080903023481431 8.8549150675535184 12.151899145916103 4.9995008669793659 10.983121536672114 2.9876769483089474 5.9440013989806166 4.8090937659144393 7.4247467815875989 132.92634815350175 49.060629598796368 5.0348850190639478 9.3561322018504125 6.9550251960754386 3.9472669772803775 4.6501385718584052 43.111993215978146 36.260344874113798 86.173610642552376 3.9938248097896567 7.4270187839865676 9.5867029651999456 4.7222273983061305 22.710960583761334 4.3441232517361668 8.5399967133998871 16.04442089796067 11.370823681354523 5.1117412634193897 2.1448878273367882 8.6545793041586858 3.6899553313851348 7.4536873251199722 17.369615793228153 13.492125213146208 6.7208095490932447 7.1306723654270163 12.601528562605386 5.7611585110425976 6.5791504345834246 7.6606058850884429 6.378979578614234 13.097038954496382 4.913643978536129 17.663576561957598 52.353191591799259 5.6089856438338748 5.4980808049440375 7.9096040949225417 5.2471809908747664 5.2992199063301078 18.513400048017502 27.866815090179443 21.744414038956165 7.1358546912670198 7.2215524315834037 9.6405603960156458 9.3358795456588251 5.2303455360233775 14.246788322925566 6.0984873473644248 4.5115984156727791 9.0192784219980222
leaf_count=38 76 197 59 87 33 57 66 49 1007 658 33 61 76 48 52 302 293 621 75 46 68 45 394 67 51 100 167 38 24 57 38 46 95 98 45 45 75 43 108 54 35 106 28 192 318 56 39 49 41 41 131 182 146 42 48 72 95 38 103 47 52 63
internal_value=-0.00290343 0.000698307 -0.00419576 -0.0139098 -0.00589861 -0.00390307 0.000721429 0.00351935 -0.00740315 -0.0115113 -0.0169686 -0.00631661 -0.00715144 -0.00228158 -0.00660529 -0.00596795 -0.000361932 0.00178246 0.00643113 -0.00807339 0.00211375 0.0025175 0.00382823 0.0149084 0.00439315 0.000306785 -0.00180345 -0.0141728 0.0237892 0.000294961 0.0122849 0.00238092 -0.00393109 -0.00895974 -0.00128272 -0.00610281 0.00455827 0.0022514 0.00673697 0.000239857 -0.00518362 -0.00532326 0.00829223 -0.0190525 0.00162377 0.00414651 0.00772142 -0.00164753 0.00362303 -0.000792244 0.0048456 0 -0.00133224 0.000984145 -0.00664915 0.00523893 0.0129417 -0.000544293 0.00341043 -0.00477863 -0.0128421 -0.0137448
internal_weight=898.285 407.006 148.009 47.0817 491.278 363.462 155.91 258.997 207.552 127.817 61.5492 66.2677 36.0986 29.1436 201.608 196.957 45.6165 151.101 64.9272 153.845 25.1963 246.845 205.988 49.1108 26.3998 156.877 19.9108 12.5365 6.48901 100.927 12.3445 12.4886 40.857 146.418 36.1347 24.5003 60.9334 52.0785 33.2203 26.6411 18.9805 18.8582 11.6345 20.6513 144.341 91.9877 57.4873 34.5004 26.5908 21.3436 51.8783 33.3649 88.5828 66.8383 23.3767 43.4617 18.9764 24.4852 19.2549 15.6096 9.5111 16.1551
internal_count=7516 3379 1177 437 4137 2821 1259 2202 1562 1316 737 579 350 274 1505 1453 354 1193 572 1151 226 2005 1747 703 309 1044 218 87 91 740 95 79 258 1105 213 140 497 421 272 164 110 149 73 225 957 639 408 231 182 141 352 221 645 499 153 346 167 179 141 158 111 105
is_linear=0
shrinkage=0.03


Tree=79
num_leaves=63
num_cat=0
split_feature=32 13 26 13 58 32 31 31 11 5 53 31 26 26 42 34 42 14 14 3 3 14 42 3 31 26 32 58 3 4 5 3 17 21 42 34 11 11 26 58 1 14 26 42 41 11 11 26 31 42 32 26 5 31 13 26 32 21 31 42 1 1
split_gain=10.3644 6.67802 6.62503 8.80356 7.24876 5.63054 11.6723 5.23874 5.08908 9.05435 4.88957 4.62158 5.21261 3.94606 3.52688 3.49708 3.16905 5.93879 4.54124 3.31896 4.12908 3.46115 3.14533 4.21967 3.07488 3.1882 2.83279 6.14814 2.66368 2.27405 2.13741 2.06629 2.66757 3.46325 2.88703 4.1423 2.68135 2.31502 2.31284 2.14826 2.67587 2.06355 1.99417 1.8973 1.89494 1.88211 3.54089 3.21093 1.92258 2.68605 2.38728 3.07621 2.58659 1.78044 1.75439 2.0396 3.35277 1.78014 1.90117 1.68571 2.00833 1.91059
threshold=0.15000000000000005 0.90000000000000013 8.5000000000000018 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.16000000000000003 0.2950000000000001 0.69858908400027009 0.042572463768115944 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 14.500000000000002 4.9725856982405903 1.0000000180025095e-35 5.1200721840520744 0.51167800453514756 0.55694444444444458 0.097406704617330822 0.074537037037037054 0.67879188712522065 4.4110065209197318 0.10275263951734541 1.0000000180025095e-35 9.5000000000000018 0.16500000000000004 1.0000000180025095e-35 0.15364152970912792 0.39990933816863111 0.025657894736842109 0.61250000000000016 1.0000000180025095e-35 0.36285815454412707 4.817302015487253 1.0000000180025095e-35 0.76491201459805602 0.76056169225004921 4.5000000000000009 1.0000000180025095e-35 3.6166825895759684 0.73360215053763456 9.5000000000000018 3.6063254455389058 1.0000000180025095e-35 0.6207242242090244 0.74371368725056064 13.500000000000002 1.0000000180025095e-35 4.7686198135562341 0.18500000000000003 10.500000000000002 0.23842105263157895 0.16000000000000003 0.90000000000000013 12.500000000000002 0.17500000000000002 0.36307649144312226 0.12000000000000002 3.5345066141412258 4.8859497000344776 3.5462391892834719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 14 7 6 11 10 9 -1 13 12 15 45 22 29 17 -10 -18 20 21 -19 23 -2 25 -6 27 -25 -28 -3 -24 32 33 43 38 37 -37 -36 39 40 -34 -11 -13 -21 -7 -4 47 48 50 -50 52 -52 -47 -26 55 57 -57 58 -48 60 -40 -61
right_child=2 5 4 -5 24 44 -8 -9 16 41 -12 42 -14 -15 -16 -17 18 19 -20 31 -22 -23 30 26 53 -27 28 -29 -30 -31 -32 -33 34 -35 35 36 -38 -39 59 -41 -42 -43 -44 -45 -46 46 54 -49 49 -51 51 -53 -54 -55 -56 56 -58 -59 -60 61 -62 -63
leaf_value=-0.024836205484356222 0.026757026588491065 0 -0.01397183889362818 0.032000394718574979 0 0.0013363471042555156 0.03215152527765696 -0.03330763833155332 -0.030365529110567859 0.0037999035780249884 -0.024075779574871278 -0.0023720705528911378 0.035057971955891866 -0.030878198304196067 0.024457908016148572 -0.012407075691739825 0.037391271039776644 -0.0075079029317853081 -0.00095282821682699144 0.01015345445276899 -0.019097623046158585 0.024440580691143677 -0.0041204400233290448 0.013775916515075539 0.0080302695526860476 -0.022939877879605917 -0.022025958044525076 -0.026370768589830444 0.0013221280068392704 0.033513952517194759 -0.030231360241120473 -0.015855999891291096 0.011558099164939094 0.02367736362165198 0.0041563324677754768 0.013874576694778377 -0.011302243580333549 0.032450991103045695 0.0068066107810857614 -0.01771221966186904 -0.01098538821442259 -0.015333722604882749 -0.033228581134193101 -0.0086366031723962185 -0.019437305654877293 0.032488166865325907 -0.009205916969462451 0.022221858711421284 -0.0050193039614412887 0.01914872411801254 0.020514290187076768 -0.01099484413122003 0 -0.014804227960009238 -0.016124655044066381 -0.031244179645626771 -0.003770974392447406 0.0035044204434400779 0.00047820859767489686 -0.017950181175405391 -0.013834414424184588 -0.00028237372984160966
leaf_weight=21.296733047813177 4.3551211506128302 3.54579952731729 15.172729402780531 7.0554292127490035 5.6995709240436545 10.52602866664529 19.564189925789833 6.0821485742926589 5.6242042221128932 26.799956943839788 11.859014984220265 4.9149567484855634 5.2268603555858126 4.7980253919959059 4.0564219653606406 8.1538843065500259 4.7400807179510576 8.6637526229023951 5.6694614626467228 11.199819616973405 16.795229308307171 4.3728916943073264 6.4976648241281492 4.5650896951556179 5.9255180880427343 47.807898119091988 4.506129376590251 11.100553032010794 65.953120566904545 3.2807767502963543 5.9462093934416771 6.0314925238490096 7.8402618318796184 10.597432456910608 4.7659912034869194 6.2858107946813115 8.9450098909437639 7.7176087014377117 51.602932326495647 12.425005555152895 11.139788232743738 6.0408286526799193 3.4683262705802917 7.98940086364746 5.6952895000576964 5.2598233409225958 45.122913852334023 6.2754974216222754 48.486250400543213 4.2547421380877486 3.8925827741622898 8.4744242578744888 3.8023320958018303 5.7120139449834824 13.99906340241432 6.3985937759280214 11.866585128009319 27.007796861231327 28.614124424755573 5.5716437548398963 4.2646754756569853 142.52901282906532
leaf_count=186 30 31 119 151 53 91 502 51 64 183 132 51 69 57 66 47 64 54 56 82 114 31 44 32 37 653 23 138 470 41 44 37 54 79 45 58 73 88 367 114 66 36 23 65 47 48 306 44 339 34 33 63 22 35 101 80 76 181 208 33 23 972
internal_value=-0.00283058 0.000271529 -0.00618106 0 -0.00841358 0.0092323 0.0144027 -0.00605665 -0.00116343 -0.00969855 -0.0053299 0.00191007 0.00985031 -0.00433205 -0.00214569 0.000313802 0.000164242 -0.000330177 0.0163177 0.000183592 -0.00930187 0.00296268 -0.00329777 -0.00126459 -0.0173698 -0.0204198 -0.00280979 -0.0142674 -0.000144271 0.0162826 -0.0173527 0.00115592 0.00153732 0.0100269 0.000546459 0.0096797 -0.000477697 0.0223576 -0.000510786 -0.00807651 -0.0013369 2.73025e-05 -0.0163138 0.0020124 -0.00573979 -0.00372222 -0.00295319 0.00195641 0.000105931 -0.0028913 0.00771859 -0.00043109 0.0192573 -0.00273142 -0.00596609 -0.00469577 -0.0139544 -0.00293341 -0.00537565 0.000631495 0.00508023 -0.00101082
internal_weight=893.833 463.285 430.547 114.036 316.512 64.3761 48.1548 251.367 398.909 54.1375 245.284 28.5906 20.2073 233.425 106.98 14.9805 344.772 334.362 10.4095 328.738 29.8319 13.0366 102.924 90.48 65.145 53.5075 86.1249 15.6656 70.4592 6.82658 12.4439 298.906 292.874 29.7867 263.088 27.7144 15.2308 12.4836 235.373 31.4051 18.9801 32.8408 8.38328 19.1892 16.2213 228.627 213.455 80.4457 74.1702 52.741 21.4292 12.367 9.06216 11.6375 133.009 119.01 18.2652 100.745 73.737 203.968 55.8676 148.101
internal_count=7516 3846 3670 998 2672 902 764 1894 2944 405 1843 262 188 1711 847 119 2539 2419 120 2355 199 85 781 693 778 706 663 170 493 72 88 2156 2119 226 1893 264 131 133 1629 234 120 219 74 147 138 1654 1535 583 539 373 166 96 70 72 952 851 156 695 514 1395 390 1005
is_linear=0
shrinkage=0.03


Tree=80
num_leaves=63
num_cat=0
split_feature=32 58 25 26 32 26 31 26 31 45 42 25 31 42 53 26 26 4 4 29 31 58 21 26 26 42 35 14 42 4 42 9 50 35 42 42 14 42 42 32 45 42 42 42 26 50 9 14 30 41 42 32 50 42 50 14 3 14 14 9 14 50
split_gain=9.82803 6.34932 9.57277 12.2871 6.92919 6.02637 5.22861 5.29735 11.937 8.06763 5.2769 5.57786 5.09448 5.08494 4.72624 4.36962 3.83888 2.83458 2.81521 2.78349 4.28729 3.55211 2.81672 2.76333 2.37856 2.34246 2.77221 2.74313 4.04852 2.69156 2.24728 3.85038 3.74643 2.22919 3.11993 4.74065 2.47045 2.16245 3.60554 3.1067 3.10491 1.92677 1.89887 2.51734 1.89536 1.91938 3.64321 3.45689 2.95189 2.58693 3.91419 1.91898 1.76176 1.75262 1.6994 1.78801 2.10227 1.64548 1.63113 1.78307 1.62824 2.52774
threshold=0.15000000000000005 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 0.16500000000000004 8.5000000000000018 0.16000000000000003 7.5000000000000009 1.0000000180025095e-35 1.5000000000000002 3.885512953955101 1.0000000180025095e-35 0.2950000000000001 4.5626574477361794 1.0000000180025095e-35 9.5000000000000018 14.500000000000002 0.52142857142857157 0.52142857142857157 1.5000000000000002 0.12000000000000002 1.0000000180025095e-35 0.33910647292050056 11.500000000000002 7.5000000000000009 4.9725856982405903 1.0000000180025095e-35 0.59658438576349038 3.6446542398839057 0.31503759398496245 5.1200721840520744 0.62500000000000011 2.4194005465518993 1.0000000180025095e-35 4.7859573202992296 4.1418756957665641 0.74687451164244423 4.8341389671286441 4.8027942719406207 1.0000000180025095e-35 1.5000000000000002 5.0315115408785305 3.583909489988077 3.8222509892493988 6.5000000000000009 2.7815080780430619 0.22500000000000003 0.61811868686868698 1.0000000180025095e-35 1.0000000180025095e-35 3.6829717644257181 1.0000000180025095e-35 2.533010400260828 3.7222509892493991 2.7815080780430619 0.62414383561643849 0.41250000000000003 0.63176169590643283 0.61611054937647458 0.17500000000000002 0.62847490347490365 2.533010400260828
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 -3 4 -4 17 7 19 9 10 11 15 14 -12 16 -9 33 25 30 20 21 -1 -23 -20 -6 26 27 -2 58 -28 31 37 -32 36 35 -35 -7 38 44 40 -39 -36 -21 -44 54 47 49 -46 -48 50 -47 -50 -26 -22 -8 56 -56 -31 -29 -60 -49 -62
right_child=1 2 3 -5 24 12 18 8 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 23 42 53 22 -24 -25 52 -27 29 28 -30 57 32 -33 -34 34 41 -37 -38 39 -40 -41 -42 -43 43 -45 45 46 48 60 51 -51 -52 -53 -54 -55 55 -57 -58 -59 59 -61 61 -63
leaf_value=-0.0007642380231327676 -0.0094941088193160276 0.016603131773222157 -0.026151736325708774 -0.025632798749848078 0.013656461032193342 -0.0041290909693538934 -0.013611316780255013 0.0026973967675755733 -0.034407161663532103 0.030547957778274324 -0.029459793068461623 0.014470469855461434 -0.033092745945303627 0.010554512334132144 -0.02380063201811828 -0.031235557297248931 -0.030719250804043686 0.030459566710348204 0.026975407430446571 0 0.0056248096745806601 -0.00012525711616324833 -0.026313274755533755 0 -0.014411183150442661 0.024236945870089323 0.008294902192733853 0.013212816123396106 0.02054745941521818 -0.031068014349181199 0.037857222432726483 -0.027071912370391395 -0.0076473415475109309 -0.00060888127391210385 -0.012776736538910824 0.027191486126167872 -0.019577381601694231 0.0043534131624081134 -0.019201169083560295 -0.0050459474021239421 0.031884917832104148 0.0083486719823780229 0.038297776651840816 0.0043857930118172787 0.027638019892362167 0.0065465766559145615 -0.0096945477655388437 -0.0078560543415556218 0.015714681234827315 -0.0090227919327518103 -0.0089729239837228834 -0.0051500059244566224 0.00057148443972614756 0.036917823369545633 -0.019264224018761888 0.013902317809643152 0.0061763478812180087 -0.0050950953785336567 -0.019039584882294649 0.0027055523696496949 0.0035777742883774952 0.021261766874178342
leaf_weight=72.74936967715621 8.7125512808561307 9.2338218688964826 10.862997308373449 49.289971224963665 9.3460617661476117 178.24280695617199 12.227885158732535 6.7293313555419445 14.604392617940901 5.3239877521991721 13.137028660625221 12.854863531887531 5.9414220452308646 3.2732389196753493 11.641842257231472 6.1265357807278633 4.6809708289802066 3.3876833189278832 8.0967666730284673 6.4255482181906691 4.5517825186252585 6.6105062551796463 9.7938807830214483 5.4210983756929627 9.1409530900418741 4.0566206816583863 4.3967436142265788 5.2858357653021839 14.853341493755577 4.9281628578901273 3.7843811735510817 3.9148585982620707 2.3398885242640972 13.289307564496996 12.68284333497286 8.768558241426943 9.9320725873112661 8.1832389533519763 7.285049144178628 6.9488980248570433 7.6591912005096665 5.0483222007751456 3.9386990927159768 4.7540725953876972 6.5083096176385871 42.911381125450134 5.9265501424670211 7.6132869049906722 26.460775632411245 33.007394082844257 21.795638268813491 4.0829487890005103 26.174963600933552 3.0058647096157074 5.4538790769875067 5.9934748727828255 5.4170071929693222 5.1531643606722355 5.4830494225025159 7.3805960193276405 47.743300545960665 8.7579136956483108
leaf_count=518 59 61 138 664 61 1287 78 49 131 61 142 88 51 25 132 71 57 69 165 47 30 59 86 63 78 68 38 37 140 36 59 55 26 91 91 74 72 60 63 51 166 39 36 41 51 286 48 50 260 207 146 35 211 32 33 49 36 42 29 45 371 72
internal_value=-0.00276212 -0.00603642 -0.0121177 -0.0147318 -0.00488995 -0.00380128 0.000262781 -0.0038269 -0.0108417 -0.00334795 -0.00789819 0.000385489 -0.00590714 -0.0210862 -0.00519488 -0.0132448 -0.00421841 0.00437767 0.00275771 2.41649e-05 -0.00180055 -0.00371082 -0.0162502 0.0160876 0.000241276 0.00271599 0.000975542 0.00499772 0.00903833 -0.0101149 0.00206698 0.00162402 0.0198306 -0.0036215 0.00272252 0.0103179 -0.00499624 0.00209247 0.0012253 0.0109177 0.0182694 -0.00640138 0.0119596 0.0209418 0.00190299 0.00294024 0.000779535 0.00694711 0.00887679 -0.00219331 0.00121507 0.0127151 -0.00319691 0.0194752 -0.00516455 0.000696109 -0.00616256 -0.0187327 -0.000174929 -0.00625348 0.00467406 0.00649001
internal_weight=889.327 427.915 114.049 104.815 55.525 313.866 461.412 173.879 62.0494 47.445 42.121 25.7107 250.228 16.4103 244.287 12.8559 232.645 63.6377 287.533 111.83 96.7114 89.1538 16.4044 13.5179 44.662 60.2501 56.1934 41.7154 33.0028 14.4781 274.015 267.891 6.12427 227.964 39.789 22.0579 188.175 263.976 241.185 22.7913 15.8424 17.7312 15.1183 8.69277 233.9 204.807 134.185 70.6228 36.4703 97.7144 64.707 30.5437 35.3159 7.55765 29.0922 16.8644 10.8709 10.0813 18.1495 12.8636 64.1145 56.5012
internal_count=7516 3670 1213 1152 488 2457 3846 1416 567 436 375 208 1894 167 1843 120 1711 563 2430 849 725 663 145 228 350 494 426 310 251 116 2202 2117 85 1654 295 165 1359 2062 1785 277 226 130 124 77 1722 1526 982 544 343 639 432 295 289 62 196 118 69 78 111 74 493 443
is_linear=0
shrinkage=0.03


Tree=81
num_leaves=63
num_cat=0
split_feature=32 13 58 32 26 31 0 0 32 31 26 13 31 26 31 26 45 32 9 0 11 5 26 50 27 11 35 11 11 1 50 11 31 58 29 4 14 50 50 1 26 11 28 1 32 27 11 11 27 26 1 4 4 32 11 0 0 4 50 9 11 5
split_gain=9.32262 6.36594 6.10297 6.59579 6.2889 5.7467 5.58691 6.24238 5.34258 11.156 4.9157 6.5758 4.2581 4.9836 3.97458 3.73289 3.20514 2.96039 2.81184 2.6136 4.14431 3.21316 2.55444 2.38997 2.25094 2.19728 2.17298 2.67209 2.29222 2.89745 2.05335 2.05231 2.04503 3.93295 2.7854 2.75762 2.76213 2.53787 3.82606 2.4279 1.88583 1.69824 1.67524 2.60749 2.32565 4.77197 4.37606 3.46176 4.42788 3.34164 2.60691 1.80711 1.61573 1.52077 1.8924 1.9926 3.93718 2.16975 1.84158 4.84208 1.51041 1.50408
threshold=0.15000000000000005 0.90000000000000013 1.0000000180025095e-35 0.16500000000000004 9.5000000000000018 0.2950000000000001 24.500000000000004 23.500000000000004 1.0000000180025095e-35 0.16000000000000003 8.5000000000000018 0.90000000000000013 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 0.17500000000000002 0.32500000000000007 27.500000000000004 0.67309402880291691 0.062418346836329859 7.5000000000000009 3.315707808323157 1.0000000180025095e-35 0.7130146705995698 1.0000000180025095e-35 0.6207242242090244 0.73123937035896569 4.2210518081758552 3.1307312134163801 0.93936166279661715 0.12000000000000002 1.0000000180025095e-35 1.5000000000000002 0.35355392156862753 0.70280062671367027 3.3458790118134671 2.533010400260828 4.7339486192976263 9.5000000000000018 0.76491201459805602 1.0000000180025095e-35 4.4756736333796594 0.17500000000000002 1.0000000180025095e-35 0.77649011669724821 0.78862344337608847 1.0000000180025095e-35 13.500000000000002 4.2210518081758552 0.37245222489560004 0.41232511110922038 0.16500000000000004 0.93197251286974125 49.500000000000007 70.000000000000014 0.22540322580645164 3.1963557881865921 0.17500000000000002 0.75413596120821635 0.3133928571428572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 22 10 7 -1 9 12 11 53 13 -3 -6 18 -9 -16 26 30 21 -21 -5 -10 32 -26 27 -12 29 -28 -8 -27 33 35 -35 36 37 38 -22 -37 -14 -41 44 -44 45 46 -29 49 -49 -46 -47 -45 -20 -2 55 57 -57 58 59 -55 -53 -34
right_child=2 8 3 4 14 -7 19 16 23 -11 15 -13 40 -15 17 -17 -18 -19 52 20 24 -23 -24 -25 25 31 28 42 -30 -31 -32 -33 61 34 -36 39 -38 -39 -40 41 -42 -43 43 51 47 50 -48 48 -50 -51 -52 60 -54 54 -56 56 -58 -59 -60 -61 -62 -63
leaf_value=0.0055452329454455862 0.01451153566830816 0.00032147752479278434 -0.028540622690929177 0.013269191070829332 -0.020490598299303855 -0.032883109383501877 0.026594925608879768 -0.00045530086644715031 -0.013569222960169797 0.032005604409419318 -0.018752999717695781 0.031759606872160118 -0.0021209867950715733 0.034693062606642872 -0.01401231739628307 -0.030676720580127565 -0.033864398018945543 0.017080907783070157 -0.022240644861105711 -0.034668973518612971 -0.0043405268310272678 0 -0.0041566961093250886 0.010546853251367934 -0.011558594988667915 0.0076217814890134662 -0.0031868188055036283 -0.0018686521944429593 -0.0046760662009899959 0.019274782080952114 0 -0.010517844513745118 0.0012233050220942759 -0.020092411737652079 0.0030989980155149096 -0.020255504820753618 -0.012303334540872481 -0.00026513874120054083 0.024419954773451484 0.011704429380119799 -0.032653945860492486 -0.0089396838987795858 0.0092976676829931229 -0.015708308857361204 -0.010639608978010251 0.011926560615740616 -0.022707700974823664 0.016895695169542469 -0.0090032945190216974 0.0089542784179878175 -0.0089045702739489179 0.01540235002816354 4.1267210046925345e-05 -0.026898569937082509 0.018879675963893554 0.032568965372583122 -0.011267517950333199 -0.013276075076970715 0.011371235281487545 0.0084717207892318798 -0.007023352686320569 -0.010221439967577513
leaf_weight=8.0457426831126213 6.2752403207123271 14.883032903075224 18.112191583961248 9.3362537547945958 38.459580112248659 5.8032854646444312 5.5364267006516439 3.7694773972034445 10.957284487783911 18.826491124927998 11.861494123935698 6.7831280771642914 4.8041584342718107 5.0732519179582587 5.8467731252312642 4.8986973203718653 11.809235710650682 4.8627430200576782 11.689487051218746 5.4389255382120592 5.7765563055872944 3.8614039495587349 36.108349364250898 5.0991813875734797 6.6407309621572486 64.262891706079245 8.2558488026261347 14.584657810628412 18.204159587621689 11.865992341190575 4.8704709187150002 5.7111526504158965 167.4221528545022 20.175508379936222 5.4277851171791545 10.395426180213692 8.3511567227542383 21.646610833704472 11.903976224362848 5.4104595184326163 3.3219209909439087 9.4935889914631826 19.313562341034412 9.2074138373136538 37.636116787791252 10.907203927636148 27.249223429709673 15.665921002626419 9.008099153637886 9.3876164555549604 10.159089289605616 4.4000340253114683 3.1805105507373801 5.7042135372757929 3.7519870027899733 3.6729762032628051 3.1059685721993446 17.318147361278534 8.7952992767095548 7.9860320016741753 6.0627713054418564 10.761795692145823
leaf_count=50 49 119 251 61 540 51 38 27 91 502 93 151 51 69 37 62 103 31 120 42 40 32 293 47 45 492 62 116 126 96 29 34 1227 191 57 87 55 137 91 40 23 68 133 61 281 75 230 104 50 66 67 33 28 30 28 60 37 98 59 51 40 59
internal_value=-0.00269326 0.000256518 -0.00589299 -0.0118966 -0.00859365 -0.00370356 -0.00113793 -0.0152267 0.00911298 0.0142464 -0.00311126 0.00426931 0.00198625 0.00961458 -0.0160102 -0.00505897 -0.0262691 0 -0.00448273 -0.000222051 -0.000666804 -0.0202242 -0.000402773 -0.00550587 -0.000123971 0.00440124 -0.00360032 -0.00495534 0.00279196 0.00982303 0.0144322 0.00603 -0.00140059 -0.00486856 -0.0149575 -0.00121579 0.00293739 0.00637144 0.0147444 -0.00923965 -0.015808 -0.000992475 -0.00395747 0.00139144 -0.00555096 -0.00977349 -0.0156287 -0.00174621 0.0072028 -0.00657956 0.00160947 -0.00608493 -0.0171394 0.000769532 -0.000875611 -0.00266896 0.011877 -0.00534325 0.00056523 -0.0060089 0.00195687 0.000487755
internal_weight=885.137 459.677 425.46 112.726 94.6137 312.734 396.711 23.6245 62.9653 46.9089 306.931 63.393 28.0824 19.9563 49.1691 243.538 15.5787 10.7095 238.639 373.087 362.68 9.30033 45.4446 16.0565 353.38 76.6148 223.769 185.443 38.326 20.1218 10.4069 69.974 276.765 98.5811 25.6033 72.9778 47.6783 39.3271 17.6805 25.2995 8.12608 14.904 173.582 38.9838 134.598 62.9002 41.8339 71.6978 24.674 47.0237 21.0663 19.6702 14.87 56.6099 50.3346 46.5826 6.77894 39.8037 22.4855 13.6902 10.4628 178.184
internal_count=7516 3846 3670 1213 962 2457 2944 180 902 764 2406 563 262 188 608 1843 130 68 1781 2764 2697 74 354 138 2623 571 1633 1349 284 158 67 526 2052 766 248 518 323 268 131 195 74 108 1256 267 989 488 346 501 154 347 142 134 148 412 363 335 97 238 140 81 73 1286
is_linear=0
shrinkage=0.03


Tree=82
num_leaves=63
num_cat=0
split_feature=32 13 58 25 28 31 0 0 34 53 29 48 32 45 32 31 0 31 25 13 5 25 13 0 3 3 3 3 3 31 31 27 32 29 32 32 32 31 58 25 0 5 12 3 12 29 4 3 12 12 3 12 3 31 3 4 5 12 5 45 46 3
split_gain=8.84449 6.06775 5.8486 8.93128 7.32243 5.57103 5.31856 6.00832 5.30386 4.20848 4.02245 3.90013 3.46771 3.12492 3.08922 3.37907 2.84317 2.5848 7.71646 5.49634 3.27464 9.96707 14.7139 2.46467 3.29828 4.43051 3.84002 3.40869 3.07715 2.4201 5.19318 2.39784 14.8238 2.66875 2.37769 3.92404 2.23417 2.13613 2.89888 2.87028 2.29902 3.49458 2.12682 1.97354 1.90781 1.88337 1.76842 1.72009 1.58786 1.57777 1.76951 1.55089 1.54528 1.40175 2.45034 1.44579 1.38955 1.33824 3.97564 2.96047 5.10318 3.06126
threshold=0.15000000000000005 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.2950000000000001 24.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.16500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.16000000000000003 1172.0000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.01941930618401207 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 0.11651583710407241 0.10275263951734541 0.097406704617330822 0.074537037037037054 0.031754032258064523 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.17500000000000002 1.5000000000000002 0.18500000000000003 0.33500000000000002 0.17500000000000002 0.12000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 0.03509852216748769 0.37500000000000006 0.14976474159690528 0.47500000000000003 1.5000000000000002 0.39990933816863111 0.059714795008912663 0.37500000000000006 0.47500000000000003 0.46250000000000008 0.32500000000000012 0.41250000000000003 0.16000000000000003 0.1236388219978657 0.34330357142857149 0.30368906455862982 0.52500000000000013 0.07232818977656548 0.97500000000000009 1.5000000000000002 0.5375000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 12 9 7 -1 29 16 11 14 -5 -9 15 -10 17 20 19 36 43 -22 42 56 25 26 27 28 -25 30 46 33 -33 34 -14 -36 48 38 40 -40 41 -26 -23 -2 -44 -41 -3 -30 -19 50 52 -45 -38 -21 -55 -56 -8 58 -39 60 61 -59
right_child=2 8 3 4 -6 -7 23 13 10 -11 -12 -13 31 -15 -16 -17 -18 18 -20 53 21 22 -24 24 37 -27 -28 -29 47 -31 -32 32 -34 -35 35 -37 49 57 39 45 -42 -43 44 51 -46 -47 -48 -49 -50 -51 -52 -53 -54 54 55 -57 -58 59 -60 -61 -62 -63
leaf_value=0.005380305926334576 -0.017783522955417796 0.0076491917406205446 0.016005881184451537 -0.028369423874368926 0.021222970538679133 -0.032678418837255488 0.023749797919360181 -0.00044239445829451175 0.0039659863284470763 -0.018931623659293947 -0.023854632812775025 -0.01922060586392009 -0.018021509602197876 -0.033528069401397118 -0.0025128145891223741 0.031458350265588804 -0.022197633756500051 0.0027886830198159272 -0.03307863816624091 -0.0094955758173088968 -0.017474740264349479 0.014646708119539414 0.036756453513531823 -0.015031159447541777 -0.027343667995250075 -0.026557738119557146 0.012370715987027599 -0.016515081674928045 0.024651362062021571 0.031070584916400069 -0.013512837600804253 0.050776025296371902 -0.021220203903103193 -0.024348836453706408 0.009285651245424395 -0.015005060212431427 0.0064051406992728238 0.0019416976904398908 -0.019789262959640508 -0.0078650444150208092 0.0024609793961637596 0.0040405180226645758 -0.017831552987566428 -0.005999436599419582 0.0014651516820395291 0.018709070530597869 0.034609821284218849 0 0.023028075293926174 -0.011277890639586043 0.01768798013104133 0.0028520266058460302 -0.011518002504046502 0.011425903779673329 0.0061340839547965147 -0.010217581018433985 0.00048527669607574379 0.016010145940456966 -0.025037280435260052 0.027379519603551408 -0.026045695084602607 -0.0046089214922755304
leaf_weight=8.0496748015284538 6.7936817258596411 4.8585084080696124 9.2500732466578466 17.682558074593544 4.6785824894905081 5.6677498370409003 5.7065518423914892 3.7689088582992545 8.9613898321986216 14.184920612722633 4.6296238265931597 4.5877944082021704 22.498316790908575 11.575418803840876 10.435372121632101 8.1902517322450858 6.1297977231442919 6.9682922363281241 7.8415089771151534 63.694293797016144 11.238435089588164 6.4174889326095608 15.634212568402289 5.7933650091290501 6.1574799157679063 8.9701253436505777 10.232642780989407 19.708337523043156 4.7559286244213563 10.13694194704294 4.8355102390050879 3.3788151592016211 8.9444150775670987 21.577153779566288 10.464151613414289 13.048697147518395 11.18589774519206 167.18603651598096 15.436262093484402 7.6506710834801197 59.837540067732334 5.7597005292773247 6.6695541739463833 31.221708225086331 12.504404600709675 3.2551400251686573 5.596954770386219 5.5767517611384392 8.9076613485813123 7.1496349349617949 6.4902163594961158 40.161049051210284 6.7628405392169944 8.887490898370741 5.6770825907588032 21.040897909551859 4.7074191197752953 17.564259648323066 4.8450977504253379 5.5776619389653197 4.212117623537778 9.493648633360861
leaf_count=50 44 51 61 251 31 51 39 27 81 150 38 25 242 103 88 198 59 45 79 482 79 41 236 34 66 59 84 140 37 304 42 33 118 240 78 159 70 1204 154 72 406 42 37 227 84 31 75 36 63 40 44 332 38 66 43 147 28 120 25 73 57 57
internal_value=-0.00262865 0.000247085 -0.00575736 -0.0116711 -0.0142593 -0.00361287 -0.00110991 -0.0149266 0.00895009 -0.0030331 0.00146792 0.00542176 -0.0160616 -0.0258977 0.00984462 0.0176512 -0.00222609 -0.00176064 -0.00439236 -0.00277591 0.00130996 0.00712382 0.0140264 -0.000218371 -0.000651638 -0.00740795 -0.00345076 -0.00817874 0.00171946 0.0194497 0.0110568 -0.0131992 -0.000505328 -0.0154168 -0.011011 -0.00395456 0.00553662 0.000544193 -0.00307781 -0.011549 0 -0.0118639 0 -0.00252339 -0.00505219 0 0.0230234 0.011788 0.014663 0.000697681 0.00450777 -0.000941592 -6.99629e-05 -0.00681268 -0.00181948 -0.00650049 0.0140061 0.00227523 0.00111883 0.00747696 0.00358482 0.0085748
internal_weight=880.805 458.053 422.752 111.523 102.273 311.229 395.821 23.394 62.2323 305.561 36.8044 32.1748 97.5941 15.3443 27.587 17.1516 291.376 285.246 154.606 146.764 130.641 52.4641 41.2257 372.427 362.013 55.0372 46.067 35.8344 16.126 25.4279 15.291 79.9115 12.3232 67.5883 46.0112 23.5128 47.4645 306.976 98.0968 26.3421 71.7547 11.9172 25.5914 78.1764 19.174 10.9058 10.4555 10.3327 15.876 31.5886 24.439 71.3828 17.9487 99.2998 35.6055 26.718 10.414 208.879 172.031 36.8477 31.27 27.0579
internal_count=7516 3846 3670 1213 1152 2457 2944 180 902 2406 430 392 1121 130 367 279 2256 2197 1117 1038 1080 477 398 2764 2697 390 331 247 107 472 168 870 151 719 479 237 300 2307 771 257 514 108 162 603 121 103 126 73 108 192 152 559 108 738 256 190 67 1536 1229 307 234 177
is_linear=0
shrinkage=0.03


Tree=83
num_leaves=63
num_cat=0
split_feature=32 13 26 13 25 11 13 0 0 32 45 26 0 42 11 37 14 45 42 42 3 42 0 14 32 35 43 50 11 9 3 3 0 11 5 3 3 3 14 42 3 50 9 45 5 50 47 43 1 50 26 42 50 3 43 42 4 14 3 1 43 4
split_gain=8.39604 5.78626 5.65108 7.75782 5.14904 26.254 14.0868 5.06453 5.78316 4.89893 4.65001 4.12594 3.71995 3.72327 4.49981 3.53383 3.20332 3.04683 3.01298 2.97396 4.30335 2.95747 7.11853 4.26659 2.31708 6.10699 2.80207 2.67735 4.28029 3.10789 3.36523 4.01487 2.2678 3.89843 3.12147 2.24826 3.90923 2.54156 2.49402 2.26351 2.21275 2.21216 2.06222 2.8941 1.99528 1.92267 1.90891 2.05704 1.83319 1.73514 2.45448 3.33611 1.94455 1.69774 1.65215 1.88143 1.56607 1.40545 1.38768 1.35885 1.35273 1.24207
threshold=0.15000000000000005 0.90000000000000013 8.5000000000000018 0.90000000000000013 1.0000000180025095e-35 0.80039597484269975 1.0000000180025095e-35 24.500000000000004 23.500000000000004 1.0000000180025095e-35 0.97500000000000009 9.5000000000000018 33.500000000000007 4.8846819779809314 0.83975446598121961 1.0000000180025095e-35 0.68533452807646367 1.0000000180025095e-35 4.9725856982405903 4.4110065209197318 0.099019607843137278 5.1200721840520744 51.500000000000007 0.55694444444444458 0.16500000000000004 1.0000000180025095e-35 0.12499999999999999 3.315707808323157 0.89882844131728368 0.17500000000000002 0.36250000000000004 0.43750000000000006 27.500000000000004 0.67309402880291691 0.062418346836329859 0.097406704617330822 0.074537037037037054 0.031754032258064523 0.73827838827838843 4.817302015487253 0.48750000000000004 3.315707808323157 0.37500000000000006 1.5000000000000002 0.025657894736842109 3.1307312134163801 4.5000000000000009 1.0000000180025095e-35 3.5462391892834719 2.533010400260828 12.500000000000002 3.6661845113717573 2.8625437813686543 0.56250000000000011 0.17500000000000002 4.6671121786567591 0.39212852771166279 0.66565040650406515 0.19803921568627456 3.5876490396180452 -1.0000000180025095e-35 0.40619293279766261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 18 6 10 12 8 -1 15 -6 -7 -4 14 -14 -3 -17 -10 19 20 -2 22 32 -23 25 -22 27 29 48 40 -31 -32 45 34 -34 36 37 -35 39 42 -26 -11 43 -37 -21 -9 47 -8 -29 -16 51 52 -51 -13 55 -38 60 -39 -18 -54 -41 -49
right_child=2 9 4 -5 5 11 46 21 17 41 -12 53 13 -15 49 16 58 -19 -20 44 24 23 -24 -25 26 -27 -28 28 -30 30 31 -33 33 35 -36 38 54 57 -40 56 -42 -43 -44 -45 -46 -47 -48 61 -50 50 -52 -53 59 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.0052204213307106622 0.02920207172739488 0.020069890589301212 -0.012793614965169696 0.031484346216415139 0 -0.0036361265270627176 -0.014322328249559984 0.025360943788285652 -0.00042985222415428589 -0.013080853519274923 0.028363241309114856 -0.023464586825671069 0.03149088172526239 -0.013401485583206871 -0.0013969853781935133 0.01983152845512581 -0.016769299123988564 -0.033197293429615832 0.023494529098336655 -0.0038673378981638204 0.015406030868335526 0.036751821337711363 -0.028549873015586511 -0.00096097506891605969 -0.022880394786544574 -0.02576204685673833 0.02155543299815697 0.0061425557091744675 0.022948975578596174 0.020302513810452741 -0.018594107240224495 0.0092611708719698704 -0.03424785462481636 -0.012636593952917245 0 0.00065673893115052715 -0.018738774242962806 0.00031963453035462275 -0.012717060284349121 0.017245386537676217 -0.0026067578076836083 0.010163468875809262 0.018968460791167915 -0.019575799722471882 -0.029470844584525133 0 -0.0017173525140493648 -0.011099892265574649 -0.016852421818272213 0.02275504126269795 -0.0049197331409538379 0.030568257759451892 0.0083356172051543206 -0.0060356277784000536 -0.031236337869244717 0.0039166081368262051 0.016049045998879637 0.024367857475591372 0.0041530815406407573 -0.012161922158790427 -0.0033980842712686321 0.0023095721886803146
leaf_weight=8.0533907935023308 3.8510342165827742 29.201090609654784 7.473284237086772 6.4908774383366099 8.1502355262637156 13.559286542236803 83.696614980697632 5.5478775873780233 3.7683563232421866 10.802130069583653 12.87999978289008 74.094007708132267 8.643843896687029 5.5216690376400939 12.61690743267536 5.8842345084995058 5.9819139670580608 11.345512881875038 3.8186756558716288 6.392873674631117 4.3327114358544323 4.4981224425137025 7.8649353347718707 5.6318061798810959 11.768529005348684 10.342257991433144 4.7851362042129031 6.2010800242424029 8.6577473580837232 6.1208758726716068 9.4143646731972712 8.5603175908327085 5.249582175165413 5.0018142312765113 3.8541496619582176 249.39815082773566 8.0709924697875994 4.8741520680487138 11.389789149165152 3.6058000437915316 9.4753788486123067 5.098504774272441 5.1502495333552352 6.3253596462309352 5.7244554236531258 4.873577281832695 20.455948397517204 11.199608869850637 5.537055566906929 4.7609681040048697 6.0676585212349883 8.6910218223929387 7.2671697661280614 6.5913310237228862 5.2270264700055113 4.7657009661197653 15.093642044812439 4.7435269132256508 4.5086749698966742 4.5604060813784599 10.496437650173904 12.331648007035254
leaf_count=50 27 540 42 151 49 110 659 38 27 91 119 877 61 40 75 120 48 103 66 44 31 64 81 56 71 139 40 44 68 46 61 65 42 29 32 1746 51 33 71 38 68 47 46 49 44 29 161 92 33 33 34 64 48 83 34 43 158 34 56 26 90 99
internal_value=-0.00256461 0.000240363 -0.00562474 0.000112035 -0.00771541 -0.0127603 -0.00466559 -0.00108051 -0.0146316 0.00879685 0.0172775 -0.019549 0.006564 0.00919085 0.0117175 0.0138201 0.00220508 -0.0255315 -0.00182679 -0.00288627 -0.000901636 -0.000212263 -0.000680041 0.0155916 -0.00239786 -0.0131603 -4.2525e-05 -0.00176634 0.00708452 -0.00589326 0.00126319 -0.00504216 -2.75247e-05 -0.000466634 -0.0196232 4.87671e-05 -0.00738091 0.00380255 0.000878518 0.00144142 -0.0142262 -0.00522129 0.000527313 0.000117932 -0.0167322 0.0136068 -0.0104834 -0.0120936 -0.00430254 0.00756898 0.0113539 0.0155033 0.00698302 -0.0221334 -0.0167031 -0.00993653 0.00934599 0.0130464 -0.00730651 0 0.00162807 -0.00385954
internal_weight=876.341 456.307 420.035 111.473 308.562 115.275 193.287 394.83 23.1673 61.4765 21.0302 94.2446 65.6029 58.1296 52.608 45.5759 16.3748 15.1139 104.982 101.164 89.0465 371.663 361.533 10.1299 85.1955 14.675 70.5205 65.7353 20.3959 45.3395 24.0956 17.9747 353.668 343.246 9.10373 334.143 32.6832 14.6195 301.459 290.07 21.2439 15.9006 260.874 255.724 12.1173 10.4215 127.684 107.228 11.7381 43.9641 31.3472 25.2796 16.5885 80.6853 18.0637 12.8367 29.1959 9.61768 10.4906 11.8276 14.1022 23.5313
internal_count=7516 3846 3670 998 2672 1238 1434 2944 180 902 168 1070 423 381 341 764 224 130 847 781 693 2764 2644 120 666 170 496 456 145 311 172 126 2563 2496 74 2422 224 96 2198 2127 139 138 1841 1795 88 67 1011 850 77 280 205 171 107 960 128 94 286 67 104 74 128 191
is_linear=0
shrinkage=0.03


Tree=84
num_leaves=63
num_cat=0
split_feature=58 31 26 54 26 28 42 0 0 53 11 26 36 27 28 36 11 11 11 14 43 11 0 14 17 3 31 13 0 3 14 14 4 3 50 14 17 50 31 5 5 3 26 14 26 1 27 14 31 43 43 1 50 43 11 1 43 3 1 31 26 1
split_gain=7.11822 7.85082 8.39982 6.97562 4.69632 4.53773 3.991 13.0408 8.6501 3.92858 3.76512 2.64325 2.48863 2.28209 3.00524 3.47291 13.032 9.51532 5.59336 3.10584 2.85946 2.84401 2.66093 2.51284 2.44728 3.04277 2.40686 3.90611 3.09549 3.71957 2.57222 2.38283 2.39876 2.35345 2.35254 2.37632 2.1954 2.03398 2.37077 1.9158 2.13667 1.97788 1.86183 5.1595 2.61687 2.08862 1.83443 2.49717 1.8179 1.79861 1.73519 1.58794 1.49111 1.48463 1.44003 1.22249 1.1277 1.06334 1.03225 0.972144 0.956289 0.802943
threshold=1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 5.1200721840520744 51.500000000000007 502.50000000000006 1.0000000180025095e-35 0.80369124392186542 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.80039597484269975 0.91640860664678481 0.92591708652102567 0.63299319727891168 -0.22499999999999998 0.69744992305541842 20.500000000000004 0.67879188712522065 1.5000000000000002 0.51250000000000007 1.0000000180025095e-35 0.90000000000000013 38.500000000000007 0.41250000000000003 0.60676291793313075 0.65155075187969935 0.39398553131805264 0.43750000000000006 1.7585441243211084 0.62583333333333346 1.0000000180025095e-35 3.1963557881865921 0.28500000000000009 0.37884436160298235 0.27386363636363642 0.077677224736048281 10.500000000000002 0.65536398467432966 6.5000000000000009 3.6666825895759683 1.0000000180025095e-35 0.6503424657534248 0.23000000000000004 -0.27499999999999997 -0.37499999999999994 4.3539840504870346 2.7815080780430619 -0.37499999999999994 0.76801493146068267 3.561366421708438 -1.0000000180025095e-35 0.14267985856113155 3.7574466511864686 0.28500000000000009 12.500000000000002 3.5937425525307249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 6 12 7 9 10 13 57 -11 36 14 15 17 31 21 -19 -20 33 22 -1 -23 37 39 27 28 -16 -30 -28 54 -33 -18 -32 -36 -2 38 58 40 41 -26 44 -44 -3 61 50 -48 -39 -9 -4 -13 -14 -38 -17 -54 -57 -8 -15 -27 -45 -46
right_child=1 42 46 -5 -6 -7 8 49 -10 11 -12 51 52 24 26 16 20 18 19 -21 -22 23 -24 -25 25 59 30 -29 29 -31 34 32 -34 -35 35 -37 53 48 -40 -41 -42 -43 43 60 45 -47 47 -49 -50 -51 -52 -53 55 -55 -56 56 -58 -59 -60 -61 -62 -63
leaf_value=-0.0015481205508260096 0.0033665105443840913 0.015008621865357048 0 -0.032832877165883199 -0.030412227759828252 0.018912488930347238 0.021255997930843318 -0.0055400403642628521 0.039154132515195013 0.0064151205110295146 -0.028141011270469259 -0.00081917328577604093 -0.0093059635811242967 -0.006374251784085092 -0.010163596735397943 -0.0049303271044109668 -0.019626867302173882 0.036749593473668671 0.021610965615393534 -0.00042036578601272021 -0.02429937380701816 -0.0031771736216451908 -0.014388389741344427 0.0047503623463299024 -0.006093515974285443 -0.012502118302324389 -0.015932648269360188 0.034018384374825322 0.026932791680945208 -0.00035879182298244517 -0.013273811918209344 0.027358214966308306 0.0026540197826166166 -0.00058844257880490472 0.011784306794723523 0.00063917569282206401 0 0.016251074312005644 0.0054487668168116173 -0.013111806633549748 0.024762732993142682 0.008394795487726316 0.032678393922165691 0.006384632113621138 -0.0060561253316328669 0.005954587760990746 -0.019335827177876342 0.011409576305054198 -0.0070867998277278884 -0.033854460850015262 -0.025814645740923514 -0.020662656167824561 0.015902184073896462 -0.018843046421904 0.016182204355126358 0.0080909341873940145 -0.0093218978751471379 0 -0.025325870210079648 0.0029017002491364546 -0.0098085124015060005 -0.023765664464823859
leaf_weight=28.752076247707009 5.6803814806044093 5.3779017925262478 2.2390843033790579 6.022294469177722 4.6261883638799182 6.0470467507839194 3.1530388928949851 3.1682234145700923 6.8787389285862437 5.391419209539893 3.4809339307248592 5.4612822905182865 11.998310130089523 5.9133125767111832 7.7361650541424813 14.251331282779576 11.005982965230944 7.6721611842513111 8.3968728855252284 15.889204397797583 26.205650679767132 122.64539757929742 31.883295517414808 50.375766078010201 8.8587127756327373 9.8214103206992132 7.5473104547709218 5.0521674677729598 7.9772460088133839 9.0321241468191129 8.0959883891046029 7.5271088909357768 7.7168105635792017 13.665429741144179 22.585263295099139 76.127929009497166 5.0722161978483227 6.3060282059013826 5.3438409138470879 3.5589435622096053 6.6397692933678618 79.267344256862998 5.9475235342979458 7.19302950799465 5.8887564241886157 5.4630226939916602 6.5630723834037763 3.2456678003072739 5.0022069662809372 11.925437550991772 38.096312429755926 16.72103863582015 5.392345733940604 26.19432419911027 3.4174018390476695 6.2074683457613018 6.6882853507995561 4.5850900188088417 7.0465040951967239 4.8727853596210471 5.6258549019694328 5.8580998554825783
leaf_count=303 56 38 30 64 61 40 43 29 92 39 22 54 103 37 54 124 76 58 61 96 208 958 272 399 76 57 56 84 68 60 57 71 87 97 181 587 43 54 43 19 45 665 47 46 38 36 92 39 44 119 571 172 46 270 34 50 55 42 49 31 36 32
internal_value=-0.00249981 -0.00811774 -0.0119134 -0.00118117 -0.000891647 -0.00530551 -0.000678422 -0.00105896 0.0131233 -0.000418597 -0.00271771 -0.0114641 -0.00762232 5.41622e-05 -0.00090234 -0.00241477 -0.00773951 -0.000707914 0.0145631 0.00706619 -0.0172629 -0.00283292 -0.00842352 -0.000831584 0.00340267 0.00543574 0.00272022 0.0102986 0.0049814 0.0122563 0.000678625 0.0068161 0.0154372 -0.00941231 0.00193606 0.00326848 -0.012842 -0.00414002 -0.0103917 0.00736868 0.008227 0.00685995 0.00306921 0.0100678 -0.0025194 -0.00845084 -0.0213916 -0.00853814 0.00546243 -0.0284536 -0.0243117 -0.0160962 -0.0010154 -0.0159801 -0.000375642 0.0041411 -0.000486378 0.00838377 -0.0173628 -0.0070208 -0.000302729 -0.01564
internal_weight=872.382 164.779 123.425 707.603 701.581 73.2804 696.955 678.857 18.0978 663.763 11.2191 27.5737 67.2333 636.19 493.559 349.404 83.7897 265.615 31.9582 24.2861 50.8771 233.657 60.6354 173.021 142.631 113.019 144.154 29.7977 24.7455 17.0094 114.356 32.9127 15.2439 24.6714 106.809 98.7132 36.9469 29.6119 18.3037 98.3248 94.7658 88.1261 41.3542 18.7664 22.5878 17.2099 50.1441 9.80874 11.3082 15.0937 40.3354 22.1823 30.2864 31.2665 17.6687 18.2881 12.8958 7.73813 12.9598 14.6942 12.8189 11.7469
internal_count=7516 1668 1395 5848 5784 663 5723 5524 199 5376 107 265 623 5111 3991 2844 697 2147 215 157 381 1932 575 1357 1120 893 1147 266 182 128 881 316 158 173 825 768 369 227 129 805 786 741 273 129 144 106 732 131 98 148 601 226 254 313 158 151 105 85 86 88 82 70
is_linear=0
shrinkage=0.03


Tree=85
num_leaves=63
num_cat=0
split_feature=32 13 26 13 58 25 34 47 32 11 5 26 26 49 42 35 32 42 42 14 14 3 3 14 27 17 42 42 50 5 5 14 3 14 42 42 14 3 42 14 42 11 50 43 4 42 26 45 50 42 4 50 42 32 13 26 35 14 14 14 12 11
split_gain=7.69026 5.45798 5.29169 7.40403 6.01337 12.1665 5.00643 4.2734 4.07525 3.96692 7.61271 3.70874 3.30384 2.9111 2.80704 2.90128 4.76362 4.04642 2.56842 5.18931 3.98133 2.77695 3.55398 3.1796 2.58081 2.73541 2.5518 3.12346 2.26741 2.20934 2.97937 2.35825 2.0839 2.02489 2.7971 2.00117 1.99568 4.35756 2.27462 1.90482 1.765 2.35653 1.67111 2.74415 1.66585 1.61425 3.08512 1.59804 1.57741 2.9187 2.2581 1.80993 2.54011 2.50841 4.03863 3.24974 2.73107 2.39203 2.11607 2.97259 2.92203 4.15055
threshold=0.15000000000000005 0.90000000000000013 8.5000000000000018 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.69858908400027009 0.042572463768115944 9.5000000000000018 14.500000000000002 0.2950000000000001 4.9725856982405903 1.0000000180025095e-35 0.16500000000000004 4.3298514159003032 5.1200721840520744 0.50977198761457165 0.55694444444444458 0.097406704617330822 0.074537037037037054 0.67879188712522065 1.0000000180025095e-35 1.5000000000000002 3.584472279689018 4.6403115322251036 3.0678793895128593 0.29864864864864871 0.046693482230278659 0.65655637254901966 0.51250000000000007 0.59658438576349038 3.6446542398839057 4.3038690757349274 0.69416099773242645 0.36250000000000004 3.8451910262946423 0.73360215053763456 3.5065212271721315 0.86350614760484612 3.315707808323157 -0.27499999999999997 0.41172122951176043 3.6248351047945473 9.5000000000000018 1.0000000180025095e-35 1.7585441243211084 4.9763905204053005 0.30151515151515157 3.4150731631156739 4.4982196723355088 0.17500000000000002 0.70000000000000007 12.500000000000002 1.0000000180025095e-35 0.69416099773242645 0.63299319727891168 0.60180165816326536 0.47500000000000003 0.75413596120821635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 14 12 -6 -3 -8 13 10 47 -7 48 -9 15 33 -17 28 19 -11 -20 22 23 -21 25 32 40 35 -18 30 36 -32 45 -2 42 -28 38 -38 -27 -12 41 -26 43 -35 -29 46 -23 -1 49 50 -4 53 -53 55 58 -50 -56 -58 59 -55 61 -60
right_child=2 6 4 -5 5 11 7 8 -10 18 39 -13 -14 -15 -16 16 17 -19 20 21 -22 24 -24 -25 26 29 27 44 -30 -31 31 -33 -34 34 -36 -37 37 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 51 -51 -52 52 -54 54 56 -57 57 -59 60 -61 -62 -63
leaf_value=-0.0084080414802548496 -0.0088474655775763501 0.018948690499440077 -0.002829914495965155 0.031314379883786866 0.014947915135298579 0.00017186670208400667 -0.018776097291871394 0.021716402636175896 -0.0064966436021359495 -0.031304433456890379 0.0036730248736510942 -0.024665972263750949 -0.030282089723751331 -0.0093270662261820906 0.023065534236708277 -0.025181553296866371 -0.0053417437010447972 -0.023235263670667115 0.036072719904891033 -0.0073105786737054472 -0.00077271604424587271 0.01546765196814804 -0.017823669199549173 0.023362655392489662 0.01651145104984043 0.00094911732252015866 0.00095390517718735822 0.0062414784748716298 0.0083422161594648228 -0.018422616918151499 0.025427320864698125 0 -0.00634431497955577 -0.0077003775839372878 0.018131923796421472 -0.019109470183532585 0.010855005035832782 -0.017688869728144756 -0.0079169587786637029 -0.014795791255953886 0.027678868635433864 -0.0097316868728086481 -0.013910150498399429 0.01948586568988589 0.034650335394057367 0.017169873584886815 -0.012811227783504098 -0.02903798183371864 -0.0052432221369975848 0.0089229772936447113 -0.027964984385805223 -0.0032558354637815135 -0.022819816536191223 -0.0089327810693374168 -0.0093946941497445296 -0.030391449799714716 0.021360367861966524 -0.0063659686089258139 0.027103523552880555 0.017562918255741921 -0.016588598445084507 -0.00088263173508741481
leaf_weight=5.951131947338582 8.591969966888426 24.771553222090006 5.7239788435399559 6.2932017669081679 9.2930055148899537 5.5994244739413253 7.2616006433963767 14.181689316406848 11.844358559697868 4.5911963768303385 26.687274735420942 45.037203270941973 4.5672711431980124 2.9322848170995703 3.7177115678787223 10.400515507906674 24.698821511119604 7.3017436042428008 4.3086060397326928 8.6237412653863448 5.6128541231155396 7.5021504648029822 16.462112814188004 4.3590644747018805 9.2048866823315638 118.01389053836465 29.880427122116089 5.7386482357978803 19.068614982068539 6.8431256264448157 6.2375097274780256 7.1828910708427429 7.6543591544032088 6.2257732301950464 12.426885202527044 4.979963243007659 6.0894945338368442 18.202596120536327 32.960990097373724 5.9743483439087859 6.8900025710463515 4.1140550896525374 5.4201294481754294 6.3980191946029707 3.2616870477795601 15.921661484986542 5.9965496584773064 13.840564005076885 80.458024241030216 3.8172100037336341 9.5506808981299383 15.629051972180607 10.528500914573668 4.2832281365990665 42.181605540215969 4.8671566173434249 5.3253924883902055 5.0671185776591301 5.8426468074321773 19.197976492345333 6.7738117650151244 20.867858648300171
leaf_count=46 59 472 44 151 61 53 49 266 98 60 183 664 62 17 66 141 182 48 64 54 56 58 114 31 68 846 195 53 146 36 46 46 49 36 94 34 51 115 268 36 54 28 31 44 37 135 41 140 611 33 73 119 78 31 340 66 50 39 42 140 36 130
internal_value=-0.00243605 0.0002497 -0.00538676 0.000182996 -0.00742651 -0.0159808 0.00859489 0.0012838 0.00661408 -0.0010336 -0.00869889 -0.0218115 -0.00529546 0.0160046 -0.00169521 -0.00271441 -0.00680241 -0.00285874 0.000133567 -0.000304075 0.015032 0.000132887 -0.00860096 0.00273122 0.00102514 -0.000420661 0.00635246 0.00210442 0.000494453 -0.00186306 -0.00121186 0.0122375 0.00699469 0.00356759 0.0072988 -0.00183376 -0.00228866 -0.0102584 -0.000954757 4.27021e-05 0.0151673 0.0079374 0 0.00569935 0.0177183 0.0106871 0.00246365 -0.0232811 -0.00477041 -0.0131453 -0.019092 -0.00400864 -0.0114714 -0.00296538 0 -0.00681561 -0.0059436 0.00741034 0.00556513 0.0124418 0.000519414 0.00517203
internal_weight=869.232 454.077 415.155 110.543 304.611 59.9296 60.9915 36.2199 28.9583 393.086 52.4533 50.6366 244.682 17.114 104.25 100.532 61.4697 51.0692 340.632 330.711 9.92146 326.12 29.4449 12.9828 296.675 232.605 64.0697 43.8607 43.7674 195.53 188.687 13.4204 37.0747 39.0628 30.4708 34.8604 175.267 24.2921 150.975 32.6616 20.2089 13.3189 18.0439 12.6238 9.00034 29.4204 13.4987 19.7917 240.114 19.0919 15.2747 221.022 26.1576 194.865 109.54 85.3252 52.5741 10.3925 56.9655 23.4812 33.4843 26.7105
internal_count=7516 3846 3670 998 2672 778 902 430 381 2944 405 717 1894 283 847 781 517 376 2539 2419 120 2359 199 85 2160 1691 469 319 328 1408 1372 92 283 264 205 229 1280 166 1114 219 150 96 111 80 90 234 99 186 1832 150 117 1682 197 1485 808 677 429 89 379 171 208 172
is_linear=0
shrinkage=0.03


Tree=86
num_leaves=63
num_cat=0
split_feature=32 28 31 31 1 0 32 50 31 31 45 25 42 0 34 0 14 1 25 4 14 25 45 2 53 27 32 32 4 27 14 32 14 14 47 50 4 4 50 27 0 14 14 32 50 29 42 42 14 1 14 50 50 1 28 42 1 45 32 5 53 47
split_gain=7.29774 4.96153 4.22754 4.07356 3.62224 3.44266 3.81378 3.23282 3.13761 5.23296 3.49228 4.43917 4.39463 8.63854 4.257 2.99384 2.91192 2.74542 7.64436 8.85379 4.61705 3.95445 5.57294 9.33868 5.69142 3.48305 4.38041 4.37637 2.77413 4.06606 3.27048 2.74607 3.55139 3.19333 2.7409 3.65975 2.52466 4.37329 2.90118 2.51473 2.49012 2.46923 2.46612 2.43247 2.35147 2.29242 2.22663 2.13136 2.03129 1.95468 1.94946 1.89797 1.89249 1.87995 2.56383 1.82592 1.99431 1.71075 8.63083 11.0454 3.70177 1.70426
threshold=0.15000000000000005 1.0000000180025095e-35 0.16000000000000003 0.2950000000000001 3.5194678211575181 20.500000000000004 1.0000000180025095e-35 3.4150731631156739 1.0000000180025095e-35 0.12000000000000002 1.5000000000000002 1.0000000180025095e-35 3.885512953955101 39.500000000000007 1.0000000180025095e-35 32.500000000000007 0.69416099773242645 3.7666825895759684 1.0000000180025095e-35 0.59687500000000016 0.60776772247360489 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.17500000000000002 0.16500000000000004 0.43132201334141912 1.0000000180025095e-35 0.71973859473859492 0.17500000000000002 0.68405928614640066 0.73141238253178564 2.5000000000000004 3.3458790118134671 0.33771929824561409 0.35214626391096987 2.8625437813686543 1.0000000180025095e-35 32.500000000000007 0.73192508710801396 0.59594926350245514 0.17500000000000002 2.7040907083446837 2.5000000000000004 3.5626147400848116 3.6467622390330523 0.67759856630824389 4.8228959261055762 0.68533452807646367 3.2806961417784364 3.2806961417784364 3.6942656022803053 1.0000000180025095e-35 4.6907213539591348 4.6812338456874985 1.5000000000000002 1.0000000180025095e-35 0.01941930618401207 1.0000000180025095e-35 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 17 -3 6 -4 36 10 -10 12 14 15 -14 49 41 34 18 19 39 43 28 40 -24 -25 31 27 -27 45 30 44 -22 -33 -34 35 -17 46 -38 -39 -2 52 50 -15 -20 -30 55 -6 -41 -16 -12 -1 -45 -23 54 -36 56 -19 -7 59 -59 -61 -42
right_child=1 4 5 -5 7 57 -8 -9 9 -11 11 -13 13 42 48 16 -18 21 20 -21 25 22 23 24 -26 26 -28 -29 29 -31 -32 32 33 -35 53 -37 37 38 -40 47 61 -43 -44 51 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 58 -60 60 -62 -63
leaf_value=0.0065160771099961644 0.019984589977417713 0.023396118233750422 0.032882067046837223 -0.03234511474945876 -0.0066173700538402795 0.00075532801005083212 -0.0033527891390132953 -0.019017403515500998 -0.03230108064837036 -0.0033377027636248714 0.0021706615157188547 0.029021563117878214 -0.027552560489533872 -0.0091241901875970394 -0.025585035823539153 0.03047150859975517 -0.014635274155477293 -0.011046296290473026 -0.010981780628128414 -0.020968290062099722 -0.022824910750584106 0.019091519564519668 -0.031558500883337844 0.036109926406558218 -0.0084606083728452214 -0.015339916868540412 -0.021059397271361368 0.01884613639432757 0.0042970999266953424 0.017942015708270059 0.011492762667708012 -0.016558000558344634 0.014606529762725634 -0.018169247121772415 -0.0043848941570599799 1.9185511635035049e-05 -0.031459723954145404 -0.0071845021345874 0.012990722448044953 0.013655749286446512 -0.0032398432741759038 -0.00020583101807780378 0.017650177261367812 -0.00035633585614511601 -0.021455759943422009 0.0045759675753663832 0.013644112656963379 -0.0092593272315364007 0 0.030689853506740385 0.037228160880121777 0.022209298153915327 -0.0052443471809837739 -0.013196127792699229 0.019757342620543746 -0.01846629978608378 0.0075925165874069995 -0.030928979346775607 -0.01045471546080168 0.031064410389941486 0.0028647397707835527 -0.019503139553298438
leaf_weight=4.6448105089366454 14.623611852526665 6.2394689992070189 6.5951737295836192 5.4299961328506461 5.7898267805576351 229.47039588540792 3.7400840073823929 7.0925326608121386 8.4173626489937323 17.893667120486498 5.4636650420725381 6.564509753137826 17.202599834650758 5.2516840323805791 4.949100635945797 5.1601228788495073 15.709605038166044 26.055970307439569 9.7696284800767916 10.140053153038023 44.823325818404555 6.83273011818528 2.7316343337297448 11.503094619140027 2.9614315629005441 4.9809569194912919 8.1550791114568693 8.9807589612901211 3.8928187340497997 8.255562938749792 5.8357403166592112 35.120911095291376 7.199078628793357 3.92176778241992 18.7722382247448 11.720976870507002 4.1546453051269081 15.444473199546339 10.594758961349724 6.9688289612531662 31.709329683333635 8.5644547902047616 6.5350425541400909 7.385760545730589 10.934087663888929 7.1895763650536528 20.722234738990664 7.0743184015154839 5.8843786865472794 4.0785449706017971 3.9147389233112335 5.2619092911481857 4.2186209708452225 13.995299033820627 4.7860507890582076 27.616130519658327 5.8858376890420905 3.4683779105544117 15.384738214313982 18.546739704906944 6.076541654765605 7.3774987719953051
leaf_count=33 98 46 178 51 34 1574 29 51 90 136 55 69 196 37 29 47 109 218 95 87 486 57 18 182 18 59 111 72 32 59 51 402 73 47 162 86 29 115 89 45 276 66 46 47 82 59 157 39 43 42 33 37 30 100 37 211 44 32 122 459 36 63
internal_value=-0.00237571 -0.00525991 0.000242132 -0.00674964 0.00194539 0.00249628 0.0193853 -0.000125293 -0.00348813 -0.0130037 -0.0016822 0.00793895 -0.00397303 -0.0140583 0.000639012 -0.00052974 -0.00334476 -0.00630103 -0.00893801 0.00266546 -0.012302 -0.00343528 0.00206204 0.0167469 0.0265846 -0.0147618 -0.00369258 0.00618191 -0.00736339 0.000198299 -0.00670748 -0.0173704 -0.0118785 0.00240136 0 0.00992675 0.00219075 -0.00359158 0.000832111 0.0113204 -0.00290184 0.0105605 0.00526687 0 -0.0143278 -0.0107199 0.00897828 0.00172296 -0.0118234 0.015356 0.0217766 0.0087644 0.00934045 -0.00455594 0.000392278 -0.0126759 -0.00739922 0.00182107 0.00727954 0.0172092 0.0244261 -0.00654586
internal_weight=865.665 412.874 452.791 342.836 70.0379 283.282 10.3353 63.7985 169.509 26.311 143.198 26.9402 116.258 28.9893 20.3757 87.2683 70.1443 337.406 174.406 38.8068 135.599 163 67.3343 17.1962 14.4645 113.182 22.1168 13.9617 95.6657 28.9182 20.6626 91.0651 46.2418 11.1208 54.4347 16.8811 56.7059 30.1939 26.0392 28.6668 50.1382 17.124 11.7867 22.4173 14.8269 66.7475 26.5121 14.0431 10.8335 9.54221 8.55955 12.6477 11.0514 37.5536 23.5583 59.5579 31.9418 272.947 43.4764 28.0917 24.6233 39.0868
internal_count=7516 3670 3846 3149 521 2430 207 475 1416 226 1190 238 952 279 169 673 541 3098 1698 269 1429 1400 644 218 200 1250 242 131 756 224 165 1008 522 120 432 133 424 233 204 182 426 132 83 179 114 532 191 84 72 97 66 84 87 299 199 473 262 2223 649 527 495 339
is_linear=0
shrinkage=0.03


Tree=87
num_leaves=63
num_cat=0
split_feature=58 31 26 54 26 0 15 45 43 1 3 43 1 1 13 31 31 0 45 26 26 11 9 34 3 26 3 12 43 50 40 3 43 50 1 27 47 3 17 26 26 3 1 43 9 43 12 40 43 50 4 27 12 11 0 0 4 26 26 31 31 11
split_gain=6.22969 6.96581 7.82788 6.64647 4.35672 3.71531 10.314 18.5776 2.75427 2.97184 3.56636 6.7197 2.24427 2.28801 2.45581 5.3111 8.91156 5.1246 9.19 4.43757 9.15335 3.47285 3.21521 3.12425 2.95971 2.88764 2.61212 2.22755 2.19767 3.63296 2.58246 2.66426 2.06548 2.00012 2.12235 1.91736 1.88487 1.82474 1.81192 1.75984 2.48505 2.37822 1.96666 1.73979 1.73437 1.68189 1.6428 1.58953 1.70781 1.56903 2.21378 1.51895 1.9215 2.10484 2.78247 3.71703 1.98082 1.84868 1.74954 1.68557 1.52397 1.46984
threshold=1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 14.500000000000002 51.500000000000007 1.0000000180025095e-35 0.97500000000000009 0.074999999999999997 3.4432538023143779 0.12060606060606062 0.25000000000000006 3.4792268092965979 5.1200721840520744 0.90000000000000013 1.0000000180025095e-35 0.16000000000000003 39.500000000000007 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 0.74664420241889318 0.22500000000000003 1.0000000180025095e-35 0.099019607843137278 11.500000000000002 0.075961538461538483 0.52500000000000013 -0.074999999999999969 2.4194005465518993 1.0000000180025095e-35 0.46250000000000008 -0.52499999999999991 2.7815080780430619 3.6355547771300549 1.0000000180025095e-35 2.5000000000000004 0.14976474159690528 1.0000000180025095e-35 10.500000000000002 6.5000000000000009 0.46250000000000008 3.6666825895759683 -0.27499999999999997 0.27500000000000008 -0.37499999999999994 0.57500000000000007 1.0000000180025095e-35 -0.27499999999999997 3.3536489182451987 0.37998564976997429 1.0000000180025095e-35 0.57500000000000007 0.75611338215075197 25.500000000000004 20.500000000000004 0.28062500000000007 12.500000000000002 11.500000000000002 0.2950000000000001 0.12000000000000002 0.75131583656530132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 28 4 5 8 -7 43 12 -10 11 -11 44 14 17 19 -17 18 22 20 -16 24 26 -18 -19 38 -14 -27 29 -2 31 -31 -21 -33 -35 45 -25 -26 -23 40 -3 -41 -42 -8 -1 -4 -30 48 -37 -13 -51 52 53 54 55 -12 -56 58 59 60 -53 -52
right_child=1 39 35 -5 -6 6 7 -9 9 10 51 49 13 -15 15 16 23 21 -20 32 -22 25 -24 36 37 27 -28 -29 46 30 -32 33 -34 34 -36 47 -38 -39 -40 41 42 -43 -44 -45 -46 -47 -48 -49 -50 50 61 57 -54 -55 56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.011868907241382095 -0.024698786068549142 0.01455299384827078 0 -0.03256134669375902 -0.03006738537298596 -0.044517853949726349 -0.0011496240973091815 0.038641640374808342 -0.01545528922474089 0.020857566490327162 0.0091905709668106024 -0.0022559905520106883 0.0076765085084753125 0.015734298794597687 -0.0065961578719176727 -0.012349822875528334 0.029663279042044483 -0.0095412444360118594 -0.019715097514403718 -0.018907308227342511 0.034651869525068893 0.0088936036295034736 0.015640153721917453 -0.014907481625619954 0.026627908602645852 -0.010812616637514585 -0.0078985738520106225 0.0095061742460490744 -0.0075117528661463717 -0.00045714775466407649 -0.014099340181510203 0.00029562948580832738 0.006439020205563621 0.042099668528079108 0.0080656254849448793 0.019398983807492345 0.0067767719483408711 0.0065227003715807664 -0.0013415457774098175 0.020961726251443585 -0.015319059053412222 0 0.0056181952037136617 -0.031134983057273032 -0.003090196825897886 -0.025323799798447351 -0.027505546344534018 -0.027518090978266751 -0.010678970215994423 -0.02562941292269803 0.010934154790058572 0.018467044081080068 0.018833341159227537 -0.00035199318630225481 0.0003444134936092519 -0.024453480061217121 0.021426198652943592 -0.0050135362015429731 0.032548787940450651 0.02519936525835198 -2.429605873330977e-05 -0.015851910188439306
leaf_weight=19.43975793197751 4.5383778735995284 5.3572560325264957 2.2223462574183932 5.7945947721600524 4.3564555421471587 6.2861496210098293 2.760877292603257 6.6416215747594824 7.1728943586349478 7.352299762889742 8.492974825203417 13.045454660430552 12.112724237143992 6.2817334253340951 7.0541539601981667 40.351190805435181 4.9441039189696303 5.0205776542425182 42.196041025221348 4.2278023138642311 13.535327987745402 17.135784223675728 8.223532207310198 3.7609746009111396 7.8308683931827572 43.697301477193832 41.277032591402531 4.9901646487414828 28.923973254859447 16.152561023831371 5.9038894213736048 4.504354923963545 7.8071427941322309 3.9375850521028042 3.80842624604702 2.4323218502104282 30.44554547034204 10.74224780872464 149.51462917029858 8.720561549067499 11.727039344608785 9.9685297235846502 5.4607447832822791 8.1207099147140962 9.866799511015417 36.185508659109473 4.5255209766328326 2.388101439923048 4.5915893092751485 10.032101623713972 3.2155067790299645 5.4659502189606561 7.5172848328948012 58.422792313620448 6.2586996592581299 4.2319152243435374 14.986420221626757 4.3061093874275675 4.4650587495416394 5.696706172078847 11.58402165584266 3.6016805972903967
leaf_count=147 40 38 30 64 61 41 26 92 51 73 113 108 75 72 53 319 160 33 402 33 244 133 54 26 61 329 240 39 287 135 50 38 71 36 31 30 332 81 1035 65 70 64 36 92 72 571 46 36 65 67 33 46 55 424 58 29 158 33 39 59 87 28
internal_value=-0.00231741 -0.00763409 -0.0112918 -0.00108199 -0.000801392 -0.000599296 -0.0121972 0 -0.000172324 0.00303643 0.00387569 -0.00420647 -0.00133579 -0.00185848 -0.00212143 0.00169476 -0.00242879 -0.00338763 -0.00895292 0.0118797 0.0203038 -0.000939107 -0.00144541 0.00765479 0.00989369 -0.00216193 -0.00423758 -0.00857696 -0.00493011 0 0.00331459 0.00721733 -0.00213811 0.0176631 0.0267457 -0.020724 0.00414543 0.0155125 -0.00024376 0.00287909 -0.00255146 0.00970538 -0.00833389 -0.0242266 0.00664239 -0.0237734 -0.0105425 -0.00742035 0 -0.0106677 -0.0167257 0.0062147 0.00429364 0.00300773 0.00892974 -0.00173946 0.0155565 0.0120497 0.0149856 0.011023 0.00570129 -0.00241097
internal_weight=861.612 161.349 120.115 700.264 694.469 690.113 23.8094 17.5232 666.303 175.848 168.675 37.247 490.455 461.149 454.867 112.126 79.5018 342.741 103.809 32.6244 20.5895 238.932 61.6133 39.1506 23.5937 215.338 53.3898 48.6875 72.2947 38.8452 34.3068 28.4029 12.0349 12.2504 7.74601 47.8199 34.2065 18.5731 166.65 41.2341 22.545 18.6891 17.1878 10.8816 29.3066 38.4079 33.4495 9.41201 7.02391 29.8947 16.8493 131.428 99.9101 92.3928 33.97 12.7249 21.2451 31.5178 27.2117 22.7467 17.05 6.81719
internal_count=7516 1668 1395 5848 5784 5723 251 210 5472 1461 1410 309 4011 3792 3720 1238 837 2482 771 401 297 1711 369 518 175 1536 315 368 663 330 290 240 104 105 67 732 358 142 1168 273 144 129 106 118 219 601 333 131 95 236 128 1101 837 782 358 142 216 264 231 192 133 61
is_linear=0
shrinkage=0.03


Tree=88
num_leaves=63
num_cat=0
split_feature=32 13 28 0 0 32 31 58 25 31 31 37 32 14 25 50 41 32 45 50 53 21 50 4 32 25 45 4 31 59 25 4 0 0 5 5 49 50 0 21 32 50 49 14 17 21 21 21 21 14 29 32 50 56 14 12 4 4 14 12 47 50
split_gain=6.70341 4.80292 4.67411 4.34398 5.31013 4.19786 10.4454 4.1904 12.7321 4.77847 3.83291 3.85676 3.41676 5.21413 3.24956 3.22419 2.99031 2.96348 2.93099 2.899 2.45044 2.42928 2.31539 2.7059 2.24776 3.61859 3.37695 3.30665 3.39973 2.83893 4.5888 2.64395 2.23088 2.55433 10.514 3.74566 2.45724 2.07887 2.04726 1.95777 1.9285 1.76911 1.73197 2.32164 1.65394 2.32247 3.45767 7.6497 2.97716 2.58368 2.40394 2.08807 1.78234 1.6377 1.61059 1.51281 2.36243 2.30312 1.458 1.53397 1.44657 1.42371
threshold=0.15000000000000005 0.90000000000000013 1.0000000180025095e-35 24.500000000000004 23.500000000000004 1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.2950000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.16500000000000004 0.60776772247360489 1.0000000180025095e-35 2.2053316966240444 1.0000000180025095e-35 0.16500000000000004 1.0000000180025095e-35 3.3973861251426389 1.0000000180025095e-35 0.32632779827909386 3.315707808323157 0.45049019607843144 0.17500000000000002 1.0000000180025095e-35 1.5000000000000002 0.23205128205128209 0.12000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.42476927252985891 27.500000000000004 38.500000000000007 0.03509852216748769 0.066240306379730982 0.12000000000000002 3.315707808323157 36.500000000000007 0.41741475425163077 0.32000000000000012 3.1307312134163801 0.15500000000000005 0.7103767942583733 1.0000000180025095e-35 0.36689170450205044 0.38265576611255103 0.3891064729205006 0.35979424832117046 0.64346246973365628 1.5000000000000002 1.0000000180025095e-35 1.7585441243211084 1.0000000180025095e-35 0.62414383561643849 0.32500000000000012 0.34330357142857149 0.39990933816863111 0.72137002341920387 0.4250000000000001 1.0000000180025095e-35 3.0678793895128593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 6 10 9 -9 17 11 60 -10 16 19 -16 -14 -2 -6 22 24 -17 23 55 29 27 38 61 53 39 -31 -28 41 34 -34 44 -36 -7 -27 -19 -40 -5 43 -30 51 48 49 -48 -46 54 -49 58 -52 -29 -47 -4 -57 -58 59 -35 -3 -26
right_child=2 5 14 32 18 37 -8 8 12 -11 -12 -13 13 -15 15 21 -18 20 -20 -21 -22 -23 -24 -25 25 26 31 28 42 30 -32 -33 33 35 36 -37 -38 -39 40 -41 -42 -43 -44 -45 45 46 47 50 -50 -51 52 -53 -54 -55 -56 56 57 -59 -60 -61 -62 -63
leaf_value=0.0051572866752187157 0.01550091415185393 0.0083535101720279767 -0.0084484485923897873 0.024662359175206938 0 -0.012613466679194623 0.031570758121990859 0.027688820873037905 -0.027616229639818489 -0.032147440133007597 -0.015670623155568275 -0.0037019331081752189 0.022346931934620947 -0.015005939336616049 -0.0086371177754784555 0.032094450264176212 -0.0090810138207999304 -0.0054692501294365883 -0.032450412781764547 -0.020436082687765134 -0.018439664345150791 0.0049517110565207587 0.014733244166526941 -0.016488983389706457 -0.00017279005387665756 0.013629437700323901 0.034946398470183222 -0.017582666497819352 0.010274229823937648 0.0060423303524413099 -0.02215765085795289 0.00031817072588936473 -0.029668800407921771 0.00039265653212867935 -0.0026505249895356405 -0.015781883943263259 0.015391224807031513 0.010118513559182279 0.0014272779696617081 0.011256389958867683 -0.017205592933500394 0 -0.01816829231281078 -0.009048802483198809 0.0016678922314854491 -0.014234528074817889 0.031743101776895023 -0.0068534211809081688 0.022203186949851669 -0.025200043617365168 -0.0075525378592675545 0.02722558213133864 0.013582945058904856 0 0.0096177916278218801 0.017649046637560502 -0.015069667759399294 0.011830847330234623 -0.007262728976025261 0.017385998814948778 0.034700632498921267 0.015410463230105805
leaf_weight=8.0413945093750954 6.7352971248328677 4.5965197421610391 8.0446982309222239 5.5482436716556531 3.7351727001368991 10.537239808589218 16.627548983320594 6.5761177055537692 15.882533293217419 5.2876483201980582 8.024427577853201 9.9604044035077095 5.5721157416701299 65.333495039492846 4.158662440255287 7.2294111959636194 4.6746356412768364 53.737928638234735 10.668873887509108 6.3283059969544402 10.456588361412285 6.078384917229414 8.649190276861189 9.0091547146439535 14.573348537087442 9.3695311713963729 5.3632650189101678 28.546899169683456 14.287000373005872 6.3947485163807896 20.836232375353575 3.6459802389144897 13.173455145210026 11.263854503631601 37.675807096064091 11.871717154979704 8.0514223463833314 5.0234002321958533 23.598580237478021 6.749753711745142 6.0048992857336989 4.8643881902098656 4.0214607492089263 8.692245561629532 161.21242134645581 5.1721994355320948 5.9121997393667689 46.881274648010731 6.4948073104023925 9.9332787245511991 4.8197159096598616 4.1971653103828421 10.632195249199865 4.9737934395670882 4.43913833796978 9.3185803294181841 6.0026012137532216 4.9825774431228638 6.6250203102827063 9.2177593074738962 4.5926071591675282 7.4690112173557273
leaf_count=50 63 39 57 38 27 91 502 46 251 51 74 84 44 788 34 72 38 448 103 41 118 46 65 59 90 83 82 211 116 40 200 40 123 94 246 85 61 47 155 56 41 29 28 68 1289 32 45 314 52 61 29 36 79 41 31 68 41 38 42 78 65 51
internal_value=-0.00225762 0.000256679 -0.00503895 -0.00093964 -0.0136954 0.00820247 0.01298 -0.00649893 -0.0117589 -0.00432399 0.00123764 0.00872172 -0.0147149 -0.0118589 0.0019597 0.0131257 0.00753559 -0.00364695 -0.0245576 -0.00168846 -0.00425007 0.020398 0.000837751 -0.00228096 -0.00352655 -0.000974332 0.00550566 -0.00481691 -0.00846976 -0.00724575 -0.0153208 0.0218954 -0.000138288 -0.000556407 -0.00626331 0.000552403 0.000448726 -0.00485899 0.00147131 -0.00347304 -0.00224107 0.0133946 -0.000305806 0.00269114 0.00125997 0.000434995 -0.00348491 -0.000196158 0.0025244 -0.0145463 -0.00341333 0.00775734 0.00659482 -0.014827 -0.00263496 0.00210807 0.00662498 -0.00233853 0.00434584 0.0084248 0.0226192 0.0049289
internal_weight=858.378 449.794 408.585 390.432 22.4454 59.3621 43.8015 338.783 98.0389 240.744 27.174 19.1495 91.4628 75.5802 69.8016 17.4665 10.2468 235.457 14.404 52.3351 228.721 13.3078 46.0068 37.3576 218.265 130.546 47.9823 82.5638 60.5214 87.7187 27.231 9.00925 367.986 357.573 58.9007 298.673 45.7272 15.5606 38.973 60.4877 29.6035 10.4126 27.0007 22.9792 286.801 255.497 87.79 68.2454 167.707 19.5446 62.3332 31.3038 15.4519 33.5207 9.61134 28.3485 20.3038 10.9852 27.1066 20.4816 9.18913 22.0424
internal_count=7516 3846 3670 2944 180 902 764 3149 1167 1982 262 188 1121 870 521 152 82 1931 130 369 1868 118 328 263 1750 1006 401 605 464 744 240 122 2764 2697 430 2267 307 138 279 504 196 67 212 184 2182 1932 591 467 1341 124 422 250 108 252 63 204 147 79 214 172 104 141
is_linear=0
shrinkage=0.03


Tree=89
num_leaves=63
num_cat=0
split_feature=54 58 31 26 26 28 0 49 42 43 43 28 5 42 42 24 43 27 5 11 31 12 43 26 42 41 56 31 26 11 13 25 31 42 0 5 26 26 24 26 11 31 0 11 13 42 27 41 43 47 42 46 26 41 11 11 43 12 11 42 47 47
split_gain=5.90551 6.17724 6.35921 7.57699 4.18873 3.94923 3.54237 15.8513 16.7818 2.58368 2.30838 2.06845 2.23874 3.03013 2.85775 2.08392 1.94759 1.91824 1.90909 1.81023 1.68187 2.35411 1.65316 1.62167 3.14791 3.04502 2.90165 2.76291 5.13215 3.62137 2.44205 11.448 7.22224 3.08025 3.17445 2.03446 1.61712 2.32087 2.26978 2.35814 1.82342 1.5877 1.58037 2.50784 1.68634 2.14709 2.28526 1.56324 1.61924 1.55762 1.89502 1.62357 1.55487 1.5479 1.52878 3.77483 1.89835 1.45489 1.97318 1.76121 1.42131 1.3996
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 14.500000000000002 1.0000000180025095e-35 51.500000000000007 0.19000000000000003 5.0009086044551614 0.074999999999999997 0.17500000000000002 1.0000000180025095e-35 0.19052419354838712 3.518462811225509 3.5626147400848116 1.0000000180025095e-35 -0.074999999999999969 1.0000000180025095e-35 0.046693482230278659 0.66984370007492833 0.31000000000000011 0.57500000000000007 -0.37499999999999994 10.500000000000002 4.9219179224810015 1.0000000180025095e-35 1.0000000180025095e-35 0.16000000000000003 12.500000000000002 0.90653824572156128 0.90000000000000013 1.0000000180025095e-35 0.16000000000000003 3.5782217993645888 39.500000000000007 0.31142241379310348 10.500000000000002 6.5000000000000009 1.0000000180025095e-35 12.500000000000002 0.91667064739399207 1.0000000180025095e-35 49.500000000000007 0.76491201459805602 0.90000000000000013 3.8574466511864682 1.0000000180025095e-35 1.0000000180025095e-35 -0.27499999999999997 15.000000000000002 3.2364007212416719 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 0.68549313361399677 0.71002865726370568 -0.27499999999999997 0.57500000000000007 0.91640860664678481 3.7294612642173752 2.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 16 9 -8 -9 11 18 23 13 -13 -15 19 53 22 -11 -16 21 42 -5 24 26 -26 30 28 29 60 33 32 -32 35 -35 -1 37 -4 -38 -40 -39 -28 44 -44 45 46 -12 48 -19 50 -29 -52 -53 -3 56 -56 -17 58 -18 -60 -25 -62
right_child=-2 2 36 17 -6 -7 7 8 -10 10 20 12 -14 14 15 54 57 47 -20 -21 -22 -23 -24 27 25 -27 41 49 -30 -31 31 -33 -34 34 -36 -37 38 40 39 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51 51 52 -54 -55 55 -57 -58 -59 59 -61 61 -63
leaf_value=0.0048710374562406763 -0.032358107897643783 0.00090034177992260505 0.014068893740216769 0 -0.029892588202067621 0.017958787425874766 -0.039735724544777029 -0.029217982956060349 0.038221587934533736 0.005773700177822901 -0.0028024386458948649 0.021508402197147523 -0.0080416138672927059 -0.017378297669172017 -0.0065814905174628874 -0.001664774832120458 -0.014676212187814931 0.019163484629939376 0.035015578189919017 0.013445548771183587 0.013676991571597878 0.016029183825294849 -0.025004262284673645 0.0022147569330071685 0.023371557249589222 -0.0034689815697514156 0.026915330200617957 0.014327084966773521 -0.03172561087228578 0.010716468631179003 -0.013070846694232604 0.033910779782838213 0.029485281144046024 -0.01668526610257523 -0.0039647649145194593 -0.0092214274823379377 0.027555324392368196 -0.014797582737841351 0.01129125455633361 -0.014416262687597606 0.005337782565417044 0 0.027145947083896976 0.00042808796939915053 0.0054179789699561175 -0.0099146578119435214 0.0098034082394830111 -0.027264002090211369 -0.010181222297694116 -0.016548337912002855 -0.013790123768574605 0.0072866976202403044 -0.0025849135656895359 -0.016173540524856676 -0.023708905266983351 0.0013760006827024532 0.023745909129828064 -0.029282467378465349 0.019275391000435949 -0.008023523048300724 -0.012543185639736932 0
leaf_weight=41.446326941251755 5.6302053332328788 29.029141571372747 5.3351702094078091 2.2064974382519713 4.2165076807141295 6.0441472753882399 10.223549880087377 5.5096386298537237 7.6170403324067593 6.2509645968675596 58.118298292160034 8.0976212844252569 15.530746906995772 5.8430200181901446 4.2863035071641233 4.6309734471142292 18.727493409067399 2.442310769110918 3.3964956793934107 24.896174700930715 10.470075717195867 8.9565090499818307 34.982618324458599 8.5468788407742959 9.1047700177878124 5.7699506133794776 4.5879867840558273 7.5643921047449103 7.6651781052350989 9.7224725857377035 20.377220779657367 8.7939588688313943 4.0980120077729216 24.175484713166952 72.49053019285202 11.473930865526198 4.47645227611065 11.737272918224336 9.7758279368281347 4.4256329312920579 5.4571368917822829 3.5969810541719198 4.7144095860421649 10.235730946063994 30.149843357503414 26.532245207577944 16.4348483979702 2.3024917468428612 4.4977352619171125 5.1137570310384026 8.0641724430024606 20.029142437502742 48.933449439704418 5.412156105041503 6.087891796603798 36.001096209511161 4.8834388833492977 4.0954112596809855 3.2780204676091653 5.0200635008513927 45.586874611675739 9.8423824943602067
leaf_count=270 64 254 38 30 61 40 83 68 100 66 383 63 87 37 49 40 186 30 28 226 99 64 571 72 117 55 44 50 99 69 170 162 120 206 473 64 32 70 68 29 36 32 51 98 354 203 115 36 65 39 56 178 413 49 53 285 58 44 39 51 349 75
internal_value=-0.0021984 -0.00198384 -0.00731016 -0.0108579 -0.000744235 -0.00460575 -0.000547628 -0.0119842 0.00945138 -0.000131988 0.00297959 -0.00126429 0.00231997 0.00409536 0.00235279 0.00389336 -0.00682548 -0.0203101 0.01718 0.010275 0.00209646 0.0012597 -0.0234206 -0.00232917 -0.000501708 0.0126541 -0.00156958 -0.00449069 -0.00849465 -0.00591795 -0.00238694 0.00486294 -0.00552107 -0.00404377 -0.00723589 0.00167941 0.00271072 -0.00248894 0.00926037 0.00277439 -0.00807422 0.0155965 0.000293146 0.00949653 -0.000722496 -0.00262028 0 -0.0069283 0 -0.000781479 0.000137692 -0.00121158 0.000208175 -0.00168736 0.000142888 -0.00220545 0.0109804 -0.0122732 -0.00927903 0.00225426 -0.0085649 -0.0103369
internal_weight=854.943 849.313 159.246 118.038 690.067 71.6064 685.851 23.3502 13.1267 662.501 175.259 487.241 110.257 94.7265 86.6289 80.7859 65.5623 46.4317 9.64746 29.1825 165.612 155.142 37.1891 376.984 205.915 14.8747 191.04 171.069 81.3638 73.6986 182.855 33.2692 24.4752 149.586 96.666 52.9203 41.2075 22.5296 18.6779 14.2015 17.1944 8.18497 146.185 14.9501 131.235 101.085 74.5531 9.24254 6.94005 89.7049 84.5912 77.0268 68.9626 34.4413 51.6034 42.089 9.51441 31.121 27.0256 8.29808 63.9761 55.4293
internal_count=7516 7452 1668 1395 5784 663 5723 251 168 5472 1461 4011 898 811 748 711 623 732 94 275 1367 1268 601 3113 1713 172 1541 1400 664 565 1465 452 290 1013 679 334 273 144 129 97 106 76 1204 149 1055 701 498 131 95 736 697 647 591 303 436 338 98 320 276 90 496 424
is_linear=0
shrinkage=0.03


Tree=90
num_leaves=63
num_cat=0
split_feature=26 31 26 58 31 13 43 50 26 26 0 41 42 34 43 50 34 43 43 42 46 50 21 26 13 0 0 5 14 9 11 50 13 34 5 26 4 11 26 26 14 14 26 43 42 0 49 9 41 4 4 43 26 11 12 50 9 42 11 50 49 13
split_gain=5.64784 5.59008 9.47012 6.19381 6.20549 5.46024 5.22795 5.07393 4.87331 6.93425 4.64196 4.5683 4.45175 3.78174 3.74017 4.21938 4.06022 5.85101 3.583 3.5395 5.64661 3.46959 6.08165 3.29953 3.04601 3.02391 4.11561 4.22845 2.98488 2.66348 2.32374 3.44399 2.26711 6.86899 2.36315 2.58967 2.16668 2.11767 1.98655 1.97881 1.97653 1.89465 2.66462 2.94216 1.78505 4.23978 3.27747 1.64343 1.54694 2.71722 2.17428 1.53593 1.83522 1.71044 1.69249 1.68918 1.63873 1.62529 2.61567 1.79759 1.53243 1.7391
threshold=14.500000000000002 0.16000000000000003 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 -0.22499999999999998 2.533010400260828 7.5000000000000009 8.5000000000000018 24.500000000000004 1.0000000180025095e-35 3.8753381686865334 1.0000000180025095e-35 -0.52499999999999991 2.8625437813686543 1.0000000180025095e-35 -0.27499999999999997 -0.27499999999999997 5.0186495125046582 1.5000000000000002 3.3723414149732767 0.30257611665546713 9.5000000000000018 1.0000000180025095e-35 27.500000000000004 39.500000000000007 0.03509852216748769 0.56316489361702138 1.0000000180025095e-35 0.87024954435563784 2.7040907083446837 0.90000000000000013 1.0000000180025095e-35 0.062418346836329859 10.500000000000002 0.32697368421052636 0.76491201459805602 12.500000000000002 9.5000000000000018 0.7025418275418277 0.67664992826398873 6.5000000000000009 1.0000000180025095e-35 5.0984291050021247 51.500000000000007 0.2950000000000001 0.17500000000000002 1.0000000180025095e-35 0.77500000000000013 0.37377450980392163 0.52500000000000013 6.5000000000000009 0.91597433949860452 0.17500000000000002 3.0678793895128593 0.17500000000000002 3.5782217993645888 0.84242556901957388 2.7815080780430619 0.32500000000000007 0.70000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 7 -5 36 -10 12 18 -1 -11 -7 -16 17 -17 -9 20 25 24 -23 29 30 -12 27 -27 -21 -8 -15 -32 44 -34 35 -35 -6 -28 -36 -20 -18 42 -31 47 45 51 -46 -44 49 -26 -50 52 53 57 55 -54 -53 58 -3 -59 61 -56
right_child=-2 32 -4 6 8 14 23 11 9 13 19 -13 -14 21 15 16 40 -19 39 28 -22 22 -24 -25 48 26 37 -29 -30 41 31 -33 33 34 38 -37 -38 -39 -40 -41 -42 -43 43 -45 46 -47 -48 -49 50 -51 -52 56 54 -55 60 -57 -58 59 -60 -61 -62 -63
leaf_value=0.0027102847897404574 -0.030791045265948714 -0.017692116768292191 -0.031803050448708528 -0.020792434181444334 0.0012280120841514064 -0.01185570280609074 -0.027097752194136633 0.016966562101082949 -0.032739140548045643 -0.033884136679844946 0.02028524720932082 -0.018553494488210573 -0.033212800443249001 0.017611426726917241 0.03085316489956616 -0.016631892057200618 0.0057686132558813098 0.027136981951050274 0.00444961387583887 0.038040713631911721 -0.02846749593573332 -0.032774995806895205 0.0066622997484428988 -0.025284736192404764 0.0010824555999377889 -0.025869267626358251 0.011737483793361602 -0.0028671580266683987 0.0056968416634261857 0.01053589450815789 -0.014422252672784455 0.013549189986635025 0.030565892593380099 0.012075083067156921 0.0032565429929580026 -0.0070796333621848517 0.030880454770328549 0.00056125280975608449 0.030171696101751147 -0.01095096713091002 -0.019444310753483848 -0.025964086328682204 -0.032953712994521343 0.0080617260439817522 -0.001327926682569974 -0.026484587363598246 0.036138136380813146 -0.0069741586600176779 -0.022815178270025684 -0.025314057810244029 -0.003924878164040942 0.025973726769867589 0.020082197107430786 0.005540250658037647 0.0010199366273350426 0 0.00080342686387006043 -0.033176336477345504 0.010672173434553466 -0.0065406761372950031 -0.0099007766114672085 -0.012015881931927319
leaf_weight=4.7974632158875448 5.9765564016997805 5.5314014926552826 10.614620123058556 12.131521914154289 6.6176343262195569 5.0632038526237002 6.4250713028013697 13.987977147102351 9.8265853449702245 4.1698490604758254 6.4170187413692465 9.1780532263219339 7.2137775346636772 9.5138424783945101 10.457887219265102 3.2019393108785126 5.2486131526529789 12.226120572537186 20.138101615011699 3.6149782910943022 6.1217974238097659 9.353118494153021 5.1277886703610411 21.6486682202667 28.997428074479103 9.7781234532594663 17.870976872742176 28.790400359779596 10.040566131472586 8.9047060050070339 8.114219203591345 7.3148183971643439 8.8158339802175743 8.1232052799314243 7.6898372676223499 25.384735964238644 3.5445128008723259 107.60325103625655 3.9700526781380177 11.566426593810318 5.1113481745123863 3.3525270968675605 4.3874717727303487 4.9943214096128932 4.6370544396340838 5.3237676508724681 3.2374189980328083 5.9269446656107903 10.049732137471439 3.746810369193553 14.083459928631781 3.9705699756741506 7.4392956309020501 6.1252302899956694 205.25263517349958 7.4181790947914124 6.4988079145550728 5.0040888451039773 5.592283733189106 5.5111359171569347 13.581611670553682 9.4104142189025861
leaf_count=31 87 30 150 136 44 50 64 135 103 31 42 105 81 65 162 27 56 179 162 41 59 73 37 371 236 95 131 183 105 77 49 52 304 121 89 226 38 718 37 148 30 34 46 56 48 72 57 65 83 29 118 30 58 41 1420 54 52 28 39 36 97 93
internal_value=-0.00214089 -0.00192411 -0.00396769 -0.00333543 -0.0013496 0.00138505 -0.00916901 -0.00339326 -0.00692165 -0.00878905 -0.000620387 0.000406179 -0.0185639 -0.00632662 0.0113038 0.0147509 0.00780291 0.0175727 0.00440952 0.000499332 -0.000613028 -0.00500345 -0.0185008 -0.0159797 -0.00250219 0.000384354 -0.000381351 -0.00895693 0.0151177 -0.00976471 0.00608461 -0.000773564 0.000975117 0.00661567 0.00169468 -0.00221393 0.0125461 0.00221694 0.013281 -0.00101418 -0.0062353 -0.00534255 -0.00205227 -0.00980282 -4.21422e-05 -0.000453948 0.0138459 -0.0190124 -0.00638107 -0.00189122 -0.0121608 3.5787e-05 -0.000382312 -0.00767227 0.000431218 0.0101806 0.0112197 -0.0117035 -0.00296585 -0.0201589 -0.000185505 0.000409894
internal_weight=851.768 845.791 497.274 486.659 364.017 243.557 122.642 67.0021 120.46 110.298 202.248 54.8706 12.0112 100.471 41.3091 36.2459 25.788 15.4281 45.6925 190.237 176.582 96.3012 14.4809 55.6397 81.8203 170.46 164.043 38.5685 13.6555 33.991 24.9429 15.429 348.518 53.9837 45.1678 33.5079 10.1621 125.474 11.6599 31.7045 10.36 27.566 24.2134 15.3087 294.534 286.659 7.87447 10.3144 56.8774 32.7442 24.1332 281.336 270.866 27.7641 243.102 14.8575 10.4694 21.6389 11.1237 10.5152 228.245 214.663
internal_count=7516 7429 4497 4347 2948 1990 1399 686 958 876 1486 550 112 773 504 454 292 206 445 1374 1228 742 110 713 632 1169 1127 278 146 342 166 101 2932 777 473 347 82 849 126 310 86 278 244 167 2155 2050 105 111 466 265 201 1978 1896 174 1722 112 82 133 69 64 1610 1513
is_linear=0
shrinkage=0.03


Tree=91
num_leaves=63
num_cat=0
split_feature=32 26 13 58 31 13 34 53 0 0 47 32 31 50 45 32 43 14 31 31 0 11 5 3 3 14 3 35 32 50 26 12 12 50 14 40 12 3 26 17 49 12 3 14 1 11 3 58 50 50 35 11 1 26 3 13 34 1 50 32 31 26
split_gain=5.92339 4.52282 6.19881 4.9833 4.42022 4.33655 4.30139 3.98948 3.94167 4.97119 3.64723 3.50945 3.61965 3.22074 2.84925 2.47116 4.62922 2.40983 2.29566 4.33816 2.03596 3.19634 3.03716 2.09461 3.53675 2.18087 2.1592 2.01959 5.1176 2.64988 2.7354 2.19448 2.98284 2.07849 2.03425 4.21785 2.81586 1.94328 2.34624 3.14049 2.34952 3.59608 4.23625 2.58849 2.46646 2.26861 2.62393 2.08566 3.69272 1.88684 1.86962 3.48334 3.26187 2.45652 4.40643 2.05693 2.74172 3.07038 3.69547 2.19973 7.45608 1.83795
threshold=0.15000000000000005 8.5000000000000018 0.90000000000000013 1.0000000180025095e-35 0.2950000000000001 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 23.500000000000004 3.5000000000000004 1.0000000180025095e-35 0.16000000000000003 2.533010400260828 1.0000000180025095e-35 0.53500000000000014 -0.22499999999999998 0.73795005807200942 0.16000000000000003 1.0000000180025095e-35 27.500000000000004 0.67309402880291691 0.062418346836329859 0.097406704617330822 0.074537037037037054 0.73827838827838843 0.031754032258064523 1.0000000180025095e-35 0.16500000000000004 3.315707808323157 7.5000000000000009 0.32500000000000012 0.4250000000000001 2.8153069638604364 0.59658438576349038 1.0000000180025095e-35 0.37500000000000006 0.61250000000000016 10.500000000000002 1.0000000180025095e-35 0.12000000000000002 0.52500000000000013 0.19292803970223329 0.62719568567026207 3.6355547771300549 0.91871759124415953 0.46250000000000008 1.0000000180025095e-35 2.8153069638604364 2.9242685963818378 1.0000000180025095e-35 0.73123937035896569 4.2210518081758552 12.500000000000002 0.1478384990254171 1.0000000180025095e-35 1.0000000180025095e-35 3.6278900514789654 3.1963557881865921 0.18500000000000003 1.0000000180025095e-35 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 27 4 7 8 18 50 9 -1 -8 12 -12 -5 -11 16 17 61 19 -7 -10 22 -22 24 26 37 -23 34 -29 31 -31 -30 -33 -34 49 36 -36 38 39 45 41 44 -43 -42 -40 46 -25 -41 -49 -2 53 52 -52 55 -55 56 57 -3 -59 60 -57 -15
right_child=1 3 -4 13 -6 6 10 -9 20 14 11 -13 -14 15 -16 -17 -18 -19 -20 -21 21 23 -24 25 -26 -27 -28 28 29 30 -32 32 33 -35 35 -37 -38 -39 40 47 43 42 -44 -45 -46 -47 -48 48 -50 -51 51 -53 -54 54 -56 59 -58 58 -60 -61 -62 -63
leaf_value=0.0049807210850715336 -0.022261172004461881 -0.018850348602583441 0.030662071521135575 -0.029996005563875175 -0.031915247818840281 0.021324694701094171 -0.017658960641535562 -0.022183381112896156 0.01283695128878326 0 0.0015936649465469871 -0.0060161720066190709 0.030845742503262712 -0.013237548358006012 -0.031981316960092425 0.004753298790226004 -0.028558668687241603 -0.027280245112803352 0.030472387979418147 -0.012781217678990396 -0.033575019169084008 -0.011901003667013296 0.0004504323368163693 0.012165361414530241 -0.015986327679499184 -0.012080116254412934 0.011686437216419066 -0.024429629197751188 0.0045550351079811854 0.029760145304022753 0.0013145745822268457 -0.026460174368143567 0.0027470355979293129 -0.021223386251742121 -0.012029259450548968 0.023004252738515536 0.010137395871596646 -0.015397481784885859 0.0087335311190093693 0.00035507484921503828 0 3.2051367241673881e-05 0.043778918241966808 0.027216296838224588 -0.0050672319453659125 0.028087708504946796 -0.015512682580026062 0.0017037231683465716 -0.016900027529481179 0.0036457691509345141 -0.0018421653455062085 -0.0056798063731040693 0.022781884736187009 0.0045871047799835793 -0.018715674319427406 0.030451563520397969 0.0043748480695594066 -0.01350392521789423 0.019446498499000573 -0.018979787644344243 -0.0071791715893222714 0.0046405818636414938
leaf_weight=8.039946436882019 4.2830677404999715 11.479279659688475 5.6115426681935778 10.463632840663193 5.128947213292121 9.7177203297615069 7.0589321032166472 10.37071033939719 10.42100954800844 3.7129332423210135 8.8665064014494437 11.547871097922327 7.1854639779776326 7.9522609822452095 10.219270832836628 6.9239660874009124 12.995044279843571 3.9160168282687655 8.5817481409758312 4.6806492358446112 4.8511695042252523 4.9738627076148978 3.7884501554071903 11.554918028414251 18.324570432305336 11.248553242534397 9.9000994823873025 9.6800116039812547 12.17192183062434 4.0901431515812883 12.279924675822258 7.3691822849214104 12.217700855806472 4.095324244350194 9.5059896409511584 10.520423617213966 10.793695125728844 5.9327592253684989 18.825458221137524 167.58123738318682 5.5029080882668486 4.4918970093131048 3.8309371992945671 8.7496786527335626 29.789491895586252 5.2448329739272586 3.8496225774288169 18.580965131521225 18.517023101449013 4.9853886626660824 7.9029174335300949 20.341639187186956 10.708468068391083 9.8268689140677434 24.042768154293299 4.9198839366435996 53.938293039798737 5.8926400914788228 5.8474038243293762 10.659097008407114 58.080593712627888 13.462956011295317
leaf_count=50 36 83 151 172 51 126 49 132 67 27 85 98 198 80 103 106 217 46 304 42 42 29 32 98 132 71 70 141 98 35 94 52 107 30 55 78 84 37 135 1232 68 29 33 72 223 46 25 144 179 37 62 151 87 76 228 48 361 41 43 85 446 157
internal_value=-0.00208868 -0.00472673 0.000485569 -0.00664829 -0.00472118 0.000281697 0.00795501 -0.00407279 -0.000846457 -0.0131308 0.00107281 0.00617205 0.0152756 -0.0147662 -0.0239297 -0.0109959 -0.0140068 -0.00614141 0.0179772 0.00980327 -8.5749e-05 -0.00048839 -0.0183036 -1.71208e-05 -0.00717636 0.000725508 0.0033475 -0.00117276 -0.00460936 -0.000741942 0.00905736 -0.00540789 -0.010775 -0.00309147 0.00398161 0.00777905 0 0.00122926 0.0015923 6.37146e-05 0.00633274 0.00344459 0.0214272 0.0172482 0.000167894 0.0111809 0.00475389 -0.0010384 -0.00746208 -0.0079098 -0.00318708 0.00267964 0.0120984 -0.00445847 -0.0117913 -0.00275854 0.000594829 -0.0078923 0.00245613 -0.00634449 -0.00405848 -0.0017817
internal_weight=848.028 402.458 107.604 294.853 239.14 445.57 57.6389 234.011 387.932 21.9722 34.6588 27.5998 16.052 55.7139 13.9322 45.2502 38.3263 25.3312 22.9801 14.3984 365.959 355.538 8.63962 346.899 33.1985 313.7 14.874 101.993 61.9042 52.2242 16.3701 35.8541 23.6822 16.313 40.0886 30.8201 20.2997 302.452 296.519 225.329 71.1904 56.9378 8.32283 14.2526 48.615 20.6494 15.4045 204.679 37.098 9.26846 223.64 38.953 18.6114 184.687 33.8696 150.817 77.1576 23.2193 11.74 73.6596 63.0005 21.4152
internal_count=7516 3670 998 2672 1894 3846 902 1843 2944 180 430 381 283 778 130 606 500 283 472 168 2764 2697 74 2623 231 2392 99 847 557 416 129 287 189 137 290 217 139 2321 2284 1724 560 420 62 140 358 169 123 1555 323 73 1711 300 149 1411 304 1107 528 167 84 579 494 237
is_linear=0
shrinkage=0.03


Tree=92
num_leaves=63
num_cat=0
split_feature=32 26 31 58 32 25 26 13 34 0 0 53 42 45 43 0 26 13 0 42 31 32 31 31 31 31 42 0 14 35 11 42 11 26 28 0 11 5 27 42 42 5 42 14 50 50 42 11 26 31 11 49 50 11 43 50 12 26 11 31 42 42
split_gain=5.62324 4.4776 4.38801 4.37262 6.21551 4.65379 10.7712 4.13161 4.13818 3.75205 4.78139 3.25877 4.02352 2.7768 2.53628 2.38972 2.40496 4.64438 3.22037 3.00393 2.38118 3.91408 2.30984 3.32871 2.27625 4.1426 2.13182 5.6849 3.52012 2.0841 2.72795 3.26325 2.4561 1.89112 2.08103 1.86766 3.1056 2.96564 1.68387 2.34943 2.36771 2.26883 3.4021 1.97351 2.35384 1.67088 1.63368 1.56124 1.92628 3.22969 2.08458 1.869 1.54376 3.72174 3.39212 2.5395 2.50917 3.30738 2.03376 2.25475 1.99142 1.72792
threshold=0.15000000000000005 14.500000000000002 0.2950000000000001 1.0000000180025095e-35 0.16500000000000004 1.0000000180025095e-35 9.5000000000000018 0.90000000000000013 1.0000000180025095e-35 24.500000000000004 23.500000000000004 1.0000000180025095e-35 4.352747819918128 1.0000000180025095e-35 -0.27499999999999997 1172.0000000000002 8.5000000000000018 0.90000000000000013 49.500000000000007 4.6335050209865809 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 0.16000000000000003 1.0000000180025095e-35 5.1200721840520744 51.500000000000007 0.55694444444444458 1.0000000180025095e-35 0.73123937035896569 4.1418756957665641 0.6207242242090244 6.5000000000000009 1.0000000180025095e-35 27.500000000000004 0.67309402880291691 0.062418346836329859 1.0000000180025095e-35 3.584472279689018 3.5065212271721315 0.025657894736842109 4.6403115322251036 0.66899038461538474 2.9242685963818378 3.1307312134163801 3.7574466511864686 0.68816001945609639 12.500000000000002 0.16000000000000003 0.90653824572156128 0.15500000000000005 2.4194005465518993 0.91640860664678481 0.17500000000000002 2.7815080780430619 0.4250000000000001 8.5000000000000018 0.92591708652102567 0.23000000000000004 3.7222509892493991 3.5223737282238914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 11 -5 -6 33 9 24 10 -1 15 -13 -12 22 16 17 18 19 -2 -16 -22 -10 -24 25 -9 27 35 -28 32 31 -31 -18 -7 -35 45 37 -37 52 40 43 42 46 44 -40 -11 -41 51 50 -50 -49 -34 53 -38 -55 56 61 -58 59 -57 -60 -54
right_child=1 -3 -4 4 5 6 -8 8 14 26 13 12 -14 -15 20 -17 29 -19 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30 30 -32 -33 47 34 -36 36 38 -39 39 41 -42 -43 -44 -45 -46 -47 -48 48 49 -51 -52 -53 55 54 -56 58 57 -59 60 -61 -62 -63
leaf_value=0.0048330152944394333 0.0021856866569903476 -0.030603815424565056 -0.031730445737104332 -0.027140235428184809 0.013519603524011874 0.015473501133987624 -0.02145668411960952 0.020964753552008369 0.03416232834389759 0.023406756553831565 0 0.0099065920169632976 -0.026828878523171246 -0.03166941489353832 -0.01532246141146496 -0.020721268435291543 -0.017237811762948901 0.030527438660807978 0.025056847443621324 -0.020559496459854859 0.029191456844719021 -0.0066356794112527309 -0.027547813796616905 0.014343578207408161 0.030379839168317053 -0.01246999241538376 0.034785988092325693 -0.026830187479955237 -0.00082475320238538461 0.0014354035296347287 -0.0037579097781413598 0.027730629955919451 0 -0.0041297672693783229 0.018064903069633195 -0.033330820224726214 -0.010093877537026978 0.0004375276060817326 0.030583795153087141 0.003189773741506338 0.026763833852152696 -0.014598453838994547 0.020425486496865812 -0.0080013301646880333 0.0014025339557986315 0 -0.011346460685388906 -0.0043602360532190064 -0.030891394075838987 -0.0049082034496131651 0.0048835768099210492 0.022071400744884142 0.013877070784017216 -0.0033663668733240806 0.029580004611540898 -0.0025201320363309461 -0.0010780381723656694 0.028875008215942116 -0.019645857230886063 0.0052409494780262748 -0.0027472146535344241 -0.0057240948027937246
leaf_weight=8.0431545078754425 39.85558644682169 5.7561377398669711 5.0070625953376284 14.839631296694277 9.3684935271739942 6.8685947135090819 32.682699631899595 9.5933579653501528 3.06236358731985 5.5525177940726262 3.7129332423210135 3.3276332765817633 9.3453539423644525 10.015382532030344 10.225079290568829 5.3610582984983912 11.09497059881687 5.4702204130589953 4.6143387947231522 5.7884116172790518 3.6871313396841279 8.7421126291155815 2.0341730453073961 6.6263537127524614 8.3537082821130735 4.6588711068034163 3.9364345930516702 7.0170644409954539 5.4987317249178886 11.097730398178102 18.284568604081869 7.2810740843415251 18.008445538580421 32.31404159963131 4.0605179518461219 4.743209529668091 39.141019158065319 3.7890671901404858 4.0548795834183746 22.601969912648201 6.8197397589683524 7.4710271358489981 8.0384122729301435 5.8685430511832228 7.1837540194392204 4.8735563606023788 9.6858256384730321 93.1899523884058 5.7839354947209385 18.695908661931753 27.999736666679382 4.2342866584658614 5.7808591015636983 6.6692897118628007 4.3140472546219826 94.095920570194721 4.7391788139939299 8.4927151128649694 9.4442235976457614 52.107332579791546 21.347418591380119 12.174969803541897
leaf_count=50 254 87 51 251 61 46 526 126 38 38 27 38 107 103 76 59 93 151 80 33 106 68 24 118 304 42 64 81 56 81 131 65 134 277 27 42 279 32 32 149 54 48 91 36 51 29 65 681 79 130 196 32 43 43 34 706 32 69 60 382 148 100
internal_value=-0.0020354 -0.00461393 -0.00420428 -0.00381899 -0.00923221 -0.00599016 -0.00850549 0.000276022 0.00781348 -0.000821181 -0.0128637 -0.0019204 -0.0167129 -0.0235831 0.00104733 -0.00120981 -0.000787324 0.00472316 0.00168579 -0.000645008 -0.00462074 0.00381132 0.0123978 0.00342731 0.0177404 0.00959888 -8.06871e-05 -0.000473581 0.0138233 -0.00224207 0.00418324 0.012362 -0.00359475 0.00119849 -0.00140288 5.42477e-05 -0.00031699 -0.0179811 0.000132124 0.00420801 0.0118459 0.000226105 0.00317912 0.00531166 0.0128063 0.0124531 -0.00102919 -0.00263814 -0.00379163 -0.011491 -0.00217059 0.00461529 -0.000978798 -0.00569709 0.00933541 0.000132815 0.00802348 0.0178439 -0.0012312 0.000208342 -0.0082172 0.000339357
internal_weight=844.527 400.33 394.574 389.567 100.134 85.2943 75.9259 444.196 56.9832 387.213 21.7715 289.433 12.673 13.7283 34.3772 276.76 271.399 55.7286 50.2583 45.644 22.6543 12.4292 11.7229 8.66053 22.6059 14.2522 365.442 356.007 9.43517 215.671 36.6634 18.3788 179.007 43.2432 36.3746 348.989 338.563 8.53228 330.031 71.7242 23.9269 47.7972 40.3262 17.1072 11.2386 10.4261 32.2878 167.912 145.67 24.4798 121.19 22.2427 258.307 50.1244 10.9833 208.183 31.1877 13.2319 176.995 146.203 30.7916 17.9558
internal_count=7516 3670 3583 3532 1188 937 876 3846 902 2944 180 2344 145 130 430 2199 2140 518 367 287 250 174 180 142 472 168 2764 2644 120 1622 277 146 1345 350 304 2563 2496 74 2422 526 173 353 305 119 83 67 214 1252 1086 209 877 166 1896 356 77 1540 244 101 1296 1088 208 143
is_linear=0
shrinkage=0.03


Tree=93
num_leaves=63
num_cat=0
split_feature=54 32 31 11 25 25 42 31 42 31 14 11 50 14 5 0 0 42 29 35 42 3 50 3 31 9 42 50 4 35 21 42 31 32 32 14 14 42 0 14 42 34 5 31 14 29 0 11 5 27 42 42 42 11 34 21 27 50 14 32 1 11
split_gain=5.59734 5.19099 4.11596 3.22991 7.40559 3.71734 9.87535 7.81847 5.58884 3.70102 3.22942 4.80296 4.51906 3.22398 3.81169 3.15406 6.05366 3.11915 2.87675 3.49026 3.71365 2.74096 2.66311 2.63531 2.43754 2.42182 2.13959 3.6478 3.45524 2.77954 2.11801 2.32076 2.36163 2.02908 3.59052 1.95559 1.94434 1.86776 5.81396 3.32893 2.09736 2.71327 3.4758 3.04226 5.59729 2.26136 1.73998 2.07658 3.83763 1.74304 2.0788 2.25173 1.81753 2.1164 1.72242 1.71908 1.63618 1.57729 1.57162 1.5387 3.1224 2.04968
threshold=1.0000000180025095e-35 0.15000000000000005 0.2950000000000001 0.74664420241889318 1.0000000180025095e-35 1.0000000180025095e-35 4.2667341507509216 1.0000000180025095e-35 5.0005279307147701 1.0000000180025095e-35 0.61416040100250646 0.89167064739399204 3.315707808323157 0.61811868686868698 0.04083333333333334 20.500000000000004 24.500000000000004 5.0186495125046582 1.0000000180025095e-35 1.0000000180025095e-35 3.7044269646841417 0.17752100840336138 3.0678793895128593 0.41250000000000003 0.23000000000000004 0.37500000000000006 4.2667341507509216 3.3723414149732767 0.40619293279766261 1.0000000180025095e-35 0.42197135395913421 3.7217279394998188 0.12000000000000002 0.16500000000000004 0.17500000000000002 0.68533452807646367 0.70513758782201419 5.1200721840520744 51.500000000000007 0.55694444444444458 4.8244373509905714 1.0000000180025095e-35 0.04083333333333334 0.16000000000000003 0.63804446460980058 1.5000000000000002 27.500000000000004 0.67309402880291691 0.062418346836329859 1.0000000180025095e-35 3.584472279689018 3.5065212271721315 4.6335050209865809 0.75876062587851789 1.0000000180025095e-35 0.35797866047458704 1.0000000180025095e-35 3.1307312134163801 0.61830143540669869 0.17500000000000002 3.6666825895759683 0.93349589109791131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 25 6 9 8 10 -5 11 -7 23 -6 -15 54 24 -8 55 20 35 -16 58 -13 -17 26 30 28 29 -28 31 32 -3 -21 -35 -20 -34 38 40 -39 46 42 45 -43 -45 -42 57 48 -48 52 51 -51 -49 -54 -1 -12 -10 -18 -19 60 -11 -61
right_child=-2 2 -4 5 13 7 17 -9 56 59 18 12 -14 14 21 16 37 22 19 33 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 36 34 -36 -37 -38 39 -40 -41 41 43 -44 44 -46 -47 47 49 -50 50 -52 -53 53 -55 -56 -57 -58 -59 -60 61 -62 -63
leaf_value=0.021862772593698315 -0.032023591913592345 -0.023839236584281949 -0.031545109562466971 0.032438009046835158 -0.0094762919217057477 0.012728781508650812 -0.017201582207673403 -0.033698621168552677 0.033522714989736545 0.0025499786978170976 0.019572132471194385 -0.031774968591221621 0.013528809397160151 0.031639756718038599 0.013441187260108664 -0.024553150525786764 0.022728732324530369 0.022727453649764928 -0.014104825398856252 -0.029117424595437102 0.010289888271525922 -0.013878425920724968 -0.013095829534110719 -0.0075858791872989873 -0.0026410777032997248 -0.022239105777237977 -0.0039407139297535356 -0.018923078863007297 0.022634077338291848 0.019649552902751929 0 -0.029949399147751115 0.015009281969829567 -6.2961569218294349e-05 -0.017954864884320611 0.0020469394085127022 -0.0094838901143601394 0.034499674899806453 -0.026510730633024247 -0.00033421043704488714 0.031329355707754768 -0.013836660687963721 -0.012780491054779511 -0.0072093286432214345 0.032705614599648554 0.0065322943915412986 -0.033092389899385233 -4.919767250691376e-05 0.002491914162920069 0.0051662675840205459 0.00045723553155242117 0.026151855238384827 -0.0023267843380206268 -0.020827356525957082 0.0034242502285065507 -0.0079998200998164307 0.00040733741529716322 0 -0.0010310597742457126 0.0057942426549634158 0.034799107312160384 -0.01354591148602753
leaf_weight=8.8825718592852354 5.3696230351924887 5.2907948717475 4.7842065356671801 5.2021780014038077 4.9002460651099673 15.155340390279887 27.207069754600525 10.199415761977432 3.5224808007478705 8.2298457995057088 4.2446861378848544 5.935917489230639 6.2595214992761603 9.3602720666676777 15.928297288715841 12.046080015599729 5.5525731071829778 4.43385047465563 24.666136965155602 9.8376192636787874 10.525772819295524 3.7837497107684603 8.0573802441358549 15.655996263027189 8.436104863882063 6.2789004929363719 23.829556446522478 6.345165215432643 7.9021795466542235 5.3178223855793467 16.797873593866825 5.9894429072737685 4.5412142872810346 14.198713775724171 41.633409796282649 8.3565726354718191 7.380380742251873 3.8529541529715043 6.8928709439933291 5.466177960857749 8.9797198530286568 8.3175126276910323 2.8298418074846259 7.1039697490632516 5.1898296494036913 6.4899847358465186 4.6371095404028875 228.0300882961601 5.5541053004562855 17.090117499232296 44.853302508592606 6.7753061801195136 19.165654454380277 8.2579193711280805 11.214747224003077 3.2243148237466812 2.7013656925410032 4.8735563606023788 4.4461108595132828 22.694449014961723 4.2235207855701438 6.0063708871603003
leaf_count=178 64 35 49 39 38 133 202 102 63 53 40 57 53 150 137 121 38 35 187 179 89 24 60 132 50 89 187 51 65 41 129 43 33 133 574 64 53 64 81 56 131 62 16 67 63 89 42 1728 61 119 365 54 213 56 139 39 30 29 35 141 32 34
internal_value=-0.00198343 -0.00177558 -0.00427306 -0.00390738 5.27917e-05 -0.00576509 -0.000747574 -0.00830562 -0.00666983 0.00883341 -0.00779234 -0.000611151 -0.00812296 0.0119876 0.0158505 0.000451555 -9.19181e-05 -0.0109384 -0.0103822 -0.0116355 -0.00481961 0.00780911 -0.000444179 -0.0147417 -0.015931 -0.00441856 -0.00295505 0.00154284 0.00529173 0.000263367 -0.00796736 -0.0138022 -0.00755931 -0.016036 -0.0135283 -0.00984922 0 0.00071187 0.000375892 0.0138597 0.000888077 0.00747465 0.0158151 0 0.00941435 0.0215253 0.000123464 -0.000238623 -0.0134472 0.000166162 0.00441596 0.0115411 -0.000956154 -0.00822543 0.0120044 0.00698893 0.0205437 0.0120861 0.0104103 0.00556209 0.0143385 0.00147349
internal_weight=840.91 835.54 395.048 390.264 123.646 266.618 90.5008 176.117 165.918 46.3564 159.694 43.0068 27.8514 33.9726 29.0723 440.492 420.395 44.1444 116.687 109.218 43.5485 19.712 16.9373 21.5919 20.4822 89.6733 83.3944 43.3947 37.0496 29.1474 39.9997 23.2018 17.2124 65.6697 55.8321 33.0227 11.9216 399.913 390.593 9.31913 383.701 38.9109 18.2995 20.6113 12.2938 15.4697 344.79 334.364 10.1912 324.172 68.7187 23.8654 255.454 27.4236 20.0973 7.469 6.22385 10.4261 8.87996 41.1542 12.4534 28.7008
internal_count=7516 7452 3630 3581 1075 2506 631 1875 1773 299 1680 375 242 349 311 3822 3505 332 1305 1226 340 161 130 189 171 726 637 344 293 228 293 164 121 886 707 251 86 3334 3214 120 3133 428 236 192 130 220 2705 2638 103 2535 538 173 1997 269 317 79 93 67 70 260 85 175
is_linear=0
shrinkage=0.03


Tree=94
num_leaves=63
num_cat=0
split_feature=54 26 58 50 40 43 0 49 42 50 42 53 42 26 26 42 27 26 25 26 14 3 27 17 3 28 36 2 3 50 26 31 14 43 26 14 14 14 42 47 26 31 5 50 31 3 31 17 14 50 31 31 3 14 42 42 42 14 12 26 50 14
split_gain=5.42149 5.20018 4.64369 5.78799 5.76585 3.42348 3.33089 14.6279 14.8176 2.93427 2.78897 2.74844 2.38793 6.06829 2.38558 2.27312 1.81388 2.5886 1.82176 3.22441 3.06701 2.80712 1.78705 2.57715 2.99819 2.47733 3.09235 10.1031 7.15406 4.47577 3.79299 3.76834 3.27321 3.15407 2.90596 2.79946 3.56023 2.67675 2.32534 2.12361 2.66068 2.2634 2.04636 2.54246 2.34184 3.3029 2.76951 2.39317 2.11845 1.84432 3.24282 1.80717 1.74835 2.27767 1.74267 5.05374 2.1182 1.73171 1.70344 1.68617 1.65104 1.62685
threshold=1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 2.533010400260828 1.0000000180025095e-35 -0.22499999999999998 51.500000000000007 0.19000000000000003 5.0009086044551614 3.1307312134163801 3.5223737282238914 1.0000000180025095e-35 4.4388619644709264 8.5000000000000018 8.5000000000000018 3.6039288864799306 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 9.5000000000000018 0.64480286738351267 0.46250000000000008 1.0000000180025095e-35 1.5000000000000002 0.51250000000000007 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.38750000000000007 3.1307312134163801 8.5000000000000018 0.16000000000000003 0.65155075187969935 1.0000000180025095e-35 12.500000000000002 0.64346246973365628 0.75582655826558276 0.69416099773242645 3.3868030955064286 3.5000000000000004 10.500000000000002 0.32500000000000007 0.17902930402930406 3.1963557881865921 1.0000000180025095e-35 0.41250000000000003 0.31000000000000011 1.0000000180025095e-35 0.60676291793313075 3.1963557881865921 0.2950000000000001 0.12000000000000002 0.46250000000000008 0.64346246973365628 3.6146403336683859 3.5818098220009351 3.7467622390330519 0.64480286738351267 0.22500000000000006 7.5000000000000009 2.9242685963818378 0.59594926350245514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 14 5 16 11 -8 -9 15 -6 22 13 -13 -4 -7 17 -5 20 21 -19 -20 25 49 39 26 28 30 31 54 33 34 -29 37 59 38 -37 -28 -33 -25 41 60 44 -44 45 -27 47 -46 -49 50 -24 -42 53 -18 55 -30 -56 -32 -53 -1 -41 -12
right_child=-2 -3 3 4 10 9 7 8 -10 -11 61 12 -14 -15 -16 -17 52 18 19 -21 -22 -23 23 24 -26 42 27 32 29 -31 57 35 -34 -35 -36 36 -38 -39 -40 40 51 -43 43 -45 46 -47 -48 48 -50 -51 -52 58 -54 -55 56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.00098204226206149211 -0.031850541099465855 -0.030386743238969026 -0.010133451800258498 0.017919975752550499 0.0020833460498649336 0.020909994769939568 -0.0393087139123292 -0.028461865250221232 0.03720235782278087 -0.013818378114918354 0 0.034817311803432172 -0.018494312737095949 -0.012085833311881445 -0.030074863089054996 -0.0055916736482727577 0.0046870006657630213 0.022903954165895812 -0.0097317865479838936 -0.019314456676433334 -0.0022335854256863496 0.015328720066194177 -0.017668688617881661 -0.0028553162334674287 -0.0069855132414497964 0.021348026059315704 0.0066656577467893866 0.00013606389908190033 0.0055436546323340899 0.016482253219442067 -0.029308721576448114 -0.022765562348528539 0.023379630581519241 -0.024383493469763418 -0.030580031374552771 0.01029814195695547 -0.016139896910002467 -0.017387711709814992 -0.00043921944074653299 0.024039959318263492 -0.0080759296421649453 -0.0057843154480834765 -0.013008997275889648 0.0085261754281527602 0.013779265386731626 -0.0010160077264848282 0.015212603789804387 -0.018117640245604767 -1.4151494066119341e-05 0.0045575941113525954 0.011519804714837873 0.025404295938979849 0.00081980065311055823 0.040939536925084334 0.011348368945110002 -0.028303012386786678 -0.0073495226089273051 -0.013575782479188461 0.0045798986694909902 -0.0084955360790664701 0.0094033376899390082 -0.024285427587103565
leaf_weight=46.411933369934559 5.2398822493851176 5.4830326177179805 13.363594312220814 6.9230593368411055 5.3513273969292667 4.4009951874613744 9.626915920525791 5.0715051554143411 7.1533994562923908 24.157757598906755 2.5575798824429539 3.1115013919770744 13.110673379153011 9.7071262523531896 11.133545827120541 7.2507910877466202 3.6273446381092054 5.9719534367322948 8.3174113929271716 10.655512966215609 13.714362416416405 7.302431881427764 13.747061187401419 14.58655136451125 14.58636988699436 14.897820739075543 15.388398878276353 14.953180365264418 10.921078491955997 30.093489123508334 14.040439497679474 5.3174739107489613 8.8933338299393636 5.8342316355556241 4.2899541333317748 37.141719255596399 4.8869408667087546 5.4774292204529038 20.107525190338492 18.334876764565706 8.1976347118616086 3.5955852791666976 14.265822321176531 6.9824246391654006 10.08366680331528 8.960825674235819 12.559001363813875 6.2270572036504737 68.574148405343294 11.374260621145366 4.1266764663159838 4.0173519793897858 6.2049569599330425 3.3770272359251976 19.433696508407596 5.8345570489764205 6.9861846026033154 16.42753903567791 33.714202530682087 71.009482612833381 14.568791793659328 18.12946005910635
leaf_count=365 64 86 141 55 68 51 83 68 100 283 25 28 131 106 188 67 38 46 66 159 88 62 93 106 88 180 110 150 71 213 122 28 90 35 54 391 47 46 203 183 53 37 78 44 84 60 144 43 530 102 36 35 47 31 130 30 44 158 268 621 135 228
internal_value=-0.00193324 -0.00173014 -0.00152561 -0.00625399 -0.00362334 -0.000333347 -0.000446754 -0.0119154 0.00945898 -0.00783238 -0.0161697 -5.01186e-05 -0.00959115 0 -0.0196096 0.00409596 0.00365047 0.00102427 -0.00145731 -0.00670644 0.00524397 0.00165065 0.000337906 0.00331656 0.00541703 -0.000514018 -0.00190413 -0.00702321 -0.000296859 0.00762438 -0.0138936 -0.00340148 0.00917641 -0.0052768 -0.00656248 0.00221599 0.00702006 0 -0.00548401 0.00735403 0.00923583 0.0153273 0.00279113 -0.00563903 0.00432406 0.0127605 0.00217507 0.000144385 -0.00164553 -0.00447681 -0.0105448 0.00421954 0.0135452 0.0236496 0.00126455 -0.00608321 0.00616064 -0.0211654 0.00707755 -0.00558349 0.0178365 -0.0211534
internal_weight=837.792 832.552 827.069 152.439 127.942 101.904 674.63 21.8518 12.2249 35.8095 26.0384 652.778 25.9293 12.8186 24.4971 11.6518 66.0941 52.8847 45.9617 26.2754 19.6863 15.6198 626.849 140.849 111.601 485.999 343.449 81.0146 262.434 73.269 57.168 189.165 23.8465 26.7001 121.711 67.4537 42.0287 20.8658 25.425 97.015 82.4284 36.4993 142.551 21.2482 121.303 23.8586 97.4439 84.8849 74.8012 29.248 17.8737 45.9292 13.2093 7.00437 43.1755 16.7556 26.4199 30.468 37.7316 117.421 32.9037 20.687
internal_count=7516 7452 7366 1643 1314 993 5723 251 168 401 321 5472 265 134 329 118 592 476 421 287 134 128 5207 1136 905 4071 2908 711 2197 488 471 1709 240 191 1040 669 438 156 231 817 711 355 1163 122 1041 240 801 657 573 231 129 356 116 69 275 101 174 280 303 986 318 253
is_linear=0
shrinkage=0.03


Tree=95
num_leaves=63
num_cat=0
split_feature=54 32 13 28 32 0 0 37 32 27 11 25 11 32 14 50 4 4 50 0 3 32 11 14 14 40 50 14 11 0 11 5 3 3 14 14 27 11 17 0 14 50 14 5 32 50 4 14 13 11 50 11 11 3 3 3 4 21 21 32 35 13
split_gain=5.25093 4.57268 4.96096 3.76154 3.41248 3.39231 4.56392 2.97733 2.93276 7.93405 4.9938 4.7429 3.63898 6.80999 3.86759 2.71804 3.5674 4.34486 3.44206 2.56294 2.42309 2.32227 3.9458 3.38977 2.24772 2.23932 1.98731 1.98399 1.84497 1.68922 2.79125 2.81785 1.80182 3.51201 2.08438 1.85207 1.84513 2.07995 1.98081 2.13045 1.83863 1.61978 1.55079 1.54872 1.52 1.49266 1.45614 1.40058 1.35985 2.73603 1.81033 3.73284 2.53525 2.77081 2.13364 1.74797 1.69356 1.6699 2.46053 2.53192 2.59447 1.61536
threshold=1.0000000180025095e-35 0.15000000000000005 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 23.500000000000004 1.0000000180025095e-35 0.17500000000000002 1.0000000180025095e-35 0.78991006739326874 1.0000000180025095e-35 0.87343563813268121 0.16500000000000004 0.66565040650406515 3.4150731631156739 0.33771929824561409 0.35214626391096987 2.8625437813686543 39.500000000000007 0.1447512008431866 0.32000000000000012 0.72836123857922808 0.60776772247360489 0.68533452807646367 1.0000000180025095e-35 3.2806961417784364 0.62414383561643849 0.88503641909269792 27.500000000000004 0.67309402880291691 0.062418346836329859 0.097406704617330822 0.074537037037037054 0.73827838827838843 0.65655637254901966 1.0000000180025095e-35 0.93936166279661715 1.5000000000000002 32.500000000000007 0.64237451737451756 2.7815080780430619 0.64530791788856312 0.29864864864864871 0.17500000000000002 3.1307312134163801 0.72500000000000009 0.62981481481481494 0.70000000000000007 0.72089874767532247 3.1963557881865921 0.90819238638712629 0.87579466157694208 0.16609637741713215 0.51250000000000007 0.1236388219978657 0.42476927252985891 0.32479088507391707 0.35257611665546718 0.18500000000000003 1.0000000180025095e-35 0.90000000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 7 6 -1 -4 9 10 11 -3 -11 -14 27 16 25 -18 20 -13 -19 48 -23 -24 -9 28 -6 -15 42 45 31 -31 33 35 36 -32 43 38 40 -40 -38 -25 -5 -34 -20 -7 -26 -27 50 61 51 -10 53 55 -53 -52 -51 -54 -59 60 -60 -50
right_child=-2 3 4 15 26 29 -8 24 21 12 -12 19 13 14 -16 -17 17 18 44 -21 -22 22 23 41 46 47 -28 -29 -30 30 32 -33 34 -35 -36 -37 37 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 49 56 52 54 57 -55 -56 -57 -58 58 59 -61 -62 -63
leaf_value=0.0048842825906569905 -0.03168003434354983 -0.011595399289804464 0.01960308106599681 0.0093764385660866194 -0.01146683060445986 0.022049072572007 -0.023026922919496332 0.017998886403045221 0.0026098381117589321 -0.0060671320238079897 -0.018848066043375421 0.00042238382672514567 -0.016708661614519626 0.013153297210003859 -0.0017186239970641492 -0.014677216038668431 -0.031168728839855799 -0.018473552683136902 0.024340321414370657 0.033741694204041439 0.0046831956311427086 0.016229188357448427 0.010293223929269908 -0.02795694981287564 -0.015116319763206987 0.013595252532104604 0.01139988773268945 0.042730013497092087 0.004928650331214284 -0.03288118211487237 -0.0062120332053764967 0.00030632782957531454 0.00037139674564677964 -0.015514586205170931 -0.011864540835925745 0.0145522404077625 0.0081293434784603363 -0.011068893856225006 -0.011831116296144783 0.011969260608583762 -0.015985489300368128 -0.011103091832746329 0.034654920637784997 -0.014119584242880436 0.00063762923815190403 0 0.0083693580327720198 -0.0068954432126701309 -0.015615665794818295 -0.023216914036128158 -0.0018988954322064257 -0.018012264397949101 0.033885200988829349 -0.014049665923877427 0.0008461711967773628 0.021392516812058039 0 -0.0067253161489977649 0.020123411626745715 0.032886659561316367 -0.015082550790731277 0.0021412832232533571
leaf_weight=8.0228176414966583 5.1130364909768096 21.246318858116865 25.39335697516799 4.5215729996562022 9.5416972450911981 5.5480010882019979 13.374867182224989 5.1003659609705201 43.755312006920576 24.848353521898389 60.649234250187874 5.81814211048186 5.4122724048793325 4.4695087820291501 4.0658643096685418 7.2229130715131751 3.9851005449891117 8.1356889344751853 6.0527313686907274 3.4042865540832281 7.2036720048636189 4.0937929879873982 3.9674041531980064 10.070096259936692 6.0665520429611188 4.786101236939432 4.89723902568221 6.0727487802505493 7.2128406167030326 4.5349145010113698 7.2744761034846288 3.7966802753508091 230.25166316702962 18.145523846149445 11.208392877131699 7.3686993010342121 5.2147192545235139 5.5885989069938651 3.2577034682035437 43.777725875377655 5.4674720168113708 14.987332275137303 7.0110613964498043 6.6325665041804305 4.8924125693738461 4.8715824261307716 3.3126472197473049 7.1439530793577433 5.3042809329926959 9.8817240148782712 5.9345458000898379 16.393726002424959 2.940816733986142 9.143839802592991 7.104920268058776 4.7565371356904507 3.8021680936217299 5.624298099428418 3.966225713491438 4.8673739805817604 3.1156822070479393 27.178318625316024
leaf_count=50 64 190 536 34 80 38 130 120 357 211 672 48 70 36 28 54 29 59 55 42 58 40 39 134 55 36 46 50 48 42 48 32 1789 132 71 50 41 33 22 359 37 206 57 36 37 29 46 48 69 85 42 142 25 78 63 40 35 45 27 39 48 254
internal_value=-0.0018854 -0.00168696 0.000403545 -0.00404631 0.00888215 -0.000782988 -0.0123358 0.0134201 -0.00540332 -0.00877497 -0.0138572 -0.00366894 0.00142843 0.0109963 0.0217531 0.00229032 0.00444079 -0.00270173 0.0015905 0.0138135 -0.00729225 -0.00291115 -0.0101194 -0.0141267 0.00204857 0.011655 -0.0032515 0.0312275 0.018089 -7.89296e-05 -0.000450212 -0.0174018 -1.25816e-05 -0.00669664 0.000675806 0.00388797 0.00117159 0.00571314 0.00747429 0.0101507 -0.00372895 -0.0182816 0.0255842 -2.06003e-05 0.0144853 0.0116893 -0.00619348 0.000918998 -0.00130854 -0.0056145 0.000490233 -0.00246084 0.0055449 -0.00184148 -0.0120981 0.00811526 -0.0167818 0.0129251 0.00873817 0.0165013 0.00382176 -0.000652588
internal_weight=834.804 829.691 438.648 391.043 54.3119 384.336 21.3977 39.8729 322.875 135.987 91.118 30.4687 44.8687 20.0204 14.6081 68.168 60.9451 30.2696 26.2845 9.22243 15.3394 186.888 33.1186 29.0248 14.4796 30.6755 14.4389 10.5423 18.7455 362.939 352.519 8.33159 344.188 32.7887 311.399 14.6432 300.19 63.3062 57.7176 47.0354 10.6822 25.0574 11.5326 236.884 10.9451 10.4196 9.3792 11.9301 153.77 46.1665 107.603 67.254 40.3493 19.8349 23.4986 10.6911 13.6839 20.5144 17.5736 11.9493 7.08191 32.4826
internal_count=7516 7452 3822 3630 883 2939 180 757 3115 1347 952 280 395 184 114 515 461 238 209 90 117 1768 419 379 221 223 126 86 139 2759 2692 74 2618 230 2388 98 2317 492 459 381 78 340 91 1825 92 67 101 84 1349 443 906 562 344 160 205 82 120 184 159 114 75 323
is_linear=0
shrinkage=0.03


Tree=96
num_leaves=63
num_cat=0
split_feature=54 26 58 50 41 0 49 45 11 53 11 26 26 26 26 14 25 26 14 26 50 21 26 49 3 14 14 4 11 48 12 11 36 3 0 0 0 0 11 11 21 12 14 3 50 14 3 50 11 3 11 37 34 26 31 3 14 0 14 3 11 3
split_gain=5.08723 4.99161 4.22418 5.47923 5.47525 3.19263 14.0408 7.19291 2.59334 2.52045 2.45275 2.3966 2.39274 2.39013 6.40159 2.07558 2.00327 7.89935 5.87425 3.92463 1.98791 1.93061 1.60682 1.59886 3.20842 1.46735 1.94583 1.74569 1.78868 1.61932 2.44775 1.77676 4.12652 3.77304 3.03053 1.97904 4.85375 3.75923 1.30724 1.62311 1.2563 2.13418 1.51952 1.65521 1.21243 1.12344 1.60081 1.03815 1.29689 0.772694 0.737851 0.735406 0.828835 0.566262 0.551245 0.529151 0.455481 0.399202 0.377904 0.369368 0.24325 0.202028
threshold=1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 2.533010400260828 1.0000000180025095e-35 51.500000000000007 0.19000000000000003 0.97500000000000009 0.88420077387660712 1.0000000180025095e-35 0.67828968887170127 8.5000000000000018 9.5000000000000018 3.5000000000000004 6.5000000000000009 0.50851612330665208 1.0000000180025095e-35 10.500000000000002 0.65604707792207806 9.5000000000000018 2.8153069638604364 0.38547529722733398 5.5000000000000009 0.32500000000000007 0.46250000000000008 0.80600358422939078 0.75795454545454555 0.72500000000000009 0.69744992305541842 1.5000000000000002 0.52500000000000013 0.74664420241889318 1.0000000180025095e-35 0.082207207207207214 49.500000000000007 24.500000000000004 23.500000000000004 27.500000000000004 0.91073272698808538 0.93349589109791131 0.36535479129687387 0.4250000000000001 0.61070261437908513 0.14976474159690528 2.8625437813686543 0.64480286738351267 0.48750000000000004 2.9797363981426757 0.69744992305541842 0.5375000000000002 0.89167064739399204 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 0.12000000000000002 0.48750000000000004 0.61948410123296571 23.500000000000004 0.66565040650406515 0.31936274509803925 0.63698012568534057 0.43750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 11 13 9 -7 15 12 23 20 38 -6 -5 54 -8 17 21 -19 45 -11 44 -10 25 40 26 29 28 57 31 -31 35 33 -33 -34 36 -1 -37 58 -40 41 42 -25 -44 -16 46 50 -12 -49 -24 -18 52 55 -20 -15 -21 -26 -28 -4 -45 -27 -54
right_child=-2 -3 3 4 8 6 7 -9 22 10 47 -13 -14 14 16 -17 19 18 53 51 -22 -23 49 24 56 60 27 -29 -30 30 -32 32 34 -35 -36 37 -38 -39 39 -41 -42 -43 43 59 -46 -47 -48 48 -50 -51 -52 -53 61 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.0032540242084746125 -0.031511913528161205 -0.030212508307005729 -0.024844934204177039 -0.017882800472346631 0.014234670124776643 -0.038977581844935508 -0.029139265896403924 0.030992043682998228 -0.00071440135199916769 0.020607326520769766 -0.022745432919317729 -0.029891455077122452 -0.021668637644876323 0.031719481013467471 -0.005885933331540018 0.0054366962619247271 7.8194450003145618e-05 0.042122700753593499 0.012267386416819502 -0.0083246454259048985 -0.0077806273561368787 0.0035791801051281158 -0.029270416938657277 0.0045084236114677203 0.014850365952858831 0.0057729492269593128 -0.008835748600069207 0.0054541275434435779 0.00040670016596158125 -0.023488501198206672 0.001422926009318808 -0.01318008667830195 -0.0079180748996804939 0.0025800395680387121 0.011675389095815723 0.022300166928733638 -0.018469620145332436 0.0038679356521173036 0.015682589253085993 -0.014068832165712431 0.003976733939694806 -0.030647835683268614 -0.023761551485171308 0.0033155763555798873 -0.025330078537034603 0.015750751595675037 0.011327488394538562 0.0048761574707737905 -0.018362596158661128 -0.0091856767697912952 -0.012458474436539146 -0.023910292214466208 0.0044808467932668291 -0.00032502224746465674 0.01351952489822532 -0.025782974500081674 0.00084403512195664317 -0.024945221125159005 -0.0063473186678214338 -0.0093338040939609495 0.02513166486497611 -0.006166172951638552
leaf_weight=42.606047807261348 4.9890481084585181 5.2884011156857005 4.0846869833767432 6.2916861288249484 4.1208672150969532 9.384826600551607 3.3494532555341703 6.3775686882436275 3.392646603286269 3.4771618656814116 9.3270532600581664 10.703470740467308 2.5217594392597675 4.8461417630314809 7.3103229179978388 2.2539967708289623 6.8942815028131061 5.9183394238352802 4.9039380922913534 5.9892212133854645 5.0960174575448036 6.4178636074066153 12.154421608895062 5.3336641229689219 5.0031834244728071 2.3108805622905484 3.8277399204671401 5.4980646278709164 4.996190831065177 5.8651623055338842 7.5206475704908371 14.160666175186632 73.382480051368475 253.21855826675892 7.4563181754201642 10.799806781113146 11.555172763764856 133.20391253195703 3.0096450969576836 3.192089855670929 3.7624458167701951 5.1297697015106669 6.9318522904068214 3.6160227619111538 6.3315164372324944 4.2477902472019187 6.4498211219906798 3.8111990690231314 3.913324486464262 3.3914729449897996 7.915608923882246 6.8852382320910683 2.6438750177621833 6.3507125750184059 5.3054267466068268 3.5116725340485573 5.2012727633118629 7.0513832215219736 2.9022372998297215 3.5514056943356991 2.290500346571207 3.0910324491560459
leaf_count=477 64 86 42 63 40 83 52 94 34 36 93 188 46 36 46 22 65 50 33 98 54 48 159 50 36 31 32 58 39 30 45 111 563 1846 93 73 110 1294 35 33 37 36 55 40 49 37 64 40 42 42 68 123 41 39 38 53 38 57 31 27 29 42
internal_value=-0.00183491 -0.00164112 -0.00144271 -0.00597974 -0.00342569 -0.000413205 -0.0117699 0.00933957 -0.015773 -2.711e-05 -0.00921979 -0.0191536 0 -0.000223727 0.000917736 -0.0144891 -0.00172948 0.00337249 0.018316 -0.00584071 0.00325653 -0.00917894 -0.0213797 0.000343449 -0.00554198 0.000742586 0.000595222 -0.00821773 -0.0133349 0.000945253 -0.00923579 0.00120894 -6.51115e-05 0.00171372 -0.00601244 0.00347578 -0.00132119 0.00532091 -0.00967467 0 -0.0108138 -0.0133355 -0.00819431 -0.0134151 -0.0155795 0.00197718 -0.000616392 -0.0158055 -0.006306 -0.0254421 -0.0062994 -0.0150612 -0.0104155 0.0047564 0.0232324 -0.0157945 0.00844139 -0.0200806 -0.0183867 -0.00222093 0.0173045 -0.000261185
internal_weight=832.319 827.33 822.042 150.778 126.886 671.264 21.3658 11.981 25.5812 649.898 25.6248 23.8921 6.64263 101.304 95.0128 5.60345 84.8612 37.2327 17.173 47.6285 8.57318 20.0597 18.9385 624.273 38.5296 585.744 581.142 21.3734 15.8753 559.769 13.3858 546.383 348.218 267.379 80.8388 198.165 54.1612 144.004 13.1887 6.20173 28.3252 24.5627 19.4329 14.0993 13.6418 25.5075 21.2597 17.0516 7.72452 15.5459 14.8099 22.121 15.2358 11.2547 10.1516 9.50089 10.2045 10.8791 6.98692 7.16743 4.60138 5.73491
internal_count=7516 7452 7366 1643 1314 5723 251 168 321 5472 265 329 86 993 930 74 856 265 122 591 90 143 235 5207 319 4888 4828 186 128 4642 75 4567 2613 1957 656 1954 587 1367 141 68 245 208 172 122 95 234 197 175 82 201 133 357 234 72 74 151 74 89 73 67 60 83
is_linear=0
shrinkage=0.03


Tree=97
num_leaves=63
num_cat=0
split_feature=26 31 26 25 58 31 13 25 26 32 0 42 9 3 50 41 50 21 32 50 26 25 26 45 14 2 25 42 0 50 42 26 14 26 34 4 4 41 50 42 42 32 3 42 21 26 14 32 13 32 42 12 50 3 14 5 42 49 42 5 42 42
split_gain=4.81291 4.13359 8.63843 6.23567 4.53266 5.39582 4.54396 14.7366 4.37721 11.1869 4.07095 7.04228 5.62961 4.63913 3.78868 4.05163 3.49327 5.48519 3.41296 4.73984 3.39153 3.5604 3.51728 3.25456 4.70981 3.49579 5.19923 3.18104 2.91271 4.02771 2.58486 2.3458 2.23362 2.17418 2.32206 2.14986 2.10156 2.02959 1.98169 3.75992 1.91193 2.35118 2.14126 1.73011 2.31366 2.07185 1.68712 1.69195 1.58603 14.1659 1.93958 3.35548 3.98537 1.98419 1.55158 1.4512 2.66495 5.05162 3.53153 1.86672 2.87207 2.46273
threshold=14.500000000000002 0.16000000000000003 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 7.5000000000000009 0.16500000000000004 39.500000000000007 3.9303249852141158 0.37500000000000006 0.097406704617330822 2.533010400260828 1.0000000180025095e-35 3.3723414149732767 0.30257611665546713 0.16500000000000004 3.0678793895128593 7.5000000000000009 1.0000000180025095e-35 9.5000000000000018 0.97500000000000009 0.51167800453514756 3.5000000000000004 1.0000000180025095e-35 3.4764415777150481 32.500000000000007 3.1963557881865921 3.5223737282238914 8.5000000000000018 0.71391369047619058 10.500000000000002 1.0000000180025095e-35 0.39990933816863111 0.32697368421052636 1.0000000180025095e-35 3.3361473422153938 4.7543593746311776 4.5831513229706227 0.17500000000000002 0.48750000000000004 3.7065212271721317 0.39821967233550748 6.5000000000000009 0.66141439205955344 0.53500000000000014 0.90000000000000013 1.0000000180025095e-35 3.7789382144677943 0.37500000000000006 3.2806961417784364 0.10762548262548265 0.59594926350245514 0.053565994261368578 4.3298514159003032 0.34500000000000003 5.0315115408785305 0.01941930618401207 4.3298514159003032 4.7502366905087499
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 48 5 6 10 33 36 -10 11 28 -13 -12 31 18 27 -18 19 -16 -20 -22 -23 24 -15 -25 -27 -11 37 -30 -17 -6 -21 34 35 -8 -7 -1 40 -40 42 -42 -29 44 -26 -45 47 -24 55 -50 -51 52 -52 -53 -32 59 -57 -58 -59 -3 -61 -62
right_child=-2 3 -4 -5 14 8 7 -9 9 16 13 12 -14 23 15 30 17 -19 20 32 21 22 46 25 43 26 -28 38 29 -31 54 -33 -34 -35 -36 -37 -38 -39 39 -41 41 -43 -44 45 -46 -47 -48 -49 49 50 51 53 -54 -55 -56 56 57 58 -60 60 61 -63
leaf_value=0.00076883160413073414 -0.030095097551925624 0.00030644493599143205 -0.031374810316705901 -0.031550962552268282 -0.0094684845813731815 0.0010856002312413439 0 0.034996743990713994 -0.033864608515121089 0.021622504925036357 -0.019703407001092348 -0.027005333825127587 0.0072262615225531139 -0.028807042351934143 0.0075548563787086569 0.0021155014281500845 -0.032189236970261367 0.0052468525903891445 0.026068099917206742 -0.026461135163039346 0.021229125866176615 0.0051165922781737814 -0.024917540910006763 -0.0058740688165425034 0.0015069721727096032 0.0023733434895090496 0.029273065741473824 -0.012011075955470745 -0.027267767992119638 0.0068116581998879889 0 -0.029731688218463538 0.0029311638521039331 -0.014316151874566266 -0.0064153412696280887 0.032161802015098842 0.030529359095220525 0.02079275415370397 0.028237143521184872 -0.0098816191866318483 -0.009550867491099119 0.0079916615585124071 0.0098807923279548276 -0.0012517243319902489 -0.019934229901716321 0.016724896660819139 0.004834860374862973 0 0.031162943193038216 -0.017561850258680924 -0.0010642327289646033 0.006383874533716612 0.033382760405891193 -0.014311119590071799 -0.023571488645398837 0.00036736728970365842 -0.021817547154061208 -0.014753978227163426 0.035486779921443272 0.03118001094786018 -0.0074788835345547819 0.0091867707993582032
leaf_weight=12.202749140560632 5.1951308511197558 177.77517006546259 9.5697056129574758 5.0301144756376734 13.111612923443319 6.60489623993635 3.742345552891492 14.212347930297254 13.214170146733521 4.5990106090903273 7.8445651791989794 18.89549653604627 5.1664926782250395 4.3639964386820784 7.5402262732386616 5.3260423168540028 8.9680252112448198 5.2397574111819258 5.039270006120204 11.898592501878737 6.0740329213440409 19.198314774781466 9.4710603412240726 7.4314691573381415 68.989695139229298 12.915643304586411 13.991745546460152 35.081560257822275 5.774498984217642 5.9751548618078232 2.5448402725160149 10.246457308530806 2.3946520611643782 9.3134177923202515 8.5749331749975681 3.5458671022206545 3.4520625099539757 7.7853848524391642 4.5513424053788167 4.1127553731203079 11.473536320030691 16.3860101737082 4.0830421149730673 8.7462694756686705 4.6448163390159598 13.873288586735724 2.9749702773988238 3.4374963864684096 14.575523728504775 6.8773886673152438 7.1962550804018992 5.4272455275058773 4.6337518841028214 13.315373491495846 17.235946400091052 46.364152170717716 14.146187487989666 1.9059761203825463 2.6374707072973251 3.9872362166643134 10.476918399333952 28.689740497618914
leaf_count=73 87 1182 150 56 141 44 39 270 131 34 52 195 44 50 81 68 73 38 37 155 42 155 160 46 464 93 163 273 29 37 25 184 27 80 60 55 38 55 42 30 91 133 31 56 28 101 40 60 502 55 48 42 36 94 224 282 147 24 51 33 71 309
internal_value=-0.0017881 -0.00159529 -0.00338933 0.000907579 -0.00279649 -0.0010933 0.00148563 0.0107711 -0.00634955 -0.00815421 -0.000334778 -0.00721744 -0.019409 0.002319 -0.00793561 -0.00511491 -0.00443158 -0.0180854 -0.0012029 -0.0109861 0.00331907 0.000275918 -0.00328161 0.00367074 0.000876728 0.0116314 0.0166952 -0.00190189 0.00190137 -0.00961101 -0.0153844 -0.018789 -0.0211503 -0.002836 0.00362491 0.0160949 0.0121754 0.00899408 -0.00346358 0.00965099 -0.0052718 0.000536622 -0.00953775 0.00234169 2.2879e-05 0.00956092 -0.0137429 -0.0184906 0.00142673 0.00624508 -0.00340759 0 0.0122604 -0.00799765 -0.0203706 0.000525462 -0.00337561 -0.0128842 0.0134124 0.0017033 0.00729139 0.00456102
internal_weight=830.053 824.858 481.82 343.039 472.25 355.756 237.99 39.3889 117.766 107.709 198.601 55.7998 24.062 142.801 116.494 93.1354 94.495 14.2078 68.0286 21.8335 46.1951 41.1559 35.0818 134.957 100.618 34.3389 26.9074 80.2873 31.7378 11.7497 25.1068 23.3581 14.2932 25.1766 15.8631 7.28821 10.057 19.9881 75.6882 8.6641 67.0241 27.8595 39.1646 96.2541 73.6345 22.6196 15.8835 12.9086 338.008 52.0255 37.45 30.5726 11.83 18.7426 19.7808 285.983 65.0538 18.6896 4.54345 220.929 43.1539 39.1667
internal_count=7516 7429 4497 2932 4347 2948 1990 504 958 876 1486 433 239 1053 1399 1074 745 111 757 263 494 457 415 1001 699 302 256 634 194 66 317 325 182 234 154 94 82 128 600 72 528 224 304 649 492 157 260 220 2876 777 275 220 84 136 249 2099 504 222 75 1595 413 380
is_linear=0
shrinkage=0.03


Tree=98
num_leaves=63
num_cat=0
split_feature=54 27 28 1 36 1 12 43 14 42 0 43 12 43 35 45 25 45 35 14 42 50 5 14 14 3 3 40 30 14 24 1 4 4 5 50 50 1 14 43 50 43 5 5 5 5 14 1 53 1 1 14 25 14 1 5 12 14 1 50 50 14
split_gain=4.87565 3.14466 4.83115 3.96982 3.57684 9.09405 3.2972 2.59184 3.11834 2.50298 2.81761 2.46063 3.29085 3.38576 2.82833 2.52887 4.74448 5.82863 3.40354 2.47722 2.55871 2.31301 2.28304 2.20261 3.99849 2.00702 4.39017 4.12179 3.54687 2.13251 1.8473 1.82447 2.01154 2.55069 2.18791 1.81643 3.97642 1.77748 1.7676 1.75068 2.06555 1.71933 2.41046 2.2999 2.08955 2.67297 2.01074 2.07353 1.89053 1.8063 1.70512 1.64669 3.85279 1.87059 2.12898 1.56664 1.5434 1.51877 2.37195 2.02542 2.30858 1.53597
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.4855547771300555 1.0000000180025095e-35 3.821439344671016 0.37500000000000006 -0.22499999999999998 0.65536398467432966 5.1740469362528234 51.500000000000007 1.0000000180025095e-35 0.57500000000000007 0.17500000000000002 1.0000000180025095e-35 0.97500000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.71806526806526816 3.5946542398839054 2.4194005465518993 0.026671408250355622 0.61416040100250646 0.62296459033341967 0.14421005268680295 0.15628424032140251 1.0000000180025095e-35 1.0000000180025095e-35 0.62981481481481494 1.0000000180025095e-35 4.8006355995216721 0.38919413919413925 0.30495169082125612 0.01941930618401207 2.9242685963818378 2.533010400260828 3.6556752830605155 0.62296459033341967 -0.37499999999999994 2.7040907083446837 1.0000000180025095e-35 0.22048611111111113 0.025657894736842109 0.3623737373737374 0.27681992337164757 0.66141439205955344 3.7753934147262185 1.0000000180025095e-35 3.505475127672971 3.3995817701478352 0.63069358178053847 1.0000000180025095e-35 0.61070261437908513 3.5937425525307249 0.28759398496240607 0.37500000000000006 0.65235814296241723 3.7789382144677948 2.7815080780430619 3.315707808323157 0.71973859473859492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 50 9 7 -7 8 51 10 11 15 13 56 23 18 30 22 19 21 -21 -1 -18 -15 -25 28 27 -27 -5 35 -17 32 33 -30 -34 36 -28 -23 -33 -20 -41 44 43 46 45 48 49 -48 -3 -43 -4 53 -53 54 -6 -42 -13 59 -59 -31 -61 -60
right_child=-2 41 3 25 5 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 17 -19 39 20 -22 37 -24 24 -26 26 29 -29 31 57 -32 38 34 -35 -36 -37 -38 -39 -40 40 55 42 -44 -45 -46 -47 47 -49 -50 -51 -52 52 -54 -55 -56 -57 -58 58 61 60 -62 -63
leaf_value=-0.0034230063737091146 -0.031287313318457972 0.00060615264256690972 0.0012087150518341012 0.016837754234419355 0.015478708154077918 0.019370376321714792 -0.00097291839521064342 -0.019196315071867885 -0.017774223297602473 0.022093292966282218 -0.023705845730428783 0 0.024185455088315492 0.01526453389204227 -0.020001839808015724 -0.015495519178480438 0.0036077160586970866 0.028758633616843977 0.007717301678563113 -0.022017376308232178 0.0022374673433550665 0.0036362532179963496 -0.024417948286268008 -0.021137771136631626 0.00087566667198152109 0.035864001115865275 -0.0014914158285231158 -0.0014452162394383381 0.003493026644301421 0.0033373104414450606 -0.0062854377573147357 -0.00092313186611988241 -0.0084446347082432639 -0.017004437152116109 0.021267934227306825 0.0012413527339435561 0.03134090823633575 0.015960656435256935 -0.021389552647878177 -0.023641770032677496 -0.0040889962085691196 -0.0051998867521983296 0.027668320446422458 -0.0095533964984311076 -0.021515775657914488 0.022596707506744133 -0.016472361935296633 0.0091262644129051045 -0.018759452161953724 0.014603193410939087 0.027179675989840852 0.032116991861845433 -0.0052960022838233886 -0.016840133968221371 -0.011635450549608014 -0.024796994878987195 0.023447532620632611 -0.0059936469949672987 0.015785946032437274 -0.028191896921190659 -0.0040534922502636307 -0.0027126451647109555
leaf_weight=18.498539105057716 4.8185805641114703 111.56333521381021 3.9927252009510976 6.0727936998009673 4.8681029975414329 8.9900546800345165 30.465988412499428 41.381352480500937 20.096540117636323 3.4484566152095786 5.5325205400586119 3.4932292737066728 5.3091224543750277 7.3280297666788092 6.853945553302764 37.649809468537569 6.2723763827234524 6.4985561016947022 6.0415195897221556 6.5076923221349707 8.4047087877988798 27.229033909738064 3.9281468391418457 8.2663982175290567 57.340338155627251 6.422079671174286 5.7352890819311124 3.9368339609354734 9.6398303210735374 7.8959135767072466 48.605507140979171 6.5474945083260563 3.1932171508669835 11.18765041977167 5.4376371707767248 21.579881835728884 6.6926322057843208 19.104707583785057 11.664569316431878 7.2427944988012305 40.390449594706297 4.3516937643289593 4.3352975398302069 8.3009510338306409 3.7228904142975798 4.6341202929615966 5.3936225399374944 5.3581839352846146 4.5235858820378771 25.214320691302419 7.3969778195023537 3.4757555127143842 6.9063756838440895 9.6106165423989278 5.0734467208385468 3.595251962542533 7.3742539845407009 18.134657666087151 11.340097872540357 6.5258358530700198 9.2673551533371192 5.3679168596863738
leaf_count=119 64 989 29 59 39 95 297 424 204 48 72 32 46 66 91 332 69 82 58 37 68 189 52 54 507 78 42 43 79 57 518 67 27 97 56 161 55 138 79 112 463 37 31 73 19 31 47 54 47 229 59 27 83 84 32 18 71 120 113 37 63 47
internal_value=-0.00174314 -0.00155491 -0.00253334 0.00181338 -0.00408118 -0.00832001 0.00358531 -0.0135208 -0.00864926 -0.0024516 -0.00272983 -0.00235262 0.0016611 0.00022563 -0.0018597 -0.00398277 -0.00754282 0.0068164 -0.00125687 0.00269457 -0.00810149 0.00528737 -0.00686988 -2.27356e-05 -0.00186265 0.000519734 0.00300612 0.0213578 -0.00412305 0.000845493 -0.0104015 -0.0069778 -0.00209126 -0.00728902 0.00965325 0.00684656 0.0159305 0.00889365 -0.0144474 -0.00685363 -0.00871202 0.00196108 0.00647774 0.00435968 0 0.000730799 0.00740532 -0.00323369 -0.000127841 0.0114715 0.0187711 -0.00224676 0.0070325 -0.00749909 0.0010934 -0.00602197 0.0158351 -0.0025505 0.00128917 -0.00841268 -0.0146306 0.00952611
internal_weight=826.032 821.213 643.815 168.031 475.784 130.868 39.456 91.4122 50.0308 344.915 341.467 335.934 95.9653 90.6562 79.7887 239.969 102.954 16.6991 137.015 79.7447 14.9124 64.8323 10.2005 72.9348 65.6067 156.642 102.898 10.3589 53.7432 92.5396 86.2553 47.6704 29.4583 20.8275 8.63085 34.0078 12.4279 46.3337 18.2121 57.27 51.2285 177.398 52.9541 48.6188 124.444 120.721 40.3178 10.7518 116.087 29.566 11.3897 29.9343 10.3821 19.5522 9.94155 43.9857 10.8675 58.5318 34.8427 23.6891 15.7932 16.708
internal_count=7516 7452 5895 1368 4527 1285 392 893 469 3242 3194 3122 867 821 718 2255 1053 203 1202 551 105 446 121 627 561 1280 816 121 464 695 850 405 259 176 83 258 97 327 146 651 593 1557 471 440 1086 1067 367 101 1036 266 88 265 110 155 71 481 103 437 280 157 100 160
is_linear=0
shrinkage=0.03


Tree=99
num_leaves=63
num_cat=0
split_feature=54 26 31 26 28 50 26 4 4 32 31 42 5 32 45 5 0 53 53 5 45 42 32 32 5 32 30 4 32 21 50 12 21 50 9 49 49 4 50 31 21 5 26 50 49 1 3 50 21 26 4 3 47 50 50 49 42 42 38 26 1 3
split_gain=4.72365 4.65225 3.60678 8.39055 3.98643 4.57213 3.7886 2.83087 2.70612 2.10796 9.44297 6.68907 4.3616 2.10115 6.66692 8.40401 5.94211 2.8551 2.65657 2.07473 2.03117 1.86179 3.10212 1.84272 5.20584 1.83812 1.75356 1.7481 1.67794 1.63086 2.24951 2.22599 1.60117 2.09261 1.57994 2.71701 1.36962 2.13348 1.37116 1.35347 1.63578 1.12303 1.32235 2.02204 1.64124 2.68855 1.40718 2.10343 2.34083 3.97006 2.14938 2.09091 3.15911 3.47803 1.92024 1.6599 3.0253 1.31824 1.10819 1.08622 1.03156 0.998928
threshold=1.0000000180025095e-35 14.500000000000002 0.16000000000000003 12.500000000000002 1.0000000180025095e-35 3.3723414149732767 6.5000000000000009 0.30901856763925734 0.35214626391096987 0.16500000000000004 1.0000000180025095e-35 4.6541690268001608 0.046693482230278659 1.0000000180025095e-35 1.5000000000000002 0.01941930618401207 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.04083333333333334 0.97500000000000009 3.885512953955101 0.15000000000000005 0.32000000000000012 0.01941930618401207 0.53500000000000014 1.0000000180025095e-35 0.72500000000000009 0.17500000000000002 0.30745561072500693 2.4194005465518993 0.27500000000000013 0.30755568841877889 2.9242685963818378 0.32500000000000007 0.19000000000000003 0.32500000000000007 0.24068965517241384 1.7585441243211084 0.12000000000000002 0.30755568841877889 0.3943381180223286 6.5000000000000009 2.7815080780430619 0.12000000000000002 3.7385744636323821 0.48750000000000004 1.7585441243211084 0.32934748478142073 10.500000000000002 0.41992677969876674 0.56250000000000011 4.5000000000000009 2.7815080780430619 2.9797363981426757 0.37500000000000006 3.6539288864799304 3.5253934147262185 1.0000000180025095e-35 10.500000000000002 3.7967622390330522 0.10893210283454187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 26 29 -9 10 11 12 21 14 16 -16 -4 -17 19 -15 -10 22 -8 34 25 -25 -1 39 -7 30 -6 -31 -27 -34 36 -36 38 59 60 61 -41 42 43 57 45 -45 47 55 50 -50 -49 52 53 -48 -53 56 -44 -18 -40 -38 -11 -28
right_child=-2 -3 13 -5 5 28 9 8 20 23 -12 -13 -14 18 15 17 41 -19 -20 -21 -22 -23 -24 24 -26 32 27 -29 -30 31 -32 -33 33 -35 35 -37 37 -39 58 40 -42 -43 46 44 -46 -47 51 48 49 -51 -52 54 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.016190145525361539 -0.031124091444083301 -0.029919265770736631 0.032306261253598055 -0.031233605967671076 0.0018098752837971471 -0.002717247436776427 0 -0.016600299745808629 -0.013650025673975446 -0.0012553001394922866 -0.033736190121765333 0.022659230591480686 0.01139908688964936 -0.0038641760338632759 -0.022869277212049444 0.030550518910014368 -0.0016010204943911258 0.0048368689071519554 -0.023948859130750982 0.0073925371209378355 0.0097753749988399221 -0.024023399130523725 -0.017750128884004356 -0.031713552979383205 0.013569989959270905 -0.026551600109420054 -0.010111039879684577 0.018278483753431909 -0.02807287775946582 -0.0058353278594922261 0.031914274462009951 0.015759820895270452 -0.017814794892394448 0.017241987432548622 -0.02414162067321032 0.0092925851397223473 -0.01308675474129831 -0.026853149046556158 0.0003148674292424784 0.018947517655387904 -0.0040380005299931396 -0.011541918301934306 0.0054360802684326991 0.023699909658085157 -0.012445272323445502 -0.006084922099412241 0.015068229620474443 -0.00050447829065471573 0.0023586689745640345 0.023187565309519792 0.01257320892363183 0.021724748454596248 -0.025310782294265609 -0.008547209523094873 -0.0032701090814051732 0.0097469775352159154 -0.028867120592136954 -0.023134074431913315 -0.0061976806145081333 0.0094484951217470841 -0.02311280089693277 -0.00065849941243083005
leaf_weight=6.2637759558856478 4.7013565748929969 4.9760555624961844 5.0454676281660786 9.1365153379738313 3.7131056413054484 6.534238623455165 17.989622600376606 6.0403614901006248 3.6643677242100265 4.5437195599079114 12.298112921416758 6.740344474092125 7.9200374931097022 70.809830412268639 3.7787213809788254 16.198881035670642 5.0042342543602008 5.9791181981563559 4.8804203234612933 18.172248482704163 19.02554927021265 9.8184044901281577 16.937066070735455 7.521929938346152 4.9370820410549632 3.1006584092974663 11.661541879177092 4.3509350381791583 4.1586227640509605 6.2638750821352032 7.9711363222450018 11.170549370348452 2.8652081824839115 2.8628939278423786 7.2523610778152925 2.6628457717597485 3.4541903994977456 4.9010131880640984 132.10017175786197 6.2732772119343263 4.1585785821080208 7.1419222503900519 3.3443088531494123 5.0750724449753744 4.7437215596437445 5.0342349708080292 7.3633977919816997 75.976638969033957 22.302957519888878 13.65058685839176 12.951999962329863 4.8990858569741231 6.5433642491698256 20.889582872390747 5.205788865685463 2.6920575313270083 5.5716887898743153 7.0158569328486919 28.063727885484695 3.7685180567204952 4.3373791426420212 79.649323271587491
leaf_count=59 64 86 165 148 28 53 164 51 28 43 121 75 60 510 45 459 31 36 70 127 177 119 276 120 41 40 89 54 27 38 71 82 52 54 87 28 27 42 1168 54 26 39 22 38 28 34 50 518 153 104 98 34 35 124 32 55 56 46 251 38 35 631
internal_value=-0.00169629 -0.00151256 -0.00132432 -0.00301839 -0.00243789 0.0041936 -0.00360112 0.00759589 0.000677365 -0.00544787 -0.00994567 -0.00482323 -0.00852648 0.00101885 0.00248627 0.0168175 0.000757958 0.0239915 -0.00276675 -0.00148659 0.00564389 -0.0122219 -0.00861563 -0.00389311 -0.0123146 -0.0205625 0.00101613 3.50306e-05 -0.0134637 0.0141663 0.0230438 0.00768264 -0.00990539 0 -0.00291165 -0.0145631 -0.00222553 -0.0119528 -0.00147915 -0.000720607 0.00931659 0 0.000395862 -0.00574819 0.00130491 0.00845535 0.00134447 0.00288254 0.00405471 0.0105173 0.00135684 -0.00318996 -0.00677128 -0.00211894 0.0084522 -0.00907483 -0.0155051 -0.0148333 -0.000795145 -0.000582667 -0.0128648 -0.00195073
internal_weight=824.06 819.358 814.382 474.111 464.975 68.5418 396.433 57.8489 28.7303 284.075 71.7036 59.4055 52.6651 340.271 246.409 25.9567 220.452 22.178 93.8625 88.9821 22.6899 44.7451 34.9267 212.372 21.2878 16.3507 112.357 106.094 10.6929 29.1187 11.6842 17.4344 8.82876 5.7281 191.084 9.91521 181.169 12.1237 169.045 101.743 10.4319 215.407 208.265 26.8731 14.853 10.1093 181.391 136.49 124.882 35.9535 88.9286 44.9012 34.7963 28.253 10.1049 11.6081 8.916 12.0201 160.164 7.22271 8.8811 91.3109
internal_count=7516 7452 7366 4457 4309 555 3754 475 256 2841 815 694 619 2909 2202 540 1662 495 707 637 205 559 440 2026 307 266 913 854 80 219 99 120 146 106 1719 115 1604 107 1497 800 80 1497 1458 177 100 72 1281 1006 873 257 616 275 209 174 66 133 78 77 1419 65 78 720
is_linear=0
shrinkage=0.03


Tree=100
num_leaves=63
num_cat=0
split_feature=26 31 26 25 58 31 43 50 26 26 40 34 3 50 43 26 9 21 42 14 14 40 21 43 34 4 12 14 3 50 4 42 4 43 26 43 3 3 3 50 50 42 11 21 11 14 11 3 3 3 11 42 1 37 43 3 26 34 25 11 42 43
split_gain=4.48694 3.53909 8.11936 5.89883 4.14427 4.98766 4.30199 4.13424 3.97932 6.46937 3.69116 3.50719 3.26439 3.80163 3.12881 3.08734 2.78824 2.76846 2.86648 4.5289 2.54657 2.38698 3.38325 3.181 2.18876 1.99337 1.98593 3.04835 2.17348 1.92676 1.74206 3.50733 4.97058 1.55795 1.65214 1.81937 1.69563 2.57301 2.44084 2.52121 2.26893 4.15068 3.36183 2.2245 2.08599 2.00893 1.92705 1.85205 5.14873 3.4028 1.69711 2.15039 1.63047 1.53268 3.48136 3.22599 1.48514 1.56635 1.48064 1.47624 1.46442 1.46235
threshold=14.500000000000002 0.16000000000000003 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.22499999999999998 2.533010400260828 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.29864864864864871 3.3723414149732767 -0.27499999999999997 9.5000000000000018 1.0000000180025095e-35 0.42354256669754398 5.0186495125046582 0.51653869448840439 0.56316489361702138 1.0000000180025095e-35 0.39209185988959427 0.17500000000000002 1.0000000180025095e-35 0.32697368421052636 0.22500000000000006 0.58847248576850109 0.38750000000000007 2.533010400260828 0.44636015325670503 4.6907213539591348 0.52142857142857157 0.52500000000000013 6.5000000000000009 -0.17499999999999999 0.61250000000000016 0.56250000000000011 0.48750000000000004 2.2053316966240444 1.7585441243211084 5.0315115408785305 0.91259835368155462 0.32265688263456704 0.62821906363916014 0.67200307377049195 0.90149954435563784 0.1012820512820513 0.11651583710407241 0.099019607843137278 0.92718155667541746 3.584472279689018 4.2714664839669494 1.0000000180025095e-35 -0.27499999999999997 0.1236388219978657 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.94140860664678472 4.181470986641096 -0.37499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 33 5 17 7 -6 25 -10 14 -11 13 21 58 16 -8 18 19 -1 -20 22 -13 -23 -22 -7 -18 -28 -29 -14 53 32 -32 34 35 -3 37 38 40 -40 41 42 45 47 -45 -36 -46 49 -49 -42 51 -41 -35 61 -55 -56 -16 -58 -9 -19 -15 -21
right_child=-2 3 -4 -5 6 8 15 10 9 11 -12 12 29 60 56 -17 26 59 20 30 24 23 -24 -25 -26 -27 27 28 -30 -31 31 -33 -34 52 36 -37 -38 -39 39 50 43 -43 -44 44 46 -47 -48 48 -50 -51 -52 -53 -54 54 55 -57 57 -59 -60 -61 -62 -63
leaf_value=-0.028699100504708683 -0.029804943475393409 0.010436299773776492 -0.031128189597744473 -0.031298898307780931 -0.018891780829196556 0.00093307957242073436 -0.026287055017002632 0.031033301593502476 -0.032175449946621415 -0.033007915840558316 -0.016667156679423468 0.0045606770965644534 -0.0046762461542335437 -0.0052879941773562675 0.0041713030449948294 -0.023898999155481097 -0.022634694141383693 0.020233387823200815 0.036281738649821822 -0.0039480941399040077 0.016769714303078682 -0.016107331034463754 -0.021979496720586921 0.010665935099221509 -0.011284892512913314 0.029832574640340156 0.028393832325435551 0.019387451946745848 -0.0085241689495755644 0.012807749916797432 -0.029754364640447784 0.012471368213769941 0 0.00039805788204198806 0.0072905222550677506 -0.0091522756048692117 -0.017835708253044123 0.018516474765322456 0.013042971500079494 0.00080332464477653935 0.0028293816409821542 0.023865002752690354 -0.031372980346968539 -0.0077310264587339044 0.017257274365415812 -0.018356056978454546 0.0053358006380812371 -0.024922423165682335 0.0011475234570169452 0.025073351137711933 -0.00020307619277121189 -0.020343124705706761 0.023782454092998166 -0.026089308455711221 -0.013708931179301732 0.0034477523536069945 -0.015586796714047207 0.010662960490508609 0.0085261775335869639 0.003315168910751501 -0.032117011106258364 0.0052734199524766484
leaf_weight=4.7545868232846251 4.8872907515615216 4.7093947399407652 8.9929887093603593 4.8465094603598109 10.936150204390286 6.5971082895994169 5.9989629015326527 4.4009505175054011 8.8570658117532712 3.8472924306988707 8.4412498418241722 30.151088945567608 8.8903634920716303 3.3769233524799329 19.93508221954108 18.654087333008647 3.890268828719857 10.080931991338732 3.3101184219121924 17.810476699844003 5.9937325548380596 21.436389308422807 4.8245852738618842 4.4694426469504824 3.7885788455605507 3.3702082447707653 2.7775688469409969 2.6666214242577579 16.612480942159891 13.528515592217444 8.7106504794210249 6.0164310280233613 11.327525364235042 6.1624593995511514 6.4859154317528063 24.750670256093144 3.7163268551230422 8.022983714938162 5.2578645274043074 5.3964457884430912 38.435752131044865 2.9613002426922312 5.7827544398605815 5.9886276107281438 21.693644389510155 4.3282826617360115 33.068589076399803 7.0549292005598536 111.01644665002823 7.4224084615707389 14.033318899571894 14.259255856275557 5.4467062279582024 4.8370809666812411 12.242746721953152 47.329131081700325 8.5508214682340604 2.2340563982725135 9.4453255161643028 10.465977445244787 6.9185832627117634 89.075805244967341
leaf_count=55 87 45 150 56 136 44 64 34 103 31 105 246 56 24 162 371 37 121 41 134 76 177 37 40 31 38 27 29 185 99 78 54 129 57 61 182 20 56 35 35 360 50 69 83 215 43 228 41 990 70 87 77 72 35 93 356 134 14 101 70 63 717
internal_value=-0.001655 -0.00147187 -0.00314628 0.000847183 -0.00258096 -0.000946921 -0.00753993 -0.00224246 -0.00603682 -0.00777411 0.00113785 -0.00543335 -0.00416795 -0.00734493 0.0047037 -0.0140811 -0.00804848 0.00154095 0.000502328 -0.000355948 0.0140087 -0.00433383 0.000624968 -0.0112121 0.00529501 0.0116895 -0.00343342 0 -0.00419608 0.00562904 0.000324892 -0.00683222 -0.0129905 0.00134706 0.000936731 -0.00576936 0.00163039 0.00191147 0.00140712 -0.00550119 0.00253688 -0.00711753 -0.0132211 0.00340956 0.00832629 -0.00257646 0.0102132 0.00154297 -0.000398972 0.00665321 -0.00863233 -0.0142856 0.0120944 0.0014552 -0.00213782 -1.18465e-05 -0.000467449 -0.00950789 0.0164471 0.01202 -0.0241572 0.0036763
internal_weight=821.276 816.389 475.548 340.841 466.555 352.011 114.544 63.9436 116.268 106.3 53.0075 97.4432 93.5959 71.177 44.5662 50.6 31.9459 235.744 215.197 202.104 13.0924 60.8815 34.9757 25.9058 9.78231 9.96732 25.9469 22.0567 19.2791 22.4189 197.35 26.0546 20.0382 335.994 324.385 29.4601 294.925 291.209 283.186 38.9469 244.239 19.5583 16.597 224.68 60.7509 10.8142 54.7622 163.93 118.071 45.8582 33.689 19.6557 11.6092 171.295 64.409 59.5719 30.72 10.7849 13.8463 20.5469 10.2955 106.886
internal_count=7516 7429 4497 2932 4347 2948 1399 686 958 876 550 773 742 587 445 713 342 1990 1799 1651 148 500 283 217 107 82 278 241 214 155 1596 261 207 2876 2747 227 2520 2500 2444 234 2210 223 173 1987 526 104 443 1461 1031 430 199 112 129 1335 484 449 310 148 135 191 87 851
is_linear=0
shrinkage=0.03


Tree=101
num_leaves=63
num_cat=0
split_feature=58 40 25 0 49 42 31 43 53 1 43 14 27 36 14 43 14 1 21 1 1 14 47 1 14 49 1 14 14 43 31 1 47 14 42 14 14 35 5 5 4 2 42 31 14 14 14 21 29 42 42 1 42 0 0 34 14 0 36 2 21 45
split_gain=3.1994 4.21325 2.97654 2.8366 13.0318 12.9027 2.16287 2.14387 3.0192 2.62319 2.36377 2.06805 2.20746 2.94016 2.64508 2.39187 1.95294 1.92235 1.78243 1.69439 1.77613 1.63428 1.5276 1.49382 1.37228 1.65168 3.31342 1.58449 1.37126 1.65961 1.51094 1.54081 1.46176 1.31987 1.88424 1.20156 2.93269 1.17566 2.96456 2.5972 2.36631 4.24831 1.78226 1.52366 1.51658 1.11619 1.11137 1.10948 1.09421 1.02822 5.08847 3.91781 0.957373 0.92737 3.13757 1.7487 1.65495 1.59163 1.80944 4.30777 2.05523 1.16915
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 51.500000000000007 0.19000000000000003 5.0009086044551614 1.0000000180025095e-35 0.074999999999999997 1.0000000180025095e-35 3.4432538023143779 0.17500000000000002 0.71806526806526816 1.0000000180025095e-35 1.0000000180025095e-35 0.62414383561643849 -0.52499999999999991 0.61152570480928703 4.420773815517415 0.35221348234207051 3.4792268092965979 5.1200721840520744 0.61611054937647458 4.5000000000000009 3.4467622390330521 0.62233560090702966 0.32500000000000007 3.7385744636323821 0.62296459033341967 0.66565040650406515 -0.22499999999999998 0.2950000000000001 3.6314869276388984 15.000000000000002 0.63603896103896107 3.4334948141752979 0.64480286738351267 0.62693960372403923 1.0000000180025095e-35 0.30901856763925734 0.062418346836329859 0.52142857142857157 3.5000000000000004 4.352747819918128 1.0000000180025095e-35 0.71973859473859492 0.60456438736549811 0.58081632653061233 0.44209185988959432 2.5000000000000004 3.6327695455485052 3.600241852813622 3.715634426587139 5.0815953173980644 24.500000000000004 23.500000000000004 1.0000000180025095e-35 0.78466880341880352 27.500000000000004 1.0000000180025095e-35 3.5000000000000004 0.32799908871127548 0.97500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 28 7 -5 -6 11 8 19 -9 22 12 14 -14 48 -16 45 -10 -13 33 37 -18 -11 -3 -23 27 -27 -26 29 35 31 -31 -30 -1 -35 36 -2 52 39 40 41 -39 -41 -42 -43 -12 -25 -45 -4 50 -29 -51 53 54 55 -21 -57 -55 60 -60 -59 -56
right_child=1 23 6 4 5 -7 -8 9 17 10 16 18 13 -15 15 -17 21 -19 -20 20 -22 24 -24 46 25 26 -28 49 32 30 -32 -33 -34 34 -36 -37 -38 38 -40 42 43 44 -44 47 -46 -47 -48 -49 -50 51 -52 -53 -54 57 61 56 -58 58 59 -61 -62 -63
leaf_value=0.014192877875906942 0.0038091024010751904 0.0013086528341119958 0.0044570048961562261 -0.0386425554426739 -0.027789177859707092 0.035868103958477067 -0.03156956500548002 -0.015094085055962382 -0.00039386096245136633 0.005874273853404598 0.0058076783666733819 0.024534242246676764 -0.0072792550758609617 0.023482802646933195 0.0093760632968456215 -0.018305151491322141 -0.014301731975413763 -0.020526090067766973 -0.004041682303429551 0.0095376131127062422 0.014203257597286837 0.016807100178100137 0.03267394267535826 0.0017825990334393521 -0.016079083730842159 0.012038458912438006 -0.021943523649036161 0.0030613164999297505 -0.017414121806183479 0.0015829192142148632 0.010596066187575437 -0.023703383509593764 0.0021639246625052536 -0.0075076431347041997 0.011809531209409434 0.0037840500379320865 0.038854590050486228 -0.02238564842415915 -0.014167955363225493 0.0056004116999376951 0.02558199918441716 0.0048597662707287421 0.026422161929668928 0.014352799547995511 -0.012562195209303979 0.027592590464120419 -0.018977398877099601 -0.0071452016067608147 -0.010364022231164316 -0.011658741620596417 0.038157060614322294 0.0044595746347998741 -0.016673768579298674 0.011646767547466842 -0.0051784896355152998 -0.0096673139174495871 0.010299665580352065 -0.0027749869427571385 -0.010375029737860222 0.0076915851639047933 0.0032083297647455657 -0.031672600583479489
leaf_weight=10.97344482317567 5.4044141694903391 3.7173470221459857 11.558170821517708 8.8904517814517039 4.6487618312239629 6.6686976477503777 2.9303094446659079 7.0060807392001143 7.6331236287951496 5.2692739907652122 6.67425539344549 3.4204799123108378 6.8312787190079671 4.2988768890500069 2.7039745301008216 27.493285099044446 5.4362875185906878 11.719098091125487 3.5625180639326572 8.1693104356527311 6.2011482995003453 5.3480965606868258 3.7552642915397882 1.9302479624748254 3.7297728005796662 3.6329672280698997 6.9592115189880133 33.255248529836535 4.9493015408515904 3.9486648365855235 4.9581756219267845 3.6891894675791264 8.962024562060833 10.082906760275366 7.8604254089295855 9.6802405193448049 3.9928649216890335 8.0503643602132779 9.0546417683362943 11.056942950934173 4.4454534109681827 25.782105715945367 6.3960903529077759 3.9105645194649696 5.1374603100121012 3.8949267193675041 27.176670530810952 4.0249192379415035 6.9101740196347228 16.729862531647086 4.0817913003265849 66.896010739728808 4.1061049439012995 7.6435895860195151 3.0477662868797761 21.149251138791445 4.0835693608969441 145.53809659555554 52.257565259933472 14.80907873995602 79.330251477658749 5.1528848633170128
leaf_count=86 38 50 114 83 68 100 23 51 84 49 62 33 107 49 21 419 45 127 44 110 75 49 43 18 25 33 58 235 44 35 37 29 58 79 60 64 33 54 49 76 70 269 89 46 45 38 388 33 64 124 35 642 38 49 26 192 56 1270 401 155 513 56
internal_value=-0.00161295 -0.0056062 -0.00283034 -0.000720446 -0.0117432 0.00917078 -0.0067477 -0.00036518 -0.00140887 0.00248534 0.00328228 -0.0054779 -0.00734255 0.00427741 -0.0101295 -0.0155837 0.00236578 -0.0129774 0.00941373 -0.000901805 -0.00138755 0.00140927 0.0181431 -0.0150984 0.00207864 0.00142816 -0.00972513 0.00243769 0.00303242 0.00654723 -0.00148199 -0.0101584 -0.00452435 0.0060643 0.000660819 0.0121202 0.0198244 -0.00163681 0.00164472 0.00384766 0.00031381 -0.0032033 0.0137838 0.011736 0.00171007 0.0147563 -0.0173932 0.00280379 -0.0008187 0.00308375 0.00724079 0.00114331 -0.00239464 -0.00219555 -0.00643033 -0.00209651 -0.00614445 -0.00158355 -0.00195823 -0.00628551 -0.000636527 -0.022898
internal_weight=818.611 148.118 115.294 670.493 20.2079 11.3175 69.7091 650.285 477.616 172.669 165.663 66.7788 59.7958 11.1302 48.6656 30.1973 156.638 19.3522 6.983 458.264 429.347 146.069 9.02454 32.8243 140.633 135.285 10.5922 124.693 45.5849 31.6735 12.596 7.63785 13.9113 28.9168 17.9433 19.0775 9.39728 423.146 77.8585 68.8039 51.3509 38.9699 17.453 12.3809 30.9196 10.5692 29.1069 7.93548 18.4683 120.963 37.337 83.6259 345.287 341.181 41.6028 33.4021 25.2328 299.579 291.935 67.0666 224.868 8.20065
internal_count=7516 1668 1212 5848 251 168 874 5597 4108 1489 1438 851 774 156 618 440 1346 211 77 3897 3672 1246 92 456 1201 1152 91 1061 338 236 101 64 102 225 139 135 71 3597 731 682 517 368 165 149 314 100 406 79 178 1036 270 766 2866 2828 440 358 248 2388 2339 556 1783 82
is_linear=0
shrinkage=0.03


Tree=102
num_leaves=63
num_cat=0
split_feature=32 31 13 34 47 32 31 58 32 25 28 0 0 45 27 32 32 31 31 32 32 3 50 0 42 0 50 3 27 3 1 17 3 5 1 42 3 43 0 11 1 1 1 43 43 31 50 21 11 28 32 25 13 3 42 50 31 11 0 32 42 42
split_gain=3.40267 4.08026 3.38752 3.5666 3.12349 3.04056 3.07431 2.95853 5.7167 3.20671 4.30131 2.87267 4.03912 2.79361 2.56462 11.4638 2.14447 2.10669 3.54694 2.09312 2.78576 1.99586 2.33243 1.53831 1.50731 4.37145 2.82122 1.53689 1.63789 2.86472 2.28003 2.18813 2.87138 3.05413 2.14969 1.86132 1.77432 2.30835 3.83694 2.0453 1.90358 5.0497 1.85151 1.68152 1.52741 1.89418 1.49303 3.79817 2.20808 1.77445 2.26742 3.37312 3.71483 2.9969 2.87717 2.00823 2.09099 2.01393 1.84254 1.93831 1.78182 1.83523
threshold=0.15000000000000005 0.2950000000000001 0.90000000000000013 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 0.16500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.17500000000000002 0.16500000000000004 0.16000000000000003 1.0000000180025095e-35 0.18500000000000003 0.33500000000000002 0.5375000000000002 2.8153069638604364 1172.0000000000002 5.1200721840520744 51.500000000000007 1.0000000180025095e-35 0.61250000000000016 1.0000000180025095e-35 0.13100686498855837 4.6345953588972035 1.5000000000000002 0.1012820512820513 0.033908045977011504 4.5845731102501741 3.7574466511864686 0.10762548262548265 0.074999999999999997 34.500000000000007 0.93860674117103537 4.8218426205347829 4.6186198135562337 4.8992177298359794 0.074999999999999997 -0.27499999999999997 0.16000000000000003 3.4150731631156739 0.42197135395913399 0.86640860664678465 1.0000000180025095e-35 0.17500000000000002 1.0000000180025095e-35 0.90000000000000013 0.48750000000000004 3.7044269646841417 2.2053316966240444 1.0000000180025095e-35 0.7724841377934476 49.500000000000007 0.18500000000000003 4.883552937674458 4.5831513229706227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 11 17 -5 6 -6 16 -9 -10 14 12 -1 -14 19 -16 -2 18 -4 -11 -21 22 -22 46 25 27 -26 28 31 30 -30 32 -13 43 35 -31 44 40 -39 -40 41 -38 -42 -34 -33 -46 49 48 -48 50 54 53 58 -52 -18 -51 -57 60 59 -53 61 -58
right_child=1 -3 3 4 5 -7 -8 8 9 10 -12 24 13 -15 15 -17 23 -19 -20 20 21 -23 -24 -25 26 -27 -28 -29 29 34 -32 36 33 -35 -36 -37 37 38 39 -41 42 -43 -44 -45 45 -47 47 -49 -50 55 51 52 -54 -55 -56 56 57 -59 -60 -61 -62 -63
leaf_value=0.0044842474927503807 0.014904633108925836 -0.031236496483101839 0.019786998408438502 -0.016646097051242696 0.0019629874791081366 -0.0054852569006611698 0.03031636057482864 -0.026244132974958357 0.011224679682776949 -0.01771950312388354 0.020123818010341618 0.02625087216228723 0 -0.030696984681742312 0.047442559581526808 -0.017411308111886691 -0.012789460740016488 0.029984007337564952 -0.012010681217677979 0.003930495696446829 -0.032857098754217585 0.0042445803290710885 -0.0058518807520055007 -0.019406368191029224 0.032819976123791561 -0.02513899805774682 -0.00063093900751823881 -0.014933526358565291 -0.016729506667494315 0.0079538416603188965 0.0029895513641444008 0.0060176245403639446 0.0093120501629653189 -0.018275549155763064 0.023381889763745917 -0.0088743202759590349 -0.0025411908036619361 0.02492225006753563 -0.00050461160430602565 0.019105593110240598 0.023992555572636066 -0.024728035007951218 0 -0.0079474467898434219 -0.022174915665576667 -0.0049455556805940142 -0.017453357800029247 0.017744735360344096 0.0038695220848917037 -0.0071689468848663484 -0.0053723290217985338 0.011386722409465137 0.033088578865758132 0.017321938045334911 -0.0008047691424022599 0.021528853616366826 -0.0029376395051213117 0.015219173973209477 0.022107328094795483 -0.0037004046208132038 -0.018119939653125621 0.015508862383974328
leaf_weight=7.9993471428751954 6.5471042208373538 4.6101582795381537 9.0927033293992299 6.8243861049413672 8.3674742467701417 11.224916126579046 6.3480174802243718 13.064480163156984 9.4651474580168706 26.821189949288964 4.5932650193572035 5.082387436181306 3.6038088090717784 9.1133060455322266 3.49819617718458 6.9839619044214487 34.631767677143216 7.4060027953237286 4.3739290535449973 13.610270060598852 6.1729733385145682 3.5681075640022746 6.6312685944139957 4.4320432692766181 3.3598966486752015 6.1237647309899321 5.3211572244763374 5.8651161827146998 8.5773515924811381 39.048985064029694 12.167654875665901 4.8262138664722469 25.983368609100584 5.2201895900070658 7.1312340497970572 6.4758074581623069 98.955757938325405 6.6251467466354361 56.087876904755831 4.9912105202674857 3.8476152159273616 10.129614260047672 10.253442678600548 5.7702356502413741 9.5677841380238551 17.407582975924015 19.507541077211506 3.9505322054028502 4.9816487655043593 11.269610600546001 69.185734361410141 11.202081963419912 4.251266745850443 5.3711976632475844 39.820390313863754 7.1585593149065962 14.750534225255256 9.5049597322940809 4.1873688064515582 22.588035739958286 4.2368094250559798 6.7825146839022628
leaf_count=50 63 51 126 49 85 98 198 251 61 358 31 45 27 103 33 118 309 304 42 107 98 45 111 57 64 81 56 37 56 279 90 37 211 38 77 45 730 55 410 40 32 61 91 38 69 122 173 34 38 84 561 72 86 36 366 74 108 72 58 137 27 51
internal_value=-0.00156718 -0.00362592 0.000241895 0.00729474 0.000901953 0.00584005 0.0148389 -0.00325772 -0.00787134 -0.00478982 -0.00700717 -0.000742355 -0.0115523 -0.0220173 -0.00900232 0.00415363 -0.00170043 0.0169413 0.00899554 -0.0115413 -0.00573502 -0.0140824 -0.0196377 -0.00212378 -9.54449e-05 -0.000421361 0.0120878 1.55552e-05 0.00030125 0.00427288 -0.00495904 -0.000779624 0.00544259 0.00229505 0.00802851 0.0054005 -0.00198546 -0.000853574 0.00354728 0.00105709 -0.00332278 -0.00469784 0.00681202 0.00595779 -0.00854437 -0.0113956 -0.00180768 -0.00831929 -0.0128766 -0.00102098 -0.00239325 0.000166922 0.00697137 -0.00361517 -0.00647921 0.00374515 0.00680452 0.00354275 0.00373258 0.00116232 -0.00061699 0.00268584
internal_weight=816.552 383.379 433.173 53.6374 32.7648 25.9404 14.7155 378.769 94.4089 81.3444 71.8792 379.536 20.7165 12.7171 67.286 10.4822 284.36 20.8726 13.4666 56.8038 29.9826 16.3723 12.8042 277.813 358.819 350.138 8.68105 344.015 338.149 73.401 20.745 264.748 42.0562 36.9738 52.656 45.5248 222.692 190.891 67.7042 61.0791 123.186 109.085 14.1011 31.7536 31.8016 26.9754 273.381 28.4397 24.4892 244.941 191.238 116.786 42.2288 74.5569 74.4522 53.703 42.4334 35.2748 37.9775 33.7901 25.7699 21.533
internal_count=7516 3670 3846 902 430 381 283 3619 1213 962 901 2944 180 130 870 151 2406 472 168 719 361 254 209 2343 2764 2644 120 2563 2526 547 146 1979 332 287 401 324 1647 1419 505 450 914 791 123 249 228 191 2286 245 211 2041 1625 950 353 597 675 416 332 258 267 209 186 159
is_linear=0
shrinkage=0.03


Tree=103
num_leaves=63
num_cat=0
split_feature=26 58 40 43 33 43 43 26 1 42 12 1 11 42 43 53 1 3 43 1 27 26 1 26 3 25 11 24 1 13 3 35 13 12 3 3 36 11 3 1 43 26 1 37 3 42 11 26 27 42 12 11 1 26 26 36 3 1 11 3 11 11
split_gain=4.28711 2.75563 4.13855 2.65538 4.53862 3.1568 2.73267 2.21997 2.55724 2.17819 7.08532 5.35337 2.61033 2.59128 1.97765 2.61722 2.4703 2.74499 6.80965 1.88923 1.86526 2.33962 1.82235 3.80359 1.81451 2.9483 3.94375 3.30416 2.54908 2.75281 2.00211 1.81616 2.37223 2.23894 2.06318 3.807 2.17704 1.64256 1.59636 1.57983 2.80303 1.41596 1.36812 1.4892 1.35284 1.29756 1.8384 1.27747 1.2597 3.05653 1.7427 1.88133 2.02795 1.65301 1.51259 1.25647 1.24376 1.70777 1.22616 1.22159 1.16186 1.1529
threshold=14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.52499999999999991 1.0000000180025095e-35 -0.22499999999999998 1.0000000180025095e-35 9.5000000000000018 3.5368030955064285 5.1200721840520744 0.52500000000000013 5.1986615277024022 0.80039597484269975 4.9725856982405903 0.074999999999999997 1.0000000180025095e-35 3.388574463632382 0.12060606060606062 0.25000000000000006 4.420773815517415 1.0000000180025095e-35 6.5000000000000009 3.4904342711995948 12.500000000000002 0.1012820512820513 1.0000000180025095e-35 0.75449491438277516 1.0000000180025095e-35 4.6641525978018654 1.0000000180025095e-35 0.11651583710407241 1.0000000180025095e-35 1.0000000180025095e-35 0.52500000000000013 0.17274535809018571 0.1568375422148294 1.0000000180025095e-35 0.73123937035896569 0.46250000000000008 3.4334948141752979 -1.0000000180025095e-35 6.5000000000000009 4.5845731102501741 1.0000000180025095e-35 0.082207207207207214 3.4150108188193578 0.84486531605434378 10.500000000000002 1.0000000180025095e-35 3.4844894294556341 0.57500000000000007 0.75611338215075197 4.3751111872189599 12.500000000000002 7.5000000000000009 1.0000000180025095e-35 0.38750000000000007 3.6942656022803053 0.89434175043234621 0.15752905020251315 0.70194729965171965 0.73195602022507955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 5 20 41 8 -4 11 12 14 -11 -13 15 22 -16 18 -18 47 21 -5 23 39 25 27 44 28 -24 -30 61 34 33 -33 35 -32 -36 -34 -22 45 -41 -7 43 -29 55 46 -1 -17 50 -50 51 52 54 60 -19 -27 -8 58 -58 -54 -51 -26
right_child=-2 2 7 4 -6 6 56 -9 -10 10 -12 13 -14 -15 16 19 17 48 -20 -21 38 -23 24 -25 30 26 -28 42 29 -31 31 32 37 -35 36 -37 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 49 53 -52 -53 59 -55 -56 -57 57 -59 -60 -61 -62 -63
leaf_value=0 -0.029601886892073506 0.023122838790038125 0.0096206832177833917 0.01621555515140391 -0.024345274196922864 -0.0022496227931789472 0.018034369829051222 -0.026122199813493598 -0.014228623691853291 0.0067213791591167697 0.035231268727718208 -0.029879564722460249 -0.023765761345431822 0.0032844781192404222 -0.018747063383438345 0.012291085556339365 0.022005750677790998 0.01616048541926238 -0.010939764585062992 -0.01996000304231247 0.022280581337340101 -0.0025527383879053781 -0.019043544646376323 -0.020143189720928593 -0.0056929124949395959 0.023241166958717609 -0.0079851477090650564 0.0060016167742315846 0.020564254378748252 -0.0099008126470774178 -0.004148349464903116 -0.010775508817699189 0.016480381675602045 0.0091346188253224898 0.00037064500860494392 -0.022931923232290052 -0.0066067396606517333 0.0013159005180876453 0.00043990993681147528 0.034100582318957857 0.0044449721764137154 -0.020133892820298649 0 0.02995521242450859 0.034565576794908966 -0.0088508710782299587 0.024123083490974716 -0.011845031982323534 0.036604712604612323 -0.0055818639297553294 0.017172659913923794 -0.0011441012515733199 0.01955023467452351 -0.0104893182459665 -0.007331153661509611 0 0.0020963000031157552 0.010168570831899922 -0.020016108686359262 0.0032870497251879754 0.012417346005123888 -0.026961061987144333
leaf_weight=7.4397073555737787 4.6862025726586571 3.3223843276500693 4.8518710806965855 6.7235191427171221 8.2588139511644822 6.5173828303813961 2.9401722177863148 10.486808469519017 16.717821583151817 5.9982740208506602 6.1302499808371058 8.1051612403243762 3.8969904333353043 2.380121983587741 4.5914696864783755 3.487711954861882 6.7633512821048489 3.0224330984055987 28.43212410248816 11.38390940800309 6.9810106046497804 43.559233035892248 12.093871381133797 4.1353980917483559 6.7233843654394132 4.1698716841638106 5.198255166411399 12.833214171230791 3.8791206181049329 7.4796626623719931 56.826304372400045 14.854852247983219 13.528763610869648 7.2144443169236174 147.91543899849057 11.923396518453954 54.38687040656805 13.931988606229423 6.2024680636823177 5.2981196790933609 7.3067766185849887 15.266476871445773 26.374598167836666 3.0628794338554135 5.0767827928066254 5.0163405779749146 4.2276809513568878 4.0238049104809761 3.4417332932353046 3.2031102329492631 7.3874920904636374 58.13851572945714 12.381365329027178 3.8561524208635083 9.8032486699521524 3.6657878775149584 3.0158143714070302 4.9998827353119841 5.2820417284965515 7.8314687907695761 20.568404491990805 4.433463167399168
leaf_count=57 87 27 49 54 117 60 37 221 182 71 102 115 27 27 32 33 70 43 233 124 69 412 101 33 50 44 41 123 27 71 543 104 182 47 1125 98 442 144 47 44 57 240 233 31 62 35 33 49 29 36 55 424 123 30 118 33 31 46 51 85 173 27
internal_value=-0.00152545 -0.00134812 -0.00509462 -0.0023228 -0.00318835 -0.00136316 -0.00821504 -0.0146103 -0.00854926 -0.000518731 0.0103119 -0.000799022 -0.00492381 -0.0218694 -0.000436203 -0.00144966 0.00232573 0.00297109 -0.0043507 -0.0123548 0.00266038 0 -0.000972083 0.00570907 -0.00152636 0.00237622 0.0130355 -0.000500669 -0.00956636 0.00015998 -0.0025315 -0.00206983 0.00314409 -0.00397388 -0.00304632 -0.00755011 -0.0014802 0.00906886 0.0126136 0.0096746 0.0177164 -0.0151253 0.00440925 0.0113046 0.0219483 0.0031056 0.00881434 0 0.0050088 0.0103504 0.00324673 0.00201762 0.00773528 0.00662458 -0.00117148 0.0123699 0.000761567 -0.00282362 -0.0114132 0.0136369 0.0097154 -0.0149986
internal_weight=813.636 808.95 145.126 113.069 109.747 101.488 38.0218 32.0565 21.5697 663.824 16.0255 647.799 9.89526 10.4853 637.313 467.892 169.421 164.829 35.1955 18.8954 63.4662 50.2828 448.997 33.424 415.573 83.834 18.1107 65.7233 23.4527 11.3588 331.739 320.582 49.53 22.0693 271.052 68.7497 202.302 27.4608 13.1835 29.2886 12.6049 21.7839 42.2707 15.8961 12.9124 16.6837 11.6674 7.51152 129.634 31.0694 98.5645 91.177 33.0385 27.6277 12.8257 7.83566 16.2379 13.2977 8.29786 20.2128 23.7715 11.1568
internal_count=7516 7429 1643 1191 1164 1047 465 452 231 5786 200 5586 98 142 5444 3993 1451 1419 303 206 582 466 3787 259 3528 766 180 586 199 98 2762 2685 477 151 2208 641 1567 326 116 226 101 300 387 154 139 125 90 82 1116 268 848 793 369 239 161 77 165 128 82 208 209 77
is_linear=0
shrinkage=0.03


Tree=104
num_leaves=63
num_cat=0
split_feature=54 26 58 40 0 49 42 33 37 26 32 31 26 42 27 31 32 1 13 25 32 31 0 42 36 2 27 9 26 5 13 0 25 31 31 42 37 26 26 42 27 49 26 26 31 0 9 5 5 21 42 49 49 21 34 26 42 1 42 31 49 26
split_gain=4.55379 4.18 2.88072 3.96864 2.8901 12.2254 11.7634 2.46765 2.99078 3.45508 2.22286 3.76566 2.19462 2.67031 2.06922 2.1971 1.87523 1.71045 1.31202 17.2962 8.51776 9.35709 3.7377 10.0387 4.05657 5.71279 4.20046 3.54176 3.40165 2.96099 2.90469 7.87566 5.82387 4.39937 4.30473 2.96677 2.84709 2.11055 2.09924 2.6757 1.94672 1.74696 1.72676 1.67655 1.58886 1.70273 1.53708 1.68969 1.66758 1.26535 1.23335 1.19824 1.06957 1.05622 0.944015 0.885229 0.864993 0.850315 1.28699 1.75161 0.848018 0.825121
threshold=1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 51.500000000000007 0.19000000000000003 5.0009086044551614 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 0.18500000000000003 0.16000000000000003 9.5000000000000018 3.5065212271721315 1.0000000180025095e-35 0.16000000000000003 0.17500000000000002 5.1200721840520744 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.16000000000000003 39.500000000000007 3.9303249852141158 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.37500000000000006 7.5000000000000009 0.18469785575048733 1.0000000180025095e-35 49.500000000000007 1.0000000180025095e-35 0.12000000000000002 0.16000000000000003 4.181470986641096 1.0000000180025095e-35 13.500000000000002 6.5000000000000009 3.6638973579944181 1.0000000180025095e-35 0.34500000000000003 12.500000000000002 7.5000000000000009 1.0000000180025095e-35 27.500000000000004 0.22500000000000003 0.22361111111111112 0.3133928571428572 0.36285815454412707 4.4569558664948525 1.0000000180025095e-35 0.15500000000000005 0.42809916640504742 1.0000000180025095e-35 4.5000000000000009 4.352747819918128 3.6065212271721316 3.7967622390330522 0.12000000000000002 1.0000000180025095e-35 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 17 -6 -7 8 9 -4 11 53 13 -5 -11 16 -16 18 22 20 21 28 23 29 30 26 42 44 36 -1 34 -32 33 -33 35 40 54 57 39 -36 -24 -40 52 -29 -25 -46 47 -31 -49 -28 -47 -37 -26 -10 -20 -38 -45 -22 59 -59 -60 -30
right_child=-2 -3 3 12 5 6 -8 -9 10 14 -12 -13 -14 -15 15 -17 -18 -19 19 -21 37 -23 24 27 25 -27 49 43 61 46 31 32 -34 -35 38 51 55 -39 41 -41 -42 -43 -44 56 45 50 -48 48 -50 -51 -52 -53 -54 -55 -56 -57 -58 58 60 -61 -62 -63
leaf_value=0.023293907802419456 -0.030917992775819456 -0.02946721600687785 0.019363579455757375 0.014522901903914372 -0.038220334562990725 -0.027227930996945926 0.035168652690052218 -0.016623978991453729 -0.022072252720051699 -0.0032016224933930498 0.0043329503963988195 0.0079577760659759918 -0.025951930137392207 -0.01313364739804586 0.033287019398826001 -0.0014872329280393322 0.0017533643762555884 0.013193243748837711 0.033033304347256646 0.034558192262937763 -0.019696897488947679 0.03091700228826498 0.0094402575177897404 -0.026636680002293567 -0.0076686289052534445 0.013366755139105386 -0.0010238598674071498 0.014906316782211491 -0.0064077911037461327 -0.015485008325689427 -0.034749165643607895 -0.015811956444455117 0.0361594460078246 0.0041502591080423337 -0.018434671366583024 0.030831265880907944 -0.015530100322433012 0.0079909386023093339 0.0028611635300476892 0.00637547459941421 -0.0027924208698610663 -0.015033965179559568 -0.02952964277624924 0.0028751388672309938 -0.00023298191402086648 -0.0081677760455031237 0.011592731069059286 0.0056854678558094151 -0.0044605057391013869 0.017065936066652625 -0.030111201646145162 0.008630721246041223 -0.019034861216000919 0 0.0077072632290218464 0.002990365026128124 -0.013329570353701229 -0.010943777722285074 -0.010297019567984778 0.012253036339014298 -0.0014327790453359706 -0.031106669357795699
leaf_weight=5.0568627156317225 4.5209714956581584 4.5320778284221879 9.3543448075652105 3.4323084689676824 8.5173078794032353 4.3739045076072198 6.3602217435836792 9.6626178547739965 16.447040051221855 46.06041431427002 8.3957804013043624 5.4392027854919425 10.243935465812681 18.010298281908035 4.3353133648633939 7.3969246745109558 3.4313636273145676 8.6110037863254529 3.23078202828765 13.427743280306457 5.278266727924346 13.3480088096112 55.554985910654068 19.166240882128477 42.519208606332541 12.411698101088403 7.0172921270132047 3.3487465605139723 3.5760232731699935 6.8443536087870589 6.2941856235265723 14.834935277700422 3.5901000797748557 28.443027202039957 10.317085169255732 7.5873386412858945 3.5685018375515938 8.0816996023058874 123.8830403611064 5.6451266258954993 13.84040457010269 4.8280992433428755 4.790223889052867 3.5379843302071086 6.8429161123931435 5.6827774345874769 8.840478487312792 26.122797168791294 32.466981261968613 5.727353572845459 5.7316077798604965 4.5629393234848976 10.468496702611445 2.2467788755893698 3.7225109077990055 4.9468582533299923 8.7328635156154615 4.7224066071212274 47.99996504560113 6.7328399568796158 14.318053066730497 2.8308538347482681
leaf_count=42 64 86 74 34 83 68 100 130 210 458 105 41 221 197 46 48 45 101 45 270 42 501 377 222 307 120 46 27 52 38 49 111 43 297 58 56 29 56 836 38 86 29 76 40 44 50 56 163 188 42 45 30 71 34 29 44 114 41 370 56 113 22
internal_value=-0.0014824 -0.00130251 -0.00112874 -0.00496453 -0.000276705 -0.0116702 0.00916179 -0.00225454 -0.00082026 0.0025846 -0.00836182 -0.0130242 -0.0143464 -0.00833615 0 0.00950531 0.0205022 6.06645e-05 -0.000113313 0.00248559 -0.00103584 0.011315 -0.000839509 -0.00515524 0.000722699 -0.00507236 -0.00843103 -0.0152428 -0.000545766 0.00153551 0.00246682 -0.00377562 0.000386508 -0.0025957 0.00396235 0.0094725 0.00679239 -0.00611182 0.000806332 -0.00931887 0.00691331 0.00212107 -0.0119016 -0.00274503 -0.0202573 -0.0130191 0 -0.00160185 0 0.00678013 -0.0200318 0.0232546 -0.0100901 -0.0194663 0.0209081 -0.00426078 -0.00820506 -0.00764583 -0.00665157 0.0021517 -0.00836746 -0.0188403
internal_weight=811.846 807.326 802.793 144.456 658.337 19.2514 10.7341 112.77 103.107 70.5784 32.5288 24.133 31.6865 21.4426 61.224 15.1636 7.76668 639.086 630.475 135.785 122.357 35.2235 494.69 132.375 362.316 82.9343 70.5226 53.0431 21.8755 79.3315 279.381 53.1622 46.8681 43.278 226.219 81.5457 15.4687 87.1332 144.673 15.9622 69.3954 128.711 57.7779 15.6196 37.4235 18.2573 74.2746 65.4341 58.5898 12.7446 11.4144 12.1503 52.9877 18.6938 6.95329 8.51536 12.2708 79.0515 73.7733 11.4552 62.318 6.40688
internal_count=7516 7452 7366 1643 5723 251 168 1191 1061 671 390 285 452 231 597 139 91 5472 5371 1670 1400 722 3701 1029 2672 662 542 542 221 487 2010 500 451 408 1510 549 147 678 961 96 463 865 454 181 361 139 445 389 351 88 95 86 378 244 74 73 154 622 580 97 483 74
is_linear=0
shrinkage=0.03


Tree=105
num_leaves=63
num_cat=0
split_feature=54 26 31 26 25 28 50 26 27 32 25 42 32 26 26 45 25 25 32 2 32 32 4 43 4 4 11 32 32 50 45 13 32 37 3 13 4 42 43 32 3 2 45 32 1 11 11 50 1 50 50 26 35 1 1 50 50 50 50 43 9 26
split_gain=4.40961 4.05165 2.73914 7.76545 5.50574 3.47174 4.15314 3.16518 6.07069 6.63571 7.30037 6.85715 4.40789 3.87977 3.13722 3.59754 5.21129 4.88869 2.94947 3.63785 7.12525 3.31127 3.22565 3.21054 2.44537 2.64624 2.37195 2.26222 2.19253 1.73421 1.73305 1.72599 11.7411 1.66069 2.91387 2.37345 2.12276 1.98127 2.17805 1.65152 1.62787 1.62729 2.03507 1.61975 1.56529 1.56463 1.52162 2.02274 1.9373 1.45532 2.00296 1.4393 1.37065 1.3606 2.63411 1.3389 1.28168 1.2298 1.20863 1.46625 2.31608 1.52311
threshold=1.0000000180025095e-35 14.500000000000002 0.16000000000000003 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.3723414149732767 6.5000000000000009 1.0000000180025095e-35 0.17500000000000002 1.0000000180025095e-35 4.6541690268001608 0.32000000000000012 11.500000000000002 11.500000000000002 0.69117647058823539 1.0000000180025095e-35 1.0000000180025095e-35 0.17500000000000002 2.5000000000000004 0.16500000000000004 0.15000000000000005 0.32697368421052636 0.17500000000000002 0.30901856763925734 0.35214626391096987 0.71154260306773509 0.15000000000000005 0.53500000000000014 2.7815080780430619 0.97500000000000009 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.11651583710407241 0.90000000000000013 0.31142241379310348 3.310152402865298 -1.0000000180025095e-35 0.15000000000000005 0.41250000000000003 3.5000000000000004 1.5000000000000002 0.17500000000000002 3.6855547771300552 0.76801493146068267 0.8784157257684102 2.4194005465518993 3.5855547771300551 2.9242685963818378 2.7040907083446837 11.500000000000002 1.0000000180025095e-35 4.6671121786567591 3.9153115322251026 2.4194005465518993 2.8153069638604364 3.3973861251426389 3.9808339139237336 0.52500000000000013 0.17500000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 31 7 24 33 9 10 13 26 14 -9 15 17 -17 -11 19 20 21 -10 23 29 46 -26 39 -28 -14 -20 -27 58 -33 35 -35 37 -36 -1 52 -12 -40 -21 55 -8 -31 -24 47 -7 -48 50 -34 -44 -39 54 -51 -43 -30 -38 59 61 -61 -4
right_child=-2 -3 4 -5 -6 6 43 8 18 12 11 -13 28 -15 -16 16 -18 -19 22 41 -22 -23 45 -25 25 30 27 -29 56 44 -32 32 49 34 36 -37 57 38 40 -41 -42 42 51 -45 -46 -47 48 -49 -50 53 -52 -53 -54 -55 -56 -57 -58 -59 -60 60 -62 -63
leaf_value=0.020375072235713106 -0.03075828716831612 -0.029344729183033817 -0.0067550006544548355 -0.030917909339591796 -0.030941146776693008 0.0018334354953919742 -0.0022065326037204454 -0.033423645038563057 0.013965002721571499 0.021856761383087599 -0.0061538149295958184 0.024457104144795943 -0.030593448579247954 -0.01002152326663037 -0.027976536754620633 -0.01095024097231985 0.016853899645969523 0.00045259409742628721 -0.028571907996610565 -0.018225759248582604 0.02974106076997142 -0.016542786417663151 0.016880901864553176 0.014081205538022957 -0.016326657467157508 -0.012321935647237195 0.00052154127885704112 -0.015534471302167356 -0.020235798320459731 0.0054345342926940396 0.0096391184315586416 0.030838565659975246 -0.00054297342289942585 -0.02119904614603408 -0.0039689111092984725 0.020521875837927257 0.00021573034890034161 0.015668962571020444 -0.013489381205508697 0.017823884087776076 0.0016889470531704163 0.0059123809477756115 0.027233410003434169 -0.0273595185391033 -0.018951204367753122 -0.0065711620948528211 -0.0068786702819134959 0.030609568011635804 0.014029931454854167 -0.0056343517661737452 -0.022888320207551209 0 0 -0.0069070369612513494 0.021261924788859486 -0.014414572031520603 0.0067167741596224741 0.018934948655378432 0.014785376632334767 0.030151169889487007 0 0.00056598180810166535
leaf_weight=4.6509933173656455 4.4108168072998515 4.4170390442013732 28.374017750844359 8.385121285915373 4.5876183696091166 3.6869584657251853 6.4205648917704803 19.63558729365468 5.9318419359624386 14.015373848378657 6.6362702846527082 5.2568976059555999 6.4727776646614057 10.999971199780704 3.1657755561172953 29.846699375659227 7.2836863081902257 31.493238594383001 7.5689480341971018 4.2093663625419167 13.161493184044957 6.4118155799806118 6.5343126505613309 3.0342417620122424 5.9332721121609238 3.5047015063464668 8.6654959134757501 45.551783725619316 2.4439778998494148 3.8540785145014507 18.816647537052631 13.009352579712866 11.013366132974626 6.4352931939065448 34.536883924156427 7.3288712017238131 7.0816857814788801 9.3580482788383961 12.322422226890923 3.8304952457547188 11.606969907879828 4.3834990262985247 3.5755123719573012 4.0512534454464912 4.7702829465270042 3.5392524674534798 5.3379997164011028 7.9046148657798767 12.017120525240896 5.328955218195917 5.6424489989876738 3.965547189116478 10.752380570396781 6.7754478901624671 7.0911145061254501 6.7191997319459915 3.3859094213694334 6.6885830108076334 5.0442843288183203 3.5469924286007863 6.3130434080958366 239.53688376769423
leaf_count=32 64 86 191 148 56 28 53 222 44 97 85 66 118 102 66 267 98 297 71 29 106 89 55 31 51 28 62 504 39 51 177 502 79 48 258 99 67 74 94 38 86 40 62 27 44 26 33 71 87 37 37 36 92 49 53 45 51 63 42 28 57 1778
internal_value=-0.00144643 -0.00127052 -0.0011006 -0.0025999 0.000946992 -0.00205123 0.00417123 -0.00315611 -0.00487655 -0.00766106 -0.0130794 -0.00756871 -0.00203002 -0.025335 0.000325495 0.00154706 -0.00527424 0.00724253 0.00217164 0.0067664 0.0145355 -0.00141479 -0.0052026 -0.012487 0.00742205 0.000896824 -0.0103313 -0.0128655 -0.0186809 -0.0179423 0.00584577 0.00142452 0.00662927 0.00108325 -0.00255765 0.00474431 0 0.00217254 3.11452e-05 0.00222841 -0.00592549 -0.00169494 0.00187279 -0.0128301 -0.00749752 0.0080897 0.0135356 0.0221519 0.00725209 -0.00211146 -0.00865057 0.0139423 0.00740291 0.00328382 0.00933997 -0.00589575 -0.00388353 0.00987854 0.000500066 0.00020861 0.011463 -0.000191454
internal_weight=808.255 803.844 799.427 463.164 336.264 454.779 67.6731 387.105 276.343 198.684 100.577 69.9409 98.1074 30.6356 85.8048 82.639 37.1304 45.5086 77.6594 48.3583 25.5052 12.3437 29.3011 19.2276 57.2013 28.2546 64.684 54.2173 12.3027 16.1933 22.3213 331.676 48.8607 110.762 54.7424 56.0197 48.3072 48.6908 44.0398 10.4668 23.9294 22.8531 18.6438 10.4718 8.62436 10.0736 28.9467 11.5916 17.3551 35.8513 16.6558 7.54106 20.1104 19.1955 12.4201 11.1027 5.82989 13.7703 282.815 277.771 9.86004 267.911
internal_count=7516 7452 7366 4457 2909 4309 555 3754 2841 2112 1079 755 1033 324 825 759 365 394 729 451 239 133 278 197 475 256 689 566 208 166 205 2853 757 913 436 477 388 378 346 123 180 212 183 80 95 81 219 99 120 255 116 98 166 139 90 85 90 130 2096 2054 85 1969
is_linear=0
shrinkage=0.03


Tree=106
num_leaves=63
num_cat=0
split_feature=26 31 26 25 28 1 50 58 31 26 32 26 32 25 26 21 42 46 32 25 50 26 4 29 3 1 50 3 11 11 4 42 1 50 11 3 50 35 50 3 3 3 50 42 42 32 45 5 4 21 11 47 50 1 53 31 42 42 1 29 31 3
split_gain=3.90942 2.7005 7.5163 5.26507 3.20457 3.92733 4.5528 3.42209 4.39704 4.46403 8.4292 4.16775 3.41893 8.13555 6.60755 2.33673 2.27228 3.03719 2.15776 2.76488 2.09816 1.93311 1.87617 1.79132 1.70156 2.02598 1.79467 1.61077 1.59438 1.60427 1.56184 1.58971 2.79721 1.42726 3.59022 2.75616 2.35015 1.83363 1.50605 1.23805 2.02496 1.61445 2.1444 3.78872 2.937 2.17891 5.20796 8.3753 3.50186 3.71621 3.95539 2.7031 3.85278 2.43334 2.25891 2.17923 4.17452 1.83364 3.08195 2.90476 3.59844 1.67901
threshold=14.500000000000002 0.16000000000000003 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5131377898343916 3.3723414149732767 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 0.16500000000000004 9.5000000000000018 0.16500000000000004 1.0000000180025095e-35 9.5000000000000018 0.42354256669754398 5.0186495125046582 1.5000000000000002 0.15000000000000005 1.0000000180025095e-35 1.7585441243211084 7.5000000000000009 0.27475490196078439 1.5000000000000002 0.14636377836788436 3.578938214467795 2.8625437813686543 0.56250000000000011 0.74390579906832077 0.68816001945609639 0.41373798394920192 3.6195884966423413 4.6858418598895959 2.4194005465518993 0.87579466157694208 0.29864864864864871 1.9276964374892214 1.0000000180025095e-35 3.0678793895128593 0.61250000000000016 0.58750000000000002 0.48750000000000004 1.7585441243211084 5.0315115408785305 3.6539288864799304 1.0000000180025095e-35 1.5000000000000002 0.01941930618401207 0.41992677969876674 0.30620729234863353 0.87024954435563784 3.5000000000000004 3.3973861251426389 3.5368030955064285 1.0000000180025095e-35 0.2950000000000001 3.6369291764904044 3.6638973579944181 3.6339835643916452 1.5000000000000002 0.28500000000000009 0.1012820512820513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 39 7 -6 24 8 15 22 -11 -12 18 -14 21 16 17 30 19 -9 -18 -15 -10 -21 26 -26 28 -16 29 -7 -1 -32 -33 34 36 37 -13 -35 -37 40 41 42 43 44 -3 46 48 -48 49 50 -44 -50 -53 -51 55 61 -57 58 -43 60 -59 -47
right_child=-2 3 -4 -5 5 6 -8 12 9 10 11 33 13 14 27 -17 20 -19 -20 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 31 32 -34 35 -36 38 -38 -39 -40 -41 -42 57 45 -45 -46 54 47 -49 51 53 -52 52 -54 -55 -56 56 -58 59 -60 -61 -62 -63
leaf_value=0.00097303345468439343 -0.02923610029553126 0.0044985812806799452 -0.030818155314705852 -0.030776634859943777 0.029075414899397179 -0.015507815961118296 -0.016938492998880506 -0.018655823689594897 0 -0.033109921769480105 -0.032058788509197432 0.002368536560189254 0.033394172445119115 0.015389220202018456 -0.02117377947715637 0.010951402882346584 0.034756907937604033 -0.025175320980368277 -0.025845399836575491 -0.0061965000097748101 0.0042947842697012842 -0.0020581780390655619 0.026615199480466173 0.020024187951280241 -0.0075793024055210738 0.012359212544372424 0.011390333194787558 0.0044859278634895054 -0.022319064899336886 0.0093226599397827885 0.0095084517698386922 -0.017033425286885003 0.0024613493458685168 -0.014340114376690421 -0.016304362819481635 -0.0038355899001260383 0.033002735433054778 0.0011414236096303101 0.017835653950663388 -0.015129918691473664 0.020223655022968131 -0.0013511998324095878 -0.00074617383917846363 0.022852347615830663 -0.019935555505365559 0.015640294050023484 -0.023419402089179257 0.02610539644366627 -0.0078092886112247134 0.026548248496647046 -0.023498818892697674 0.029284057710287987 -0.0046077790724609697 0.0048937598602551416 -0.022325299651382812 0.019826923296439949 -0.012258745422916339 -0.017797345065424904 -0.025484433984891055 0.013439377012006396 0.0082429867152968711 0.00092137051574941087
leaf_weight=136.22504112310708 4.3380489721894255 6.0206364691257539 8.253163415938614 4.4765258915722361 4.9293461963534346 3.7053802311420458 9.7180152982473356 13.13314476236701 5.8609511554241163 11.705939717590807 4.6892712377011767 6.2327912934124452 4.657508857548236 6.7620836347341529 22.508132806047801 18.471309095621109 2.7613874636590472 4.3855425752699366 12.376072615385054 7.1921097561717033 8.7519392631947976 30.435446336865425 3.9741404317319393 3.1710402779281139 4.9177164509892455 28.766521535813808 6.0544185955077401 1.9520669523626555 4.3955001290887585 5.6064718924462795 4.2733308505266931 16.27538983523846 10.194761617109178 24.127174988389015 4.499952256679534 4.9539048597216588 3.8537385389208794 8.6003783084452134 5.5617279559373856 3.8416020721197119 4.9378026574850074 13.753384955227377 75.519037617370486 3.0150039065629235 13.057715866714714 8.7219342738389951 3.3714180532842901 18.990624690428376 3.3212361969053772 5.2491407990455619 7.447891376912593 11.154002869501708 3.6539912559092036 46.325660966336727 4.1352265626192084 4.0637487024068859 22.020429976284504 10.330795846879488 7.6125954613089553 10.725571453571318 8.2202829495072347 37.130245488137007
leaf_count=1046 87 41 150 56 41 27 74 154 39 131 43 56 34 46 443 168 36 53 251 72 98 277 43 31 30 244 56 39 34 54 43 169 90 209 30 33 37 74 42 21 36 85 505 58 160 60 41 460 40 43 46 176 42 324 63 32 165 57 39 74 54 254
internal_value=-0.00140968 -0.00124423 -0.00273147 0.000785219 -0.00219632 0.00375727 0.00160121 -0.00325915 -0.00154382 -0.00730544 -0.00986728 -0.005328 -0.00797889 -0.00380157 -0.00680715 0.000836778 -0.000162966 -0.00106794 -0.015471 -0.0095814 0.0125818 0.00101846 0.0112421 0.00148603 0.00513468 0.00924367 -0.00159102 -0.0188629 -0.00783754 -4.54333e-05 -0.000369487 -0.00647997 -0.00933805 -0.00295405 0.00489576 -0.00575035 0.0150703 -0.0101073 0.00718538 0.00124626 0.00146492 0.00114808 0.00207447 -0.00676639 -0.0119469 0.00288097 0.00472918 0.0182314 0.00269096 0.000965808 -0.00291241 0.0150162 0.0205712 0.00730762 -0.00129414 0 -0.0069189 -0.00371996 -0.0103846 0.000977755 -0.00597363 0.00390723
internal_weight=805.367 801.029 463.933 337.097 455.68 68.0934 63.164 387.586 285.399 84.06 74.2249 62.5189 102.188 66.3152 61.6577 201.339 182.867 171.354 35.8724 23.4963 11.5133 37.1975 9.83509 10.3632 53.446 33.6842 19.7618 24.4602 13.7074 9.31185 166.969 30.7435 26.4702 57.8297 14.5865 43.2432 10.0865 32.7276 10.5156 332.62 328.778 323.841 273.198 22.0934 19.0784 251.105 175.033 22.362 152.671 134.542 82.9669 18.1292 14.808 51.5748 76.0716 71.9364 26.0842 50.6426 21.366 29.2767 18.5511 45.8522
internal_count=7516 7429 4497 2932 4347 560 519 3787 2440 737 655 524 1347 839 805 1703 1535 1401 508 257 134 323 82 103 445 274 171 482 115 81 1348 302 259 481 123 358 93 283 75 2876 2855 2819 2510 259 201 2251 1677 501 1176 918 551 258 218 367 574 511 197 309 124 185 111 314
is_linear=0
shrinkage=0.03


Tree=107
num_leaves=63
num_cat=0
split_feature=54 26 0 15 42 58 50 40 42 26 43 50 11 43 53 9 47 48 11 11 43 47 11 26 1 4 17 1 4 50 43 1 1 1 50 12 1 4 4 26 36 42 11 42 11 26 1 42 1 27 26 1 1 26 1 1 1 0 42 1 26 26
split_gain=4.24403 3.80838 2.42482 7.96184 16.5791 2.77545 4.16716 4.06097 2.49713 2.45442 2.32547 2.52224 2.24613 1.78445 2.58452 2.49404 5.01382 3.57139 3.08377 2.98854 2.67304 2.59742 4.801 2.58683 2.57082 2.56861 2.74909 2.43021 2.40605 2.22885 1.94564 1.8182 1.78665 1.72919 1.70828 1.60042 4.40181 1.57904 2.00562 1.53891 1.49672 2.50799 1.69362 1.44458 1.71149 1.41495 1.40319 1.33285 2.38496 1.30081 1.72601 1.28322 1.66915 1.19101 1.08804 0.957857 0.938156 0.896599 2.63595 2.06886 2.01762 2.16426
threshold=1.0000000180025095e-35 14.500000000000002 51.500000000000007 1.0000000180025095e-35 5.0009086044551614 1.0000000180025095e-35 2.533010400260828 1.0000000180025095e-35 3.5223737282238914 8.5000000000000018 -0.22499999999999998 3.1307312134163801 0.9011067411710354 0.074999999999999997 1.0000000180025095e-35 0.12500000000000003 3.5000000000000004 1.0000000180025095e-35 0.91667064739399207 0.93090551165006608 -0.22499999999999998 3.5000000000000004 0.88606640057007624 7.5000000000000009 3.5194678211575181 0.29099462365591405 1.5000000000000002 3.4432538023143779 0.31142241379310348 2.9242685963818378 0.17500000000000002 3.4432538023143779 4.420773815517415 4.6532757345541098 3.3723414149732767 0.17500000000000002 3.6355547771300549 0.20256410256410259 0.26201372997711675 12.500000000000002 1.0000000180025095e-35 3.7065212271721317 0.91667064739399207 3.6063254455389058 0.90941225990451124 5.5000000000000009 4.4557053684909791 3.3965620836455082 3.4467622390330521 1.0000000180025095e-35 6.5000000000000009 3.6437425525307248 3.7345066141412255 10.500000000000002 3.6885744636323818 3.6855547771300552 3.5467622390330522 49.500000000000007 4.925446285241029 4.6335050209865818 8.5000000000000018 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 13 9 10 -9 51 47 12 -12 14 15 16 19 18 21 43 -20 22 39 33 31 40 -27 -15 -25 -28 34 -18 53 -23 -29 -19 -37 -38 -39 -17 41 -26 -42 46 -45 -10 56 -8 -49 50 -50 -7 -53 -16 -51 -14 -1 59 -59 60 -32 -62
right_child=-2 -3 3 4 -6 6 7 8 45 -11 11 -13 55 27 32 17 24 35 20 -21 -22 23 -24 28 25 26 29 30 -30 -31 57 -33 -34 -35 -36 36 37 38 -40 -41 42 -43 -44 44 -46 -47 -48 48 49 54 -52 52 -54 -55 -56 -57 -58 58 -60 -61 61 -63
leaf_value=0.0035920904004274707 -0.030565894240227303 -0.0291008876138295 -0.041720839097956666 -0.029274529678821354 0.037216053941225735 -0.016452236880629346 -0.012140162394778529 0.0040436511156204148 0 -0.029017508825114901 0.022120454215114705 -0.01194855905099392 -0.015137378592014842 -0.014228183734148459 0.012022884941884948 0.0021622511425795788 -0.0063941241588544515 -0.024026871628194117 0.0015120174785138141 0.023802875408970327 0.028018804353224 0.0059455639444653367 -0.02705727535044887 0.0068517800839738643 -0.0033219836693837682 -0.019400798377844551 0.016256013392729609 0.032031537786643464 -0.00060332735937289588 -0.0067291964529623913 0.009649317245035401 0.018853489428078088 -0.019376337915621749 0.023516472933001371 0.0039944385876802746 0.020953158198671887 -0.020545121002093721 0.01279659839921346 -0.0074425291466518675 -0.015204435937189857 -0.02573327330209723 -0.017390382545516805 -0.0075368730123644753 -0.019036872318743112 0.0046508204662083176 -0.02263164816361395 -0.0061320086467970851 0.029307362392963329 0.016243708723277132 0.018055733386500752 -0.0014030381741289631 0.018570872309750051 -0.012218769175215053 -0.011409573899899382 0 0.0058149151589283205 0.022453921342957626 0.037070849072314234 0.0032133930174150093 -0.0046756347401389056 -0.0039606960587943883 0.0065783717924038036
leaf_weight=6.1083768270909804 4.2743994779884806 4.1957097649574271 5.395112657919527 7.2130036130547523 5.9891942869871855 6.433125354349615 4.0804395638406268 5.031812239438298 3.2333885729312923 8.8097089827060682 4.2255515381693822 22.222621833905578 3.7315337620675564 6.9637174475938073 3.4820504039526012 31.039170030504465 4.1349489744752628 3.9958998747169963 7.0422701351344585 6.8065649233758441 7.6156616881489736 16.106153931468729 7.1075705662369719 57.725794550031424 35.898639470338821 4.2911777440458545 9.406765738502143 3.8105080928653461 115.23125645145774 5.68632796406746 36.171759065240622 5.3928967546671629 11.0420407615602 8.3504566885530931 5.0806852988898754 5.2579734027385703 7.0118328295648089 4.7077312618494025 33.128119926899672 5.1671606469899407 11.872096493840219 17.682168846949935 9.6935907416045648 5.1825046781450492 4.8570288754999638 14.929717451333998 4.3411305770277968 3.2578284665942183 5.4789898991584769 8.2136502861976606 38.920498348772526 2.8573747202754021 2.9631087593734264 3.945639431476593 4.3740499876439562 3.2532929331064224 5.1236467696726322 2.4599172659218302 12.039309388026593 32.503764569759369 37.590085810050368 32.202570838853717
leaf_count=46 64 86 41 110 100 73 36 68 34 188 51 283 37 51 33 318 29 24 49 54 63 155 43 502 218 34 91 44 1149 46 306 42 124 111 48 45 42 34 271 46 76 102 75 40 36 219 25 34 44 74 367 35 33 49 37 30 39 30 124 282 295 281
internal_value=-0.00137369 -0.0012022 -0.0010399 -0.0117095 0.000546567 -0.000773268 -0.00456114 -0.00234603 -0.0135793 -0.0168572 0.000280304 -0.00604928 0.00512364 6.79143e-05 -0.000882579 -0.000410646 -0.00379568 0.0010642 0.00256444 0.00638213 0.0158795 0.00171627 -0.00486697 0.00319451 -0.00703027 -0.00855787 0.000889746 0.00271619 0.00185526 0.00722924 0.00349888 0.00737341 -0.0118299 0.0123304 0.0171106 -0.00589051 -0.0042351 -0.0074013 -0.00471248 -0.000221327 -0.0110704 -0.00812366 -0.0179742 0.00137157 -0.00712403 -0.0187791 0.00724971 0.00367163 0.00487846 0.00327939 0.000703154 -0.00730719 0.00201459 0 0.011744 -0.00465321 0.0129633 0.00264722 0.00979202 0.00184277 0.00390379 0.000821245
internal_weight=802.341 798.067 793.871 18.5973 13.2022 775.274 142.017 120.953 23.1949 21.0633 97.7585 33.433 11.2104 633.257 464.435 445.965 136.478 309.487 255.385 32.4193 14.6579 240.728 43.3139 197.414 104.059 94.5308 19.3843 168.822 172.957 15.0931 161.859 9.52785 18.4697 24.4566 8.89119 54.1016 50.1057 44.8477 37.8359 36.2063 75.1465 53.5808 21.5657 25.6127 10.0395 18.1631 15.5732 64.3255 60.245 56.9872 44.3995 12.2536 5.82048 7.42769 12.5877 6.98483 11.232 152.967 14.4992 138.468 105.964 69.7927
internal_count=7516 7452 7366 251 210 7115 1643 1314 321 329 993 401 118 5472 4011 3805 953 2852 2436 240 112 2324 407 1917 713 642 171 1461 1651 137 1410 71 206 266 92 416 392 347 305 364 471 320 151 186 76 253 110 592 556 522 411 141 68 82 111 67 85 1318 154 1164 882 576
is_linear=0
shrinkage=0.03


Tree=108
num_leaves=63
num_cat=0
split_feature=26 31 26 25 28 1 27 26 32 25 42 32 26 32 2 32 32 4 14 45 25 25 3 14 21 32 26 31 21 49 14 13 3 3 21 31 3 14 1 17 14 1 26 49 26 31 4 3 3 32 14 14 14 14 42 13 32 1 12 14 3 12
split_gain=3.67599 2.48701 7.31738 5.07211 3.01317 3.67552 3.09106 5.37987 6.33926 7.29613 6.4444 4.01082 3.72809 2.72374 3.46543 6.49092 3.03329 2.99972 2.44878 2.36879 5.77135 5.04767 2.61747 2.32571 2.29403 2.19022 2.039 1.80962 1.77651 1.72904 1.6782 1.63547 1.59907 2.50899 1.93404 1.95218 2.59114 2.58795 1.7496 1.59234 1.59134 1.51643 1.46059 1.45945 1.28199 1.21734 1.62132 1.38572 2.8108 1.8663 1.46573 1.44033 1.20677 2.44066 1.38099 1.18512 11.9133 1.66617 2.94636 3.5418 1.88059 1.32512
threshold=14.500000000000002 0.16000000000000003 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5131377898343916 1.0000000180025095e-35 6.5000000000000009 0.17500000000000002 1.0000000180025095e-35 4.6541690268001608 0.32000000000000012 11.500000000000002 0.17500000000000002 2.5000000000000004 0.16500000000000004 0.15000000000000005 0.32697368421052636 0.74374609130706704 0.69117647058823539 1.0000000180025095e-35 1.0000000180025095e-35 0.25648323845667303 0.67175839552238814 0.36285815454412707 0.53500000000000014 11.500000000000002 1.0000000180025095e-35 0.36233510479454678 0.12000000000000002 0.63176169590643283 0.90000000000000013 0.14636377836788436 0.18634259259259262 0.42321967233550761 1.0000000180025095e-35 0.38750000000000007 0.63859338061465731 4.9042169434880387 1.0000000180025095e-35 0.7103767942583733 3.5937425525307249 10.500000000000002 1.0000000180025095e-35 7.5000000000000009 0.12000000000000002 0.27475490196078439 0.17445652173913045 0.29864864864864871 0.18500000000000003 0.61070261437908513 0.66115363586659381 0.71682389937106927 0.68642083699151313 4.9451995762684859 0.90000000000000013 1.0000000180025095e-35 3.7789382144677948 0.37500000000000006 0.7262212457999484 0.10762548262548265 0.17500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 55 6 -6 7 39 9 12 18 19 -9 14 15 16 -8 29 27 20 28 30 -22 24 -17 -13 -24 44 41 -15 -21 43 -7 38 35 36 -35 -38 -34 -1 -14 -10 -19 -16 -11 47 -47 52 -49 51 -51 -50 53 54 -41 61 -57 -58 59 -59 -60 -3
right_child=-2 3 -4 -5 5 32 13 8 11 10 -12 25 40 17 31 23 -18 42 -20 21 22 -23 26 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 34 -36 -37 37 -39 -40 45 -42 -43 -44 -45 -46 46 -48 48 49 50 -52 -53 -54 -55 -56 56 57 58 60 -61 -62 -63
leaf_value=0.015360213783812153 -0.02899407172730608 0.0085630728386037504 -0.030711993335229559 -0.030598961858690796 0.028288148696772066 -0.0044649862852049809 0.013436053751664926 -0.033133995957959336 0.023731105759473087 -0.022479517997133627 0.024008615443755758 -0.03039226162474503 -0.018370286215341168 -0.016083701488797203 -0.010184687030705913 0.019553291240649535 -0.015958020015859376 0.017146792343860847 0.015743017137672261 -0.0002658083825841212 0.021356100699036991 0.016577579457097914 -0.0019732514283339062 0.0064333877128468307 0.053133562231240487 -0.0033217735662262131 -0.027693451650848324 -0.031913263166553692 0.037142820512241714 0.0070105058389329398 -0.015924380150577816 0.014984576080448569 0.031470776899604605 0.02333012731918372 0.017641199069435589 -0.012990657653299518 0.007997288226740687 -0.019948866659392751 0.0033196147604769841 -0.014346385953002269 0.0041748372307823887 0 -0.0049048205865348726 0.0093455405226478827 -0.0078573934506404285 0 0.025242431907058237 0.014830235595370129 -0.013082186968598065 0.022608163113546124 -8.1802269832090903e-05 -0.00057743918325433435 -0.016643010404617381 0.011069415067051811 0.0035123240238589463 0.030710683268773815 -0.016398191687918225 0.024693056982698119 0.0065832529904775346 -0.0076278208277648571 -0.01367484245830498 -5.3260160427702896e-05
leaf_weight=6.1404343247413626 4.1206426694989196 16.815814763307571 8.0242835320532304 4.3616584725677958 4.8898622989654532 23.343666544184089 5.926312793046236 19.318257361650467 4.8887696042656881 6.6372200138866893 5.1873165499418965 6.1596691757440549 7.3096190355718154 15.937757529318338 14.722569081932312 5.0095983222126943 6.2440931145101786 6.0700504817068559 2.8268088418990365 10.053331654518844 3.6211167722940436 7.2059581689536563 27.66557466797531 3.8199411444365987 4.4017120413482189 5.7203736044466496 2.9953387714922419 3.6792970746755591 4.3374235294759265 3.0425020344555369 19.821791265159845 3.9622731748968354 4.7329547759145481 4.329138610512028 5.0839545074850312 9.504053629934786 6.9254903569817525 4.7892956435680389 4.3051926530897617 12.499032819643622 3.8134894147515297 4.8683191165328026 4.0458900481462479 4.0035432260483494 50.588287321850657 7.0111641362309438 3.5903083719313145 11.231559600681065 12.001296915113924 4.3474327400326711 4.6990738920867443 29.449639189988375 7.6747972518205634 7.5050277784466735 4.8340863790363064 12.424765456467865 6.563227239996194 7.2303067818284052 5.3923998400568989 4.6729275062680244 13.037163402885197 265.3004722520709
leaf_count=59 87 125 150 56 41 203 44 235 34 83 66 118 71 164 114 36 89 51 32 86 26 98 271 31 39 90 66 32 35 34 187 60 48 46 47 63 50 26 36 103 36 29 31 39 542 46 38 124 98 32 30 227 55 60 46 502 55 52 42 32 94 1974
internal_value=-0.00133691 -0.00117907 -0.00261257 0.000770547 -0.00208799 0.00369044 -0.00312447 -0.00447697 -0.0074572 -0.0127911 -0.00722767 -0.0019359 -0.0250614 0.00218703 0.00661385 0.0142065 -0.00117389 -0.00492 -0.00993109 0.000281674 0.00471245 -0.00533212 -0.00179431 0.0286073 0.036662 -0.018125 -0.00484353 -0.0112685 0.0207623 -0.0120344 -0.0108914 -0.00167454 0.00160329 0.00532911 0.000981854 -0.00221155 0.00388571 -0.0030673 0.019073 0.000754884 -0.0101737 0.012278 0.00782148 -0.00563757 -0.00973019 -7.10136e-05 0.00940742 -0.00121846 0.00134348 -0.00158454 0.0104265 -0.00438743 -0.00624444 -0.00268445 -0.00904026 0.00121966 0.00551117 -0.00293286 0 0.0115925 -0.00741831 0.000444774
internal_weight=800.715 796.595 460.796 335.799 452.772 67.9036 384.868 307.682 196.698 99.3603 68.9189 97.3377 30.4414 77.1862 48.09 25.4017 12.1704 29.0962 63.7316 85.4576 48.3765 37.0811 34.282 13.2313 9.41131 11.88 30.6609 60.9048 14.0945 18.9803 29.8751 22.6884 63.0137 39.6701 30.6319 25.548 16.0439 11.7148 9.03815 110.984 11.1231 9.75709 10.1159 18.7261 57.2255 104.843 10.6015 94.2419 61.729 50.4974 9.04651 41.4509 32.5129 24.8381 17.3331 331.437 49.3208 36.896 30.3328 11.9032 18.4296 282.116
internal_count=7516 7429 4497 2932 4347 560 3787 3055 2137 1097 755 1040 342 732 452 239 133 280 689 832 461 371 363 106 75 208 337 657 98 198 273 213 519 316 232 185 122 76 84 918 107 63 82 153 625 859 84 775 511 387 62 325 264 209 149 2876 777 275 220 84 136 2099
is_linear=0
shrinkage=0.03


Tree=109
num_leaves=63
num_cat=0
split_feature=54 26 27 17 28 17 3 3 11 4 4 5 26 3 43 32 11 11 4 4 11 32 26 11 14 32 45 5 11 50 11 14 14 32 45 43 11 11 3 12 14 14 11 3 3 14 3 43 45 11 11 4 26 37 32 26 11 50 4 4 11 3
split_gain=4.07639 3.58028 2.02805 3.2315 2.8105 2.52267 3.42883 5.50264 2.57551 3.33928 3.07816 2.46424 2.40025 3.20835 2.33648 2.931 2.61276 2.69859 2.31306 2.27331 2.2682 2.2209 2.84254 2.52923 2.25441 3.34989 2.15363 2.28305 2.12203 2.67793 2.542 2.30857 2.76169 1.86708 1.79812 1.79753 2.39233 2.3426 3.83094 2.65388 1.71329 2.85086 1.77185 2.63925 2.75949 1.75114 1.90027 1.69592 1.65213 1.59967 1.55908 2.28941 1.62015 2.91195 1.5938 1.49047 1.51432 1.60855 1.48688 2.0279 1.45724 1.53385
threshold=1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.14421005268680295 0.18634259259259262 0.73898114900723588 0.38919413919413925 0.30495169082125612 0.06463160470178235 8.5000000000000018 0.15578298258678558 -0.52499999999999991 0.15000000000000005 0.91640860664678481 0.92629605712794894 0.32697368421052636 0.24190177638453506 0.71588857454678612 0.17500000000000002 9.5000000000000018 0.66984370007492833 0.62414383561643849 0.32000000000000012 1.5000000000000002 0.31909090909090915 0.68549313361399677 3.3536489182451987 0.71118805662349061 0.6503424657534248 0.62583333333333346 0.17500000000000002 1.5000000000000002 0.074999999999999997 0.93606640057007617 0.89167064739399204 0.43750000000000006 0.4250000000000001 0.69416099773242645 0.73360215053763456 0.67309402880291691 0.065591397849462371 0.09232954545454547 0.68405928614640066 0.51250000000000007 -0.27499999999999997 0.97500000000000009 0.7130146705995698 0.66984370007492833 0.62731481481481499 7.5000000000000009 1.0000000180025095e-35 0.15000000000000005 13.500000000000002 0.87986695528937953 3.1963557881865921 0.34330357142857149 0.43625902544818601 0.94140860664678472 0.51250000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 55 12 20 8 11 9 10 -7 -8 33 18 -15 16 -16 -18 19 -14 -6 23 -23 -17 -24 -26 27 -21 29 -20 -30 32 -32 35 -33 37 49 38 50 -39 42 48 -5 -44 -45 46 -46 -28 -42 58 51 -1 53 -52 -54 56 57 -4 -37 -60 61 -41
right_child=-2 -3 3 40 5 6 7 -9 -10 -11 -12 -13 13 14 15 21 17 -19 28 26 -22 22 24 -25 25 -27 47 -29 30 -31 31 34 -34 -35 -36 36 -38 39 -40 60 41 -43 43 44 45 -47 -48 -49 -50 -51 52 -53 54 -55 -56 -57 -58 -59 59 -61 -62 -63
leaf_value=-0.029656274271906678 -0.030372694392591007 -0.028858048809579134 -0.016449888063752329 -0.01311818389542937 -0.0024745147997293731 0.0048824956823821462 0.023688196156872732 0 -0.015032335621810489 0.016528305014667358 -0.017783821360821756 -0.003335899297299467 -0.0067519345660562021 0.011296961402740077 -0.0067778556704110671 0.00529145863788201 0.024912544707476218 -0.0004720121368843687 -0.025192587636790179 0.037029041868909381 0.018463463720432394 -0.03048544154290829 0.013079257162017816 -0.019166428752690302 -0.0030646795621419786 -0.026102233843483941 -0.015989069654290422 0.0040726266391614783 0.016929871349125897 0.0072339637819003634 7.2623498095795037e-05 0.019742295981567664 -0.019840860890393466 0.0042453484600691984 -0.0026014430481917836 0.022860371439012404 0.024547981352588229 -0.023818631658428166 0.020103018346636661 -0.0072277547780638099 0.039583572296657363 9.9415883656220146e-05 0.028958650683592879 -0.016626270920372551 0.0064601183861226329 -0.016073927013054195 -0.0042920908739255918 0.012280112693812992 0.012371258177428852 -0.0024693584580079745 0.0086943860926100968 0 -0.021528380902431178 -0.0088306815797822274 -0.00041615111202967955 -0.02253491038771431 0.0054597890036442165 0 -0.017128852408623003 0.016482925868154419 -0.017944207120918289 0.0085813313621683728
leaf_weight=4.4666008446365577 4.1335908826440564 3.9856930021196595 10.478992631658917 5.8825133265927425 6.2893650904297855 9.7593394331634098 14.459302274510266 81.00989243388176 18.850244734436274 7.2502673417329779 10.89684011787176 3.302652006968855 6.1642276942729977 5.3624322414398184 49.456297425553203 3.7281902208924285 4.9292157422751215 12.561050731688736 7.3160931505262834 5.0040487498044985 13.464183807373045 4.1751433089375487 5.2376719154417506 38.030989777296782 33.844756437465549 6.8795375525951377 2.7343446686863935 3.765103816986084 6.2390707544982424 2.8303566947579384 12.772683387622239 5.2849782742559892 11.082029532641171 51.702163010835648 6.8962334115058184 4.6536528356373292 3.7600712664425364 9.8429800607264024 6.688627401366829 16.413747614249594 3.5850731208920497 10.518539341166614 3.3550827000290147 6.1148646771907798 80.832242961972952 3.5620204210281363 17.250866156071424 5.0600001551210836 7.1451841630041599 39.703200165182352 22.40663468465209 4.4349441397935152 5.9080167636275283 13.307258348911999 8.1041432991623861 4.3235460538417092 10.221904397010801 9.9873025603592378 2.8708135653287172 3.2015005555003881 6.6048113405704489 7.8733878359198561
leaf_count=39 64 86 92 50 57 81 163 598 154 76 97 24 47 43 480 35 45 96 84 47 118 51 77 466 371 146 32 23 66 30 140 45 96 445 74 42 35 74 62 151 29 90 41 44 764 28 130 69 80 329 201 61 66 103 77 28 85 96 24 48 51 70
internal_value=-0.00130067 -0.00113412 -0.000979354 0.00187 -0.0017901 0.00153141 0.000117966 0.00332557 -0.00651552 -0.000483074 -0.00684295 0.0183481 -0.00301999 -0.00508133 -0.0074287 -0.008112 -0.00319904 0.00654362 0 0.00800578 0.0115383 -0.0116112 -0.00709984 -0.0168251 -0.00472266 -0.00721156 0.0138709 0.0239543 -0.00341103 -0.0156023 -0.000284045 -0.00350695 -0.00901707 -0.000661151 0.00677039 -0.00228497 0.00207945 -0.00457125 -0.000939985 -0.0102142 0.00395846 0.011831 0.00245972 0.00336041 0.00245567 0.00369293 0.00450308 0.00146053 0.02257 0.000195306 -0.00350289 -0.0149851 -0.00127547 0.00198454 -0.00991767 -0.00618166 -0.00355247 -0.00835325 0.0104726 0 -0.00556114 -0.00182952
internal_weight=797.957 793.823 789.837 173.258 616.579 165.282 145.529 98.7718 46.7567 27.9064 20.6562 17.762 451.297 239.354 164.205 158.843 66.9466 17.4903 75.1492 22.7277 19.7535 91.8963 50.1371 41.7592 45.962 40.7243 16.5635 8.76915 52.4214 10.1464 42.275 36.0359 23.8547 211.943 12.1812 160.24 54.1892 106.051 65.3162 40.7349 138.246 21.2488 116.998 111.115 107.76 101.645 98.0831 7.79434 10.7303 50.4292 58.6276 8.90154 49.7261 35.7139 14.0122 35.0117 30.6882 20.4663 10.726 6.07231 30.8919 24.2871
internal_count=7516 7452 7366 1557 5809 1368 1193 785 408 254 178 187 4441 2563 1810 1767 621 141 753 218 175 1146 645 501 594 517 171 70 535 114 421 355 236 1878 119 1433 478 955 609 346 1256 199 1057 1007 966 922 894 101 109 443 547 100 447 304 143 301 273 188 114 72 272 221
is_linear=0
shrinkage=0.03


Tree=110
num_leaves=63
num_cat=0
split_feature=26 42 14 14 11 27 58 26 26 25 26 26 14 40 29 14 47 14 21 14 14 21 26 13 5 14 1 1 11 11 49 3 1 21 42 32 11 11 3 1 24 3 1 32 3 3 3 3 3 1 1 42 5 37 36 11 1 3 42 47 42 26
split_gain=3.45672 2.04241 6.48562 5.34475 2.87362 2.18812 2.47174 2.43872 3.78437 2.97835 7.01747 4.3974 3.20414 2.66992 2.38822 1.54614 1.50516 3.08926 3.33397 4.70715 2.23023 1.76871 2.23255 3.4662 3.12222 1.96815 2.34842 1.7272 1.68061 2.37798 1.95051 2.62426 1.93553 2.91206 1.6881 1.57106 1.54845 1.74215 1.49267 3.49976 1.48048 1.41723 2.32534 1.38233 2.77043 2.69248 2.66344 2.46466 3.45676 2.08541 2.00814 1.35495 1.34904 1.29782 1.29165 3.87619 4.8087 2.41434 1.95607 1.8885 2.12601 2.08439
threshold=14.500000000000002 5.1200721840520744 0.50977198761457165 0.55694444444444458 0.80039597484269975 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 10.500000000000002 9.5000000000000018 0.65604707792207806 1.0000000180025095e-35 1.5000000000000002 0.67175839552238814 2.5000000000000004 0.69416099773242645 0.41253526018209075 0.67759856630824389 0.63603896103896107 0.46315941937027727 5.5000000000000009 1.0000000180025095e-35 0.026671408250355622 0.7103767942583733 3.9303249852141158 3.6478104020218818 0.93349589109791131 0.91640860664678481 0.32500000000000007 0.43750000000000006 3.6967622390330521 0.41061959464173559 3.7544269646841415 0.16500000000000004 0.69162459331384041 0.66984370007492833 0.43750000000000006 3.5636629030736411 1.0000000180025095e-35 0.36250000000000004 4.9554551764248354 0.17500000000000002 0.41250000000000003 0.1292291937453228 0.51250000000000007 0.10275263951734541 0.097406704617330822 4.7343480507649822 4.6532757345541098 3.5974566212320722 0.22048611111111113 1.0000000180025095e-35 1.0000000180025095e-35 0.9060868288067645 3.6065212271721316 0.19803921568627456 3.4467622390330521 4.5000000000000009 3.5065212271721315 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -5 6 16 8 15 10 40 14 -12 -10 -11 53 17 18 19 20 41 22 23 24 27 -23 -27 -18 29 30 -24 -32 35 -34 -30 -31 37 -19 39 -22 -9 42 -4 45 -45 47 54 48 49 52 -49 -38 -7 -8 58 56 -56 -58 -47 60 -60 -62
right_child=-2 3 5 4 -6 43 7 9 13 11 12 -13 -14 -15 -16 -17 21 36 -20 -21 38 25 28 -25 -26 26 -28 -29 34 32 31 -33 33 -35 -36 -37 51 -39 -40 -41 -42 -43 -44 44 -46 46 -48 50 -50 -51 -52 -53 -54 -55 55 -57 57 -59 59 -61 61 -63
leaf_value=-0.030705268619374393 -0.028752722410137477 0.034847837200281312 0.019372263365173181 0.0091883187742183361 -0.022631604744638864 -0.0044889153179927411 0.0061296744933715674 -0.025103296977200033 0.019799695749207997 0 0.036419517710237208 -0.022338408377387309 0.0038664545168650647 -0.0068068107133504464 -0.01652285292206845 -0.02634863230563415 0 -0.0060278794993072499 0.024418314965256503 0.027295765382305725 -0.027864707519602298 -0.0011631126855858795 -0.0022427919758508615 0.031827958329869746 -0.020147081597305699 0.03925501843955128 0.00057570072972344861 0.025684397286031318 -0.021062306979299679 0.024013307663206158 -0.016453485539515516 0.0091158811853584293 -0.0072832605659730468 0.021931916377511435 -0.0033315549974599354 0 -0.0017005736250957032 0.019881472653136518 0.0085728695548399955 -0.0016113015935943266 -0.0054048472657066233 -0.00085474237483373862 -0.005727900487454347 0.0024600294902021006 -0.014347561073220249 0.019336145361783103 -0.0036131390454664761 -0.025107827101133448 0.023812606011207611 -0.016909428084087706 -0.00057429803565379382 -0.023360177276265513 0.016475651822842618 -0.017067496992472019 0.026077575824241837 0.03722445543278953 0.007993004897805597 -0.025363305818901598 -0.016026024295997636 0.025471483527699332 -0.010179866584803606 0.0075383532185172618
leaf_weight=6.5241086073219767 3.9144035391509524 4.902985827997326 11.651841247454287 6.5967906191945058 3.8229335844516754 5.9631975628435665 5.1654624752700311 6.000493992120032 10.879629284143446 24.129458699375391 4.4701766818761808 23.348497519269586 7.8395095393061638 4.3640586510300645 11.288869131356476 3.6600645519793042 5.293561019003393 8.3903786446899193 7.3993590287864199 6.348285883665084 6.0034202393144431 7.176244627684353 290.09702463261783 4.0383813530206671 4.2052006386220446 2.9893693402409554 3.134387381374836 3.7060222327709198 8.6950734481215495 7.1118368357419985 18.225364763289694 4.0308817587792865 12.697113990783693 3.8263559788465491 12.985888827592133 3.8717620708048344 5.283276751637457 2.9837012719362965 5.4010316096246234 19.675894152373075 10.45027669519186 11.447336856275795 4.0567385721951714 26.306701183319092 12.762995416298507 8.6775301750749332 19.234596639871597 6.6877139080315811 5.0447646845132104 6.656424317508935 6.2624764163047075 6.6436228081583977 4.4597009420394897 3.286286223679781 5.9066297262907046 5.2804171666502944 3.2101882826536894 3.9077580776065588 4.9512883797287932 3.1725387796759597 6.8493017684668294 33.181287558749318
leaf_count=110 87 92 113 81 27 65 54 80 79 225 37 514 50 39 125 41 33 88 63 60 38 70 2612 58 25 46 33 32 52 53 177 31 93 32 85 37 32 28 40 178 64 84 43 215 129 72 134 58 56 52 52 46 30 33 51 47 37 33 40 35 77 313
internal_value=-0.00126565 -0.00111511 -0.00133675 0.00961389 -0.00212758 -0.00107248 -0.00192292 -0.00588798 0.00174141 -0.00833937 -0.000208767 -0.0122025 0.0165608 0.0118046 -0.00526438 -0.0104226 -0.000973939 0.00237755 0.00549565 0.00316641 0.000348991 -0.00180451 -0.00219645 0.00820516 0.000165976 0.00878066 0.0210505 0.0105414 -0.00271339 -0.00217098 -0.00292964 -0.0115154 0.0061863 0 -0.0108441 0.0158296 -0.00696473 0.000476487 -0.00501483 -0.00814869 -0.0131655 0.00669908 0.0125225 0.00192999 -0.00292287 0.00344323 0.00610108 -0.00353198 0.00233196 -0.00386778 -0.0138893 -0.0144466 0.00405779 -0.0023826 0.00867049 0.015797 0.00622458 -0.00969243 0.00622257 0.00366518 0.00188846 0.00432206
internal_weight=796.529 792.614 777.292 15.3227 10.4197 770.768 602.252 114.883 27.3555 87.5273 28.7605 58.7668 12.3097 15.2437 35.4183 12.1118 487.369 95.2849 71.9839 64.5845 58.2363 392.084 378.784 17.2432 13.2048 13.3 6.12376 8.99958 361.541 339.86 312.353 22.2562 27.5071 16.5235 21.681 10.9836 23.301 11.3741 31.0803 25.6793 16.4508 27.1559 15.7086 168.516 39.0697 129.446 94.3715 35.0743 22.1241 17.0793 12.9502 11.9269 10.4229 8.45175 75.1369 18.305 13.0246 7.11795 56.8319 48.1544 44.9819 40.0306
internal_count=7516 7429 7229 200 108 7119 5623 1341 246 1095 231 864 87 118 350 128 4282 813 619 556 496 3469 3320 148 90 149 79 65 3172 3035 2820 208 215 125 137 90 194 116 256 216 144 240 156 1496 344 1152 839 313 203 147 110 78 95 87 705 168 121 70 537 465 430 390
is_linear=0
shrinkage=0.03


Tree=111
num_leaves=63
num_cat=0
split_feature=54 26 0 49 45 58 41 43 33 43 43 26 1 14 14 1 43 53 1 9 47 1 32 14 4 31 31 26 32 13 0 43 21 21 21 21 43 14 1 32 1 14 14 5 4 27 26 32 24 14 14 21 31 1 21 26 9 1 1 14 49 14
split_gain=3.95026 3.36571 2.40655 10.8748 4.46931 2.34325 3.38778 2.28692 3.98089 2.53466 2.29301 2.05733 2.26181 1.96867 1.84616 1.65918 1.71184 2.30692 2.28915 2.07113 4.64765 2.41561 3.57821 3.6814 2.91658 2.10957 5.62846 4.21793 4.06284 3.03595 4.38617 2.91548 1.85959 3.87696 4.3366 1.85497 1.80922 1.8584 1.75695 2.00238 1.71569 1.58508 1.49867 1.49339 1.42935 1.37058 1.79879 1.77416 2.80647 1.24215 1.96632 1.19664 1.12014 1.17839 2.1776 1.10046 1.03385 2.26112 0.938908 1.20119 1.08764 0.932796
threshold=1.0000000180025095e-35 14.500000000000002 51.500000000000007 0.19000000000000003 0.97500000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.52499999999999991 1.0000000180025095e-35 -0.22499999999999998 1.0000000180025095e-35 9.5000000000000018 3.5368030955064285 0.59924242424242435 0.50851612330665208 5.1200721840520744 0.074999999999999997 1.0000000180025095e-35 3.388574463632382 0.12500000000000003 3.5000000000000004 3.5194678211575181 0.17500000000000002 0.64346246973365628 0.28269230769230774 0.16000000000000003 1.0000000180025095e-35 7.5000000000000009 0.16500000000000004 0.90000000000000013 39.500000000000007 -0.52499999999999991 0.39241475425163042 0.37338111951652564 0.35797866047458726 0.41096404744368098 0.17500000000000002 0.61152570480928703 4.420773815517415 0.16500000000000004 3.4432538023143779 0.72456896551724148 0.61611054937647458 0.046693482230278659 0.45049019607843144 1.0000000180025095e-35 6.5000000000000009 0.17500000000000002 1.0000000180025095e-35 0.62233560090702966 0.62583333333333346 0.44199178219582225 0.2950000000000001 3.6942656022803053 0.35646881722342361 10.500000000000002 0.17500000000000002 4.6022328364453351 3.6065212271721316 0.62414383561643849 0.15500000000000005 0.66565040650406515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 14 15 7 -7 9 45 13 12 -8 -11 -5 16 17 19 -18 20 35 40 24 -24 -23 26 29 -28 -29 30 -21 -31 33 34 -27 58 43 56 55 -40 -22 -34 -39 -20 -17 46 -9 48 -47 -44 -51 -37 53 54 -12 -19 -38 -58 59 -1 -60 -14
right_child=-2 -3 3 4 -6 6 11 8 -10 10 52 -13 61 -15 -16 44 18 38 36 25 21 22 23 -25 -26 32 27 28 -30 31 -32 -33 41 -35 -36 51 37 42 39 -41 -42 -43 49 -45 -46 47 -48 -49 -50 50 -52 -53 -54 -55 -56 -57 57 -59 60 -61 -62 -63
leaf_value=0.021474033204341169 -0.030206877761513991 -0.028615562755911768 -0.037515000029780386 -0.027681718791384875 0.027616944083023374 0.021760141647628371 0.0097140360940931383 0.014650634215107844 -0.023287602676727779 0.0091833051780130567 0.00050561925348441923 -0.02511526299410554 -0.0072442765176116636 -0.017359033187268082 0.0075531758829675676 0.021334451111664932 -0.017748466063797392 0.01180596025574436 0.0049983541093540649 -0.010505947622503594 -0.006141829651534203 -0.014327848050596493 -0.012657910612961955 0.013400391306582011 0 0.0025590243869307279 0.021103677583151671 -0.032383336123375447 -0.0073792053619222081 -0.0097576001176537391 0.0041164597491767973 0.016310724876288787 0.023483269674390732 -0.024219762240479708 0.034957396995434299 0.029606034384404546 0.0034630882944707794 -0.014261632495230254 -0.0043628780279236978 -0.031651298643922417 0.01837979163563544 0 0.016115030181080386 0.032060227446379451 -0.0033866567808113267 0.032378681345103966 -0.0018495169595691406 -0.0053731451120945023 0 -0.012581142067126759 0.0023920246265494022 0.0039038794034338556 0.013481930074389432 0.0097111529712766258 -0.03060495844829712 -0.010827105716970282 0.043322861828694104 0.0017166379887368279 0.0027282011480964149 0 -0.013623390956211005 -0.024573756305914036
leaf_weight=3.951357305049898 4.0275374781340352 3.7864947337657204 7.9825190752744701 2.6437790263444167 5.2413477394729853 3.3793295770883551 4.8036451302468839 6.6879641711711875 7.5143495034426442 2.4787542670965221 5.0581455640494806 9.1589613761752826 11.250595081597565 17.901953756809235 2.0184786207973957 5.849710548296569 4.5758912879973641 3.483365640044215 5.4384368127211911 25.190883843228221 4.133779635652898 58.817726220935583 7.797208338975909 11.994903668761252 15.393732223659752 98.688032539561391 3.8106133565306655 6.6385505795478812 54.470317404717207 4.2511979006230858 67.391724405810237 21.507993783801794 7.4290228672325593 4.3835567627102128 3.7138338312506667 4.1896565705537787 5.2152548655867559 5.0047993287444106 5.3725265674293023 5.4758994579315186 5.3737749420106411 4.2286488097161055 5.2996621783822766 3.313506156206131 2.5717469789087772 5.2623115256428701 42.405630450695753 3.5657428577542296 4.4644787609577179 8.14724995754659 123.38602176308632 3.6790004819631577 4.6029720678925505 3.4738937802612782 2.8161754421889782 3.8692494332790375 2.5342469587922096 2.6543289218097925 10.503067154437302 4.8152909614145756 5.1172877773642531 4.6529200337827197
leaf_count=33 64 86 83 52 94 27 49 54 117 24 62 221 131 276 22 72 32 33 62 232 29 373 45 85 138 939 36 72 419 46 521 320 80 29 35 35 36 41 50 74 42 52 49 28 29 49 412 37 30 64 1059 30 35 36 32 49 22 39 73 36 33 51
internal_value=-0.00123136 -0.0010686 -0.00092121 -0.0117581 0.00874037 -0.000658412 -0.00417488 -0.0016618 -0.00250273 -0.000816062 -0.00714041 -0.0131262 -0.00734677 -0.0137815 -0.0115099 0.000112079 -5.9677e-05 -0.00101839 0.00254071 -0.000566003 -0.0036483 -0.00677217 -0.00826059 0.00281054 -0.0112935 0.000802652 -0.0011889 -0.00829613 -0.0102902 0.00266677 5.90985e-05 0.0117353 0.00393146 0.00260654 0.00385835 0.00617156 0.00317591 0.00235572 -0.0114414 -0.0190038 0.00719311 0.0153132 0.00140104 0.0164017 0.0131857 0.00278224 0.000326882 0.0112667 0.0179565 0.00203769 0.00140134 0.0187272 0.00103892 -0.00363464 -0.0103602 0 0.0145333 0.0240055 0.00175697 0.00963995 -0.00235389 -0.0129292
internal_weight=794.841 790.814 787.027 17.8861 9.90361 769.141 139.478 109.612 106.232 98.718 36.3319 29.8661 20.7072 20.3807 4.66226 629.663 621.242 455.672 165.569 437.471 135.767 103.511 94.0036 19.7921 74.2115 301.704 183.261 64.9195 61.1089 118.342 92.5826 25.7592 118.443 106.785 102.402 32.2557 160.994 152.242 18.201 10.8484 9.50755 11.6577 141.838 8.75194 8.42146 62.3861 49.0936 13.2925 9.72679 136.833 131.533 7.86866 15.9512 11.3482 7.87432 7.35262 10.4038 5.18858 24.387 8.76665 15.6204 15.9035
internal_count=7516 7452 7366 251 168 7115 1643 1191 1164 1047 465 452 231 300 74 5472 5371 3939 1432 3733 952 712 641 130 511 2781 1646 527 491 1119 753 366 1135 1003 974 240 1400 1310 206 124 71 132 1213 90 101 582 466 116 79 1172 1123 65 165 130 94 82 97 61 175 69 106 182
is_linear=0
shrinkage=0.03


Tree=112
num_leaves=63
num_cat=0
split_feature=26 0 49 42 27 17 21 12 42 13 26 32 42 3 26 32 50 26 4 9 50 50 4 50 4 50 3 26 50 0 4 21 42 42 21 24 42 42 42 49 50 42 42 50 12 0 0 49 21 50 42 9 26 42 42 3 3 4 4 3 3 42
split_gain=3.25041 2.242 10.491 9.92859 2.04373 2.73211 1.8337 2.77 1.88001 2.86456 1.72252 2.6601 1.78217 1.64259 1.6715 2.35915 1.59712 1.52354 1.90741 1.46327 1.56965 1.45122 1.40305 3.26218 2.71339 1.961 1.39501 2.96616 2.89634 2.98511 2.5649 2.11611 3.06379 2.20398 1.69306 1.38407 2.18115 3.62863 2.97861 4.39221 4.22898 2.75702 3.90709 2.09398 1.9302 1.77668 2.53191 1.66429 1.97187 1.54047 2.80018 3.0322 1.91959 1.90235 1.76647 1.86042 2.891 1.76319 1.66935 1.5396 2.35109 3.69094
threshold=14.500000000000002 51.500000000000007 0.19000000000000003 5.0009086044551614 1.0000000180025095e-35 1.5000000000000002 0.30797866047458744 0.4250000000000001 3.4809981774225514 1.0000000180025095e-35 11.500000000000002 0.16500000000000004 5.1200721840520744 0.43750000000000006 9.5000000000000018 0.16500000000000004 3.1963557881865921 13.500000000000002 0.37377450980392163 1.0000000180025095e-35 2.4194005465518993 3.3973861251426389 0.3618055555555556 2.7815080780430619 0.22792207792207794 2.9797363981426757 0.15364152970912792 8.5000000000000018 2.8153069638604364 31.500000000000004 0.39990933816863111 0.30257611665546713 3.3414481346551912 4.6335050209865809 0.37757611665546731 1.0000000180025095e-35 3.3868030955064286 3.4978104020218814 3.6161845113717574 0.12000000000000002 1.7585441243211084 3.6467622390330523 3.6656344265871388 3.1963557881865921 0.32500000000000012 37.500000000000007 31.500000000000004 0.32500000000000007 0.36535479129687387 2.4194005465518993 3.5368030955064285 1.0000000180025095e-35 8.5000000000000018 3.6161845113717574 3.6248351047945473 0.13723808562876269 0.1568375422148294 0.30901856763925734 0.37245222489560004 0.43750000000000006 0.38750000000000007 3.5156344265871389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 10 6 8 -8 -6 -10 12 19 35 26 15 -15 -11 -13 -19 -12 -21 -16 23 -22 25 -25 28 -28 -7 -30 -31 32 -29 -34 -33 47 45 43 39 44 -40 -42 -43 -38 -39 46 -37 49 -49 50 -1 -52 -53 59 -55 57 -57 -56 -54 60 -51 -62
right_child=-2 2 3 -5 5 13 7 -9 9 16 11 17 -14 14 21 -17 -18 18 -20 20 22 -23 -24 24 -26 -27 27 31 29 30 -32 34 33 -35 -36 36 37 38 40 -41 41 42 -44 -45 -46 -47 -48 48 -50 53 51 52 58 54 55 56 -58 -59 -60 -61 61 -63
leaf_value=-0.019555417708083816 -0.028511422767141466 -0.037243122968164011 -0.02636632422512937 0.033615761872991125 0.0021182357021402457 0.011536458267275739 0.020485908652453224 -0.0071873608576554955 -0.030955012788514029 -0.01685904616831508 0.016975724642979535 -0.012455003700031305 0.016032066989783832 -0.0016484817261638984 -0.0062324770165413752 0.030817955459183533 0.0094160569693394185 -0.0098814738392139726 0.017533492499745965 -0.012520534859067727 0.031584567325480102 0.01208278320802803 -0.0076864588299199923 -0.022510903745320471 0.017066638797121308 0.00064479325061256201 -0.005957375106664429 0.033526319998326337 -0.019369656200008079 -0.0067224407134327657 0.014757573784265293 0.030568334036297672 -0.0042483149991758675 0.016624637572070639 0.0087449006742243377 -0.0089166404648848424 0.0083096638288634138 -0.0055348332518911419 -0.014589792853816447 0.018265930155905174 0.020592353654676383 -0.017737744674059981 0.0047673927536549983 0.03618020596856842 -0.022145692199534845 -0.017070887824022385 0.013212634277464981 -0.020718375488538537 0.0019315015463821673 0.0034660044748573383 -0.029373158979251721 0.0075046802927186823 -0.014898476959383572 -0.022519513464174332 0.0067328858279847668 0.013156538947311674 -0.0021768981205650493 -0.011052073414485676 0.0043142225972689985 0.0084830823276571717 0.0090306406508351405 -0.0206943273831737
leaf_weight=11.654862547293304 3.7188363019376984 7.803734568879011 3.9669768605381233 5.796593489125371 6.0188321769237545 18.516685312613845 4.9666998740285626 8.2714422270655614 6.784951411187647 3.922496110200882 3.9086498543620101 41.636177910491824 5.28757738508284 4.2625739574432364 29.72312568128109 3.1244615241885185 3.7708019632846117 5.4611901342868787 3.5933024436235428 9.3851432055234891 3.4201711695641306 4.1064188051968804 10.441384712234138 4.5286409966647652 6.0086796283721915 9.2800237108021957 8.1178740933537465 3.220878221094611 7.6768763158470419 11.257701845839621 8.4936880618333799 9.156811570748685 13.521696843206884 6.4699844457209101 6.6163180805742732 13.616900237277155 9.1321803200989944 21.303281918168071 10.993257744237779 5.0556152965873471 8.9201935902237874 7.1565101090818635 103.64327414613217 3.7212374731898299 9.8735020570456964 9.7995118945837003 6.7413873597979537 9.0839360449463111 4.7409176416695109 43.632179692387581 3.2049852162599555 16.521716590970755 9.5808192454278451 3.9288694672286502 5.4042185079306355 12.381031358614562 90.741306819021702 30.808331966400146 6.1903202012181273 27.271494906395674 5.41205970942974 10.19939950108528
leaf_count=101 87 83 68 100 48 175 56 57 39 42 27 480 68 51 220 24 49 53 30 83 36 32 124 27 65 68 88 27 54 99 84 91 130 74 60 80 71 141 92 43 73 43 1030 32 64 57 44 88 52 355 32 183 126 31 64 134 915 297 62 259 56 92
internal_value=-0.00119695 -0.00105346 -0.0116153 0.00860256 -0.000802293 0.00210712 -0.00542802 0.002899 -0.011072 -0.0169183 -0.00162235 -0.00527868 -0.000902983 0.00405027 -0.000805596 0.0117433 -0.00330813 -0.0100313 0.000493699 -1.88395e-06 -0.00175287 -0.003775 0.00112681 0.0053747 0.000281154 -0.00673393 0.00626267 0.00992227 0.00235401 -0.00366648 0.00226922 0.0133955 0.00714494 0.00230748 0.0220139 -0.00110013 0.000733744 0.00201328 0.000783566 -0.00675506 0.00292616 0.00460624 0.0032304 0.0172689 -0.0110942 -0.00666013 -0.00123971 -0.00244459 -0.0126065 -0.00190691 -0.00685285 -0.00242799 0.000225929 -0.000860791 -0.00300007 -0.00237518 -0.000255967 -0.00821073 -0.00702204 0.00261128 -1.0187e-05 -0.0100262
internal_weight=792.951 789.232 17.5673 9.76357 771.665 168 33.7352 13.2381 20.4971 14.4782 603.664 97.6634 506.001 134.265 41.2166 7.38704 7.6933 50.6907 9.05449 46.9727 43.064 33.8295 33.6789 23.2375 19.8173 13.8087 93.0485 47.1036 45.945 27.4283 19.7514 38.9857 23.2126 19.9917 15.7731 500.713 209.957 179.799 166.946 36.2324 130.713 119.72 110.8 12.8534 31.1768 30.1578 20.3583 290.756 13.8249 276.932 47.1527 35.4978 32.2929 229.779 143.264 139.335 103.122 36.2126 15.7711 86.5151 59.2436 15.6115
internal_count=7516 7429 251 168 7178 1500 291 113 178 130 5678 993 4685 1209 327 75 91 563 83 430 403 252 320 196 160 95 882 470 412 237 183 382 231 204 151 4617 1770 1589 1486 248 1238 1146 1073 103 205 181 124 2847 140 2707 504 403 371 2203 1441 1410 1049 361 188 762 503 148
is_linear=0
shrinkage=0.03


Tree=113
num_leaves=63
num_cat=0
split_feature=54 0 49 42 58 50 43 3 43 53 1 3 43 1 3 25 11 5 13 50 48 5 42 5 25 1 3 42 1 0 50 4 42 3 28 36 11 45 4 3 43 1 42 42 43 1 49 21 3 1 42 0 1 24 1 3 47 1 1 1 42 42
split_gain=3.84608 2.17608 10.111 9.55043 2.31682 3.58149 2.46644 2.65989 1.5203 2.34776 2.14578 2.71297 5.30208 1.67587 1.65459 2.98758 3.43124 2.12537 4.5503 6.79242 1.80901 1.54771 1.63979 1.541 1.48339 1.50179 2.36934 1.7375 1.43609 1.40317 1.37865 1.87718 1.39043 1.30255 1.48328 1.47911 4.86722 2.24172 1.3295 1.28472 1.23937 1.22893 2.8845 2.13583 1.40502 1.21642 2.38837 2.47018 1.73064 2.21153 1.91666 1.21377 1.20662 1.18883 1.24962 1.75566 2.07205 1.13347 1.82073 1.13195 2.25323 1.09221
threshold=1.0000000180025095e-35 51.500000000000007 0.19000000000000003 5.0009086044551614 1.0000000180025095e-35 2.533010400260828 -0.22499999999999998 0.38750000000000007 0.074999999999999997 1.0000000180025095e-35 3.4432538023143779 0.12060606060606062 0.25000000000000006 4.420773815517415 0.1012820512820513 1.0000000180025095e-35 0.75449491438277516 0.31909090909090915 1.0000000180025095e-35 2.9797363981426757 1.5000000000000002 0.024404761904761908 4.9725856982405903 0.062418346836329859 1.0000000180025095e-35 3.6355547771300549 0.48750000000000004 3.7666825895759684 3.342730752564798 38.500000000000007 3.3536489182451987 0.37998564976997429 4.8027942719406207 0.11651583710407241 1.0000000180025095e-35 1.0000000180025095e-35 0.71154260306773509 0.97500000000000009 0.35599078341013829 0.36250000000000004 -0.22499999999999998 4.420773815517415 4.1231023388601686 4.4569558664948525 0.62500000000000011 3.5666825895759682 0.2950000000000001 0.31253526018209066 0.51250000000000007 3.7385744636323821 3.7222509892493991 37.500000000000007 3.9303249852141158 1.0000000180025095e-35 3.7065212271721317 0.46250000000000008 4.5000000000000009 3.6656344265871392 3.7556752830605151 3.5194678211575181 3.6248351047945473 3.567678236601139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 8 57 24 39 9 14 -10 12 51 -11 15 17 23 18 19 29 28 22 52 -17 53 26 61 -27 -16 -1 -14 -32 -33 38 35 37 -37 -35 -30 -8 -19 42 44 -43 45 46 47 -13 50 -50 -47 -12 -20 -7 55 56 -55 -6 -59 -36 -61 -26
right_child=-2 2 3 -5 5 6 7 -9 10 13 11 41 30 -15 20 16 -18 40 21 -21 -22 -23 -24 -25 25 27 -28 -29 33 -31 31 32 -34 34 59 36 -38 -39 -40 -41 -42 43 -44 -45 -46 48 -48 -49 49 -51 -52 -53 -54 54 -56 -57 -58 58 -60 60 -62 -63
leaf_value=0.018946025977049388 -0.03006370268832987 -0.036976787876089545 -0.026155954751327596 0.033241464111542086 -0.021985349586142299 0.016366992687726394 -0.002435159271063107 -0.011044382100603966 -0.013482380426505652 0 0.029394188605328123 0.0028984233404747168 -0.0018846747517518542 -0.01882665776795623 0.015382327900429609 0.008167164697609074 -0.0056761926132698317 -0.019479624184790312 -0.0026003919656192123 -0.0057289921637495682 -0.017170096155307322 0.0019118547783122304 0.0052687899033593451 0.031583967093238678 0.002335304314237196 -0.014759957056257426 0.020821048298515572 0.0065087143439245048 -0.00042770330930008634 0.046990290297041923 -0.02431997890818802 0.010630255364673971 -0.016120533829378073 0.0023906255436070842 0.014078222611842236 0.013380841408356188 -0.0088336566795671635 -0.0040787905866981689 -0.023659060835628468 0.019011074969317154 0 0.02482209615856663 -0.019511818764339741 0.0061953696549790788 -0.010446202687197582 0.0061770380579167792 0.018242391634862711 -0.022200644551054451 0.0072527794681106561 -0.014598757824771869 0.020824854746439275 0.0020142197830631758 -0.025422163780989181 -0.0061147050687462576 0.015370360992822954 -0.012219178471570056 0.021825104746001859 0.0049987973363770418 -0.022662412873430734 -0.0079859072035334596 0.0045993777585741314 -0.01185240899483277
leaf_weight=4.9864040277898294 3.9371961392462245 7.6282416936010149 3.8818162921816093 5.689879534766078 11.98033966869116 7.9326414614915874 5.1819479595869762 38.362736221402884 6.9447106774896374 7.4072845764458206 3.9559227889403692 7.7986568361520785 12.404675001278521 10.78493285551667 4.4932947847992173 5.3111824281513709 5.0208041779696932 6.5194127932190895 4.192423436790703 6.6924181357026091 6.2089113742113105 23.249809361994267 3.6562239900231353 7.3861743770539761 14.620055964216595 12.783893596380951 4.7934150993823996 4.1317026168107978 5.2606954276561719 4.1545618921518326 9.4295310135930759 3.1517437826842061 3.2792346533387899 103.49447228573263 7.1086933761835089 9.979248156771062 62.196935033425689 89.297835931181908 4.493927551433444 3.9975043199956417 5.942781984806059 6.9412909783422938 4.5114175360649815 34.410641187801957 4.8705833312124005 26.596039908006787 4.0303515661507836 5.7209308221936226 12.465591259300711 6.0129788033664218 12.844702278263865 3.0737492870539427 5.9657350331544876 4.4128450453281456 4.9350533410906783 7.4404021427035323 4.3399155288934708 4.7173863463103753 3.3261605817824602 16.57377764582634 51.970187515951693 6.8183416351675978
leaf_count=36 64 83 68 100 205 65 72 496 51 84 45 61 108 127 37 69 42 34 49 44 33 275 36 72 164 163 53 48 32 35 67 30 32 686 56 127 545 948 37 57 35 49 45 368 42 208 39 36 87 36 139 29 54 28 35 42 33 72 53 107 461 82
internal_value=-0.00116294 -0.00100329 -0.0115195 0.00849642 -0.000757838 -0.00424956 -0.00221517 -0.00752392 7.47087e-06 -0.000871996 0.00245521 0.00319349 -0.00404703 -0.0113881 -0.000422833 0.00336936 0.0142301 0.000299202 0.00302046 0.0164281 -0.00131334 -0.00260352 -0.0105499 0.0225327 0.0012084 -0.00221593 0.0020957 -0.00919909 -0.00100949 0.0330677 -0.00999126 -0.0158555 -0.00218026 -0.00124548 -0.000913219 -0.00198415 -0.00565084 -0.000575921 -0.0119934 0.00647086 -0.010643 0.0052691 0.00308453 0.00957086 0.00447321 0.00554043 -0.00107568 -0.00745394 0.00764519 0 0.0111798 0.018639 -0.0168146 0.00647804 0.00236523 -0.00137139 0.0072467 -0.0159771 -0.00598411 0.00275389 0.00145462 -0.00196756
internal_weight=791.702 787.765 17.1999 9.5717 770.565 139.774 119.75 47.5422 630.791 462.348 168.443 161.498 35.2949 18.1922 444.156 83.0779 17.7182 65.3598 52.8976 15.8334 361.078 37.0642 13.8144 12.6974 72.2083 43.1474 26.2318 16.9156 354.869 9.14097 28.2652 15.8605 6.43098 350.376 340.621 264.968 72.1762 192.792 9.75462 9.17945 12.4622 126.203 84.8513 41.3519 80.3398 75.4693 17.5499 13.5196 57.9193 18.4786 39.4407 7.02967 10.1582 29.0609 21.1282 16.1932 8.75276 20.0239 8.04355 75.6527 68.544 21.4384
internal_count=7516 7452 251 168 7201 1668 1338 625 5533 4061 1472 1421 311 211 3850 781 183 598 529 115 3069 414 139 141 713 510 299 211 3036 71 237 129 62 2999 2930 2306 672 1634 69 129 69 1110 693 417 648 606 136 97 470 123 347 74 103 203 138 103 61 330 125 624 568 246
is_linear=0
shrinkage=0.03


Tree=114
num_leaves=63
num_cat=0
split_feature=54 0 49 42 27 28 1 17 14 36 11 11 11 43 11 43 47 14 21 11 42 1 14 47 14 11 1 1 1 3 21 12 42 13 11 49 14 25 3 14 11 47 42 4 45 3 9 43 3 14 3 11 11 4 42 14 13 13 42 14 14 42
split_gain=3.7248 2.10313 9.74579 9.18695 2.06363 3.03149 3.06915 2.63157 2.32263 2.21024 8.55982 2.97165 3.37123 3.12 2.71018 2.56894 2.47418 2.23697 1.98599 2.79876 2.76955 1.9215 1.75489 1.75081 1.72961 1.72663 3.05788 1.72196 2.35118 1.8044 1.70214 2.61975 1.75672 2.76376 1.6877 2.35496 1.67509 3.47102 2.01063 1.94909 1.6356 1.63262 2.73194 1.79048 1.70149 1.61949 1.6116 1.58063 1.54925 1.52764 1.52273 2.53397 4.08126 3.4516 1.91658 2.82221 2.62577 2.2528 2.09743 1.77729 1.72187 1.45419
threshold=1.0000000180025095e-35 51.500000000000007 0.19000000000000003 5.0009086044551614 1.0000000180025095e-35 1.0000000180025095e-35 3.4855547771300555 1.5000000000000002 0.62583333333333346 1.0000000180025095e-35 0.80039597484269975 0.91640860664678481 0.92591708652102567 0.52500000000000013 0.91391882076512887 -1.0000000180025095e-35 2.5000000000000004 0.65536398467432966 0.44209185988959432 0.93388869428251386 3.8074466511864684 4.9554551764248354 0.65235814296241723 3.5000000000000004 0.62414383561643849 0.88606640057007624 4.4557053684909791 4.9554551764248354 4.8131109377704355 0.11651583710407241 0.30797866047458744 0.4250000000000001 3.4809981774225514 1.0000000180025095e-35 0.69744992305541842 0.32500000000000007 0.63299319727891168 1.0000000180025095e-35 0.46250000000000008 0.64902948861515497 0.87112665353530638 3.5000000000000004 3.9303249852141158 0.30901856763925734 1.5000000000000002 0.51250000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 0.038126361655773426 0.60741758241758248 0.43750000000000006 0.87663030679303289 0.86155979732086796 0.22361111111111112 4.6403115322251036 0.6903085177733066 0.90000000000000013 1.0000000180025095e-35 3.6136629030736409 0.64346246973365628 0.64686274509803932 3.6248351047945473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 9 -7 30 49 11 16 13 24 14 34 17 -11 46 19 27 -20 22 -18 25 -13 26 -9 28 -10 -30 32 -32 -6 -34 41 48 37 -14 -38 -40 -37 44 -43 -44 -1 -19 -12 -26 -36 -8 51 52 53 -25 55 56 -55 -56 -57 -53 -59 -51
right_child=-2 2 3 -5 7 6 8 23 18 10 15 12 36 -15 -16 -17 21 45 20 -21 -22 -23 -24 50 47 -27 -28 -29 29 -31 31 -33 33 -35 35 40 38 -39 39 -41 -42 42 43 -45 -46 -47 -48 -49 -50 61 -52 59 -54 54 57 58 -58 60 -60 -61 -62 -63
leaf_value=-0.0054482115773756062 -0.029910899902026576 -0.036715787950620082 -0.025945487276201273 0.03287199837155811 0.0020420096412759325 0.017009809424537909 -0.00086040799629986757 0.022456863642178936 -0.00087333921118742139 0.027472118589502548 0.01568148396866471 0.035300941511335275 0.023503454805479232 0.025316444455604981 -0.024516075323083652 -0.017422166615527257 -0.0071045984916408176 -0.021616541520105597 0.0349087142078542 -0.027908839963647899 0 0.023868489190023396 0.0083424439757022236 0.026281903568290681 -0.0039029638479342538 -0.015024150861391547 -0.0099731699717752007 0.014146542776033767 -0.030106084417473259 -0.0038912069855652136 0.019905596359977931 -0.0070057570283227153 -0.03015291883634897 -0.0028937841421605159 0.018415933456615807 -0.022065994232249551 -0.019171838684963107 -0.0065118467223294193 -0.016179714926976167 0.0059379333195392773 0.0013323207516348192 -0.0034806438928972174 -0.0041496416316801647 -0.025956874771114177 0.014921265610479056 -0.00054158629721179471 -0.0043720842671782162 0.019837780235698248 -0.00097707598801135957 7.0287946242800301e-05 0.00012163879810728893 0.0063994774565188242 -0.02472907870700989 -0.012288813957301593 0.027623311828599537 0.032146270049828819 0.012968290409632949 0.011797163754251617 0.003689466844400495 0.029413094455150359 -0.010517036307318336 0.015703664031305711
leaf_weight=12.199381265789272 3.8410661704838267 7.4560227692127254 3.7987876646220666 5.5850559175014496 6.0082280654460218 11.146321464329956 13.811899751424788 4.2748746238648909 80.251176051795483 4.2069670334458342 3.8792010508477714 3.7930810600519171 6.9630667120218259 3.2609847486019126 5.1286201253533354 37.221293622627854 13.890043733641511 11.588636672124268 2.8897717194631678 3.6572605445981017 5.9173712339252234 3.2851838245987883 12.274799915030597 7.3219348769634953 3.7481413148343554 7.7473720982670775 5.8874696455895901 5.5098210871219626 4.5002731624990684 6.1570915970951319 4.9660538071766487 8.2671902701258642 6.7524901293218118 7.60066475905478 3.562734952196478 7.8378018476068956 5.8309365063905743 6.1399553567171097 4.4842625558376339 14.85669047012925 3.3121334537863731 24.367204878479242 5.7987650558352497 11.999704943969844 5.0300568640232077 5.3904881421476594 27.586084878072143 5.5845233015716067 188.16042444854975 8.6025518253445643 35.349836282432079 6.4962276518344861 3.598700772970914 16.91247067600489 5.6792041510343578 2.9755761809647074 4.3429048936814061 9.5917511358857137 11.630271403118966 7.5385899282991886 4.1387512590736142 18.486798983067274
leaf_count=114 64 83 68 100 48 88 114 38 652 46 37 42 60 49 43 416 128 132 32 19 63 46 141 75 36 58 47 50 33 48 56 57 39 90 32 80 50 82 34 135 34 264 73 145 58 55 249 58 1751 58 280 64 32 118 45 29 56 120 119 71 47 165
internal_value=-0.00113137 -0.000975572 -0.011425 0.00839077 -0.000736156 -0.00156027 0.00194064 0.00219716 0.000758061 -0.00285061 -0.00635119 -0.0015319 0.0050264 -0.00280233 -0.00318633 -0.0114054 0.00632723 -0.00660657 -0.00148802 -0.00274625 0.0118867 0.00293937 0 0.00411084 0.0180329 -0.00439666 0.00325991 -0.00167391 -0.00272757 -0.0158642 -0.00520851 0.00279265 -0.010677 -0.0163684 -0.00272801 -0.00138586 0.000339532 0.00910109 -0.00402053 0.000389725 -0.0146858 -0.0071916 -0.0103638 -0.0193105 0.000257301 -0.0153592 -0.00162687 0.00979187 -0.000566623 0.00686145 0.00548631 0.00776934 0.00515716 0.00704427 0.00430206 9.76298e-06 -0.00677584 0.0118455 0.010248 0.019422 0.00458591 0.0109959
internal_weight=790.073 786.232 16.8399 9.38384 769.392 602.312 160.93 167.081 149.784 441.381 119.323 322.058 51.4007 270.658 267.397 85.6657 33.657 48.4444 108.883 100.076 8.80714 29.45 26.1648 133.486 13.1257 17.9097 10.1623 96.4184 90.9085 10.6574 33.5946 13.2332 20.3614 14.3532 262.268 202.873 38.2749 13.103 25.1719 19.341 11.1499 59.3951 42.1657 17.7985 17.2294 16.9791 31.4653 9.33266 191.723 40.9013 115.576 80.2264 66.1916 62.5929 55.2709 35.8612 21.2554 19.4097 14.6058 14.0348 13.7305 27.0894
internal_count=7516 7452 251 168 7201 5712 1322 1489 1234 4390 1250 3140 497 2643 2594 889 361 473 897 802 95 315 269 1199 136 143 85 783 733 81 290 113 177 129 2551 1897 361 142 219 169 114 654 482 218 172 187 286 94 1783 337 1056 776 641 609 534 322 174 212 148 135 167 223
is_linear=0
shrinkage=0.03


Tree=115
num_leaves=63
num_cat=0
split_feature=54 0 49 42 32 31 13 0 0 45 32 31 31 50 34 42 42 42 4 47 27 32 4 1 53 42 11 11 50 32 11 11 43 27 32 50 4 32 11 1 4 43 50 32 13 4 32 56 12 42 1 1 1 11 50 50 50 1 11 42 43 21
split_gain=3.60756 2.03295 9.39477 8.83753 2.031 3.94054 3.26743 2.66658 3.65259 2.65091 2.59547 6.86442 2.33388 2.74079 2.69329 2.26111 2.66842 3.94398 1.91437 1.85639 2.1866 1.96545 1.85091 1.99871 1.84616 3.61609 2.80366 2.20735 2.56738 1.96638 1.73661 2.84747 2.51643 2.39325 4.85642 1.71658 1.7081 1.60916 1.52144 2.37207 2.37135 2.34609 1.55306 1.50712 1.67615 1.47104 1.71678 1.52935 1.51786 2.77628 1.34461 1.65891 1.30196 1.19822 1.18979 1.13488 3.15579 2.20427 1.96154 1.4834 1.32904 1.23575
threshold=1.0000000180025095e-35 51.500000000000007 0.19000000000000003 5.0009086044551614 0.15000000000000005 0.2950000000000001 0.90000000000000013 24.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 3.1307312134163801 1.0000000180025095e-35 4.8244373509905714 3.885512953955101 3.9946825456761439 0.39990933816863111 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.39990933816863111 4.8859497000344776 1.0000000180025095e-35 4.352747819918128 0.74664420241889318 0.73078423933237657 3.3361473422153938 0.16500000000000004 0.7724841377934476 0.77649011669724821 -0.52499999999999991 1.0000000180025095e-35 0.17500000000000002 3.2806961417784364 0.45049019607843144 0.17500000000000002 0.80039597484269975 4.7168999848499089 0.42476927252985891 0.074999999999999997 2.9797363981426757 0.17500000000000002 0.90000000000000013 0.27149877149877155 0.25000000000000006 1.0000000180025095e-35 0.37500000000000006 4.4388619644709264 4.5825160859466125 4.4756736333796594 3.6437425525307248 0.76365788906765653 3.1963557881865921 2.8153069638604364 2.533010400260828 3.7065212271721317 0.92591708652102567 3.6656344265871388 0.074999999999999997 0.41061959464173559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 24 7 8 -1 -10 11 12 13 -8 18 16 22 -18 -15 53 21 -21 23 55 26 -26 27 45 43 -28 36 -32 52 37 -35 -12 -31 -34 39 41 -41 54 -43 -29 -45 50 47 48 49 -47 51 -6 -33 -17 -19 56 59 -58 60 -9 -57 -60
right_child=-2 2 3 -5 5 -7 10 15 9 -11 35 -13 -14 14 -16 19 17 38 -20 20 -22 -23 -24 -25 25 -27 29 28 -30 30 31 32 33 34 -36 -37 -38 -39 -40 40 -42 42 -44 44 -46 46 -48 -49 -50 -51 -52 -53 -54 -55 -56 58 57 -59 61 -61 -62 -63
leaf_value=0.0042816791846142666 -0.029759074057763558 -0.036459922450037478 -0.025734864330466171 0.032507124790136843 0.013902682000575784 -0.03076092930591046 0.032364887196109506 -0.0040183271518758595 0 -0.030061813975485754 -0.010671143960636807 0.030613791535399563 -0.012603074425645597 0 -0.011262962218715334 -0.015775481685535955 -0.036464420716502917 -0.0051592123963053599 0.031529896921934988 0.012583270906044611 0.030202388822168098 -0.0085185561470606137 0.020260108756457153 -0.014545657774495201 0.011417550826187719 -0.024867172981842406 -0.013641746936166411 0.032784435930494155 -0.0076780498977559158 -0.012388771866716728 0.021728967188541906 0.02448435396446905 -0.0086487477091172008 0.014310138696360098 -0.0069080564615116875 0.011104677425624519 0.0059089389133975528 -0.0019485239709788524 -0.019973504444617367 0 0.029584520615019747 -0.0085456961556896801 0.013453973930956185 0.025540877189511344 -0.00019005674912218101 -0.0029049636253263627 0.01784034350450777 0.011497212118962864 -0.0099600073205352406 0.022984872811209971 0.021089217731747156 -0.010144264329525671 0.000342608233404166 0.0058226273196720565 -0.019327017371338014 -0.0011117465997816699 0.0049656678525923275 0.021591802144076709 -0.017367377076325859 0.0064818073751978043 0.0054372702793227231 -0.0034100814675574105
leaf_weight=7.9541162699460992 3.7472817059606305 7.2870575711131123 3.7178463656455261 5.4821206424385309 5.0264741722494346 4.1766691692173472 3.2651190385222497 38.325287211686373 3.5431863740086547 8.5452121198177338 8.9658377505838853 11.969599379226564 6.258202012628316 3.7738238088786584 6.5632307454943657 3.9675927422940713 3.5201013088226309 15.104227168485524 3.1543119661509991 14.934214994311338 4.7838015314191571 4.8783187717199317 4.1638343110680571 7.4616698324680319 3.1504009999334794 7.9387294836342335 15.87900200486183 4.6342096887528923 3.916316330432891 25.992242025211457 4.3816768042743197 4.3741638064384443 57.710516460239887 19.108550909906626 18.957393676042557 4.6884549334645262 4.9583898633718482 80.066809512674809 4.8182763233780852 6.7848318070173246 3.4671668522059917 4.2090946212410909 7.2711084820330143 3.3705671057105047 5.0651338025927544 37.654051907360554 3.7630065120756617 6.1331088077276936 22.943072263151407 3.9286308232694855 5.2347580790519705 4.7540063783526421 4.5340030193328857 4.5312021262943745 9.9731475040316564 75.472487319260836 22.550895031541586 11.498368151485918 7.9003126360476008 17.303295135498047 43.114459466189146 25.830093767493963
leaf_count=50 64 83 68 100 38 49 54 262 27 103 80 502 71 41 39 27 28 146 50 175 67 39 29 41 39 111 289 46 35 205 43 32 579 143 194 46 40 848 37 53 31 30 63 26 49 321 52 57 181 38 47 35 33 46 83 535 161 88 54 120 316 177
internal_value=-0.00109989 -0.000947838 -0.0113318 0.00828558 -0.000714279 -0.00237024 0.000714179 -0.000252556 -0.010842 -0.0211893 0.00800182 0.0123442 0.00240215 0.00844269 0.00182672 0.00035671 -0.000425562 -0.00640672 0.0150368 0.00779402 0.0120058 0.00705448 0.000855382 0.000491482 -0.00200061 -0.0140076 -0.00158626 0.0024201 0.0122817 -0.00341912 -0.00264261 -0.00152174 -0.00212851 -0.00294977 0.0036055 -0.00270857 -0.00924569 -0.00480699 -0.00410875 -0.00227007 0.0101437 -0.0059508 0.00486612 0.0187403 0.00974961 0.000456985 -0.00120687 -0.00235342 -0.00379407 -0.000217042 0.00900558 0.00164393 0.013133 -0.0037014 -0.0111394 0.000991539 0.00367396 0.0108488 -0.000551164 -0.000633264 0.0012239 -0.00693908
internal_weight=788.431 784.684 16.487 9.19997 768.197 357.652 410.545 361.906 20.0425 12.0884 48.6386 34.9843 23.0147 16.7565 13.4914 341.864 308.769 55.148 6.92814 33.0951 24.5963 19.8125 253.621 249.457 353.475 11.0891 342.386 106.423 16.9862 235.963 220.084 189.133 184.751 175.843 38.0659 13.6543 30.9506 137.777 51.6279 46.8096 10.252 36.5576 11.4802 13.0699 8.4357 89.4371 74.4219 70.6589 64.5258 41.5827 15.0152 9.78048 8.90817 8.49879 25.0774 241.995 89.6778 34.0493 152.317 55.6286 118.587 33.7304
internal_count=7516 7452 251 168 7201 3530 3671 2788 180 130 883 757 255 184 130 2608 2254 471 91 354 281 214 1783 1754 3481 150 3331 925 156 2406 2117 1872 1829 1764 337 126 245 1427 443 406 84 322 93 121 75 769 649 597 540 359 120 73 65 73 229 1713 631 249 1082 382 851 231
is_linear=0
shrinkage=0.03


Tree=116
num_leaves=63
num_cat=0
split_feature=54 26 58 50 41 26 42 26 26 43 50 11 11 11 47 26 50 42 12 50 42 11 43 53 9 47 48 11 5 49 11 11 43 12 13 34 11 11 50 21 26 43 50 11 11 42 11 21 11 50 11 11 21 43 26 26 21 26 26 45 50 50
split_gain=3.49381 3.1091 1.72415 3.48551 3.41574 2.40525 2.32101 2.1052 4.80235 1.67815 2.39267 1.4757 1.67802 2.44525 1.55505 1.40571 1.36564 1.31946 5.17157 3.66776 2.99823 1.9781 1.3694 1.93704 1.81169 4.3409 2.79609 3.08953 3.50637 3.02502 2.84558 2.65291 2.44332 2.11506 2.19096 4.25284 1.99197 1.935 2.33705 3.05146 2.49345 1.62343 1.76009 1.5966 1.43764 1.28265 1.5843 1.26567 1.98266 1.16349 1.16221 1.50398 1.14512 3.70162 2.08355 1.8937 3.32273 2.96434 3.22565 1.44906 1.93294 1.36201
threshold=1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 2.533010400260828 1.0000000180025095e-35 8.5000000000000018 3.5223737282238914 3.5000000000000004 6.5000000000000009 -0.22499999999999998 3.315707808323157 0.84958336294286541 0.89242556901957382 0.88669055975826294 4.5000000000000009 5.5000000000000009 3.4150731631156739 5.1200721840520744 0.52500000000000013 1.0000000180025095e-35 4.9763905204053005 0.80039597484269975 0.074999999999999997 1.0000000180025095e-35 0.12500000000000003 3.5000000000000004 1.0000000180025095e-35 0.91667064739399207 0.042572463768115944 0.32500000000000007 0.75131583656530132 0.93090551165006608 -0.22499999999999998 0.12500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.91132844131728363 0.92655500207251118 2.8625437813686543 0.32799908871127548 9.5000000000000018 0.17500000000000002 3.3723414149732767 0.68059878154418929 0.95110674117103544 3.6063254455389058 0.90941225990451124 0.36233510479454678 0.91195260050547045 2.4194005465518993 0.91073272698808538 0.93349589109791131 0.33422697885096053 0.52500000000000013 7.5000000000000009 8.5000000000000018 0.36689170450205044 10.500000000000002 12.500000000000002 1.5000000000000002 3.3536489182451987 3.0678793895128593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 5 7 50 -6 -5 -9 11 -11 -10 13 14 -13 -8 -12 19 21 20 -1 -19 23 24 25 31 27 28 29 -26 -30 45 -29 -28 36 -36 -35 38 39 -27 -40 42 -24 -25 49 -21 -47 -14 -49 -39 -4 -52 53 59 -55 -54 -57 61 -59 -43 -61 -58
right_child=-2 -3 3 4 6 -7 15 8 9 10 16 12 47 -15 -16 -17 -18 18 -20 22 -22 -23 41 43 26 37 33 32 30 -31 -32 -33 -34 34 35 -37 -38 44 40 -41 -42 52 -44 -45 -46 46 -48 48 -50 -51 51 -53 55 54 -56 56 57 58 -60 60 -62 -63
leaf_value=-0.030398919787000413 -0.029608123470032967 -0.028287752920673089 -0.015169861634265671 -0.016461208477858029 0.0046550012684324392 -0.02843869223499778 0 0.021251016036397882 -0.017370009516741246 0.0049119917369871424 -0.024687194024956505 -0.0038571942909629486 -0.0089630433911730856 0.032041818350124603 0.015991493716033853 -0.021649541839002223 -0.0052748388185775291 0.0064545226914076142 0.032790469006733408 0.0069296373948926062 0.010456678330638092 -0.020583349959745874 0.030224200785152446 0 0.0003013073345421917 -0.0060533962512845391 -0.026564775603795904 0.0016716228138914946 0.010995299382058414 -0.016564899375200177 -0.012883096013211024 0.022669667755339851 0.027237167598970564 0.0045867609887310203 0.00507357248806107 -0.023913177476906692 -0.015800614388597665 -0.028786961006089837 -0.021286048899604875 0.0095399406734914989 -0.0035381155549897287 -0.0052301170654702363 0.0021167260056879468 -0.018046446395124257 0 -0.018249679881408673 0.0046714246854947482 0.023190084456181832 0 -0.011367749262847563 0.018257085636401479 -0.011138440838231014 0.012746084354948936 0.039077614389185097 0.0056438601445203641 0.018494436097608317 0 0.015623374249629781 -0.012865077981547858 0.0095479014747162135 -0.0043422821201787292 -0.018058400635765425
leaf_weight=6.1295420192182055 3.6557982657104722 3.5312484074383965 6.1031112633645552 5.8446986265480509 4.9306279234588173 7.8174633290618649 3.1204278655350235 9.9484803602099401 3.008869193494319 8.339510917663576 6.7313533890992394 7.7122896108776349 10.522485285997389 3.7564038373529902 5.8371193595230579 14.035970037803052 8.328969528898595 5.7270711306482536 5.0430335383862248 15.43195963650942 1.7997583393007515 3.7559893988072872 3.6498021716251952 7.2978853322565582 176.13606121856719 27.405028579756618 3.8440095297992221 6.9801612310111523 42.976600175723433 9.8919411897659284 4.6216446831822386 6.7024632804095736 7.4946531914174539 26.078658573329452 7.2573677115142354 10.641419894993305 4.9126995392143717 6.3062900453805986 11.622205466032026 18.879985686391592 20.85411050543189 55.802542758174241 5.3323232252150774 10.404122784733771 5.1686908155679694 5.1083455830812436 4.7984463386237621 3.6356359571218517 22.280541587620974 12.830233249813316 2.8660429045557976 2.8318203948438168 18.490495814941823 2.8196303844451895 5.1724231112748384 7.6463481914252034 4.6424947194755104 10.282200178131459 5.0490690357983103 17.553844602778554 17.508886517956853 11.174106303602455
leaf_count=115 64 86 73 63 68 188 34 74 28 97 120 68 98 39 58 219 102 70 102 110 22 27 42 82 1705 179 23 49 454 87 27 54 63 179 103 75 30 35 74 162 148 399 50 124 34 40 36 37 209 80 35 33 161 34 55 61 37 84 42 208 180 81
internal_value=-0.0010701 -0.000921558 -0.000782554 -0.00382782 -0.00181214 -0.0155116 -0.0124049 0.000584657 0.00179084 -0.000596739 -0.00737965 0.00211065 0.00337285 0.0110131 0.00436552 -0.0176506 -0.0145544 -0.000118482 0.00874301 -0.000336175 -0.0203585 -0.00383878 -6.34078e-05 -0.000924318 -0.000512437 -0.00340383 0.000767581 0.00211906 0.00125128 -0.000580153 0.00850705 0.00611871 0.0155084 -0.00546141 -0.00357846 -0.0119023 0.00108203 -0.00642841 -0.00401744 0.000191842 -0.0101645 0.00226373 0.0146009 -0.0106134 -0.0138998 0.00136256 -0.00668122 -0.000132288 0.00326461 -0.0176568 -0.00611701 0.00274799 0.00149788 -0.00040344 0.0188379 0.00487339 0.000921031 -0.00329205 0.00581006 -0.00219936 0.00245628 -0.0124519
internal_weight=786.063 782.408 778.876 137.652 118.033 19.6184 22.087 95.9464 90.1017 80.1532 23.3998 56.7533 53.7445 17.3058 13.5494 17.1564 15.0603 641.225 14.5261 626.698 7.9293 9.48306 618.769 453.645 435.943 135.108 300.835 248.101 233.626 186.028 47.5982 32.0412 14.4748 52.7342 48.8901 17.8988 30.9914 103.067 78.7613 46.285 32.4763 165.124 8.98213 17.702 24.3052 25.3388 9.90679 36.4387 25.9162 19.1365 11.801 5.69786 156.142 98.8573 7.99205 57.2847 38.7942 31.1479 15.3313 90.8653 35.0627 15.8166
internal_count=7516 7452 7366 1643 1314 329 321 993 930 856 319 537 509 165 126 253 222 5723 199 5524 137 97 5387 3953 3747 952 2795 2385 2273 1792 481 240 112 410 387 178 209 712 563 341 222 1434 92 206 149 186 76 344 246 115 141 68 1342 876 89 466 305 244 126 787 388 118
is_linear=0
shrinkage=0.03


Tree=117
num_leaves=63
num_cat=0
split_feature=26 0 49 45 58 50 41 26 11 26 26 43 50 26 26 11 11 27 50 31 43 53 9 47 11 32 38 0 28 32 21 43 26 27 11 0 21 11 11 49 26 31 26 17 0 47 11 43 50 11 32 26 31 12 0 11 50 21 21 43 12 0
split_gain=3.00306 1.96759 8.88094 3.3106 1.73648 3.34468 3.24192 2.37128 2.22441 2.00629 4.54517 1.58823 2.28365 1.57939 1.49297 1.40005 1.78373 1.34607 1.32934 1.31353 1.19634 1.87602 1.80523 4.09291 2.49907 2.15173 2.5454 2.46143 2.02341 2.80771 2.92146 2.47093 2.41694 2.76676 2.56453 2.35161 2.40604 2.22139 2.15348 2.50436 1.95767 1.9559 2.80892 2.55596 2.11799 1.65525 1.6117 1.61048 1.69845 1.53364 2.05281 1.49826 1.47123 1.81125 1.5086 2.31145 2.13396 1.78416 1.63251 2.46462 1.37321 1.34175
threshold=14.500000000000002 51.500000000000007 0.19000000000000003 0.97500000000000009 1.0000000180025095e-35 2.533010400260828 1.0000000180025095e-35 8.5000000000000018 0.88420077387660712 3.5000000000000004 6.5000000000000009 -0.22499999999999998 3.315707808323157 8.5000000000000018 5.5000000000000009 0.84958336294286541 0.86155979732086796 1.0000000180025095e-35 3.4150731631156739 0.16000000000000003 0.074999999999999997 1.0000000180025095e-35 0.12500000000000003 3.5000000000000004 0.93090551165006608 0.17500000000000002 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 0.17500000000000002 0.38265576611255103 -0.22499999999999998 10.500000000000002 1.0000000180025095e-35 0.93464361590809553 49.500000000000007 0.34979088507391742 0.80369124392186542 0.91413030679303287 0.32500000000000007 8.5000000000000018 0.16000000000000003 12.500000000000002 1.0000000180025095e-35 36.500000000000007 2.5000000000000004 0.78862344337608847 0.17500000000000002 3.3723414149732767 0.68059878154418929 0.16500000000000004 12.500000000000002 0.31000000000000011 0.57500000000000007 49.500000000000007 0.76491201459805602 3.3536489182451987 0.42321967233550761 0.40142787597286578 0.52500000000000013 0.22500000000000006 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 20 7 9 -6 13 -7 -11 15 -13 -8 -10 -12 -17 -18 -14 -19 21 22 23 24 -1 27 40 -25 32 30 31 37 33 34 38 36 -35 -30 39 -24 -27 42 45 -43 51 -34 -47 48 -22 -23 -51 -45 53 54 57 -56 -57 58 59 -49 -33 -29
right_child=-2 2 3 -5 5 6 8 -9 14 10 11 12 18 -15 -16 16 17 19 -20 -21 47 49 28 25 -26 26 -28 61 29 -31 -32 60 41 35 -36 -37 -38 -39 -40 -41 -42 43 -44 44 -46 46 -48 52 -50 50 -52 -53 -54 -55 55 56 -58 -59 -60 -61 -62 -63
leaf_value=0.0013205676838938022 -0.028183130973981504 -0.036126951157619012 -0.0099895611344098887 0.02543645736131717 -0.005965528854977557 -0.016182691233444312 0.014598100285939015 -0.028307499155836718 0 0.020712666239531045 -0.01698543631640325 0.0047615132128618377 -0.024384748906216266 -0.015761864321944045 -0.022537768593446809 0.026380923013419006 -0.00082708753318453678 0.018373411262495132 -0.0051300234679434306 0 0.029560800092935303 0 0.0010941873463848266 0.012220956857128993 0.022012090338045239 -0.0066582639013497728 -0.013072083839314354 -0.025219664017605944 0.0088652448047047971 -0.0042771245081955987 0.029821650846744881 0.016660049761085843 0.0074016836526955739 0.0024467609571104266 -0.024945467343196959 0.036013176689811494 0.027637423464817228 0.035935757733143212 0.020905677202544732 -0.022895217600190032 0.015968734553029947 -0.014240381974634609 -0.029851794951743938 0.0030926572908860643 -0.00063778718462595874 -0.010847904732668475 0.0015592171633609674 -0.0028370715503878274 0.002055824680445999 -0.0029807941462907965 -0.031126778648836416 0.024469861777673609 0.012469970511313679 0.013723858439491582 0.026338373821451076 0.015807263002495624 -0.011877262975896913 0.0093707702231676186 -0.015460207509066884 0.013778610490850583 -0.0028527478097866658 -0.008567655817226438
leaf_weight=25.327539654448628 3.4666968043893567 7.0422676540911189 4.189344570040701 4.6548546347767115 11.749184146523477 5.7714925855398169 3.8463752344250706 7.6219671666622153 3.1204278655350199 9.9066800251603109 2.9895095266401759 8.3511132933199423 6.614654788747429 2.2002786714583635 12.720488883554934 2.6871132366359225 38.411775382235646 7.3279612362384778 8.3130563553422672 5.3804615437984467 3.7155622756108624 7.2978853322565582 84.180518733337522 4.4574449583888045 6.701594002544879 4.4596375022083548 6.564090931788086 4.9932156335562459 17.029113404452804 19.015673786401749 5.3843099223449817 3.6094527821987894 7.2673977091908446 19.330162940546877 3.3503283113241187 2.9300745781511059 4.1610002964735022 3.4414689093828192 4.4606810435652724 3.9070923905819646 10.667841665446756 8.8841262981295568 4.5678441077470771 7.3547992482781392 34.885312341153622 34.014316353946924 11.84241012111306 97.527712887153029 5.3315153066068888 5.2236288450658304 5.0559579022228718 5.861901244148612 9.9750300459563714 8.7202357091009599 4.4678452499210826 4.352832065895198 5.3500827774405479 12.345852246508001 8.0065260976552945 8.4809504020959121 21.739396864548326 71.986186753958464
leaf_count=186 87 83 74 94 141 63 38 188 34 74 28 97 120 48 201 29 369 75 102 36 44 82 853 64 54 29 39 35 177 136 68 42 66 196 19 45 45 29 33 33 73 73 79 86 300 283 84 800 50 50 74 56 99 64 51 52 46 128 58 86 194 474
internal_value=-0.00104137 -0.000906051 -0.0113138 0.00814253 -0.000679248 -0.00373679 -0.00176535 -0.0152624 -0.0121386 0.00056361 0.00173776 -0.000580761 -0.00720349 0.00243915 -0.0180381 0.00204412 0.00327148 0.00184175 -0.0142682 0.0102611 -1.89066e-06 -0.000803303 -0.000404993 -0.00330081 0.00594584 -0.00623661 0.00192311 -0.00848292 0.000850799 0.00532272 0.00900733 0.00631206 -0.000452249 0.00245023 1.21273e-05 0.0110076 0.0073577 0.0140102 0.00103215 0 0.00890692 -0.00359924 -0.00748695 0.000244113 0.00309141 -0.00534665 -0.00752066 0.00215139 0.0143958 -0.0103728 -0.0177266 0.0132446 0.00140086 0.000605225 -0.000184521 0.00897597 4.8492e-06 -0.00127179 -0.00249112 -0.00142784 0 -0.00978807
internal_weight=784.592 781.126 15.8865 8.8442 765.239 137.013 117.641 19.3712 21.8876 95.7538 89.9823 80.0756 23.2788 6.04665 15.8409 56.7968 53.8073 51.1202 14.9277 12.7084 628.227 459.952 442.375 135.158 32.0291 103.128 21.6916 81.4368 307.217 70.2194 51.2037 45.8194 236.998 122.32 95.8986 26.4212 23.4912 20.4706 92.5483 88.0876 15.1275 114.678 57.692 56.9861 48.102 53.1241 45.8567 168.274 9.04708 17.5775 10.2796 13.2167 159.227 149.252 140.532 14.1708 9.70291 126.361 114.015 106.009 25.3488 76.9794
internal_count=7516 7429 251 168 7178 1643 1314 329 321 993 930 856 319 86 235 537 509 480 222 111 5535 4057 3851 954 240 714 141 573 2897 646 510 442 2251 1224 938 286 241 206 919 886 102 1027 512 515 442 433 367 1478 94 206 124 142 1384 1285 1221 149 98 1072 944 886 236 509
is_linear=0
shrinkage=0.03


Tree=118
num_leaves=56
num_cat=0
split_feature=54 26 0 49 42 58 50 43 27 47 14 32 26 25 14 32 26 26 14 26 11 14 14 48 50 26 11 42 42 50 36 2 27 14 25 45 45 14 50 32 36 14 36 11 42 14 42 14 14 11 14 17 11 11 14
split_gain=3.38948 2.92147 1.94672 8.57049 8.0783 1.82289 3.2099 2.33807 1.58372 1.93085 2.82394 3.35617 3.96749 3.06956 2.91433 1.86892 1.90048 1.85636 1.41984 1.40367 1.99846 1.27789 1.47477 1.44655 1.24002 3.93468 1.70664 1.59756 1.44023 1.41202 1.19348 5.9179 2.07669 2.01905 1.87624 4.40199 2.5049 1.18406 1.09433 1.95049 1.05208 2.05878 1.01562 0.892982 0.54251 0.487804 0.460949 0.458032 1.34801 0.425962 0.296506 0.271104 0.269774 0.225669 0.0599439
threshold=1.0000000180025095e-35 14.500000000000002 51.500000000000007 0.19000000000000003 5.0009086044551614 1.0000000180025095e-35 2.4194005465518993 -0.37499999999999994 1.0000000180025095e-35 4.5000000000000009 0.67664992826398873 0.53500000000000014 8.5000000000000018 1.0000000180025095e-35 0.60180165816326536 0.17500000000000002 11.500000000000002 6.5000000000000009 0.63299319727891168 10.500000000000002 0.90341572576841023 0.80600358422939078 0.76154939587775416 1.5000000000000002 1.7585441243211084 9.5000000000000018 0.88197251286974132 5.1200721840520744 3.885512953955101 3.1963557881865921 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.69133291614518166 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 0.65655637254901966 3.1307312134163801 0.16500000000000004 1.0000000180025095e-35 0.6503424657534248 1.0000000180025095e-35 0.91073272698808538 4.6186198135562337 0.67175839552238814 3.7789382144677943 0.66565040650406515 0.65155075187969935 0.91195260050547045 0.68588039867109651 1.5000000000000002 0.9011067411710354 0.63698012568534057 0.61811868686868698
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 21 42 -8 9 10 11 12 14 -14 -9 16 40 -11 -17 49 -21 22 23 24 25 28 47 30 -1 -29 34 32 -32 -33 36 -36 -26 -25 39 -24 41 -10 45 -44 -30 54 -40 48 -27 51 -49 -19 -12 -23 -7
right_child=-2 -3 3 4 -6 6 7 8 15 17 52 -13 13 -15 -16 18 -18 19 -20 20 -22 53 38 37 27 26 -28 29 44 -31 31 33 -34 -35 35 -37 -38 -39 46 -41 -42 -43 43 -45 -46 -47 -48 50 -50 -51 -52 -53 -54 -55 -56
leaf_value=0.017391962033390818 -0.029457885680467016 -0.028043549260145385 -0.035881668282739629 -0.025284021487848456 0.031742515062979773 -0.011340285915141749 0.019512968944317151 -0.01164742602199322 -0.018378866019192881 0.019339566150267926 -0.01285979600812456 0.027408535054401995 -0.0046581293354168102 -0.025953434308905683 0.0078868858840748547 -0.026810796192216817 0.029953463663279445 0.0014844572352315025 0.00041463882870352854 0.02621611152622598 -0.0022677590049009532 0.0045531584592730604 -0.00026095048274033591 -0.019627972287503133 0.002321851621078121 -0.024215041959494716 -8.7530473523520197e-05 0.025833984552854496 -0.011825252334517167 0 -0.0094291546191261916 0.0040818030789035089 0.0032535157016430612 0.023104917879625909 0.0021404130693493612 0.023959937147084984 -0.0029154333574414604 -0.00082018672756872931 -0.006722177775953765 -0.027997937261229688 0.014192104356340975 0.012467846561132709 -0.016974702613282395 0.0069129647936498236 0.0057703849387735779 -0.0069568837396173609 0.00735267662170955 -0.033822408728104089 0.00014876029260348986 -0.014641639807765335 -0.015309199995438139 -0.0078015880269548818 -0.028931040391036868 0.023638874530683383 -0.029653353796291779
leaf_weight=6.8245424125343543 3.5648197140544644 3.3557562790811053 6.8814959358423939 3.5340385418385249 5.2116926182061434 1.7744667492806891 4.1339653283357611 10.239805944263937 3.7637952677905577 4.474733009934428 4.0936256274580938 2.5365767162293187 14.017835821956396 12.032070415094495 19.644737020134926 2.2573302052915087 3.2692749276757231 4.7002855725586441 4.4108472876250744 3.169254291802643 5.4681603405624628 2.1534369094297281 4.936157928779723 5.6336604356765729 262.34186125453562 3.3162884097546357 7.50378094613552 4.1297745853662482 2.7940816357731819 3.314273364841938 60.799760176800191 33.535761006176472 13.44967819098383 6.0695898067206135 40.94114095903933 10.529323065653442 118.8237048657611 7.7591650262475014 4.2566808350384218 4.9179935809224844 5.1619356982409954 3.4843700304627419 2.3845477253198615 2.521923178806901 2.7190562151372433 2.6511944774538279 3.7485656049102545 3.1311924997717142 3.7552316468209028 4.7976670265197745 4.4341734107583761 4.6933049485087386 5.0174741521477699 2.16415124386549 5.6966137755662203
leaf_count=55 64 86 83 68 100 22 33 103 46 36 53 45 120 271 173 43 27 39 57 39 53 31 55 30 1926 33 52 55 28 39 523 354 100 61 350 137 1319 46 28 41 42 29 32 32 32 45 42 25 30 43 51 44 82 29 134
internal_value=-0.00101183 -0.000866499 -0.000734049 -0.011166 0.00797802 -0.000508885 -0.00364993 -0.0019613 -0.00280157 -0.00452357 -0.00725756 -0.0046662 -0.00632012 -0.0148455 0.000961168 0.00421903 0.0100193 0.00202908 -0.00844054 -0.00124196 0.00786143 0.00016905 4.34234e-05 0.000306436 0.000539416 -0.00493791 -0.0125711 0.000892826 0.0082638 0.0145526 0.000690527 -0.00201838 -0.00704863 0.0072493 0.00141788 0.00679562 0.000672786 -0.00934544 -0.00839229 -0.0149822 0.00390031 -0.00280793 -0.0166879 -0.00373161 -0.00219874 -0.0221929 0 -0.0184792 -0.0108036 -0.00723184 -0.024418 -0.00259562 -0.0227859 0.0160708 -0.026495
internal_weight=782.927 779.362 776.006 15.6272 8.74573 760.379 136.396 121.367 117.233 94.8855 67.5821 58.471 55.9344 26.0499 29.8845 22.3476 15.6794 27.3034 6.66818 22.8287 8.63741 623.983 619.665 601.806 588.413 34.4783 22.1407 553.935 12.3377 7.44405 546.491 113.855 74.2494 39.6054 432.636 51.4705 381.166 13.3928 17.8594 9.85415 12.4101 7.24817 15.0287 4.90647 5.51314 10.1223 8.00525 14.6369 7.07152 14.1913 7.56537 9.39359 9.1111 4.31759 7.47108
internal_count=7516 7452 7366 251 168 7115 1643 1378 1345 1101 847 712 667 391 276 244 144 254 100 218 92 5472 5412 5246 5170 306 191 4864 115 94 4770 1038 623 415 3732 487 3245 76 166 96 117 75 265 64 60 201 70 139 63 126 76 83 135 60 156
is_linear=0
shrinkage=0.03


Tree=119
num_leaves=63
num_cat=0
split_feature=54 26 13 34 43 31 50 43 31 42 14 14 14 31 26 28 50 14 3 42 14 50 43 3 42 3 42 40 21 21 21 3 26 1 14 13 21 21 43 21 50 43 31 1 1 50 42 3 14 14 28 27 50 42 26 50 14 50 14 31 31 26
split_gain=3.28193 2.83084 1.59209 5.65784 6.00189 1.70289 4.27563 3.13136 2.05151 1.5068 4.74344 4.04843 1.54612 1.53972 3.99009 2.16211 3.32096 2.60733 2.54286 2.93151 2.36333 2.19611 2.93318 2.73956 2.19575 2.17513 1.60716 1.49109 2.69323 3.04764 2.65685 2.6042 2.53012 3.43352 4.58198 2.70071 2.3833 2.82849 2.30377 2.236 2.18736 2.07845 1.59096 1.24559 1.84141 2.56184 2.05394 1.54479 2.05484 1.84027 1.23219 1.96495 1.73176 1.2036 1.01753 1.57193 0.841207 0.837447 0.67597 0.490531 4.54523 0.39061
threshold=1.0000000180025095e-35 14.500000000000002 0.90000000000000013 1.0000000180025095e-35 -0.27499999999999997 1.0000000180025095e-35 3.1307312134163801 -0.57499999999999984 0.16000000000000003 5.1200721840520744 0.50977198761457165 0.55694444444444458 0.59658438576349038 0.12000000000000002 12.500000000000002 1.0000000180025095e-35 3.4150731631156739 0.55694444444444458 0.1478384990254171 3.5345066141412258 0.64346246973365628 2.7815080780430619 -0.52499999999999991 0.079473684210526321 4.2272874060926489 0.12060606060606062 4.3038690757349274 1.0000000180025095e-35 0.41866307262800395 0.43878357855846406 0.4109640474436812 0.56250000000000011 10.500000000000002 4.8341389671286441 0.61383572567783107 1.0000000180025095e-35 0.4018508480286741 0.37809916640504737 -0.27499999999999997 0.36866307262800391 2.8153069638604364 -0.17499999999999999 0.16000000000000003 3.7789382144677948 4.5533537917988118 3.2806961417784364 4.3751111872189599 0.1236388219978657 0.68120471014492767 0.66115363586659381 1.0000000180025095e-35 1.0000000180025095e-35 2.8625437813686543 4.6907213539591348 10.500000000000002 2.8625437813686543 0.71682389937106927 3.3361473422153938 0.63859338061465731 1.0000000180025095e-35 0.16000000000000003 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 6 7 -5 50 10 -1 -11 -13 14 15 17 18 -12 26 -20 -21 22 -19 24 -23 -24 -17 28 31 -30 36 32 33 38 -35 41 37 39 -15 42 -32 -34 -29 61 45 46 56 49 -49 -46 51 54 -52 -25 -7 -56 -45 -14 -37 -6 -61 -10
right_child=-2 -3 3 5 59 8 -8 -9 43 11 13 12 57 27 -16 16 -18 21 19 20 -22 23 25 53 -26 -27 -28 30 29 -31 40 -33 35 34 -36 58 -38 -39 -40 -41 -42 -43 -44 44 47 -47 -48 48 -50 -51 52 -53 -54 -55 55 -57 -58 -59 -60 60 -62 -63
leaf_value=-0.029659497592765496 -0.029308339866569898 -0.027920945644930681 -0.014493961412108696 -0.003845801090599264 0.02497544639330667 -0.022332322757746419 -0.0090596762817474179 0.031727246564185962 -7.5043484404245875e-05 0.032851557138013708 0.025991600212821143 -0.020026691283689373 0.013522805191504884 0.0085499223750091242 -0.029189241689528089 -0.017210572080389421 -0.017928261541418071 0.012951364357471714 0.032495935711047676 0.015757130354732245 -0.0055348203390148398 -0.0023317364362631316 0.0033301553496849243 -0.0016736003403316668 -0.031324341304396215 -0.011383668262848626 0.007055425943519965 -0.013846508749058312 -0.022124519694464329 0.0013002602456381428 0.023210244354624709 0.022730147579206109 0.0034774930357674132 -0.0071354397079922615 0.024390867399205107 0.002603241797620396 -0.024107161661093196 0.013427280932961003 -0.0055349871699240331 -0.025262090472722928 -0.00027508436632310833 0.014748773569013177 -0.0017490404532748535 -0.020206149202201273 0.026463257177401882 0.029746750212664302 0.022297274520394879 -0.013827722506179809 0.011065519386964231 -0.0039271054737976957 -0.009146380610397924 0.00075936749046318552 0.012219709314811283 0.0068454058923117294 0.0018902594955189586 -0.020004451295568687 0.00069731949980322665 -0.0059056713211596522 -0.0091669813225877059 -0.010417478299945297 0.029412508505355185 -0.016653865693905066
leaf_weight=5.1804477758705607 3.4778549224138251 3.2715289518237105 5.0628852732479599 2.8063250929117212 13.468727793544533 10.736024033278229 7.2628959957510224 6.7432986814528713 3.2193037103861561 4.0511621199548236 2.4566326662898055 2.8259242437779886 4.4458928368985653 11.743371363729237 4.9201497677713624 4.7369855865836126 4.8961734622716895 5.3042563386261454 5.3655858188867596 10.871820708736779 7.4659344479441634 5.4743750505149347 9.7112358491867763 156.31099533103406 4.7604995630681515 64.939866067841649 4.309935363009572 11.563386544585226 8.4875479266047495 10.685454070568083 5.8399098925292474 5.5971075296401969 32.294257458299398 6.5710165966302183 9.7946768775582296 6.3805492445826557 5.0879801660776129 8.0813972875475866 72.171274498105049 4.4485321119427672 7.5246178992092609 30.177606265991926 70.666680689901114 2.4042481258511526 3.145563485100868 4.9272202234715214 2.9976426903158426 10.518315866589544 3.709082690998911 3.162666492164135 7.5698394030332548 8.6497372984886187 5.8847819939255714 16.130217527970672 5.7886231578886491 4.976345106959343 3.6600015293806791 2.8396177887916565 10.222295533865688 3.8989949934184533 6.1993514066562057 3.3164701499044895
leaf_count=110 64 86 45 30 246 111 50 125 41 92 27 29 48 88 120 31 31 39 44 86 49 34 82 1542 34 741 41 95 49 71 45 41 223 66 92 63 30 58 487 25 52 227 516 26 38 41 38 98 54 39 51 64 44 140 59 47 49 29 118 42 304 29
internal_value=-0.000986448 -0.00084458 -0.000715275 0.00229252 0.0140348 -0.000982384 0.00758962 0.0207936 -0.00276914 -0.00133246 -0.001559 0.00821109 -0.00152498 -0.00130707 -0.00281961 -0.00235225 0.00429037 -0.00332074 0.00788281 0.0130898 0.00679859 -0.00363732 -0.00780031 -0.00177588 -0.0167338 -0.00938563 -0.00509887 0.000141276 0.00169016 -0.00888112 -0.00259655 0.00282684 0.00214768 -0.000965308 0.0114372 0.00616364 -0.00432336 -0.00314938 -0.00347691 -0.00479131 0.0097359 0.00904762 -0.00355247 0.00192538 0.00432723 0.0126778 0.00230715 -0.00113934 -0.00685875 0.0106525 -0.00731527 -0.0106665 0 -0.000834968 -0.0155042 -0.00786413 -0.00701284 0.0051933 -0.0043094 0.0204864 0.0135478 -0.00962316
internal_weight=781.193 777.715 774.444 130.108 28.63 101.478 16.8125 9.54962 84.6659 644.335 630.173 14.1626 10.1114 624.992 307.655 302.735 37.6464 265.088 32.7503 23.7033 18.3378 262.631 79.9554 182.676 10.2349 74.6511 9.04692 317.338 204.125 19.173 113.213 184.952 179.355 100.28 16.3657 79.0747 99.848 94.76 83.9146 86.6786 13.3645 62.4719 82.2301 41.0605 34.5247 13.9891 9.06189 20.5356 14.2274 6.30823 43.6054 30.1507 13.4546 172.441 21.501 10.765 6.06425 7.28551 16.6028 23.5671 10.0983 6.53577
internal_count=7516 7452 7366 1671 637 1034 205 155 829 5695 5497 198 106 5387 3041 2921 282 2639 251 179 135 2612 862 1750 68 823 72 2346 1525 120 821 1405 1364 733 158 631 724 694 575 636 97 450 611 453 383 154 113 229 152 77 376 281 95 1682 217 106 75 77 181 592 346 70
is_linear=0
shrinkage=0.03


Tree=120
num_leaves=63
num_cat=0
split_feature=26 0 49 42 58 50 47 26 26 50 14 32 26 29 50 14 26 36 14 11 42 34 13 50 53 32 11 50 12 5 4 4 11 49 36 36 5 26 13 5 32 11 32 17 50 4 49 0 14 14 21 11 5 4 14 0 50 14 32 50 14 26
split_gain=2.73503 1.85493 8.08212 7.53959 1.51748 3.02575 1.51435 1.76755 3.52963 2.54964 1.6825 2.02484 1.06113 1.53863 1.78776 1.90573 1.42925 1.01516 1.01288 1.35802 4.20111 5.38868 4.53967 2.66023 1.69743 2.04765 2.03565 1.90513 1.62224 1.38368 2.94715 2.08765 1.8865 4.35584 4.00202 1.69078 4.13784 2.61203 1.4819 7.95057 6.67281 2.59338 2.0825 1.33698 1.31251 1.22281 1.19261 1.17223 1.68188 1.10589 1.33676 1.74874 1.04653 3.07663 1.02973 0.969037 0.96125 1.14664 1.10141 1.81803 1.09921 0.857333
threshold=14.500000000000002 51.500000000000007 0.19000000000000003 5.0009086044551614 1.0000000180025095e-35 2.4194005465518993 3.5000000000000004 3.5000000000000004 6.5000000000000009 3.5178448824637267 0.59924242424242435 0.25000000000000006 10.500000000000002 2.5000000000000004 3.5178448824637267 0.65604707792207806 12.500000000000002 1.0000000180025095e-35 0.81042228212039547 0.66692775118394609 3.9303249852141158 1.0000000180025095e-35 0.70000000000000007 2.8153069638604364 1.0000000180025095e-35 0.16500000000000004 0.67828968887170127 2.9797363981426757 0.32500000000000012 0.29864864864864871 0.25866188769414583 0.32305502846299816 0.69243301287598646 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.01941930618401207 12.500000000000002 1.0000000180025095e-35 0.01941930618401207 1.0000000180025095e-35 0.69858908400027009 1.0000000180025095e-35 1.0000000180025095e-35 2.7040907083446837 0.3618055555555556 0.15500000000000005 38.500000000000007 0.64042253521126769 0.69416099773242645 0.44199178219582225 0.60887135048837704 0.34549071618037142 0.20256410256410259 0.71682389937106927 32.500000000000007 3.6374120912428598 0.73141238253178564 0.18500000000000003 2.9242685963818378 0.62693960372403923 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 18 17 10 -8 9 -9 -7 -12 56 14 15 -14 -17 -6 19 20 21 43 -22 -24 29 27 -27 -26 -23 32 52 -32 33 34 44 38 37 46 41 -40 -41 -34 -43 -1 -21 -46 -37 55 -49 -30 51 -51 -31 -54 -52 -38 57 58 60 -60 -10 -45
right_child=-2 2 3 -5 5 6 7 8 12 -11 11 -13 13 -15 -16 16 -18 -19 -20 24 22 28 23 -25 25 26 -28 -29 49 30 31 -33 35 -35 -36 36 47 -39 39 40 -42 42 -44 61 45 -47 -48 48 -50 50 54 -53 53 -55 -56 -57 -58 -59 59 -61 -62 -63
leaf_value=-0.0020979403790252794 -0.027816995974209675 -0.035571208165911181 -0.024941260545368691 0.03114103231447421 -0.021886075448061308 0.010572033919388758 -0.016332576246863705 0.025759569300786961 -0.0095111754218995502 -0.00089312141073902111 -0.02286351999778299 0.00035448660736213562 -0.027015789869179439 0.017338657266031517 0.016640087668346387 0.0051898866201216904 -0.014295830692201876 -0.0033478939043464417 0.015834469960360979 -0.014429446420681339 -0.029551693209840663 -0.019154128558523133 0.021517831309204122 -0.014100032824941844 -0.011595550480295329 0.0038979239264716752 -0.027165354544217809 0.014637541981522935 0.010516584186114874 -0.0042696935946156369 -0.019518210415793442 0.00023623663290467316 -0.018065186966709158 0.027597939382347302 0.029406363250952344 -0.0029345054904241037 0.0067703020493388262 -0.027013938368522686 -0.033962738259498429 0.011886966687992006 -0.0040867668104386419 0.0016461057122953964 0.0079236188542532518 0.028098881978039163 0.010888596806341973 -0.0078431400298299044 -0.013887748752295445 0.0047053785560243599 0.025234358287865615 0.00056137733768103716 -0.008878254172881685 -0.019418602868583178 -0.0054207635077176772 0.026938437244940095 0.009260001485682904 -0.011083530374915199 -0.015259863913934274 -0.016800089966319046 -0.0057322735476750585 0.016255848469839532 0.00085342125257150184 0.010238432045796272
leaf_weight=2.8274577893316737 3.2119707558304063 6.6576507203280917 3.401596946641801 5.0190464481711388 9.8590624220669252 2.4241573251783839 5.7899447828531256 7.6969658657908422 16.406946558505297 4.7346470952033997 8.9821979440748674 4.5531985852867356 2.6630169209092953 5.232364233583211 4.2609462030231944 11.544475005939605 4.5464538373053065 4.8578652888536444 3.4172041323035947 6.8177492097020247 10.10475546307862 6.865353073924779 3.1276503447443238 4.1086710151284933 4.9112808778882044 2.1399881541728956 6.5412161909043789 4.6075296923518181 4.3209873456507948 6.6601914912462261 13.204692125320436 6.5858773738145819 4.9074732959270468 7.71220171265304 3.6569113098084918 52.6043940782547 5.4600740578025597 5.2730862759053698 6.0914054680615655 33.419579980894923 77.917527968063951 178.94802925363183 66.573564395308495 5.6766596129164082 6.2889631446450931 5.654115691781044 11.359107233583925 13.977806727401914 5.2716467939317218 5.9054325874894884 4.1542623527348024 8.9788540508598071 4.830910883843897 4.94340680539608 7.1672130357474089 4.902969915419817 6.1467809639871112 4.4798318259418002 5.5548537448048574 7.2194307390600443 18.506840771064162 7.4371931096538901
leaf_count=38 87 83 68 100 201 25 61 59 180 45 153 75 68 60 55 129 38 64 45 70 110 87 33 45 45 30 98 44 52 39 70 40 34 87 45 387 61 88 51 597 679 1226 443 107 69 59 80 173 70 60 34 69 28 34 72 31 66 52 58 81 173 105
internal_value=-0.000960771 -0.000834723 -0.0112078 0.00773702 -0.000618366 -0.00349461 -0.00186032 -0.000480865 0.000416845 0.0152803 -0.0104279 -0.0147249 -0.00167893 0.00295887 -0.000173084 -0.00444491 -5.53687e-05 -0.016296 0 -8.64474e-05 -0.0040034 7.34638e-05 -0.0167419 0.000652395 0.000406115 -0.00852739 -0.0189171 0.000524992 -0.00603947 0.000725462 -0.00488783 -0.0127076 0.00114861 0.00841601 0.00136603 0.00066318 -0.00279445 -0.00684559 0.00160961 -0.00113312 0.000666923 0.00291952 0.00337774 0.0146809 -0.00403575 0.00154335 -0.0050104 0.0064586 0.0108376 -0.00278928 -0.0052735 -0.0111913 0.0042077 0.0105555 0.00204506 -0.00115862 -0.00403042 -0.00253949 -0.00100998 0.00629096 -0.00387275 0.0187264
internal_weight=779.104 775.892 15.0783 8.42064 760.813 135.46 120.743 104.783 98.9936 12.4316 15.9596 13.5354 86.5619 28.2473 23.0149 18.7539 16.0909 14.7169 625.353 621.936 70.6745 53.3334 17.3411 7.23632 551.262 18.2 8.6812 9.51881 37.3921 533.062 36.2251 19.7906 496.837 30.1299 22.4177 466.707 98.8491 69.2366 367.858 117.429 111.337 250.429 245.522 15.9413 18.7608 11.9431 63.9635 29.6125 19.2495 30.5267 26.2058 14.8843 16.4345 9.77432 11.3215 10.363 58.3147 52.1679 47.6881 12.7743 34.9138 13.1139
internal_count=7516 7429 251 168 7178 1643 1378 1125 1064 104 253 228 960 350 290 235 167 265 5535 5490 812 624 188 78 4678 217 128 89 374 4461 211 110 4250 330 243 3920 890 555 3030 1327 1276 1703 1669 250 198 128 467 335 243 287 235 129 101 62 106 92 610 544 492 139 353 212
is_linear=0
shrinkage=0.03


Tree=121
num_leaves=63
num_cat=0
split_feature=54 26 0 49 43 45 58 41 1 43 31 9 1 26 14 27 25 26 26 26 31 12 1 32 26 43 1 3 43 53 9 48 5 21 0 32 1 43 12 1 32 1 32 14 1 3 1 32 3 1 3 1 14 3 5 14 21 41 1 0 48 12
split_gain=3.1481 2.65825 1.84196 7.7945 3.08626 1.73011 1.58776 2.5945 2.04633 1.99216 1.88921 1.37882 1.3312 1.31106 2.80551 2.89225 4.25887 2.83907 1.78542 3.2829 1.59622 1.27018 1.25404 1.20605 1.84414 1.20585 2.05194 2.26451 5.63487 1.65937 1.66922 2.65284 2.29815 2.79461 4.51568 3.53643 2.65797 2.54585 1.96388 4.46576 1.72374 3.10909 2.28051 1.50792 2.24425 1.86747 1.43484 2.00356 1.29612 1.29028 1.28572 1.88469 1.87495 1.56449 1.78316 1.2831 1.28177 1.45125 1.27521 1.25696 1.8667 1.25054
threshold=1.0000000180025095e-35 14.500000000000002 51.500000000000007 0.19000000000000003 0.25000000000000006 0.97500000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.3995817701478352 -0.52499999999999991 0.2950000000000001 0.17500000000000002 5.1200721840520744 9.5000000000000018 0.63069358178053847 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 3.5000000000000004 6.5000000000000009 0.16000000000000003 0.37500000000000006 3.5636629030736411 0.53500000000000014 8.5000000000000018 0.074999999999999997 3.388574463632382 0.12060606060606062 0.25000000000000006 1.0000000180025095e-35 0.12500000000000003 1.0000000180025095e-35 0.042572463768115944 0.35870392910138038 39.500000000000007 0.16500000000000004 4.883552937674458 -0.22499999999999998 0.12500000000000003 3.6355547771300549 0.17500000000000002 3.4904342711995948 0.18500000000000003 0.66565040650406515 4.6186198135562337 0.089572192513368995 4.420773815517415 0.16500000000000004 0.10435571687840291 3.4240587203982549 0.15752905020251315 4.5626574477361794 0.62105911330049268 0.17752100840336138 0.046693482230278659 0.65419580419580436 0.4030991664050475 1.0000000180025095e-35 4.2529124087693031 22.500000000000004 1.0000000180025095e-35 0.32500000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 12 9 -9 -8 13 -12 25 18 -15 16 17 -16 -11 21 -17 -20 -18 24 -10 29 -27 28 -28 30 40 32 33 34 -32 -35 37 -34 -33 -40 41 49 56 44 -30 -46 -31 -48 -41 -1 51 58 -53 -52 55 -55 57 -42 -29 -43 -61 -60
right_child=-2 -3 3 4 -6 -7 7 8 23 10 11 -13 -14 14 15 20 22 -19 19 -21 -22 -23 -24 -25 -26 26 27 50 43 46 31 38 36 35 -36 -37 -38 -39 39 48 42 59 -44 -45 45 -47 47 -49 -50 -51 53 52 -54 54 -56 -57 -58 -59 61 60 -62 -63
leaf_value=0 -0.029120424907316776 -0.02767427029078812 -0.03533521008264736 0 -0.020239331846939303 0.032339699114415997 0.020488656556642001 0.014578481807831781 -0.0099749387693064597 -0.014193347566305917 0.017628888150299726 -0.0014570210838528914 0.011950733988890554 -0.023663040599649264 -0.012611279080083606 0.02042909579046219 -0.0049198646697534553 0.015824557051113332 0.0040785865983023681 -0.0022584024261105666 -0.0030024003087825188 0.028028634528235841 -0.027347283732323025 0.0055368921462059621 -0.029570858911330478 -0.017036830627129153 0.020420236844859468 0.013716573391362123 0.016245506020460217 0 -0.014048553180518368 -0.02563711886567056 0.016801431034588171 0.018525881658715691 0.00084059145849022649 0.0005645616738267393 -0.012735763496170222 0.001593420282600989 0.021861317458744277 0 0.023999981089246291 0.0048337412004107409 -0.0070839550426008268 -0.017733419528112925 -0.021962535797867989 0.0015765569663226578 -0.0026782092765853258 -0.030841197228311548 -0.010644557160259202 0.024527585317900544 -0.010704006399229226 -0.0047646012105768808 0.020041148913876702 0 0.023893082571304666 0.0076475852861031986 -0.0020492713408660048 0.0021113178921437089 0.0035346337857161373 -0.01007686044923182 -0.00019080748437238173 -0.020351532245935045
leaf_weight=3.9057783484458914 3.3630487583577624 3.109725158661603 6.5047030784189692 2.5742080733180028 2.2122843768447638 3.4712116215378046 3.430754527449607 2.1063951309770372 17.070200927555568 6.8209162279963484 6.8485270813107473 5.5166522040963173 8.3153982609510404 7.7251225765794507 5.2329110167920589 5.542951535433529 4.0721088852733383 7.0822400003671646 4.48259439319372 32.349189694970846 4.0120014548301697 4.9510062783956528 8.8419614415615779 2.0634483788162461 6.7285494208335868 4.5574241764843455 6.5095876343548289 3.8347693374380487 3.6476427558809545 7.2599606476724174 20.968547333031893 3.8303750455379477 24.511367226019502 16.048092632554471 133.2331942114979 27.010931165888906 4.5463126301765433 18.180481707677245 5.2762145269662133 15.627285439521073 7.1078181564807945 7.4272390846163026 10.917806971818207 12.622565409168599 5.6122680492699129 5.3891141340136528 5.1943224370479566 4.8044727109372616 27.520973903127015 3.9073038417845964 6.6274046115577212 2.7814010540023473 15.792564896866677 52.795160884968936 3.7744697853922835 32.901449933648109 4.7299058362841597 5.4554525390267372 3.5942059960216284 66.233118655160069 24.889508344233036 3.3410624917596579
leaf_count=29 64 86 83 49 40 79 27 31 197 78 51 39 101 134 50 73 89 49 31 315 26 38 191 47 177 32 69 50 35 82 232 23 265 182 1241 236 26 189 46 118 49 83 71 94 45 56 50 74 223 35 66 29 155 390 40 308 31 36 38 458 160 25
internal_value=-0.000937586 -0.000799789 -0.000676357 -0.0111173 0.00763457 0.019117 -0.000461532 -0.00341129 -0.0115375 -0.00121178 -0.00202725 0.00874865 0.000170694 -0.00357134 -0.00740879 -0.00351278 -0.00894911 0.00325384 -7.55155e-05 0.0021429 0.0101156 0.017592 -0.0209158 -0.0139904 -0.0159655 0 0.00220848 0.00281765 -0.00396426 -0.000797557 -0.000415819 0.00082507 0.00215438 0.000694557 -0.00116077 0.00745214 0.0080953 0.0105026 -0.00526484 -0.00343118 -0.00319383 -0.00496338 0.00325463 -0.0101094 -0.00298563 -0.0100738 -0.00988018 -0.0171384 -0.00674898 0.0127846 0.00469515 0.0102556 0.0159958 0.00291716 0.00401465 0.00301567 0.0101311 0.0151472 0 -0.00645425 -0.00744859 -0.00737953
internal_weight=776.796 773.433 770.323 14.7624 8.2577 6.04542 755.56 134.878 27.9686 106.909 103.478 12.3652 620.683 91.113 42.5093 34.7842 25.2292 12.3152 48.6037 41.7828 9.55495 9.4336 12.9141 25.8622 23.7988 612.368 163.781 159.224 33.7812 448.586 431.328 296.754 244.499 197.261 154.202 43.059 47.2382 42.6918 52.2548 48.4245 134.574 106.363 28.211 27.2716 14.649 11.0014 17.2588 9.9988 43.1483 7.81308 125.442 29.344 18.574 96.0985 89.4711 85.6966 17.2932 12.5633 10.77 98.5499 91.1226 6.93527
internal_count=7516 7452 7366 251 168 128 7115 1643 452 1191 1164 90 5472 1074 612 478 379 99 462 384 99 69 280 421 374 5371 1432 1400 299 3939 3733 2781 2371 1891 1473 418 480 454 410 387 952 765 187 230 136 101 206 124 341 64 1101 297 184 804 738 698 116 85 113 701 618 63
is_linear=0
shrinkage=0.03


Tree=122
num_leaves=63
num_cat=0
split_feature=54 0 49 42 27 26 32 0 1 26 42 36 26 21 4 42 43 1 42 14 26 58 29 14 14 21 58 29 14 26 32 4 14 26 14 14 32 14 1 14 9 5 4 14 49 1 43 1 1 1 43 12 14 32 25 14 21 42 21 14 9 14
split_gain=3.04861 1.72581 7.52531 7.12027 1.61122 2.24327 2.8919 1.94772 1.92129 1.7017 1.68651 1.81826 2.44364 2.31345 1.94855 2.11021 2.93085 3.03418 1.93351 1.77292 2.96295 1.52292 1.68172 1.48906 1.91459 2.68332 1.64906 2.11194 2.94869 2.18327 2.71392 1.46057 1.45622 1.43694 2.6638 1.81057 1.77115 1.43282 1.45867 1.40959 1.31874 1.27959 1.89628 2.12038 1.67665 1.43183 2.60618 1.19435 1.29351 3.06716 1.61685 1.11979 2.2756 1.90538 1.10703 1.10289 1.01217 0.959726 1.19691 0.943231 0.89743 0.87582
threshold=1.0000000180025095e-35 51.500000000000007 0.19000000000000003 5.0009086044551614 1.0000000180025095e-35 11.500000000000002 0.16500000000000004 49.500000000000007 5.1200721840520744 10.500000000000002 4.817302015487253 1.0000000180025095e-35 9.5000000000000018 0.30755568841877889 0.46291208791208799 3.6495906236714224 0.074999999999999997 3.505475127672971 3.6638973579944181 0.67759856630824389 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 0.79361054766734285 0.753907203907204 0.44199178219582225 1.0000000180025095e-35 1.0000000180025095e-35 0.67664992826398873 6.5000000000000009 0.53500000000000014 0.43625902544818601 0.64346246973365628 9.5000000000000018 0.67033365570599623 0.7103767942583733 1.0000000180025095e-35 0.68895663956639575 4.6022328364453351 0.74374609130706704 1.0000000180025095e-35 0.024404761904761908 0.25866188769414583 0.68436716791979968 0.12000000000000002 3.715634426587139 -0.27499999999999997 3.3697022760782955 3.4904342711995948 3.4432538023143779 0.52500000000000013 0.27500000000000013 0.67278338945005622 0.15000000000000005 1.0000000180025095e-35 0.73304597701149432 0.37809916640504737 3.7666825895759684 0.49043771922402912 0.65604707792207806 0.17500000000000002 0.66899038461538474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 8 40 10 23 -9 11 14 13 -13 15 16 33 -18 -17 20 60 22 37 24 26 -26 39 -28 29 -29 -31 51 -12 -6 36 -36 -35 56 55 47 -7 44 -43 -44 45 46 -42 -1 49 -49 -50 52 -20 -53 -23 -39 61 -16 -59 -48 -14 -8
right_child=-2 2 3 -5 7 6 21 9 -10 -11 32 12 19 -15 57 18 17 -19 31 -21 -22 54 -24 -25 25 -27 27 28 -30 30 -32 -33 -34 34 35 -37 -38 38 -40 -41 41 42 43 -45 -46 -47 59 48 50 -51 -52 53 -54 -55 -56 -57 -58 58 -60 -61 -62 -63
leaf_value=-0.012506099550925086 -0.028971846353451812 -0.035103412654957929 -0.024639916707431802 0.030645759775042362 -0.014380757880579168 0.016292166129912414 -0.01338089663361537 0.028993270054840876 0.01663598961489644 0.0038506341380614944 -0.024926295579832124 0.00020861575337991525 -0.016034076330096483 0.030985529563557587 0 -0.025022743095801901 -0.0043314755621689481 0.0239151480296615 -0.0063843740873514255 -0.014940192883666928 0.020902591310401123 0 0.010446796770476031 0.018798907816280887 -0.018940614889327217 0.0096964796324616898 0.007703255970961163 0.0050818147176347585 -0.020278948153240616 -0.0081302905787747279 0.019320759221274166 -0.02033498726814122 -0.00093897134142620743 0.019416706205938699 -0.017518502998697026 0.0026830770613976494 0 0.0018527471210579192 0.012546714412267857 0.018035377908754993 -0.020182765607717965 -0.01358531544851895 0 0.02592740383663648 0.011804335287986044 -0.016827688333387818 0.018130507697698181 -0.0033324109614472938 -0.00032702522413984958 0.01874716425004715 0.013624632605727926 0.0018282130186887448 0.028823076109482947 -0.011425566720237331 -0.029426017986703894 -0.015018789164051284 0 0.028238803987767104 0.0014972618554847906 -0.00063448692631398111 0.0035079479744655993 -0.032246316428777136
leaf_weight=6.3158255442976943 3.2811514772474757 6.3548147305846205 3.3052379284054023 4.8560807909816504 5.9960624016821376 3.8765788599848738 17.021501487120993 4.1691827140748483 5.610230239108204 7.144486291334033 3.7266523186117393 3.8731024879962224 3.682207580655815 6.4908562526106834 3.629317803308366 3.9972580373287192 4.6014797687530509 9.9108907468616945 3.0290406718850127 4.0340416580438605 6.9736504703760147 1.7167627438902844 3.6252675950527182 3.2779495771974316 10.988713527098296 3.5481293424963942 11.703258592635391 19.354722674936056 10.757879409939049 53.255773285403848 3.1465415488928548 4.049645857885479 6.8227863702923059 8.3030201643705386 7.6856049820780736 7.1222278736531734 7.5005955137312403 5.2370198927819747 3.8990434706211081 3.8441665824502698 4.2922066729515782 3.334134789183735 7.1705479193478805 4.8112268848344684 3.8023231122642747 10.632970781065522 4.0152656063437515 10.775919921696188 333.59790724050254 10.818157598376272 7.446716788224875 22.417296953499317 2.8517365921288729 16.256974594667554 5.6841883957386017 7.5647874027490616 3.4436857216060153 4.3048295807093382 3.0543943895027041 4.268098121508956 3.7069930341094732 3.3471581451594821
leaf_count=42 64 83 68 100 61 27 186 63 71 64 34 34 29 60 47 24 39 85 31 30 60 10 42 43 91 41 104 169 159 690 60 34 64 64 52 47 75 55 36 40 27 35 76 65 36 98 30 76 2883 91 88 195 39 149 143 79 45 44 31 32 34 42
internal_value=-0.000912048 -0.000777552 -0.0109756 0.00748431 -0.000571367 -0.00130859 -0.00546248 0.00203134 -0.000473434 0.0139797 0.00109776 0.00198905 0.00871238 0.0202736 0.000238892 -0.000988959 0.00327368 0.014614 -0.00524184 0.0017287 0.00696332 -0.0103339 -0.0079426 -0.000688788 -0.000840386 -0.011507 -0.000493708 -0.00395354 -0.00561373 -0.00340429 -0.00643001 -0.00339624 -0.0102769 -0.00111393 0.00136647 -0.00749595 0.0100353 -0.00977876 -0.00255104 0.000403371 0 -0.0015698 0.00511512 0.010949 -0.00559057 -0.00877325 -0.00133655 0.000193737 0.000438229 0.0075242 0 -0.00163861 0.0100884 -0.00361887 -0.0232215 -0.0077331 -0.0145346 0.0121755 0.0182669 0.00796735 -0.00560561 -0.0170561
internal_weight=775.316 772.035 14.5161 8.16132 757.519 592.185 97.7428 165.334 494.442 11.3137 154.021 143.471 28.7609 10.364 114.71 103.722 51.1199 14.5124 52.602 18.3969 14.3629 51.5394 44.1385 488.832 485.554 14.5368 471.017 98.2182 86.5149 75.757 56.4023 48.6047 10.5494 36.6075 30.6114 14.8078 15.8036 40.5132 16.7009 372.799 46.2034 42.3268 15.3159 11.9818 27.0109 23.2085 12.5756 368.955 362.639 21.5941 341.045 44.555 5.88078 38.6743 7.40095 12.8018 23.8123 10.9885 7.35922 8.28336 7.3892 20.3687
internal_count=7516 7452 251 168 7201 5712 1064 1489 4648 127 1362 1264 247 94 1017 895 423 124 472 153 123 638 485 4577 4534 132 4402 1182 1078 919 750 448 98 299 238 99 139 443 170 3220 426 399 176 141 223 187 89 3180 3138 167 2971 414 70 344 153 134 273 122 75 62 63 228
is_linear=0
shrinkage=0.03


Tree=123
num_leaves=63
num_cat=0
split_feature=0 49 42 27 28 31 31 26 26 32 25 42 26 25 32 13 24 25 1 13 50 50 14 1 42 31 58 3 0 32 0 30 1 3 5 50 0 3 14 26 14 42 36 11 3 21 31 11 11 1 4 43 4 32 3 50 31 11 50 26 13 11
split_gain=1.62271 7.25886 6.84981 1.56163 2.3888 3.06968 2.61691 5.94405 4.28443 5.98051 6.92891 5.06402 4.05859 3.95561 3.34496 2.98299 4.88065 4.79223 2.49646 3.07324 2.82322 2.45023 2.42575 2.53272 2.23224 2.14156 2.30646 2.11201 3.10964 2.05754 2.01324 1.97236 2.08631 2.39461 1.96385 1.84422 1.82648 1.80927 1.92849 1.67812 1.63695 1.60827 1.73127 2.59918 2.96417 2.84181 2.6871 3.1353 1.76496 1.69998 2.58556 2.15307 2.20738 2.46085 1.97588 1.85093 1.67613 3.17974 1.76683 1.59554 4.02072 2.54345
threshold=51.500000000000007 0.19000000000000003 5.0009086044551614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.16000000000000003 12.500000000000002 6.5000000000000009 0.17500000000000002 1.0000000180025095e-35 4.6541690268001608 11.500000000000002 1.0000000180025095e-35 0.32000000000000012 0.70000000000000007 1.0000000180025095e-35 1.0000000180025095e-35 3.5194678211575181 0.90000000000000013 3.3536489182451987 1.9276964374892214 0.75582655826558276 3.3697022760782955 3.7544269646841415 1.0000000180025095e-35 1.0000000180025095e-35 0.072751322751322761 34.500000000000007 0.53500000000000014 38.500000000000007 1.0000000180025095e-35 3.6839835643916454 0.14976474159690528 0.34248120300751889 2.8625437813686543 49.500000000000007 0.41250000000000003 0.63859338061465731 10.500000000000002 0.69096016343207367 4.817302015487253 1.0000000180025095e-35 0.9060868288067645 0.48750000000000004 0.32603920345029069 0.12000000000000002 0.78862344337608847 0.65311421021539628 4.6345953588972035 0.34330357142857149 0.25000000000000006 0.34891304347826091 0.15000000000000005 0.27475490196078439 3.0678793895128593 0.23000000000000004 0.90417064739399211 3.1963557881865921 11.500000000000002 1.0000000180025095e-35 0.87890860664678472
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 18 7 8 -1 10 12 25 -10 22 15 16 21 35 -6 20 30 -11 23 -8 -23 26 40 28 -25 -16 -20 32 -7 -34 59 -17 41 -32 -39 -38 -12 42 48 45 -45 46 47 -44 -5 51 55 52 53 56 -55 -51 57 -50 -58 60 -29 -61
right_child=1 2 -4 36 5 31 13 -9 9 14 11 -13 -14 -15 29 17 -18 -19 19 -21 -22 24 -24 27 -26 -27 -28 34 -30 -31 37 -33 33 -35 -36 -37 39 38 -40 -41 -42 -43 43 44 -46 -47 -48 -49 49 50 -52 -53 -54 54 -56 -57 58 -59 -60 61 -62 -63
leaf_value=0.001327643625409321 -0.034875655649321297 -0.024426115685975643 0.030303918726227348 0.014306251451934026 0.034103352145682601 0.028296683047927578 -0.024105579669444304 -0.030260565695196848 -0.032838343276217867 -0.017605350045137549 -0.0059254304759702447 0.025377307419946427 -0.0081265034064715615 -0.029099717580702667 -0.029729795687738848 -0.0027750773280535036 0.036073820680249558 0.025595425466141398 -0.0055843572748786232 0.031410617207780989 -0.015057918767307313 0.0087312824572841358 -0.01803523930204972 0.032232877809823923 -0.0048639695616816015 -0.031209448686583912 -0.014895686293030671 0.0022064055536770879 -0.0037095297243446563 -0.0019071933662953616 0.026371483061271701 -0.0018910770635823569 0.019180964673754311 -0.0083539147514144069 -0.018508443052310409 -0.021843329987803146 0.028439931402959022 0.016407310417920252 -0.010144640894622609 0.0034837662806385971 0.0082434515614894961 -0.010129102578786938 -0.014375875303304423 0.041305137604181148 0.005929958551932844 -0.016379632992696496 0.027459036531769423 0.020026269426464422 0.028533527323046089 -0.014749290485088155 0.021273695731622081 0.0060608474011450437 -0.018229501588828214 0.0053670437574575318 -0.013920088228955135 0.010842842715447713 0.0030449938029438565 -0.0046391264939307482 -0.014630031686880731 -0.0077463407164700265 0.020659648900673424 0.0088772498847459642
leaf_weight=105.63255724683404 6.2079542428255072 3.2369306962937099 4.7671409398317337 7.2395368553698054 3.29357886314392 3.8231392968446007 2.8728527314960948 7.5103245973587027 17.712722914293408 4.7015156093984833 26.905166069045663 4.0428192503750315 10.34406339004636 3.6439139917492858 5.1820492818951589 9.4267441183328682 4.0356919765472403 3.049493880942463 6.2901747077703556 3.782842691987752 5.8388834949582806 34.542931051924825 5.0972015783190718 5.0445558223873359 15.048533501103519 3.410736631602048 19.952763671055436 64.029243875294924 3.1632832409814 5.2580881286412477 6.1755297649651775 110.24786535464227 4.5132881831377727 6.7202217560261488 3.7181104868650428 10.601620890200136 4.1273235604166967 5.3713986724615079 3.9766723960638046 7.2054291963577271 9.6390174925327283 10.57768154889345 5.605826307088142 3.7775934264063817 5.8236057944595814 5.2714915927499524 4.5203920379281035 3.844131276011467 5.2223866265267116 4.9784946516156214 7.1763221882283679 19.959845433011651 9.6890567922964674 5.5523091983050135 20.855122962966561 4.6581672187894583 18.488495489582423 4.39989273250103 6.6826439257711163 24.551731515675783 12.830356719903646 12.046279631555079
leaf_count=883 83 68 100 89 29 32 17 176 235 50 233 52 104 69 118 97 31 53 48 84 39 338 58 57 143 32 323 428 27 88 57 878 44 57 20 104 63 40 23 65 101 99 48 35 45 46 44 30 46 37 75 169 84 51 224 39 138 27 46 247 270 80
internal_value=-0.000886302 -0.0108873 0.00738328 -0.000688492 -0.00141251 0.00169636 -0.00257296 -0.00415767 -0.00343933 -0.00620925 -0.011611 -0.00599698 -0.0240618 0.000819862 -0.000719378 0.00127686 0.00494948 -0.0077106 0.00956918 0.00660967 0.00280033 0.00240194 0.0017247 0.00258357 0.00448233 -0.00829146 -0.00669686 0.00328028 0.0179084 -0.0165803 0.00794637 -0.000449621 0.00959817 0.00232601 0.00217573 -0.0132813 0.00187016 0.0138119 0.0045078 0.0134285 -0.00200038 0.000966257 0.00183735 0.00838535 0.0210193 0.00162132 0.00897243 0 0.000129806 -0.000792589 0.00783042 -0.00246799 -0.00496407 -0.00271369 -0.0096295 -0.00179967 0.00238883 0.0129685 -0.00148937 0.00293774 0.00541034 -0.0020931
internal_weight=773.896 14.212 8.00407 759.684 594.028 160.034 433.994 296.997 289.487 183.854 92.0073 63.9505 28.0568 136.998 91.8467 81.4065 58.3287 23.0779 34.7291 31.4355 27.6527 54.293 133.354 128.256 49.5915 59.9077 56.4969 125.384 8.20784 10.4401 21.8138 125.305 15.0566 11.2335 117.176 20.0284 165.656 15.5236 9.34807 11.3328 36.5442 154.323 143.745 28.843 9.6012 19.2418 13.9703 9.44996 114.902 107.663 16.813 90.8498 70.8899 61.2009 26.4074 9.63666 34.7934 9.62228 25.1711 113.458 76.8596 36.598
internal_count=7516 251 168 7265 5765 1331 4434 3161 2985 2102 1080 741 339 1273 1022 816 562 254 320 291 207 531 1204 1146 481 689 657 1129 84 206 168 1011 133 101 1045 201 1500 120 63 128 334 1372 1273 248 80 168 122 78 1025 936 151 785 616 532 275 76 257 73 184 1025 698 327
is_linear=0
shrinkage=0.03


Tree=124
num_leaves=63
num_cat=0
split_feature=27 17 28 1 31 5 14 11 12 42 14 5 5 58 31 43 11 14 50 21 1 21 12 3 42 45 31 50 31 50 1 42 21 3 14 21 21 47 43 1 11 29 11 31 21 4 4 42 11 1 3 3 42 50 50 29 42 42 42 42 3 3
split_gain=1.37574 2.63502 2.09912 2.89131 2.21909 2.57688 2.31735 2.59409 2.99326 4.91849 3.19827 2.23168 3.48821 2.24835 4.29187 2.74846 2.63012 2.31757 2.72687 2.10581 1.87071 1.85224 2.48033 1.82638 1.81545 2.70498 1.72613 2.03542 1.72512 2.49373 2.46677 3.09425 1.83218 3.02709 1.70542 1.69612 2.27628 1.61223 1.59238 1.59205 1.57312 1.86024 1.6754 1.75061 1.61772 1.60592 2.56192 1.56182 1.54152 2.78327 1.51682 2.64986 1.49147 1.47842 1.4763 1.39343 1.3201 1.28933 1.24919 1.18982 1.18095 2.38531
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.4855547771300555 0.16000000000000003 0.36939571150097467 0.73606811145510853 0.71118805662349061 0.57500000000000007 3.734352692279471 0.68642083699151313 0.30151515151515157 0.25320512820512825 1.0000000180025095e-35 1.0000000180025095e-35 -0.52499999999999991 0.78991006739326874 0.60776772247360489 2.7815080780430619 0.46497500721686069 4.500814583693912 0.30797866047458744 0.4250000000000001 0.084523809523809543 3.4809981774225514 1.5000000000000002 1.0000000180025095e-35 3.3536489182451987 0.32500000000000007 3.3973861251426389 3.6278900514789654 3.7166825895759681 0.35797866047458726 0.43750000000000006 0.64346246973365628 0.44209185988959432 0.40142787597286578 3.5000000000000004 1.0000000180025095e-35 3.388574463632382 0.89358682880676443 1.0000000180025095e-35 0.77649011669724821 0.28500000000000009 0.30620729234863353 0.35948717948717951 0.22540322580645164 4.9451995762684859 0.88606640057007624 4.4557053684909791 0.17752100840336138 0.1478384990254171 3.821439344671016 3.1963557881865921 2.8153069638604364 1.0000000180025095e-35 3.6757820523298186 3.6565212271721315 3.3565212271721312 4.6186198135562337 0.18257575757575759 0.099019607843137278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 4 39 5 11 7 20 10 -10 28 12 13 14 19 -15 -16 -17 -19 23 60 24 -23 -1 -2 -26 27 -5 29 32 -31 -32 33 -9 -34 36 40 48 -38 -4 41 -28 45 -44 -45 46 -43 58 49 -3 51 -47 -37 -27 -20 -56 -29 -8 -25 -48 61 -6
right_child=1 37 3 26 6 -7 57 8 9 -11 -12 -13 -14 15 16 17 -18 18 54 -21 -22 22 -24 47 25 53 35 56 -30 30 31 -33 34 -35 -36 52 38 -39 -40 -41 -42 42 43 44 -46 50 59 -49 -50 -51 -52 -53 -54 -55 55 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.011513678430376676 0.0017213713100764092 0.020824999699242272 0 0.010389085520798515 0.015918926161004803 0.021259150020384563 -0.018391152810088938 0.00061389825638334217 0.041921225291869244 -0.0025796855287912612 0.014263092235084842 -0.020109636886424535 0.02253500606486241 0.013846066671600486 -0.013674996704689612 -3.2400786610740909e-06 0.00071267774870942789 -0.022893676480920781 0.0049765648225021204 0.018712682189837709 0.024650555440782256 0.019452622646671823 -0.0069024953001213477 0.012331622192822987 -0.029059145886789386 -0.016343447326805507 0.015194633014621995 -0.021318465521321016 -0.017891491515947242 0.0040353489516474243 -0.043047028427389937 -0.0066829902701890697 0.015913923472751328 -0.019554834466751513 -0.0029996291120754364 0.026415713149410838 -0.004756207163421418 0.0047127857600444542 -0.028014765937830095 0.024111433204023251 0.0071087737727734282 0.01465365555874067 -0.01837386411459865 -0.012014682937021164 0.014030543872953811 0.00032072763860073803 -0.012523925386149595 0.011143544367416418 -0.014653529144810209 -0.010133403791201048 -0.009554548467975519 0.025489786139854319 0.00057530628256064267 0.0095396903962640927 0 -0.013990323074648786 0.0030793920880422669 -0.00087858900182370963 -0.0013695944243946529 0.00046929171829905033 0.017419372183647086 -0.013196085803104395
leaf_weight=12.605708763003348 5.9674444478005197 4.2846638001501578 3.7587963268160802 25.502808147110045 4.1287798043340462 3.2945408821105948 8.1147291194647568 38.284931955859065 3.6956257801502925 4.6544823404401541 9.86076169926673 7.9115301221609107 4.1462611928582183 4.2125624418258658 40.813021464273334 17.063604019582272 14.756855364888905 17.708082124590874 5.7290068771690121 5.0196238718926898 6.6305521279573432 4.8826451990753403 8.2047576494514924 6.071844980120658 7.7917098794132453 3.6774537824094296 4.57116098050028 3.1596968211233607 6.8632324188947669 4.2698403149843207 3.7228933777660114 5.8013409003615379 10.7939914688468 7.7935936003923407 6.1813980266451827 3.2589965499937517 7.5591774797067028 117.62418234441429 4.7963688299059868 7.2339529395103455 17.506971841678023 4.5706682540476313 12.217558909207584 4.6602232828736287 3.6320696622133255 11.49449479207397 20.760787298902873 10.859418423846362 7.8733405023813239 5.8789546936750412 4.464141688309609 5.7932305820286265 6.0369848217815161 3.6574434023350477 7.8475757688283911 26.294408850371838 3.9864682331681252 8.3933632764965278 115.20577395148575 7.8314848970621815 4.3656422523781648 5.8418015446513891
leaf_count=117 48 39 27 244 44 22 61 372 34 80 100 43 28 33 452 173 120 335 77 58 80 56 57 42 51 41 41 18 52 32 20 56 82 47 46 32 52 1117 28 61 142 40 81 39 27 109 147 132 62 48 38 67 58 49 85 452 45 98 1062 81 71 65
internal_value=-0.00086313 0.00150221 -0.00154101 0.001343 -0.00262443 -0.0040809 0.000463644 0.00192699 0 0.0169339 -0.00160692 -0.0043971 -0.00393153 -0.00435435 -0.00265378 -0.00868868 -0.00975784 -0.0100742 -0.0129446 0 0.0114845 -0.0058558 0.00262331 -0.000682454 -0.0113735 -0.016886 0.00021765 0.00634105 -0.00357738 -0.002178 -0.0136442 -0.0221072 0.000270784 -0.0027375 0.0087227 -0.00141774 -0.00250934 0.0034062 -0.0145654 0.0160658 -0.000893496 -0.00273296 -0.00393612 -0.0112404 0 -0.00106834 -0.00530033 0.000321331 -0.00474368 0.00248877 0.00509994 0.0092932 0.0106319 -0.00273025 -0.00828392 -0.0106998 -0.00717814 -0.00996329 -0.000615069 -0.00877813 0.00472695 -0.000473779
internal_weight=771.575 169.843 601.733 162.796 438.937 299.54 139.397 122.889 101.922 8.35011 93.572 296.245 288.334 284.187 205.332 78.8552 55.5699 74.6427 57.5791 149.762 20.9668 34.1815 13.0874 144.743 21.0941 15.1266 151.803 32.649 83.7112 76.848 13.7941 9.52423 63.0539 46.0785 16.9754 119.154 109.858 135.661 12.3555 10.9927 97.5028 79.9958 75.4247 20.5099 8.29229 54.9148 33.1629 132.137 18.037 10.1636 21.7519 17.2877 9.29598 7.3349 39.871 34.142 7.14617 16.5081 121.278 28.5923 14.3362 9.97058
internal_count=7516 1568 5948 1377 4571 3231 1340 1181 921 114 807 3209 3166 3138 1983 1155 572 1122 949 1411 260 302 113 1353 189 141 1289 307 707 655 108 76 547 419 128 982 892 1266 80 88 812 670 629 147 66 482 268 1236 149 87 214 176 90 90 614 537 63 159 1104 228 180 109
is_linear=0
shrinkage=0.03


Tree=125
num_leaves=63
num_cat=0
split_feature=54 13 25 32 31 25 31 13 5 32 31 32 1 13 5 34 28 1 14 11 36 3 24 32 14 3 3 3 4 4 11 31 32 14 1 4 1 14 31 1 4 3 3 1 32 1 11 31 37 5 3 14 12 31 43 11 12 14 11 14 14 14
split_gain=2.94549 1.28708 15.048 6.49917 7.84914 1.54788 7.862 3.10899 4.0625 5.17305 4.78186 3.62835 3.07555 5.48255 2.78197 2.534 2.40115 2.83215 2.34399 2.19543 2.685 1.95011 1.84743 3.06795 4.23389 2.11205 1.60729 3.42508 1.70895 2.05015 1.68484 1.44187 1.6508 2.03623 2.85121 1.43585 1.43496 1.5296 1.67103 1.38641 1.35693 1.34751 1.33989 3.24086 2.27483 1.42089 1.26426 1.18772 1.77357 1.18341 1.0888 1.0883 1.07842 2.3855 1.97751 1.22062 3.51132 4.03401 2.85815 2.23061 1.05974 1.25807
threshold=1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.01941930618401207 1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 4.927030492346792 1.0000000180025095e-35 0.062418346836329859 1.0000000180025095e-35 1.0000000180025095e-35 3.6166825895759684 0.60776772247360489 0.69858908400027009 1.0000000180025095e-35 0.18634259259259262 1.0000000180025095e-35 0.17500000000000002 0.62981481481481494 0.1568375422148294 0.1012820512820513 0.082207207207207214 0.43625902544818601 0.34891304347826091 0.88823551701593073 1.0000000180025095e-35 0.17500000000000002 0.65419580419580436 3.6666825895759683 0.43132201334141912 5.0796373003381596 0.73192508710801396 0.23000000000000004 3.5636629030736411 0.37884436160298235 0.36250000000000004 0.48750000000000004 3.578938214467795 0.18500000000000003 3.6467622390330523 0.93388869428251386 1.0000000180025095e-35 1.0000000180025095e-35 0.062418346836329859 0.61250000000000016 0.67327315541601263 0.57500000000000007 0.2950000000000001 0.074999999999999997 0.90849589109791129 0.4250000000000001 0.63069358178053847 0.90489712416058532 0.64748844052122756 0.66565040650406515 0.67879188712522065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 47 7 12 11 -9 10 15 36 16 -14 -12 -10 18 -18 42 -13 31 22 -11 25 -25 51 27 -20 29 30 -28 -21 33 34 -33 -26 37 50 -39 -32 -31 -40 43 -7 -44 -45 -34 48 -3 -5 52 -24 55 54 -54 58 -57 -58 59 -1 -51 -62
right_child=-2 2 -4 49 -6 6 -8 8 9 21 14 19 13 -15 -16 -17 17 -19 26 20 -22 -23 23 24 35 -27 28 -29 -30 40 39 32 46 -35 -36 -37 -38 38 41 -41 -42 -43 44 45 -46 -47 -48 -49 -50 60 -52 -53 53 -55 -56 56 57 -59 -60 -61 61 -63
leaf_value=-0.0029933627602763595 -0.028816759409188594 0.01659134322752677 0.033777334046411742 -0.0076724136888920219 0.030415060478923381 0.012297759158986997 -0.03202455196946144 -0.032234258498312171 0.0091499463283795761 -0.017269259103204426 0.031808795905573603 -0.011055728873079176 -0.0054533009378730938 0.034219280965839774 0.003150096812238224 -0.017247101096388457 0.026437955916043959 -0.0011586892972507582 -0.0081149455888817907 0.020537955046976121 0.027866370844367102 -0.021482317952955347 -0.02140058543823866 0.03721481709848639 0.0096776634028730209 0.0065886166701541278 -0.011239559566969618 0.022507511192128009 -0.021565711789469817 0.021331601198698889 0.017448651652630424 -0.010485411583338548 0.0029957480483515414 0.020195670233119748 0.018217080990626067 -0.02040801999389227 -0.014518341923101911 -0.01768567424636602 0.0069725520292801928 -0.0046209759724342879 -0.0022571739440571644 -0.010122953676764412 0.00099604279987594514 -0.020999344227838588 0.032397240007538484 -0.0014862917561623435 -0.01277316798087561 -0.011657290134632221 -0.0043783935051384696 -0.0070597506409274639 -0.013543286358676517 0 -0.0059312946028395198 0.025206066168097004 0.017317638583460134 -0.024542253170360503 0.011402572671754535 -0.0065469759657706258 0.023976832408177155 0.0041318464973204528 0.017831449971469283 -0.00073176492428976981
leaf_weight=73.242842361330986 3.1823018994182339 5.8046692889183804 11.968252871185539 63.135811097919941 11.07014130335301 9.9319790080189723 8.0998248904943448 4.7191393971443167 5.1921189017593878 9.7311156317591649 7.1730514559894782 5.1718179285526267 6.4885672815144044 5.4383965563029051 6.1501040123403072 7.5331180207431316 4.9885886907577506 8.321239270269869 7.707304507493971 5.9624626822769633 5.8685547411441794 10.359645517542956 8.8174448199570197 3.4762014895677584 2.6179735884070396 4.7590543553233138 47.9280427955091 5.2804635260254145 6.7364610396325579 3.7370517849922171 2.3673206940293303 6.7790264710783976 26.696987323462967 10.888921551406382 5.3350346870720387 2.475423926487565 6.2815384715795508 8.7896442394703644 8.1664037704467791 68.180800639092922 3.9964501112699509 7.8408028036355963 6.6204066537320596 5.8142712563276282 3.1519839018583298 9.3852166160941106 5.2980696409940711 6.0881558395922175 8.3404010124504566 9.582506366074087 4.6241458393633357 3.2531125470995894 10.252173997461798 4.9208704456686965 4.5540520995855323 6.189014494419097 16.161976259201765 35.672865308821201 4.769864208996295 84.59109914675355 4.8145011737942678 7.8658424690365791
leaf_count=510 64 73 270 520 502 94 113 45 50 95 158 31 91 95 38 64 36 55 54 45 42 104 80 30 41 39 539 44 74 34 33 43 172 79 51 22 131 64 55 911 37 45 69 45 25 78 31 71 77 74 31 45 67 38 36 37 127 242 39 612 38 61
internal_value=-0.000837046 -0.000705682 0.0020116 -0.00124699 0.0103389 -0.00126313 -0.00334277 -0.000198213 -0.00568784 -0.00376805 0.00672403 0.00098988 -0.00215638 0.0124076 0.0192656 -0.00603751 -0.0030938 0.00897881 -0.00402444 0.00698378 0.00849817 -0.00991046 -0.0062259 -0.00165864 0.0124841 -0.00927446 -0.00570724 0.00403285 -0.00670846 -0.00583513 -0.00684323 0.0064505 0.00474566 0.0108435 0.00175849 -0.0040293 -0.000555645 -0.000197795 -0.00728289 -0.00374836 0.00863572 -0.00105271 0.00283293 -0.000629318 0.0121725 -0.00951604 0.000135078 -0.000541792 0.00391997 -0.00557821 0.000500245 -0.0160232 0.000806404 0.00749788 0.000955206 0.000174676 -0.00352246 -0.000812728 0.00153353 0.000787823 0.000109134 0.00601797
internal_weight=770.343 767.16 128.67 116.702 31.3034 638.49 214.174 424.316 76.2575 71.5384 26.0484 348.058 206.075 11.927 13.3232 12.7252 194.148 13.3098 180.838 72.0009 66.8291 45.49 35.1303 25.3992 8.5696 16.8296 145.934 12.9878 132.946 126.21 118.476 60.9605 54.998 23.003 12.1141 5.0934 276.057 269.776 24.7969 70.5481 7.7335 16.0072 34.9039 25.1315 9.77239 15.1995 31.9951 20.2332 14.1451 85.3987 244.979 12.0706 240.355 19.7271 14.8062 220.628 58.0239 51.8348 162.604 157.834 22.2629 12.6803
internal_count=7516 7452 1686 1416 723 5766 2427 3339 811 766 310 2528 2314 186 196 114 2128 91 2037 494 463 456 352 257 93 164 1726 98 1628 1554 1483 421 376 173 94 63 2034 1903 164 944 71 100 311 217 94 123 203 221 150 693 1739 125 1708 141 103 1567 406 369 1161 1122 173 99
is_linear=0
shrinkage=0.03


Tree=126
num_leaves=63
num_cat=0
split_feature=54 0 15 42 27 28 31 26 31 42 26 50 50 0 21 1 1 50 42 42 1 26 42 5 31 26 0 50 50 26 26 5 26 43 42 0 50 42 11 42 11 11 1 14 42 42 26 31 43 42 14 14 42 1 1 14 14 14 42 1 5 0
split_gain=2.852 1.59814 5.34571 10.2525 1.33552 2.05449 2.72574 2.30216 2.72521 6.51047 3.82175 2.84639 2.51851 2.57993 2.5072 2.29343 2.26087 2.19635 2.09382 1.99973 1.9859 1.94922 2.25033 1.79617 1.79093 6.6892 4.00805 2.52843 2.1716 2.05053 1.80713 1.76602 2.42346 1.76553 1.73634 1.70362 1.70275 4.29219 3.97108 2.19666 1.86606 1.96382 1.50664 1.95967 2.51689 1.47416 1.47393 1.42289 1.48944 1.95036 1.40188 1.33237 1.4936 1.28402 1.56153 1.60506 1.27501 1.89484 1.22072 1.30651 1.27188 2.46483
threshold=1.0000000180025095e-35 51.500000000000007 1.0000000180025095e-35 5.0009086044551614 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 0.16000000000000003 3.7166825895759681 6.5000000000000009 1.7585441243211084 3.3361473422153938 33.500000000000007 0.35797866047458726 3.5194678211575181 3.578938214467795 3.3536489182451987 3.6829717644257181 3.6757820523298186 3.6278900514789654 6.5000000000000009 4.4569558664948525 0.046693482230278659 1.0000000180025095e-35 9.5000000000000018 34.500000000000007 2.8153069638604364 2.4194005465518993 8.5000000000000018 7.5000000000000009 0.046693482230278659 8.5000000000000018 0.074999999999999997 4.7543593746311776 49.500000000000007 3.315707808323157 3.6845066141412262 0.69469025779542171 5.0186495125046582 0.93090551165006608 0.92591708652102567 4.8726189978199859 0.62981481481481494 3.6248351047945473 4.817302015487253 10.500000000000002 0.31000000000000011 -0.22499999999999998 3.696165114879904 0.64346246973365628 0.68642083699151313 4.431706508225683 5.0423796311235538 4.7343480507649822 0.64530791788856312 0.64042253521126769 0.62583333333333346 3.5538288087861587 3.6855547771300552 0.01941930618401207 39.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 15 8 10 12 -1 -11 13 -10 16 -7 33 58 -16 -19 -14 22 -13 -23 28 -26 -27 -28 29 -12 -30 32 -32 -15 -29 45 39 -38 -39 40 41 42 43 44 -8 -6 -37 53 -49 -50 -47 52 -31 54 -9 -56 57 -40 -17 -60 -61 -62
right_child=-2 2 3 -5 35 6 36 47 9 11 24 21 20 14 18 17 -18 19 -20 -21 -22 23 -24 -25 25 26 27 34 30 51 31 -33 -34 -35 -36 46 37 38 56 -41 -42 -43 -44 -45 -46 50 -48 48 49 -51 -52 -53 -54 -55 55 -57 -58 -59 59 60 61 -63
leaf_value=0.001604103989747216 -0.028668286201905029 -0.037678662501326836 -0.02681168156626627 0.034067350143454807 0.0018459222897354219 0.03294706258981589 -0.004704879642610604 -0.010065184455092441 0.020810274731472806 -0.012848215070146723 -0.0001110304573456484 0.016288550606230755 0.0001017376480558953 0.0088553802024885341 0.018963893959745494 -0.001358334290499467 -0.017717763665394032 -0.026441978717668034 -0.0048779259647642034 0.0048809710773546197 -0.021969221209737787 0.014846230169757713 -0.018008276467182494 0.035555257883175338 -0.032190405725778096 -0.019132772047807344 0.016956261149919553 0.0039078180465263821 -0.017372761417489016 -0.029695255640909069 0.0040214632343035656 0.0098971659180861881 -0.0065883603777690944 -0.011989031420141285 -0.020781591800219133 0.027456220821535954 0.017053791771479265 0.021362865555634283 -0.0040050164966022976 0.018772394861902932 0.011551137538399568 -0.02536424847634278 -0.015341896053356785 -0.0049355661721364064 0.019510510259994285 -0.024126546236373444 0.0036910130738293657 -0.00999925329724464 0.030988806467676724 -0.00046278490562677143 -0.0005024101495827145 -0.00068599317650451812 -0.00012641464274056714 -0.024979867286644246 -0.0092278414719078987 0.012671357320718791 -0.00035991651834168267 -0.032905355831972696 0.025963936191279728 -0.00029366256231760013 -0.00020305870051394524 0.0347390376516859
leaf_weight=104.72149236313999 3.1050245016813269 4.3162584863603088 5.0634549651294947 4.505673922598362 142.87613370921463 3.2327222973108283 7.0677822828292829 45.241761360317469 4.8644009120762339 2.9696231354027978 8.9962990060448664 3.7789498437196043 5.1453958088532081 8.6570698022842425 7.3849492818117124 5.098273226991302 10.831046160310505 2.9031671471893779 5.2031366750597954 3.7866450119763613 9.1921899653971177 19.177614557556812 2.8002802692353725 5.6766480626538387 10.126283656805752 9.6045100167393702 8.0829240791499632 6.235235642641781 6.1260777302086344 8.6871887631714326 31.27364744618535 11.918105415999888 48.583868687972426 6.0226612687110892 3.8036559075117111 4.0287878159433586 15.444819485768674 4.2407974498346475 5.1518977284431475 3.8434535264968863 6.2575537115335456 3.9544549211859694 8.878560693934558 50.463737714104354 7.4529772354289889 3.6754253115504962 7.1030437741428614 4.4742217808961868 2.6001975312829 3.859977200627327 6.7784946374595165 3.4231264404952517 2.3602031283080569 4.3395298644900313 5.3997780196368677 6.0838955566287041 7.6111994450911871 4.0243312623351812 6.0112241264432695 6.8245394947007281 3.0996335949748755 3.2847267985343933
leaf_count=878 64 41 110 100 1264 29 48 606 48 29 106 40 42 63 54 32 61 16 33 44 53 245 36 87 126 100 69 47 76 141 288 102 679 37 31 63 120 50 47 39 45 21 67 408 68 34 64 40 22 40 64 36 21 43 51 60 60 30 50 58 38 52
internal_value=-0.000814777 -0.000686357 -0.0107188 0.00134994 -0.000490005 -0.0011665 0.00172651 -0.00225397 -0.00124122 0.00317888 -0.0028009 0.0134869 -0.00293102 0.000585202 -0.00193563 0.00920118 -0.00745277 0.00633804 0.00871781 -0.00821433 -0.0137434 0.01623 0.000705309 0.0200617 -0.00573413 -0.0114999 -0.00355201 0.00449698 -0.00387057 -0.0120733 -0.00182262 -0.000683884 -0.00235875 0 -0.00508401 0.00188364 -0.000294335 0.00508337 -0.00350386 -0.00259984 -0.00369029 -0.00501928 -0.00378349 -0.00207004 0.00741262 0.00101023 0.0131543 -0.00715613 0.00234922 0.0118459 -0.00966843 -0.0189984 -0.0240261 -0.00895822 -0.00754369 0.00187883 -0.0103164 -0.017751 0.0106204 0.014088 0.0079293 0.0173724
internal_weight=767.731 764.626 13.8854 9.56913 750.74 586.278 158.632 427.646 355.647 91.704 263.943 34.4031 57.3008 42.9633 38.0989 34.2409 25.5108 31.0082 12.5881 6.68981 14.3376 31.4335 6.57923 24.8543 159.221 37.8526 27.7263 18.1218 121.369 23.4668 97.9017 91.7756 79.8575 14.6797 10.0389 164.462 124.392 36.473 21.0282 87.9185 84.0751 77.8175 73.8631 64.9845 14.5208 153.33 11.1318 71.9994 10.9344 6.46017 10.4539 14.4705 11.0474 61.065 56.7254 11.4837 16.7874 9.17623 24.3184 19.2201 13.2089 6.38436
internal_count=7516 7452 251 210 7201 5712 1322 4390 3528 828 2700 437 391 296 248 319 161 290 87 60 95 408 76 332 1822 373 247 147 1449 304 1145 1069 967 100 78 1489 1003 307 187 696 657 612 591 524 116 1362 127 862 102 62 98 198 162 760 717 111 137 77 230 198 148 90
is_linear=0
shrinkage=0.03


Tree=127
num_leaves=63
num_cat=0
split_feature=54 0 49 42 58 40 11 33 37 3 26 27 3 14 3 21 56 30 11 42 21 59 49 14 3 26 0 42 34 0 1 11 0 1 1 14 1 11 1 42 26 1 9 1 1 26 1 14 48 14 21 3 14 9 14 12 1 42 3 11 14 9
split_gain=2.76105 1.54401 6.76282 6.27051 1.32231 2.30119 2.02349 1.39898 1.69462 2.97112 2.29003 1.27509 2.67135 2.86217 1.20022 1.07333 3.37592 2.85857 2.3473 3.51091 2.26946 2.0041 2.44645 2.00168 1.94773 1.77484 1.68027 3.57283 2.1946 1.9408 2.39371 2.31442 3.93219 1.59519 1.29525 1.24304 1.01717 1.0041 2.63542 0.94446 0.930744 1.0239 1.04622 0.915568 2.02774 0.89784 1.91332 1.28848 1.15906 1.10395 0.916742 0.866361 0.784845 2.16581 3.24135 1.6983 1.72151 1.34262 0.909053 0.738889 0.72091 0.682308
threshold=1.0000000180025095e-35 51.500000000000007 0.19000000000000003 5.0009086044551614 1.0000000180025095e-35 1.0000000180025095e-35 0.84958336294286541 1.0000000180025095e-35 1.0000000180025095e-35 0.56250000000000011 6.5000000000000009 1.0000000180025095e-35 0.46250000000000008 0.64346246973365628 0.61250000000000016 0.38265576611255103 1.0000000180025095e-35 1.0000000180025095e-35 0.92591708652102567 3.7044269646841417 0.37685084802867397 1.0000000180025095e-35 0.2950000000000001 0.6608656174334141 0.38750000000000007 10.500000000000002 24.500000000000004 4.1231023388601686 1.0000000180025095e-35 27.500000000000004 4.4557053684909791 0.66692775118394609 29.500000000000004 4.2714664839669494 3.6065212271721316 0.63069358178053847 5.1200721840520744 0.87795077387660703 3.5368030955064285 3.4764415777150481 9.5000000000000018 3.7467622390330519 0.27500000000000008 3.342730752564798 3.3697022760782955 11.500000000000002 3.7789382144677948 0.71973859473859492 1.0000000180025095e-35 0.73795005807200942 0.39821967233550748 0.13514669502693458 0.64480286738351267 0.17500000000000002 0.62693960372403923 0.37500000000000006 3.5467622390330522 3.7385744636323821 0.48750000000000004 0.70194729965171965 0.66012820512820525 0.17500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 14 7 -7 8 10 37 -6 52 13 -13 15 20 17 25 23 -20 26 -21 35 -19 -18 -17 27 28 51 30 -28 32 -31 34 -30 -23 43 39 -39 -10 41 42 -8 -33 -45 47 -47 50 -49 -48 -25 -1 53 58 -55 56 -54 -57 -12 -29 -34 -9
right_child=-2 2 3 -5 5 6 40 61 9 -11 11 12 -14 -15 -16 16 24 18 19 21 -22 22 -24 45 -26 -27 29 59 33 31 -32 36 60 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 44 -46 46 49 48 -50 -51 -52 -53 55 54 -56 57 -58 -59 -60 -61 -62 -63
leaf_value=0.017721776236250722 -0.028520044122608435 -0.034333118316173923 -0.023890173642485881 0.029615886135425536 0.016357274494136122 0.015302666618405273 -0.00084375204871225409 -0.021845313779290686 -0.008392015427490903 0.021853745038477094 0.021384934756733226 0.00071637599733760768 -0.0036770751011296803 0.039659149830129158 -0.013171070597269316 0.034436867621031632 0 0.0159984396221684 -0.027637902637089734 0.011500812839022628 -0.014580386595210873 0.00061904166456213424 0.01043290835659496 0.0078091524484895309 0.028234474258087245 0.0014839098049854275 0.023319905068248058 -0.029062890962864889 -0.010963301038448134 -0.034312513005723029 -8.8244740670692995e-05 0.011905170959129767 0.0087872785770307105 -0.024867562937726115 0.0085407028128449154 -0.011783061656815922 0.010750480372814428 0.02525072932462585 -0.0093520148836599981 -0.034705842371919357 -0.023127666162784923 -0.02527686519751849 -0.021352648343924543 -0.020310150042962202 0.00026221263333071665 -0.020613638590126472 0.017086457801737225 0.017614207245942419 -0.0014522496597346832 -0.0062193174629532385 -0.0068704197768055721 0 -0.0060468028926937561 -0.029126142492157243 0.0067959395310241508 -0.018314677660073209 0.016973206789184167 0.00077475699130080992 0.0013697144142628839 -0.0073426123433163164 -0.0088177166431393627 -0.0024759634235229115
leaf_weight=5.4227015413343906 3.0297080203890792 5.927852292545138 3.0703546609729528 4.5892536975443363 9.0695298351347429 2.05496399663389 12.277145337313419 3.9473148956894857 4.2374543454498115 2.7736628372222176 4.7668393068015593 3.7743902876973134 7.9190730042755604 3.4804454557597637 5.858668874949216 3.4408162282779804 3.2964881127700192 10.787327811121939 5.1096448451280585 8.1170753203332406 9.716049522161482 9.1284526884555799 7.435962736606597 5.7998990928754237 6.7868302594870329 3.179141609929502 7.1190107837319356 5.8692199122160655 6.5996278505772334 4.5069401543587428 7.4122751206159592 5.7427738644182673 4.116075161844492 3.661932885646821 5.1674982570111752 23.81142839603126 8.2619358580559474 1.957203540951016 18.136664543300867 2.4496920350939035 7.1426096539944401 2.9317125268280497 2.7613646313548079 4.1580511815845957 400.28414481971413 4.4646799769252521 3.0549288829788566 8.4568004794418794 3.426617748104035 3.5482947900891304 9.8891183072701079 5.6550200171768665 7.2523082457482833 3.6465416438877565 4.904410170391202 10.262356756255029 4.4616043418645859 3.9772747550159684 4.7054740097373724 3.1728803366422653 3.8583802450448275 4.1284757517278194
leaf_count=45 64 83 68 100 74 30 147 65 62 39 45 39 66 34 35 43 46 92 31 59 64 62 56 53 58 28 49 72 70 42 45 46 44 21 50 153 104 24 243 27 211 38 30 30 3602 41 31 107 37 34 138 81 78 33 58 101 57 47 55 24 40 65
internal_value=-0.000794965 -0.000669556 -0.0106386 0.00734243 -0.000477994 -0.00318968 -0.0109702 -0.00111921 -5.48754e-05 -0.00609071 0.00248246 0.000206003 0.00773753 0.0207665 9.83759e-05 0.000239823 0.00278994 0.0011879 0 -0.00439723 -0.00037105 -0.00172171 -0.00457139 0.00464823 0.0192657 0.019999 -6.56213e-05 -0.00633411 -0.000497345 0.000423776 0.0111332 4.37292e-05 -0.0125669 -0.00798135 -0.00189721 -0.00818209 0.000440034 -0.00934779 -0.00547031 -0.0196306 -0.0134611 -0.00907641 -0.00523415 0.000212603 2.59472e-05 0.00125902 -0.00566677 0.00427595 0.0116868 0.00386631 -0.00103608 0.00935105 -0.00228015 0.00228219 -0.0081529 -0.00567107 0.00235521 -0.0126304 0.0122964 -0.0224143 0 -0.0129675
internal_weight=765.952 762.923 13.5875 7.65961 749.335 133.019 27.1678 105.851 97.7749 29.5547 68.2202 59.1507 15.1739 7.25484 616.317 610.458 119.734 109.65 103.03 53.6026 490.725 48.4929 40.3758 49.4277 10.0833 6.61996 481.008 35.5489 26.5068 445.46 14.5313 430.928 12.4814 15.4291 11.7671 32.9399 418.447 26.781 20.0939 6.68715 25.1128 17.9702 15.0385 410.185 404.442 38.6403 11.0679 27.5724 11.8834 6.60322 15.689 11.0777 43.9768 18.0233 8.55095 25.9535 11.7139 14.2396 9.47231 9.0421 7.97446 8.07579
internal_count=7516 7452 251 168 7201 1668 456 1212 1082 395 687 613 139 73 5533 5498 1069 965 894 361 4429 330 271 533 104 71 4365 363 267 4002 94 3908 126 141 120 215 3782 356 267 89 426 215 177 3678 3632 441 106 335 144 65 191 126 474 191 91 283 135 148 100 96 84 130
is_linear=0
shrinkage=0.03


Tree=128
num_leaves=63
num_cat=0
split_feature=0 15 45 43 27 17 47 21 9 50 58 50 43 31 43 11 21 21 21 47 9 34 12 43 31 11 9 5 5 5 50 5 31 11 21 11 31 25 13 25 0 36 43 31 11 4 11 4 4 50 4 11 43 4 43 11 11 50 11 40 31 43
split_gain=1.45276 5.01717 5.74134 1.51783 1.28426 2.31952 1.58781 1.58749 2.57244 1.5704 1.55769 2.08527 2.23532 1.79191 2.68262 1.7327 1.42965 1.3557 1.92167 0.99735 2.30372 1.79625 2.41846 2.28544 1.4624 1.88521 2.31254 1.4421 1.92411 2.32824 2.00315 1.69863 1.42973 2.49488 2.15581 2.46005 1.48825 3.60943 2.48245 7.47581 2.84081 2.05473 1.90909 1.43967 1.36494 1.35205 2.21915 1.4269 2.06602 1.33637 1.33214 1.1714 0.994959 0.965007 0.939079 0.885522 2.38915 1.12973 1.04919 1.33922 1.40151 2.46791
threshold=51.500000000000007 1.0000000180025095e-35 0.97500000000000009 -0.27499999999999997 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 0.30797866047458744 0.17500000000000002 3.1963557881865921 1.0000000180025095e-35 2.4194005465518993 -0.37499999999999994 0.16000000000000003 -0.27499999999999997 0.91391882076512887 0.32321967233550752 0.33297866047458713 0.32603920345029069 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.32500000000000012 0.25000000000000006 0.23000000000000004 0.87890860664678472 0.27500000000000008 0.29864864864864871 0.22361111111111112 0.20550527903469082 2.7815080780430619 0.35599078341013829 0.31000000000000011 0.91259835368155462 0.32799908871127548 0.80039597484269975 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 24.500000000000004 1.0000000180025095e-35 0.52500000000000013 0.12000000000000002 0.71154260306773509 0.52142857142857157 0.68549313361399677 0.41656577885391449 0.31142241379310348 3.3536489182451987 0.24190177638453506 0.69469025779542171 -0.22499999999999998 0.26491228070175443 -1.0000000180025095e-35 0.66984370007492833 0.66371725642505452 2.8153069638604364 0.91985674117103544 1.0000000180025095e-35 0.12000000000000002 0.25000000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 10 7 16 9 -9 -6 19 -12 -13 17 -15 -16 53 18 -14 20 -1 22 24 50 25 26 -22 28 29 32 -30 -29 36 34 35 -34 38 42 40 44 -21 -42 43 -38 -40 46 -24 48 49 -48 -23 -33 -19 -7 -11 56 57 -8 59 60 61 -57
right_child=1 2 -4 -5 5 6 55 8 -10 54 11 12 13 14 15 -17 -18 52 -20 27 21 23 45 -25 -26 -27 -28 31 30 -31 -32 51 33 -35 -36 -37 37 -39 39 -41 41 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 58 -58 -59 -60 -61 -62 -63
leaf_value=0.018155297415899642 -0.037124277441603841 0.003928682604415059 0.031355815400435777 -0.026511292649183338 -0.018928808002921793 0.014958155863822525 0.021052937477110747 -0.0080784403286386364 0.01838206854868547 -0.011193484775725506 -0.016764634978113296 0.017684642084344726 -0.0040611017120041311 -0.013290476726630255 0.018632623612804197 -7.2912310249526017e-05 -0.013769313051554807 -0.0052231069941602445 0.019954810697117034 -0.023404759503488009 0.026871243601047576 0.0047652119363263195 -0.016895575713486783 0.010463868818836644 -0.019085354965270685 -0.010007363141985038 -0.0059733343484597743 -0.015469469384350655 -0.0012627464615419615 -0.025413498784501162 0.019813799345306214 -0.011070300221095895 0.020652895490454664 -0.0080676967342605856 0.038118581114904598 -0.0056868557715229221 -0.0096593337787883576 -0.0300919786217991 0.0052393582567696398 0.033427342340142531 0.0047941164235921954 -0.0042225599428365387 0.018462591836643297 -0.0017506879212354387 -0.013281203043579607 0.025194991026135267 0.00026613446329088809 -0.0044630179306620861 0.023787232389846761 0.019308694736757677 -0.013205520382318814 0.0069229524827350295 -0.014894710006699155 -0.0038557781885796413 0.0066571461722188521 -0.0013458262212775692 -0.0222218418329918 -0.0015139554967771773 -0.00029897784556475593 0.001284135017241673 0.013293673173723883 0.025665254289760804
leaf_weight=7.3579473271965972 4.1541619142517421 1.7357983253896225 3.4751817360520363 3.93808054085821 10.032885011285545 3.6039350144565123 2.7767142867669445 7.6735000107437354 5.3715940918773413 4.8231231328099948 11.212377848103641 4.1891375184059134 22.505452655255798 6.0156949944794205 8.7299940474331397 7.6459727361798278 8.186959885992108 25.073964515700936 3.2332690432667723 4.5507011841982594 3.7604793608188647 3.95813492313028 3.1047253701835862 6.0037329047918311 4.5671451622620216 7.7618017066270113 3.1884493920952082 13.222589246928694 6.9867858812212935 3.3418433070182791 8.0271086394786817 5.2263919562101346 6.0592033714056033 6.518063709139823 2.5694125872105351 5.8542591258883476 24.106837103143334 4.1584825422614804 7.6468347329646367 7.8520514508709303 46.520591413602233 43.913783134892583 3.6239247750490895 169.96738614328206 6.0790648348629475 3.8074458641931406 14.17054087016732 5.5796241145580998 8.3828926486894471 4.4259461937472215 18.632696250453591 7.9215858355164528 19.237770343199372 5.9894478376954794 5.1452363878488541 17.144735578447584 3.6927251908928156 4.7341235345229506 19.024179439991713 26.080570843070745 37.090097116306424 3.4195647593587628
leaf_count=55 41 26 92 92 87 30 37 55 58 40 208 33 296 37 69 53 65 319 41 72 34 30 28 58 33 55 32 74 42 17 54 29 111 39 43 40 236 70 85 176 380 387 52 1543 59 63 106 55 98 45 149 49 310 50 51 173 27 50 152 238 344 43
internal_value=-0.000773901 -0.0105536 0.00140523 -0.0163607 -0.000590031 0.00173343 0.00354337 -0.00527958 0.00247728 -0.0106102 -0.00125323 -0.00451414 -0.00299903 -0.00403726 0.00315194 0.0096415 -0.00458545 -0.00642313 -0.000682336 -0.000504726 0.00222779 0.000779083 0.0038367 -0.0052776 -0.0046451 0 0.011216 -0.00119478 -0.000675246 -0.00115365 0.00972369 -0.00795944 -0.000882298 0.00661328 0.013649 0.00733407 -0.00139933 -0.00296577 0.00126238 0.0104178 -0.00077195 0.000349877 -0.00233503 -0.00277287 -0.0026053 0.00813302 0.00601385 0.00847139 0.0113803 0.00527468 -0.00977942 0 -0.00960485 0.00276051 -0.00143998 0.00486999 -0.00274519 0.00638044 0.00576225 0.00720825 0.00977067 0.00306074
internal_weight=764.785 13.3032 9.14906 5.67388 751.481 164.789 131.743 33.0463 13.0451 20.0012 586.692 107.844 96.6313 92.4421 22.3917 16.376 17.7803 70.0505 25.7387 478.848 94.7016 87.3436 58.7491 28.5946 19.2779 14.7107 6.94893 384.147 357.776 342.762 15.0139 26.3706 339.421 21.0009 14.4829 11.9135 318.42 201.857 116.563 21.578 94.9851 90.4344 197.698 194.074 13.7259 39.4712 35.6637 32.559 26.9794 18.5965 22.5908 13.148 44.3117 9.59338 9.96836 113.963 11.2036 7.51084 102.759 83.735 57.6544 20.5643
internal_count=7516 251 210 118 7265 1500 1209 291 113 178 5765 1366 1158 1125 159 122 145 966 337 4399 841 786 549 237 154 121 66 3558 3406 3310 96 152 3293 233 194 151 3060 1901 1159 320 839 767 1831 1779 144 395 332 304 249 151 179 78 629 80 91 1064 114 87 950 798 560 216
is_linear=0
shrinkage=0.03


Tree=129
num_leaves=63
num_cat=0
split_feature=0 49 42 27 17 28 31 26 31 42 26 50 50 0 42 13 0 3 3 3 42 26 42 31 26 13 58 43 50 26 50 43 14 11 5 17 11 5 26 26 37 34 42 26 49 3 42 11 3 34 42 42 3 34 42 13 31 47 42 26 26 11
split_gain=1.39617 6.35149 5.84411 1.20899 2.18563 1.93136 2.525 2.18558 2.58763 6.05738 3.48668 2.6565 2.41769 2.38549 2.35331 2.18466 3.13451 4.59119 2.05703 1.9859 1.9531 1.82048 2.12619 1.80321 6.56001 4.23021 3.48252 2.86493 1.89298 1.87372 2.18563 1.87297 1.80363 1.78648 1.75264 1.74952 1.63786 2.47954 1.62092 1.58501 3.72976 2.95753 1.8662 1.55523 1.55245 1.52067 4.00957 2.58238 4.11451 2.26656 1.75189 1.66844 2.26626 1.56063 1.51463 2.43827 1.82216 1.49626 1.41788 1.41607 1.4089 1.3982
threshold=51.500000000000007 0.19000000000000003 5.0009086044551614 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 0.16000000000000003 3.7166825895759681 6.5000000000000009 1.7585441243211084 3.3361473422153938 33.500000000000007 3.6161845113717574 0.90000000000000013 38.500000000000007 0.41250000000000003 0.43750000000000006 0.56250000000000011 3.6829717644257181 6.5000000000000009 4.4569558664948525 1.0000000180025095e-35 9.5000000000000018 0.70000000000000007 1.0000000180025095e-35 -0.22499999999999998 3.315707808323157 8.5000000000000018 2.4194005465518993 -0.52499999999999991 0.6503424657534248 0.84242556901957388 0.046693482230278659 1.0000000180025095e-35 0.88913030679303295 0.046693482230278659 10.500000000000002 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.529217446389759 13.500000000000002 1.0000000180025095e-35 0.14669236950007072 3.7544269646841415 0.92591708652102567 0.43750000000000006 1.0000000180025095e-35 3.5401456763707917 4.9710537782273816 0.22361111111111112 1.0000000180025095e-35 4.2667341507509216 1.0000000180025095e-35 0.28500000000000009 3.5000000000000004 3.6930544678997941 7.5000000000000009 7.5000000000000009 0.92917064739399213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 43 7 15 8 10 12 -1 -11 13 -10 18 16 -7 -18 33 -9 -16 22 -13 26 -25 -26 29 28 31 59 -31 -28 -33 -15 -23 58 37 -32 -27 45 42 -42 -41 54 -44 53 47 48 49 -47 -51 52 -48 -37 56 -56 -5 -6 -8 -12 -19 -38
right_child=1 2 -4 4 57 6 35 19 9 11 23 21 -14 14 20 -17 17 60 -20 -21 -22 34 -24 24 25 38 27 -29 -30 30 36 32 -34 -35 -36 39 61 -39 -40 40 41 -43 44 -45 -46 46 51 -49 -50 50 -52 -53 -54 -55 55 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.0013848999152653598 -0.033894284631695415 -0.023453511280407166 0.02914944245044844 -0.0039643415768272575 -0.0044524595416729216 -0.0096603480265429354 0.020915389270379028 -0.0081541348105487448 0.019951052231844849 -0.012430317441567192 -0.0084163208333629703 0.015830830138951469 -0.013452936706434391 -0.014396608078224597 0.018412633520680958 0.030870025124405166 0.027954429321954716 -0.0088661590407487952 -0.018805945500598276 0.015819128957751338 -0.0046097926698895429 0.01420246320335025 -0.017551013106356969 -0.031984234441075801 0.0072268184484023581 -0.023777588308608232 0.0073316321942619965 -0.019503756800371422 0.0057957854829430314 -0.014792358608110201 -0.008488873809617787 -0.0050238299844440112 -0.027418564893797993 0.0060113209236085253 0.034666116114352982 0.0024687775598797659 0.020552575908834698 0.011231016119592849 -0.00055718429504844733 -0.014859769514679422 0 0.032876689440699755 -0.0027106927589647437 -0.021908779655892739 0.016129206226315553 0.0024244071937081107 0.026447604854012919 -0.0244095725805775 0.011197316108435528 -0.0047587819989747 -0.029412209466847767 -0.0060312626546968062 0.00058277747664270949 -0.015252361189778125 -0.029658192047045482 0 0.015147556113543471 0.0047257113574589327 0.0012083099680814864 0.010484828836149884 0.010220823199084619 -0.0012522259402504348
leaf_weight=104.90670418273658 5.6822807686403376 2.9445742946118116 4.4265062864869833 12.791250581853097 17.765201130881906 8.036201763898136 5.5784111218526951 68.952374184504151 4.9004768915474406 2.9687049593776456 3.8121956251561668 3.7545317569747594 14.355667879804967 5.6198667138814988 7.3513862118124944 3.5391788547858587 9.0676897149533051 6.8722897171974164 8.7844137214124185 2.9134973082691422 5.2009610533714294 19.159235089086 2.8021254604682326 10.05989161506295 14.618316244333982 8.3678924012929183 3.9436078667640713 18.037394046783447 10.518043356016276 10.795637562870978 21.472204152494673 8.7594385240227002 6.0074040051549664 11.077136550098656 5.6465188544243565 5.2418505670502809 5.5656196996569616 7.4302682504057875 4.7639217823743829 7.5449336543679264 4.0905857002362591 5.6101482976227999 12.83130401838571 4.2068893052637568 5.2625554651021949 5.8702167589217469 7.3432576674968022 6.2962334156036368 10.770915500819681 5.3199138268828392 6.79842783883214 3.6844956502318373 5.9549858188256621 16.961720997467637 3.9129453524947149 5.601163636893034 6.4864046843722454 113.92278288956732 9.3570396956056339 20.187401482835412 6.6169650629162788 3.9598643556237221
leaf_count=883 83 68 100 111 145 61 44 839 49 29 29 40 96 31 54 84 84 43 50 38 33 247 36 136 115 87 30 395 118 90 215 115 126 80 87 54 45 64 51 44 44 50 107 28 49 46 81 34 76 36 45 30 53 129 22 76 54 1064 89 197 48 29
internal_value=-0.000753577 -0.0104326 0.00727885 -0.000574391 0.00167974 -0.0012192 0.00158327 -0.0022755 -0.00128657 0.0030198 -0.00280954 0.0129782 -0.00286779 0.000578363 -0.0018521 0.00879369 0.00586102 0.0116907 -0.00720195 -0.00705778 0.00848029 0.0156369 0.000579159 -0.00562534 -0.0114063 -0.00355635 -0.00374563 -0.010079 -0.00396588 0.000277179 -0.00298722 -0.00977393 -0.0147799 -0.000591576 0.0193405 -0.00035606 0.00023331 -0.00317076 -0.0159385 -0.00171989 0.00340371 0.0191169 -0.0024113 -0.00513137 0.0025573 -0.00424194 -0.00129132 -0.00717944 -0.00305758 -0.0119521 -0.0193295 0.0104558 0.01549 -0.0108162 -0.00233877 -0.0121047 0.00224775 0.00343717 0.00914446 0.00718981 7.09278e-05 0.0110318
internal_weight=763.082 13.0534 7.37108 750.029 164.687 585.342 158.649 426.693 354.827 91.621 263.206 34.3311 57.2899 42.9342 38.0338 34.1323 30.5931 22.5569 25.4814 71.8659 12.5523 31.3624 6.55666 158.299 37.81 27.7501 120.489 47.2659 29.2285 73.2232 49.2236 18.7105 14.7668 16.697 24.8058 124.517 38.428 28.9025 13.1318 109.582 35.3395 9.70073 25.6388 32.9987 18.0939 74.242 52.0384 35.0557 28.7595 17.9886 12.1183 16.9827 13.2982 22.2036 28.7918 9.51411 19.2777 131.688 14.9355 23.9996 13.4893 9.52548
internal_count=7516 251 168 7265 1500 5765 1331 4434 3557 832 2725 439 393 297 248 320 236 175 161 877 87 410 76 1842 389 253 1453 784 389 669 443 271 241 111 334 1011 353 279 138 878 294 94 200 291 156 584 401 237 203 127 81 164 134 183 263 98 165 1209 133 226 91 74
is_linear=0
shrinkage=0.03


Tree=130
num_leaves=63
num_cat=0
split_feature=0 49 42 1 4 50 27 17 28 1 31 32 58 31 24 14 12 0 42 3 14 32 13 14 29 32 31 1 31 50 14 31 13 50 14 48 13 4 32 3 50 12 37 14 4 31 14 14 42 14 3 14 32 50 50 0 1 50 42 14 14 32
split_gain=1.34902 6.12934 5.62171 1.15729 1.18364 1.57592 1.09086 1.89888 1.53934 2.64143 2.28503 2.49529 3.44575 3.80609 2.82051 2.24233 3.40651 2.38838 2.59727 2.44524 2.16018 2.09278 3.09866 2.24148 1.89123 1.84122 2.11302 2.64134 1.78787 1.77924 1.73079 1.72081 2.67991 2.08286 1.93817 1.6833 1.619 2.98848 2.28726 1.9858 1.56592 4.25229 2.50407 1.69894 1.53777 2.95355 1.47527 1.35623 3.49271 1.43127 1.34554 1.32358 1.57492 1.87982 1.3223 3.38891 3.66718 3.38399 1.83108 1.87035 5.93707 1.64508
threshold=51.500000000000007 0.19000000000000003 5.0009086044551614 5.1200721840520744 0.45049019607843144 2.9797363981426757 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.4855547771300555 0.16000000000000003 0.17500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.73606811145510853 0.57500000000000007 32.500000000000007 3.366682589575968 0.09232954545454547 0.6039701257861636 0.32000000000000012 1.0000000180025095e-35 0.62693960372403923 1.5000000000000002 0.16500000000000004 0.32500000000000007 3.5368030955064285 1.0000000180025095e-35 2.8625437813686543 0.5796825396825398 1.0000000180025095e-35 0.90000000000000013 3.3536489182451987 0.62719568567026207 1.0000000180025095e-35 0.70000000000000007 0.41373798394920192 0.16500000000000004 0.19803921568627456 3.1963557881865921 0.37500000000000006 1.0000000180025095e-35 0.71806526806526816 0.32697368421052636 0.2950000000000001 0.69096016343207367 0.69416099773242645 3.518462811225509 0.68436716791979968 0.48750000000000004 0.72137002341920387 0.16500000000000004 2.7815080780430619 3.315707808323157 39.500000000000007 3.6845066141412262 3.3536489182451987 3.6248351047945473 0.61830143540669869 0.60741758241758248 0.16500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 8 -8 10 -10 11 12 13 20 -15 16 17 19 -19 -12 -1 22 28 24 -23 26 27 -20 40 -24 -14 32 33 34 -11 44 37 38 -22 46 42 -42 43 -13 -21 -46 -38 49 -49 -9 -43 52 -16 -54 58 57 -57 -56 -33 60 -60 -59
right_child=1 2 -4 4 -6 -7 7 47 9 31 15 21 30 14 51 -17 -18 18 25 35 36 23 29 -25 -26 -27 -28 -29 -30 -31 -32 54 -34 -35 -36 -37 39 -39 -40 -41 41 50 -44 -45 45 -47 -48 48 -50 -51 -52 -53 53 -55 55 56 -58 61 59 -61 -62 -63
leaf_value=0.02098088221335611 -0.033687617712850865 -0.023236798092073213 0.028819457870947314 0.032418549076826945 -0.0048004368846304591 0 -0.0049334903485104276 0.0025245154791755341 0.015338343760750455 0.01872975270117834 0.026678982761955843 0.0064623329086366072 0.0027378998163214044 -0.030663457353225617 -0.002865095842647524 -0.0093477939629317535 0.023321364937143419 -0.016979080569688412 0.018317482153233967 0.023854324490539747 0.002636122883809597 0.016130723586589138 0.00095392095832906121 -0.018810278061190108 -0.011282844698511136 -0.010002265846911758 -0.014012420213136348 0.0014070714689926706 0.018604183300247931 -0.012222598667040801 -0.016032588481528519 -0.010187323830442503 0.030678531832944528 -0.012171560329559093 0 -0.011694782490163494 0.013576574294644711 -0.017874496197326721 -0.0095055799003441153 0.019644827426926397 -0.0036074604631751834 0.031071376006830971 -0.017261137332205963 -0.014954780082363615 0.014153727774149007 -0.022416810019075518 -0.008300143845182734 0.038145205769063065 0.0043409638214181286 -0.012825095873390507 0.0068810470957243169 0.0078312380975702756 -0.0018173429440882102 -0.030456569402422487 0.041569096806859038 0.013931171426317102 -0.012150122198032362 0.018718818225813373 -0.01609873689502999 -0.0034064083589122975 0.026170880789070556 -0.0078691115455804591
leaf_weight=3.7518291864544144 5.5488717602565867 2.8856353275477886 4.3463820610195398 2.9799824971705657 2.4902201294898987 2.7879789900034666 32.613470477052033 104.22910509258509 10.857722362503408 8.1854218374937862 5.6683617141097811 23.095143815502528 4.3759984150528899 6.2882230952382114 12.343334730714563 16.289002219215035 6.4586096052080384 8.1642981488257629 9.9553014114499074 4.1757723446935442 44.912690991535783 4.1089088711887616 17.12177905626595 10.298824389465151 4.4684142787009478 12.193414952605961 5.9555428195744744 52.034139265306294 8.0611765608191472 17.959402112290263 35.64889402128756 25.98707667645067 3.456925273872911 5.9651075154542914 13.610205227509139 4.3009548615664235 3.9408312812447575 11.086773985996841 19.846919456496835 6.2876474279910317 10.403980737552049 6.7252249773591739 6.4380002208054057 3.5771158672869197 5.602279754355548 2.7953557167202234 8.0392141770571452 3.2143866475671556 17.876010227948427 5.4752776995301238 4.2007258627563715 3.6105600129812947 3.9251479301601648 5.7348004691302776 3.3177713090553862 6.9595006033778217 14.320172198116778 3.8113753814250231 4.5322452662512642 44.66388922650367 7.5268746968358755 3.8527059182524681
leaf_count=34 83 68 100 41 29 35 287 947 88 67 58 228 43 98 104 159 54 52 74 63 341 55 202 186 64 128 45 448 55 205 544 160 84 40 103 37 49 121 211 77 87 66 55 31 84 45 73 27 177 46 42 41 44 59 34 52 113 44 36 391 72 30
internal_value=-0.000733935 -0.0103492 0.0071749 -0.00055903 0.0104317 0.0179538 -0.000692521 0.00145269 -0.00131086 0.00119696 -0.00226334 -0.00377872 -0.00609853 -0.00365079 -0.0126253 0.00093964 0.00243271 0.00112175 -0.00104763 0.00981777 -0.000644334 -0.000340412 0.00138001 -0.0094701 0.00123418 0.000538976 0.00254256 0.00426948 0.00542847 -0.00565263 -0.0138278 8.61502e-05 0.00634772 0.00290555 0.00737785 0.00355627 -0.0016127 -0.00359492 -0.0010104 0.00624227 0.00330672 0.00962402 -0.000616158 0.0032768 0.00934431 0.00104419 -0.000506432 0.00309598 0.0100848 0.00168189 0.022601 -0.00776122 -0.0106375 -0.019701 -0.00157 0.00347322 -0.00329063 0.0169406 -0.00361313 -0.000470614 0.00979156 0.00472999
internal_weight=761.339 12.7809 7.23202 748.558 8.25818 5.76796 740.3 163.408 576.892 157.047 419.845 286.252 169.793 129.768 31.9021 133.593 117.304 110.845 88.3027 22.5427 97.8659 116.459 97.5825 18.8761 8.57732 80.1384 67.945 61.9894 62.5014 35.0812 40.0249 146.189 31.2177 27.7607 21.7956 16.8744 94.1141 75.8464 64.7596 18.2677 54.4402 21.3299 33.1103 26.6723 12.5734 8.39764 11.98 130.795 21.0904 109.704 10.926 25.6138 22.0033 9.65995 114.972 32.2615 21.2797 10.9819 82.7101 56.723 12.0591 7.66408
internal_count=7516 251 168 7265 105 76 7160 1484 5676 1314 4362 3115 1839 1252 346 1247 1088 1034 747 287 906 1276 971 305 119 695 567 522 564 407 587 1226 294 210 170 229 872 673 552 199 509 195 314 259 192 129 122 1197 204 993 108 248 207 103 932 273 165 108 659 499 108 74
is_linear=0
shrinkage=0.03


Tree=131
num_leaves=63
num_cat=0
split_feature=0 49 42 32 31 42 34 31 14 5 50 13 42 42 25 28 31 31 50 9 0 13 0 31 42 3 3 50 42 31 53 42 58 32 14 32 42 50 3 9 42 42 32 14 49 14 14 14 5 50 14 14 50 0 14 37 42 42 43 42 3 5
split_gain=1.30397 5.91541 5.40764 1.07659 3.75518 2.30839 2.11388 3.12048 4.15668 2.98156 1.97607 1.96285 4.36493 2.77415 2.34354 2.35251 2.6925 2.60626 2.30672 1.8864 4.13818 3.61523 2.81426 2.14888 2.0805 2.07198 1.87926 3.57118 1.56994 1.52799 1.42795 3.33273 1.55467 5.0771 1.8639 1.47785 1.29806 1.27946 1.53651 1.82834 2.2023 1.48451 1.23655 2.15812 1.19451 1.18578 1.17748 2.52722 1.54033 1.21846 1.68961 2.70251 1.10389 2.1782 3.30387 2.49017 1.83406 3.18432 2.33956 2.01622 1.71623 1.48264
threshold=51.500000000000007 0.19000000000000003 5.0009086044551614 0.15000000000000005 0.2950000000000001 4.8244373509905714 1.0000000180025095e-35 0.12000000000000002 0.63859338061465731 0.04083333333333334 2.2053316966240444 0.90000000000000013 3.885512953955101 3.9946825456761439 1.0000000180025095e-35 1.0000000180025095e-35 0.16000000000000003 0.2950000000000001 3.3361473422153938 0.37500000000000006 39.500000000000007 1.0000000180025095e-35 49.500000000000007 0.16000000000000003 4.4160335268569062 0.15606708256315469 0.17445652173913045 2.9797363981426757 4.5857127646281493 0.31000000000000011 1.0000000180025095e-35 4.352747819918128 1.0000000180025095e-35 0.16500000000000004 0.73795005807200942 0.16500000000000004 4.4388619644709264 2.7815080780430619 0.34687500000000004 0.17500000000000002 3.6661845113717573 3.6088652702674477 0.18500000000000003 0.61416040100250646 0.32500000000000007 0.63299319727891168 0.74687451164244423 0.79135572139303489 0.031754032258064523 1.9276964374892214 0.65978723404255335 0.67369121561668155 2.8153069638604364 30.500000000000004 0.65604707792207806 1.0000000180025095e-35 3.7141859528232213 3.5223737282238914 1.0000000180025095e-35 3.4240587203982549 0.16936182493187088 0.29864864864864871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 30 11 9 -8 -9 10 -7 12 52 -14 15 16 18 -18 -13 20 23 26 -23 -15 -25 -21 27 -22 -17 -19 32 -32 35 -34 37 -5 -20 -35 -39 42 41 -41 45 -44 46 -40 48 -48 -37 -50 -51 -52 53 -1 55 56 57 59 -59 -55 -56 -54
right_child=1 2 -4 4 -6 6 7 8 -10 -11 -12 14 13 19 -16 28 17 29 36 25 21 22 -24 24 -26 -27 -28 -29 -30 -31 31 -33 33 34 -36 44 -38 38 39 40 -42 -43 43 -45 -46 -47 47 -49 49 50 51 -53 61 54 60 -57 -58 58 -60 -61 -62 -63
leaf_value=0.017330559605277587 -0.033484062519511359 -0.023019581729296048 0.028491811047918248 0.014498728436035332 -0.030330094743333015 -0.0014254115216171613 -0.015317594970443613 -0.0036526870307933487 0.029586825533804963 -0.011476541974244725 0.024855094183529575 -0.020614991175826811 -0.032224613118299945 -0.027066726697159919 0.03106715493678423 0.029285756130383454 0.028767001417065938 -0.0053746229934347736 -0.0085113941909648813 -0.0044908551060675247 0.026946112870861624 -0.032584701010131847 0.00092699712425706041 0.0057754273947324304 -0.020325264799088701 0.025173789900367359 -0.0058325362613334724 -0.0030301970400100774 0 0.024882441679330656 0.011976967271255164 -0.02363882344314 -0.024335298292372291 -0.0065179543510645085 -0.024538502466212926 -0.00034463897020812519 0.013647366526742043 -0.016168107103973206 -0.020643192470140105 0.009949939806310629 0.031321301442614753 -0.013837218786866954 0.027351971017455515 -0.001284650983323614 -0.0080428490641485835 -0.00084082937366870435 -0.016051145913758055 0.011436132115506349 -0.0057042510240966392 0.0011628845360607154 0.032596096930389624 0.0064274025882209472 0.00019519800373513348 0.0074760304021880579 -0.017891633996595917 -0.0062205442778577409 0.021712917590232941 0.0083732324521554099 -0.0099748691333641001 0.036471908429435922 -0.0015633766464014168 -0.0087503874663087157
leaf_weight=8.8430275171995145 5.418317308649419 2.8282375279814005 4.2679649144411087 6.0757155753672114 3.9157398324459782 2.6515072155743864 6.9366194847971228 8.1788266673684102 5.2459992263466111 2.8647450357675543 12.930381244979797 7.2388819474726978 3.9403717573732129 11.79670061543584 2.9730611331760874 4.4980884101241818 4.2297564772889009 7.3597077857702953 4.7301444783806783 4.9844547398388368 7.0383177548646945 4.6334747411310691 3.5822893045842648 4.9695260748267156 5.1762663684785366 3.1525092646479607 7.4203020185232154 6.370923288166523 2.4163729948922992 1.6684424113482235 3.0771068092435581 7.1947557684034109 10.133636010810731 22.37339011579752 2.8926194310188285 171.66400647163391 4.2502768114209175 3.4786013495177022 4.0896079558879164 11.557117143645884 3.7413978669792405 2.5984576046466819 2.8847598508000365 8.7011729404330236 16.309946801513433 9.4393969010561687 10.131385181099175 3.8279766645282498 6.0512858014553776 17.575991721823812 5.2689769230783012 12.95906265825033 144.69479341059923 6.0895192027091962 7.7774123400449744 10.813228376209734 8.974374592304228 13.943974118679764 10.995969884097574 4.0317529588937759 25.150301374495029 18.490598939359188
leaf_count=61 83 68 100 59 51 32 59 86 70 17 219 87 38 182 51 118 187 107 46 48 56 43 38 33 30 32 49 39 59 78 39 111 251 347 48 1508 44 38 60 139 51 40 28 113 138 98 93 41 44 131 47 95 1058 44 42 74 74 106 70 39 173 106
internal_value=-0.000712938 -0.0102664 0.00707103 -0.00054215 -0.00177181 0.000503959 0.00744278 0.000447865 0.00913954 0.0147544 0.0200415 -0.000226574 -0.00101477 -0.00808885 0.00605902 0.00369334 0 0.00990434 -0.00819647 -0.00627596 -0.0084675 -0.000796829 -0.017585 -0.0182513 -0.00709639 0.00661065 0.00564385 0.0124278 0.019177 0 -0.00140978 -0.0123716 -0.00104506 -0.00462877 -0.00170247 0.000108229 0.00139124 -0.000588091 0.00215282 0.00384136 0.011146 0.00503357 -0.00117389 0.0056796 -0.000237412 -0.00747733 0.000302449 -0.00803469 0.000882594 0.0060363 0.0082079 0.014589 0.000684219 0.00323454 0.00171007 0.00626366 0.00947915 0.0060722 2.99304e-05 0.0200906 -0.0056859 -0.000791177
internal_weight=759.5 12.5145 7.0962 746.985 345.942 401.043 38.8081 20.3614 13.4248 18.4466 15.5819 362.235 322.87 63.0651 39.3647 36.3917 29.4772 13.2579 16.2193 59.1248 50.9878 29.0453 8.21576 21.9425 10.1458 8.13696 20.8295 13.4092 6.91446 9.02815 342.026 10.2719 331.755 81.8902 71.7565 249.864 8.98042 68.8639 46.4905 43.0119 17.897 14.1556 25.1149 11.5859 243.789 13.529 227.479 13.9594 213.519 41.8553 35.804 18.228 259.805 96.6196 87.7765 54.8488 44.0356 35.0612 24.9399 10.1213 32.9277 163.185
internal_count=7516 251 168 7265 3570 3695 483 215 156 268 251 3212 2435 588 777 726 549 372 177 550 470 225 81 245 63 80 144 95 177 185 3519 150 3369 1213 962 2156 90 914 567 529 230 179 299 141 2097 158 1959 134 1825 317 273 142 1847 683 622 407 333 259 176 83 215 1164
is_linear=0
shrinkage=0.03


Tree=132
num_leaves=63
num_cat=0
split_feature=0 49 42 1 43 1 3 43 1 42 42 26 32 1 31 11 43 11 31 48 14 3 0 14 5 49 1 11 53 3 11 47 14 5 32 14 13 48 1 32 0 29 26 31 11 1 1 42 11 14 14 26 14 40 21 14 43 14 32 14 40 11
split_gain=1.25957 5.70937 5.20159 1.07149 1.13156 1.47701 1.74599 5.29133 1.49561 2.16098 2.15246 1.4908 3.0085 2.692 2.07321 1.93577 2.61347 2.36895 1.47937 2.86196 1.44998 1.81274 1.44203 2.11401 1.75502 1.35086 2.16769 1.30622 1.29816 1.60684 2.45283 1.56271 2.80535 2.08966 3.97752 2.74733 1.55271 1.43798 1.35305 1.94187 1.31304 1.45336 1.2865 3.86375 4.58655 3.3487 1.8211 2.81537 1.66454 1.41009 2.04579 1.2822 1.2768 1.25844 1.23048 1.16782 1.35211 1.09332 1.24525 1.31812 1.28648 1.08325
threshold=51.500000000000007 0.19000000000000003 5.0009086044551614 5.1200721840520744 0.074999999999999997 3.388574463632382 0.12060606060606062 0.25000000000000006 4.420773815517415 4.1231023388601686 4.4569558664948525 8.5000000000000018 0.16500000000000004 3.7556752830605151 0.31000000000000011 0.90819238638712629 0.25000000000000006 0.66984370007492833 0.23000000000000004 1.0000000180025095e-35 0.66767068273092378 0.089572192513368995 49.500000000000007 0.64346246973365628 0.026671408250355622 0.15500000000000005 3.6855547771300552 0.74047860581083624 1.0000000180025095e-35 0.1012820512820513 0.80039597484269975 2.5000000000000004 0.64480286738351267 0.32305502846299816 1.0000000180025095e-35 0.62152509652509658 1.0000000180025095e-35 1.5000000000000002 4.420773815517415 0.16500000000000004 25.500000000000004 1.5000000000000002 12.500000000000002 0.16000000000000003 0.93134835368155466 3.5096293531157179 3.4792268092965979 3.4656344265871386 0.91640860664678481 0.79135572139303489 0.76154939587775416 6.5000000000000009 0.62693960372403923 1.0000000180025095e-35 0.39116643587525701 0.5796825396825398 -0.12499999999999999 0.69096016343207367 1.0000000180025095e-35 0.62693960372403923 1.0000000180025095e-35 0.74371368725056064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 28 -6 7 -7 9 11 -10 12 13 51 15 16 -13 -18 22 -20 21 27 23 -12 61 26 -17 -9 29 30 31 32 -1 34 35 -33 -36 42 -30 -40 -37 -42 46 -44 45 -45 47 57 -47 50 55 -8 -53 -34 -27 -48 -57 58 59 -31 -60 -25
right_child=1 2 -4 -5 5 6 8 20 10 -11 18 14 -14 -15 -16 25 17 -19 19 -21 -22 -23 -24 24 -26 54 -28 -29 38 37 -32 33 53 -35 36 40 -38 -39 39 -41 41 -43 43 44 -46 48 49 -49 -50 -51 -52 52 -54 -55 -56 56 -58 -59 60 -61 -62 -63
leaf_value=0.035437402599608966 -0.033283484274810961 -0.022801861150348157 0.028166401178136298 0.010063404965477259 -0.01294829794181201 0.019575747008817129 -0.004416059081754649 -0.00083049709873580385 0.023707541476305997 -0.018845791543587124 -0.020749091133085037 -0.012556995584087564 0.03058192295987551 0.022276027338085376 0.015833939081820361 -0.017255570691764047 -0.0068659284869047625 0.013951956489063314 0.024532176700740951 -0.012268702596579147 -0.018424205186877769 0.0068900587326948641 0.013133052143742212 0 -0.010838380082812987 -0.0022882009494572648 0.0067969414304950224 -0.025578450991842864 0 0.00041420615841015687 -0.017742051376587232 -0.010351658539554743 -0.0068218436747102635 -0.0086090430636253101 0.011010396798051597 0.0018895857808057085 -0.0044048781537949586 -0.016085099256072179 -0.0024061542536561327 -0.030544343954017793 0.033290104586577662 0.0078999336526347861 -0.029505345056382699 -0.01883095129274678 -0.028577821203340088 0.0021305197767581704 0.010659309851668101 0.024794520978979644 0.023538789350828239 0.016194436244360684 -0.016521999778827678 0.023249812657656434 0 0.016462613395956904 -0.026198224385572497 0 -0.0037338833155795576 -0.0094810699462453147 -0.0065992352672407471 0.022431652746536981 0.011608495178663671 0.021684179962194353
leaf_weight=3.6817192174494249 5.2905789734795672 2.7723438311368227 4.1912319380789995 8.2298695594072324 5.9257070571184149 6.452426907606422 19.126821558922533 4.6601895773783344 6.8585991226136676 4.254941343329846 4.6104847425595024 7.3664781823754337 4.2218020148575297 5.6332974331453434 6.0125559214502564 5.2846541702747372 6.4842796009033945 16.003444958478212 6.9537072954699379 2.2083238000050187 11.214180898852645 7.1034749969840041 5.9623280260711899 3.2832852099090797 4.7993342522531748 3.798276696354149 8.2301304545253497 3.8810507478192449 7.2079568430781391 5.3931417502462882 4.5943161994218817 2.5174125349149135 4.2557743135839701 12.25357987731695 7.2545108050107947 3.1553758941590777 26.609984021633863 6.0983320474624625 5.1013688221573812 4.6037819553166628 8.1432301504537445 3.8042231397703281 5.510781977325677 6.1380959153175345 5.2508601583540431 26.400580759160224 6.6738393735140553 5.4787106327712527 3.711689429357647 3.6872237417846909 8.2193067893385869 3.3633783385157567 4.7325058598071337 3.4888910613954067 5.7947604432702065 190.04894520062953 162.11040509585291 5.972018575295805 11.056180866435168 5.3935541473329067 4.802460651844739 4.1363039202988148
leaf_count=36 83 68 100 105 50 71 146 39 49 45 43 78 44 68 51 41 72 153 109 28 85 78 58 28 48 35 66 31 84 44 37 28 35 69 50 43 261 33 50 77 137 50 144 44 36 234 63 58 32 57 71 28 54 32 43 1795 1600 55 122 47 57 38
internal_value=-0.000695443 -0.0101842 0.00696722 -0.000528671 -0.000657791 0.00140526 0.00194772 -0.00412317 0.00344825 0.00143417 0.00846563 0.00243217 0.00713861 0.00377797 -0.000439542 -0.00245248 0.00243439 0.0076771 0.00488037 0.0149486 -0.0101408 -0.00366696 0.000477273 -0.00375567 0.0024041 -0.00899023 -0.00228525 -0.0130901 -0.00132749 -0.0010576 0.00284132 0.0042228 0.0144405 0.0022578 0.00498354 0.0164751 -0.000881199 -0.0017447 -0.00950776 -0.0167069 0.0214157 0.0259627 -0.00153273 -0.00624577 -0.00288664 0.000806497 -0.00097332 0.00521886 0.00510518 -0.00162826 -0.00183235 0 0.00967831 0.00306271 -0.017584 -0.00147015 -0.00172296 0.00161685 0.00437984 0.0121774 -0.000635866 0.011817
internal_weight=757.459 12.2542 6.96358 745.205 736.975 178.357 172.431 33.3113 139.12 100.307 38.8124 96.0524 37.0778 32.856 58.9746 52.962 29.8542 22.4877 31.9538 9.16203 26.8589 15.6447 22.7917 16.8294 12.2189 23.1078 13.5148 8.54124 558.618 541.705 79.759 75.1647 11.4264 63.7383 51.4847 17.6202 33.8645 461.946 16.9131 9.70515 15.1028 11.9475 455.848 47.012 41.5012 36.2504 408.836 38.0961 30.1123 370.74 367.052 27.2227 8.09588 7.74467 9.59304 358.833 352.159 32.6174 26.6453 10.7867 15.8586 7.41959
internal_count=7516 251 168 7265 7160 1679 1629 304 1325 924 401 879 340 296 539 488 303 225 352 137 233 148 215 157 114 185 107 70 5481 5270 778 741 103 638 569 258 311 4492 211 127 230 187 4459 490 346 310 3969 383 266 3586 3529 228 82 67 78 3458 3395 325 270 91 179 66
is_linear=0
shrinkage=0.03


Tree=133
num_leaves=63
num_cat=0
split_feature=27 17 21 9 42 45 26 32 31 58 48 14 26 14 21 47 42 46 3 11 32 14 42 9 42 49 35 3 1 26 32 9 3 31 11 26 9 36 1 11 58 49 32 32 42 11 47 14 11 26 11 21 21 31 11 32 42 26 26 11 42 3
split_gain=0.992848 2.10487 1.64127 2.41404 1.6604 2.43197 1.58482 2.38996 1.99443 1.99307 1.72736 1.51811 1.95147 1.78863 1.73469 1.39455 1.32537 1.94644 1.24479 1.978 2.26803 1.91075 2.80213 1.79883 1.7529 1.55385 1.35431 1.32144 1.28769 1.18168 1.95949 1.16793 2.12875 1.165 2.50865 2.05365 2.24209 2.17262 2.80108 2.56962 3.98269 2.92754 2.01766 1.96684 1.95731 3.34928 2.32318 2.37731 3.09808 2.65852 2.05415 2.86155 5.10159 1.98824 1.90787 1.46252 1.13902 2.63689 1.44029 1.11539 5.25632 2.23618
threshold=1.0000000180025095e-35 1.5000000000000002 0.30797866047458744 0.17500000000000002 3.4809981774225514 1.5000000000000002 11.500000000000002 0.16500000000000004 0.2950000000000001 1.0000000180025095e-35 1.5000000000000002 0.69467984934086646 12.500000000000002 0.73141238253178564 0.37809916640504737 2.5000000000000004 5.1200721840520744 1.5000000000000002 0.43750000000000006 0.75611338215075197 0.15000000000000005 0.6903085177733066 3.518462811225509 0.27500000000000008 3.734352692279471 0.12000000000000002 1.0000000180025095e-35 0.13100686498855837 4.6022328364453351 9.5000000000000018 0.16500000000000004 1.0000000180025095e-35 0.074537037037037054 0.16000000000000003 0.66019772732658288 8.5000000000000018 0.32500000000000007 1.0000000180025095e-35 4.3912231078741621 0.9011067411710354 1.0000000180025095e-35 0.32500000000000007 0.16500000000000004 1.0000000180025095e-35 3.7222509892493991 0.92591708652102567 3.5000000000000004 0.68703358208955234 0.71002865726370568 6.5000000000000009 0.91640860664678481 0.37338111951652564 0.35922697885096067 0.28500000000000009 0.6311477619462813 1.0000000180025095e-35 4.817302015487253 10.500000000000002 9.5000000000000018 0.90888869428251373 3.6446542398839057 0.48750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -6 10 31 9 11 16 14 -13 -14 -9 -3 17 33 19 21 -21 23 -23 27 -24 56 28 -17 -25 30 -20 -8 -33 35 54 59 37 39 -39 41 -41 43 -42 -37 45 50 -46 49 -49 -48 51 52 -36 -50 -35 -51 57 58 -22 61 -61 -1
right_child=1 15 3 -5 5 -7 7 8 -10 -11 -12 12 13 -15 -16 18 -18 -19 29 20 25 22 24 26 -26 -27 -28 -29 -30 -31 -32 32 -34 34 44 36 -38 38 -40 40 42 -43 -44 -45 46 -47 47 48 53 55 -52 -53 -54 -55 -56 -57 -58 -59 -60 60 -62 -63
leaf_value=0.00085826834939992753 0.0019269430342008685 -0.0067852770791422363 -0.0075599821839568123 0.018094318601224763 -0.027708341790187441 -0.0023531279492029589 0.015531257193331796 -0.012206352920373987 -0.030163593077468305 -0.022302597324695042 -0.012737803426861984 0.018072609356388616 0.0091462604674321067 -0.017089486490727352 0.0088856518045770903 -0.019138731446655146 0.011428094074715156 -0.021302939906790799 -0.0028701557627088445 0.018175612664008845 0.0042483514045712307 0.037051788224669875 -0.014773169482273691 -0.012261983988449245 0.010747791286709812 0.015744105761366981 0.016728966049916777 0 0.0064302732464050095 -0.0031719726401610044 0.027542432509220113 0.025266706111313934 -0.0031309490876730872 0.0010102851103614057 -0.0025982749680982919 -0.012009245432358762 -0.025961792463992616 -0.016110449332787449 0.0039911392095203979 0.020282409086645602 -0.023928436593949651 -0.024608126431007529 0.0038742587982541579 0 0.018411251890671349 -0.019849021176775113 -0.01898918580549332 -0.0056920483389326293 0.044543196881001453 0.0068131386275502078 0.013745169570384743 -0.02169999788827064 0.02626772825152893 0.0057687744480696595 0.029729548427445008 -0.0064705676416952117 -0.012460930881468933 0.023104962740158951 -0.022361492623023872 -0.031667729001433026 0.00030774275538797072 0.014054876086913189
leaf_weight=115.06404437962919 5.9194270707666901 11.249011110514401 7.6327283848077041 5.3580102454870939 7.5469857528805715 7.1561876740306616 3.8423788771033278 21.769591419026259 3.8184172529727212 6.8312529101967803 10.087398804724215 4.9805624317377797 3.8805882353335601 4.8526535369455814 3.6887115202844134 7.5958044230937976 8.2945264056324941 3.8264519330114117 3.7351611033081999 19.490684013813734 3.7365929186344164 2.7013643961399785 3.0841040778905144 5.6944492813199776 8.2331216996535641 6.6853741928935042 4.6984831746667615 4.9268055837601423 7.093351086601615 30.100471578538418 3.092060774564743 2.3016520030796519 40.077828600071371 4.3994969613850099 59.470733642578125 14.521951949223874 3.9664416890591374 21.795676024630669 8.0129953399300557 11.083243921399117 3.3483958821743727 5.4325461462140074 6.0722421649843454 68.014106897637248 9.7086252393200976 8.3325012102723104 6.0155114009976378 3.2700174264609796 3.1861928226426244 22.327919967472553 8.4388450309634191 5.7291924208402625 5.8704801350831977 2.556333121843636 4.755811502225697 10.602060422301291 5.2654767055064431 4.0268693789839745 2.8698815889656544 4.9754264988005152 40.446271542459726 12.840926319360731
leaf_count=1117 48 95 55 58 51 90 27 250 51 153 57 51 44 56 51 55 136 87 46 210 40 23 35 52 92 70 58 47 82 225 23 29 392 79 391 187 56 276 74 84 92 55 115 643 115 47 56 43 45 276 63 32 46 28 73 77 46 30 37 35 346 113
internal_value=-0.000676362 0.0013402 -0.00528848 0.00268015 -0.0105738 -0.0159675 -0.00126213 -0.00479154 -0.00933671 -0.00735507 -0.000559926 -0.00449592 0.00320553 -0.0048163 -0.008871 0.00304953 -0.000287647 -0.000510017 0.004007 0.00598498 0.0106429 0.00136997 0.010523 -0.00274857 0.00313624 0.0037762 0.00319836 -0.0114441 -0.00149212 -0.000450753 0.0104418 0 -0.00133631 -0.000319081 0.0017957 -0.00137502 -0.0040508 -0.0033424 -0.0105163 -0.00130003 0.00812621 -0.00357862 -0.00567606 -0.00206579 0.000783125 -0.00198617 0.00509748 0.00221238 0.0159544 -0.000879721 0 -0.00174331 0 0.0290672 0.0168868 0.002342 -0.00101662 0.00422202 -0.00674697 0.000788528 -0.00318676 0.00224984
internal_weight=756.382 167.892 33.6133 12.9907 20.6226 14.7032 588.49 96.0436 49.8218 46.0034 492.446 39.1721 13.7138 8.73324 25.4583 134.279 482.359 474.064 123.03 86.1024 42.0749 44.0275 14.0186 30.0089 11.3172 22.5842 17.4863 12.5226 12.7878 36.9277 6.82722 46.2219 42.3795 470.238 154.664 315.574 142.248 138.281 29.8087 108.472 20.5039 87.9686 9.42064 82.5361 145.508 87.8418 57.6667 47.958 9.01254 38.9455 79.5093 71.0704 65.3412 5.74253 9.15531 32.93 15.8988 10.6333 6.60647 173.327 45.4217 127.905
internal_count=7516 1568 302 113 189 141 5948 1104 656 605 4844 452 151 100 301 1266 4787 4651 1171 877 433 444 150 294 127 223 192 102 134 294 69 448 421 4564 1371 3193 1582 1526 350 1176 291 885 207 830 1219 579 640 525 116 409 532 469 437 73 152 353 153 107 77 1611 381 1230
is_linear=0
shrinkage=0.03


Tree=134
num_leaves=63
num_cat=0
split_feature=27 17 28 31 13 3 3 26 31 26 26 32 25 26 4 32 13 25 31 32 32 50 14 14 3 50 5 50 4 13 17 37 3 13 4 14 14 3 3 3 11 11 26 26 14 47 4 26 26 14 14 26 14 31 9 50 11 50 14 26 26 58
split_gain=0.93679 1.98678 1.53815 2.10445 2.15689 2.61151 4.17889 2.03782 2.01032 5.03188 2.95307 4.90364 6.71 4.12324 3.78939 2.75806 2.37803 4.09153 3.95389 2.12683 2.0944 2.05603 2.05497 2.70453 1.88099 4.05508 2.48673 1.81586 1.78884 1.68053 1.60642 1.50886 2.39165 1.84001 1.57788 2.49625 3.37511 1.78949 1.48667 3.82486 2.31213 1.78309 2.21176 1.40118 1.39372 1.39341 1.38458 1.86028 1.36643 1.35559 2.44517 1.86399 3.15103 1.56069 1.5175 1.36356 2.31828 1.55528 1.33675 1.33154 3.0438 2.29051
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 0.14636377836788436 0.41250000000000003 14.500000000000002 0.16000000000000003 12.500000000000002 6.5000000000000009 0.17500000000000002 1.0000000180025095e-35 11.500000000000002 0.17573529411764707 0.32000000000000012 0.70000000000000007 1.0000000180025095e-35 0.12000000000000002 0.15000000000000005 0.53500000000000014 1.9276964374892214 0.69133291614518166 0.64237451737451756 0.072751322751322761 3.1963557881865921 0.34891304347826091 2.8625437813686543 0.37597209515096069 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.11651583710407241 0.70000000000000007 0.31142241379310348 0.69133291614518166 0.67033365570599623 0.38750000000000007 0.14421005268680295 0.17752100840336138 0.73898114900723588 0.72354706266665803 10.500000000000002 13.500000000000002 0.7103767942583733 -1.0000000180025095e-35 0.32697368421052636 9.5000000000000018 7.5000000000000009 0.73606811145510853 0.68642083699151313 11.500000000000002 0.72137002341920387 0.32500000000000007 1.0000000180025095e-35 3.3973861251426389 0.90653824572156128 2.8625437813686543 0.64237451737451756 8.5000000000000018 11.500000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 43 7 4 5 -4 -7 8 9 10 31 12 13 -12 19 16 18 27 21 -14 -17 -13 23 28 25 -10 49 -18 -16 -23 -5 33 -33 -1 35 36 37 -34 40 -40 41 42 -32 -2 -15 -35 47 -41 -8 50 53 52 -52 54 -26 57 -57 -56 -22 61 -61 -21
right_child=1 -3 3 30 -6 6 48 -9 24 -11 11 15 14 44 22 20 17 -19 -20 59 58 29 -24 -25 26 -27 -28 -29 -30 -31 38 32 34 45 -36 -37 -38 -39 39 46 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53 -54 -55 55 56 -58 -59 -60 60 -62 -63
leaf_value=0.0021434483439410706 -0.0025327668110459479 0.0029645081166978504 -0.007857795091464977 0.0086099263699213092 0.030373935362838101 0.027181712895313331 -0.0088993959916426509 -0.02710622610897968 0.032998688985510803 -0.029855897385816746 -0.032483612133751671 -0.014832533065644915 0.0059096604393696706 -0.015412608710519507 0.028206674904896641 -0.029300516255598222 -0.001449211159172822 0.024804887452878434 0.03251952614514176 0.011834817163172705 0.018483071532603701 0.0069922164575621027 0.020990569295060227 -0.013542009435459204 0.014297234515610669 -0.0056082878388597152 -0.024564977887807978 -0.02072342175358987 -0.00057045388492675119 -0.007900800127003468 -0.012641716599367145 -0.01970723630986412 -0.021363769626511205 0.0040758744960170852 0.0087315222160634278 -0.014709295832852236 0.017668342159326438 0.00066907404563457996 0.014373345412313686 -0.0068997139350111302 -0.016409795586363768 0.018005891027367042 0.0092931188684710359 -0.021201394507634346 0.0066905178243762088 0.030529967100467709 -0.012425603441887199 0.0045297429709806212 0.0099495475040386628 -0.0081518988747500687 0.034289606136874935 0 0 -0.013160603430213691 -0.0020294527146974312 0 -0.026304670950712532 0.0071747879585086155 -0.012299055359939614 -0.025930868354986859 0 -0.012304441261356006
leaf_weight=45.264348650351167 29.400879070162773 134.14668571949005 9.2417089119553584 14.91231226082891 3.3438557330518952 8.3479425460100192 6.8571088239550573 2.7687267148867241 4.7018925063312036 6.1733458098024121 15.949457332491875 5.1927110459655514 6.0939317941665641 6.434211116284132 3.2859381102025527 4.6409883331507427 9.0865612737834507 2.9032194055616847 4.141682341694831 4.3557753935456285 1.7282495889812706 41.322901405394077 5.6809666007757178 6.7217739094048738 7.1363997459411612 4.3553667040541768 3.3876865580677977 9.9625236317515355 3.5017947405576706 7.6336384788155547 11.254752337932592 6.1210436373949042 4.5852096192538765 4.4060002975165844 13.045341497287152 11.563443817198275 8.0379009284079057 9.2146564014255983 14.373930117115377 23.004059266299009 13.749379977583883 3.5953407548367968 6.0112114939838639 4.1680106893181792 3.5917005855590105 3.8959589749574643 10.6964771784842 28.179223141632974 6.5769039317965508 13.191682772710918 5.8530809460207802 5.4287439323961726 3.6293973438441753 7.1385086867958298 37.771625756286085 9.3862009812146407 4.268960539251565 28.254696113057435 3.4077812228351831 13.146287735551597 5.3029704671353093 13.57722606882453
leaf_count=368 274 1266 78 135 84 78 43 87 53 148 235 65 41 71 38 118 97 53 32 36 38 409 75 75 56 39 18 104 42 72 97 48 31 42 132 85 72 71 155 149 118 33 59 28 36 69 100 200 48 122 86 57 35 66 370 91 25 263 52 204 63 181
internal_value=-0.000656758 0.00130239 -0.00122661 0.00125613 0.00782297 0.00502119 0.0107802 -0.00217141 -0.00198195 -0.00339216 -0.00277476 -0.00514422 -0.0101882 -0.0229787 -0.00464666 -0.000155334 0.00162303 -0.00663974 0.00484942 -0.00968686 -0.0150923 0.00251075 0.00618474 0 0.00101421 0.0140655 3.26145e-06 -0.0119518 0.0129105 0.00452524 -0.000500158 0.00113738 -0.00239411 0.00471064 0 -0.00349431 0.00225155 -0.00642371 -0.00179287 0.000477806 -0.00694195 -0.000320384 -0.00464253 -0.00514024 -0.00693161 0.0176222 -0.00268922 -0.000497259 0 0.000773285 0.00192274 0.013126 0.0210275 5.69079e-05 0.00124041 0 -0.00852012 0.0018285 -0.000512052 -0.0124813 -0.0182843 -0.00604447
internal_weight=755.102 167.716 587.387 160.144 34.3675 31.0237 21.782 427.243 424.474 289.97 283.796 177.662 87.642 25.9754 61.6667 90.0203 80.2432 21.9523 58.2909 42.4762 9.77702 54.1493 19.1905 13.5095 134.504 9.05726 125.447 19.0491 6.78773 48.9565 125.777 106.134 52.5676 53.5663 46.4466 33.4012 21.8378 13.7999 110.864 76.2537 34.6107 20.8613 17.266 33.5689 10.0259 8.30196 61.8798 51.1833 13.434 122.059 108.868 14.9112 9.48248 93.9564 86.8179 79.6815 13.6552 66.0263 5.13603 36.3823 18.4493 17.933
internal_count=7516 1568 5948 1377 331 247 169 4571 4484 3203 3055 2137 1097 342 755 1040 832 254 578 525 208 546 230 155 1281 92 1189 201 80 481 1046 918 439 479 391 259 174 102 911 604 307 189 156 302 107 111 449 349 91 1171 1049 178 121 871 805 749 116 633 90 484 267 217
is_linear=0
shrinkage=0.03


Tree=135
num_leaves=63
num_cat=0
split_feature=32 31 13 34 47 32 31 26 13 32 53 3 4 56 1 43 34 32 42 29 1 3 47 4 31 31 4 13 42 1 1 25 14 25 32 50 50 14 14 14 47 3 14 1 50 26 50 3 42 1 43 50 14 1 14 1 1 1 14 43 1 48
split_gain=0.879932 3.51251 2.1413 2.64987 2.20959 2.10451 2.14924 1.84785 3.3683 2.29774 1.89709 1.61317 2.51742 2.52094 3.88732 1.79302 2.20199 2.53942 2.18827 1.83816 1.79221 1.64939 1.69381 1.64705 1.47781 1.91445 1.88574 1.44157 1.39446 5.03933 2.68351 2.86321 2.50932 2.56119 1.5555 3.01898 2.0388 1.58724 1.46539 1.46232 1.32707 1.26814 1.56036 2.24275 1.54238 1.53875 1.25753 1.72235 2.13548 2.87064 1.67198 1.39349 1.42355 1.252 1.16961 1.13153 1.37063 2.98815 2.75156 1.54824 2.38031 2.58065
threshold=0.15000000000000005 0.2950000000000001 0.90000000000000013 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.16000000000000003 8.5000000000000018 0.90000000000000013 0.16500000000000004 1.0000000180025095e-35 0.15689852583369115 0.25866188769414583 1.0000000180025095e-35 4.8218426205347829 -0.52499999999999991 1.0000000180025095e-35 0.53500000000000014 3.735056698925844 2.5000000000000004 3.7845066141412258 0.079473684210526321 15.000000000000002 0.43132201334141912 0.16000000000000003 1.0000000180025095e-35 0.39990933816863111 0.90000000000000013 3.885512953955101 4.6812338456874985 4.1062031259014455 1.0000000180025095e-35 0.68642083699151313 1.0000000180025095e-35 1.0000000180025095e-35 2.9242685963818378 2.533010400260828 0.63363095238095246 0.71973859473859492 0.67033365570599623 2.5000000000000004 0.31936274509803925 0.65235814296241723 3.7442656022803047 3.3536489182451987 12.500000000000002 3.0678793895128593 0.46250000000000008 3.5462391892834719 3.5978104020218815 -1.0000000180025095e-35 3.3973861251426389 0.63667496886674979 4.308349957457783 0.70426321369074674 3.5339835643916451 3.5565212271721318 3.578938214467795 0.64237451737451756 0.17500000000000002 3.6146226266212111 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 28 24 -5 6 -6 8 46 -9 11 12 -11 21 -15 -13 17 18 -17 41 -20 23 40 27 25 26 -4 -14 34 30 -30 39 33 -31 38 36 -36 -37 54 -32 -23 42 -18 -44 45 -43 -2 48 51 -50 -51 52 -48 -42 55 -1 58 -58 -57 60 -59 -62
right_child=1 -3 3 4 5 -7 -8 9 -10 10 -12 15 13 14 -16 16 19 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 32 31 -33 -34 -35 35 37 -38 -39 -40 -41 53 44 43 -45 -46 -47 47 -49 49 50 -52 -53 -54 -55 -56 56 57 59 -60 -61 61 -63
leaf_value=0.0046385336305951848 -0.0020550852145010557 -0.030014746173945676 0.00079958055900738046 -0.014544980533467063 0.0022710487137384792 -0.0041422598642580008 0.029155235658731005 -0.027387910476478112 0.028829340526536181 0.015052247650738313 -0.017159842385478907 0.0138085039389197 -0.029510961636722434 0.037916967681685246 -0.0034465012766590119 -0.017173554975831101 -0.0173769583435892 0.0084046714013662916 0.017030922551446545 0.012903440732411627 -0.010637791306770367 0.0124291731890673 0.019812301912468033 0.0021229387226829361 0.02897480309053484 -0.0081856864436865712 0.031349615750297342 -0.0052551722036242613 -0.033448874955089539 -0.0023687840241893889 -0.0095393024712302071 -0.023260754781282922 0.017394446172476416 0.022436187988898581 0.0047177632498955043 -0.010209649153567531 0.034455213780675592 0.012802392376777549 -0.0063218699115078674 0.0033427635858402824 -0.014569560214325948 -8.8097481954917429e-05 -0.020507696641126883 0.0014852018111734177 0.011415719926035893 -0.014560409322072684 0.029628594715442051 0.013389367435467711 -0.029629545461988142 0.011458586653417681 -0.013189067624770521 -0.0038102911115337045 0.0016269121880857706 -0.00084819367716490815 0.012084896486464138 0.0032140133734462127 0.01986820548109949 -0.015145075843279173 -0.028624970531867227 0.0032286861568596712 0.0024956273754003361 -0.0088520394517138477
leaf_weight=44.223972018808126 53.30178602039814 3.7332492973655453 4.0343028642237204 6.312290063127878 7.0567225534468889 10.34758729301393 4.777698022313416 3.2166876774281254 3.877040358260273 10.248825080692766 7.506752246990799 4.6444248333573332 4.9470936357974988 3.5198055431246749 3.9556592889130116 28.046718310564756 10.532015912234781 5.1764938812702885 3.2696908917278034 6.5855308882892123 5.1604185756295919 5.333158688619732 3.439680438488721 4.9237933792173854 5.4101060982793561 3.5678326226770878 3.916643301025033 5.3188287131488323 4.3397747240960589 44.26418396923691 17.223511882126335 8.8898926116526109 8.3144830539822561 3.8859265949577084 4.5879010297358054 7.2570852637290937 4.8032915219664574 3.932275615632534 28.829916324466467 13.516084445640443 7.0132651906460515 43.930718438699841 5.0441237930208471 18.544192038476467 8.1810825467109662 7.7728407047688952 3.85517066717148 13.86544108763337 3.6877515316009513 5.5560099519789192 4.1114979740232238 3.7184093780815601 3.5952484682202339 42.820593051612377 7.8836488723754874 4.530334956943987 6.2659584879875174 12.99525900557637 4.3816863112151623 49.603951882570982 52.923114374279976 26.838834825903177
leaf_count=342 506 51 51 49 85 98 198 113 151 85 132 37 30 36 37 430 88 101 53 52 66 50 30 40 304 42 75 45 47 530 136 132 85 43 42 63 43 29 179 124 66 430 42 150 56 93 35 132 26 58 35 29 26 359 56 32 52 84 30 351 373 171
internal_value=-0.000640235 -0.00174761 0.000298259 0.00642973 0.000599225 0.00526832 0.0139272 -0.00140684 0.00210098 -0.00277713 -0.00240884 -0.00190523 0.00116962 -0.000540066 0.0157282 -0.00386084 -0.00449846 -0.0103179 -0.0131698 -0.00201347 0 -0.00230716 0 -0.0110477 0.0157716 0.00866972 0.0169846 -0.0178578 -0.000462941 -0.00346996 -0.0110857 -0.00833042 0.00237276 -0.000158292 0.000681484 0.0085535 0.0209544 -0.00151292 0 -0.00369619 -0.00131507 -0.00314734 -0.00775621 -0.00309841 -0.000404422 -0.00242711 0.000845223 0.00501741 0 -0.00782731 0.000313261 0.00979813 0.0172962 -0.00294968 0.000869476 0.000390005 -0.000768963 -3.59357e-05 -0.0120662 -0.000980738 -0.00329847 -0.00126027
internal_weight=753.348 348.434 404.914 45.4232 28.4943 22.182 11.8344 344.701 95.5684 249.132 245.916 238.409 91.5207 81.2719 7.47546 146.888 142.244 41.6533 36.4768 100.591 8.43011 73.7964 58.6067 15.1897 16.9289 11.5188 7.95095 10.2659 359.491 100.434 43.9693 39.6295 56.4646 48.1501 259.057 20.5806 9.39119 11.1894 238.477 30.7396 55.167 94.005 34.1203 23.5883 59.8846 51.7036 91.6913 38.3895 24.5241 13.3553 9.66751 11.1688 7.45042 49.8339 209.647 201.763 157.539 148.627 8.91202 142.361 92.7572 79.7619
internal_count=7516 3670 3846 902 430 381 283 3619 998 2621 2508 2376 778 693 73 1598 1561 650 549 911 119 620 505 115 472 168 126 75 2944 1097 439 392 658 573 1847 177 85 92 1670 260 475 859 280 192 579 523 847 341 209 119 93 90 61 425 1491 1435 1093 1031 62 979 628 544
is_linear=0
shrinkage=0.03


Tree=136
num_leaves=63
num_cat=0
split_feature=0 49 43 45 43 53 28 31 13 0 21 14 17 11 31 26 31 26 11 58 26 43 14 5 11 17 11 21 14 37 17 12 21 11 14 5 31 14 11 26 43 26 26 11 13 11 31 43 11 14 14 14 17 49 21 31 11 31 49 26 14 14
split_gain=1.21764 5.45866 2.50964 1.03686 0.916461 1.21957 1.42684 2.14888 1.88004 1.6637 3.41944 1.7814 1.51641 1.33514 1.31481 2.94228 2.60976 3.87579 2.55327 2.2926 2.21751 1.92125 2.42554 1.54839 1.5342 1.79615 3.41326 1.44322 1.31276 1.64653 1.53578 1.47446 1.28085 2.54637 2.18645 1.17762 1.14372 1.30983 1.14203 1.12928 1.08746 1.20713 1.37133 1.84156 1.21293 1.90973 1.14254 1.06576 2.18067 1.87589 1.06325 1.79119 1.65522 1.56292 3.68622 0.999129 1.38901 1.93102 0.980179 0.968764 0.957437 0.915296
threshold=51.500000000000007 0.19000000000000003 0.25000000000000006 0.97500000000000009 0.074999999999999997 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 0.3181400228784238 0.63859338061465731 1.0000000180025095e-35 0.68059878154418929 0.12000000000000002 12.500000000000002 1.0000000180025095e-35 10.500000000000002 0.78991006739326874 1.0000000180025095e-35 9.5000000000000018 -0.27499999999999997 0.68120471014492767 0.024404761904761908 0.93936166279661715 1.0000000180025095e-35 0.91413030679303287 0.468663072628004 0.69416099773242645 1.0000000180025095e-35 1.0000000180025095e-35 0.12500000000000003 0.41473063210868721 0.92531488253918226 0.60676291793313075 0.024404761904761908 0.31000000000000011 0.6608656174334141 0.69243301287598646 9.5000000000000018 -0.37499999999999994 5.5000000000000009 13.500000000000002 0.70194729965171965 0.90000000000000013 0.88606640057007624 0.16000000000000003 0.17500000000000002 0.88420077387660712 0.6761982570806101 0.61152570480928703 0.6039701257861636 1.0000000180025095e-35 0.32500000000000007 0.36076389205613724 0.16000000000000003 0.76365788906765653 0.28500000000000009 0.12000000000000002 10.500000000000002 0.71806526806526816 0.67175839552238814
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 14 8 9 -8 -11 -12 35 59 15 16 19 -18 23 27 32 22 -22 -19 25 26 -16 28 30 38 -1 -32 33 60 -34 -9 47 -38 -30 55 -27 -42 44 -44 45 -43 -46 48 49 -6 51 58 -52 -54 -55 -14 57 -57 -49 -7 -21 -45
right_child=1 2 -4 -5 36 13 7 12 -10 10 11 -13 39 -15 24 -17 17 18 -20 20 21 -23 -24 -25 -26 40 -28 -29 29 -31 31 -33 34 -35 -36 -37 37 -39 -40 -41 41 42 43 61 46 -47 -48 50 -50 -51 52 -53 53 54 -56 56 -58 -59 -60 -61 -62 -63
leaf_value=0.013456371834414867 -0.033056180809719414 0 -0.020305820567539188 0.030124886911111565 0.0052088759850788041 0.011937194542392414 -0.0079503699842968633 0.017434308844413313 0.027176819606829054 0.029525927188080347 0.010738963024353934 -0.012055101777946203 -0.016729683121629781 -0.016311800684221923 -0.0098032746365311913 -0.02829374909376027 -0.031258623892194158 -0.023675256315196878 0.010549284680017871 -0.0035821654532733173 0.01102359436037095 -0.019292848655045949 -0.02011911559312958 0 -0.010469368969010304 0.012461537272022533 0.019850566307127442 0.018189980317797883 -0.0095389256109159569 -0.013423096437711635 -0.013892889287580385 0.0017562745862502 0.0069839179929256489 0.027496975667803743 -0.023253890671118327 -0.00019149154573145022 0.021393768038238347 0 0.0037977145480449065 0.00082852937015015743 0.013902289495183004 0.0050877174083000503 0.025470088781596928 0.0081105614838935247 -0.012986392116172207 -0.0038576126183115103 0 0.010089964792173139 -0.0053639638031332867 0.03707038565482227 -0.019612890942639603 0.023667014844489888 0.00093227509850908412 -0.021425925692904302 0.01117571001967037 0.023574992404445154 -0.0091588466076879625 -0.0063314271559831914 -0.01112549386094306 -0.0095694424109117552 0.011442827437406451 -0.0063515588180176608
leaf_weight=9.347913980484007 5.1214237501844746 2.1914055291563272 1.8250138368457554 2.759342597797513 4.7227886328473669 3.418494604527953 5.5860277563333574 6.976604404859243 4.4581407587975255 5.4424737617373493 7.1098742485046369 5.0753753334283829 6.8181128874421146 9.4981462713330966 25.66561292856932 3.9389574937522402 6.6430911198258427 5.5712900310754794 6.2806630060076705 32.731855800375342 5.2517294492572564 16.011322544887662 3.5838562324643135 5.15594482421875 10.997666196897624 8.9660644363611919 3.743663551285862 3.910844210535287 8.1000644974410552 12.427010871469973 5.5513330213725558 84.011306617408991 2.900704335421322 2.6877208538353434 5.6123892031610012 5.2523827897384763 5.1618113825097662 4.5611399691551924 18.705478805117309 47.478535674512386 6.7312777042388907 50.297240538522601 4.1918496899306801 11.073175183497371 11.638131933286788 36.612187568098307 12.163692574016748 3.7908890098333341 5.0033436045050621 3.0223103957250714 3.8145688995718947 4.2895640572533011 128.73315941635519 8.5911296904087049 4.4163684677332631 3.3056933321058777 12.250943541526793 3.7427014773711562 3.644498884677887 3.6904425490647554 3.9986175000667563 5.462189231067895
leaf_count=89 83 49 40 79 48 33 45 64 96 46 53 29 45 127 224 128 94 45 41 362 85 419 96 41 73 88 29 50 100 89 37 727 33 31 62 42 51 48 152 368 55 415 44 96 116 252 241 36 32 42 26 46 1211 91 42 39 83 42 36 51 37 42
internal_value=-0.00062145 -0.0100865 0.00686493 0.0184454 -0.000458448 -0.00106267 -0.00080409 0.00216287 0.00940363 0.00553109 0.010181 0.000719023 -0.000118398 -0.00905743 -0.00160186 -0.00306209 -0.00259685 -0.0120493 -0.00392157 -0.00151808 -0.00584857 -0.0131271 -0.00111008 -0.0129812 0.00025495 0.000968047 -0.00571725 0.000663478 9.83508e-05 -0.00448537 0.00198239 0.000690661 -0.00191196 0.000239291 -0.0123384 0.00949997 0.00138994 0.0113363 -5.09557e-05 -0.00181934 0.00235096 0.00163445 0.000940435 0.00799575 -0.000338392 0.00125025 -0.00635118 0.000773263 0.00905004 0.0190173 5.36419e-05 0.00870029 -0.000612692 -3.21664e-05 -0.00990096 -0.00683057 -0.00288997 0.00713037 0 0 -0.00173091 0.0029559
internal_weight=751.718 11.8972 6.77576 4.95075 739.82 560.069 543.462 113.497 27.6719 23.2138 17.6277 12.1852 85.825 16.6071 429.965 242.422 238.483 23.651 17.0079 214.832 72.7782 24.8469 8.83559 10.7272 187.543 176.545 29.4093 142.054 138.143 39.2326 98.9106 89.5626 47.9313 39.4182 8.51309 12.229 179.752 9.72295 26.8055 73.596 147.136 138.17 131.438 20.7272 110.711 86.9094 23.8018 170.029 12.7484 7.7451 157.28 11.725 145.555 141.741 13.0075 26.1175 19.2993 7.04839 7.43539 7.10894 36.7305 16.5354
internal_count=7516 251 168 128 7265 5556 5345 952 269 173 128 82 683 211 4393 2718 2590 221 127 2369 1125 600 181 86 1675 1602 253 1244 1194 341 853 764 525 430 95 106 1709 99 252 577 1349 1261 1206 182 1024 667 357 1610 122 90 1488 118 1370 1344 133 209 164 81 72 84 399 138
is_linear=0
shrinkage=0.03


Tree=137
num_leaves=63
num_cat=0
split_feature=0 15 42 1 4 43 1 3 3 43 14 3 9 3 48 26 5 53 28 1 1 27 21 26 3 12 1 1 1 42 42 26 1 43 26 14 31 31 48 4 0 14 5 5 1 9 31 42 31 42 43 3 4 4 26 5 14 1 43 42 21 1
split_gain=1.16674 4.25823 7.84722 1.00177 1.11702 0.936913 1.39149 3.11209 1.63852 4.85984 1.40174 1.71239 1.38516 3.05845 2.21495 2.17964 2.14662 1.93136 1.94343 2.16294 1.87932 1.63332 2.07658 2.06917 1.46068 1.45373 2.10348 1.42255 1.37242 2.04219 2.02586 1.53776 2.45425 2.46317 1.99095 2.61714 1.79643 1.37656 2.72403 1.60502 1.40081 1.99625 1.62174 1.29354 3.84446 2.0652 2.00425 1.58248 1.6813 1.66955 1.5228 1.25678 1.2253 1.89271 1.94505 1.2709 1.1754 1.62548 5.01836 3.43809 1.40954 1.31502
threshold=51.500000000000007 1.0000000180025095e-35 5.0009086044551614 5.1200721840520744 0.45049019607843144 0.074999999999999997 3.4432538023143779 0.34687500000000004 0.12060606060606062 0.25000000000000006 0.66767068273092378 0.089572192513368995 0.12500000000000003 0.51250000000000007 1.0000000180025095e-35 5.5000000000000009 0.22361111111111112 1.0000000180025095e-35 1.0000000180025095e-35 3.5401456763707917 3.5845066141412256 1.0000000180025095e-35 0.32809916640504755 11.500000000000002 0.074537037037037054 0.12500000000000003 3.6339835643916452 4.4088829776660585 4.420773815517415 4.4569558664948525 4.1231023388601686 8.5000000000000018 3.7789382144677948 0.32500000000000001 7.5000000000000009 0.62233560090702966 0.31000000000000011 0.23000000000000004 1.0000000180025095e-35 0.44949869224062777 49.500000000000007 0.64346246973365628 0.026671408250355622 0.30368906455862982 4.7037836835244127 1.0000000180025095e-35 0.35000000000000003 3.885512953955101 0.31000000000000011 3.6195884966423413 -0.52499999999999991 0.56250000000000011 0.20256410256410259 0.2556561085972851 7.5000000000000009 0.024404761904761908 0.64237451737451756 3.6339835643916452 0.25000000000000006 3.6930544678997941 0.40142787597286578 3.6220508338618549
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 12 7 -7 9 -8 11 -11 24 14 15 -14 17 18 21 -20 -21 23 -23 -17 -1 -16 -27 -19 30 -30 31 32 33 34 35 -10 56 40 39 -39 41 -31 -43 44 46 -45 47 48 50 -50 -26 -52 -28 -54 55 -55 60 58 -58 -59 61 -33
right_child=1 2 -4 4 -6 6 8 -9 28 10 -12 -13 13 -15 25 16 -18 27 19 20 -22 22 -24 -25 43 26 52 -29 29 37 -32 36 -34 -35 -36 -37 -38 38 -40 -41 -42 42 -44 45 -46 -47 -48 -49 49 -51 51 -53 53 54 -56 -57 57 59 -60 -61 -62 -63
leaf_value=0.009812002639884845 -0.035782593292410181 -0.025359418731556393 0.032549674881222387 0.017232998577822536 -0.0050181599516837296 0.0088516711191645621 0.018791337057096371 -0.026099682421268797 -0.0077664721395021997 -0.012610127811441217 -0.017972436875587701 0.0068906550025998698 0.012294863869812361 0.018233637979321708 -0.022528543067744541 -0.001058242614189818 0.015715696066331011 0 0.01909053656543816 -0.016685311329842269 0.0040784570297712772 -0.00043074815768652779 0.012164023100753842 -0.0097829471925835847 0.013583891987190884 0.01154215625992914 -0.018703981162218889 -0.018922966008848751 0.023089050438857481 -0.020331710328795501 -0.018384944519885614 -0.013182698368668398 0.026760574882931765 -0.0048075458929280864 0.025951644112456398 0.022010470679915392 0.014775194755137153 0.035751633659081065 -0.012054600776372699 0.0035137711133140267 0.012952941692202579 0.011284806110202805 -0.010557142851998901 0.0013099977741495036 0.025974751345202086 -0.02010576398658331 -0.021635275566956765 -0.01950037475892042 -0.0025300408985121825 0.020705033409921601 -0.0050016421946298397 0.0027833499183772849 0.013407344297366031 -0.0090298772180881053 -0.013677463298284995 0.008042665066283353 -0.016885830520452009 -0.016510363660561099 0.021070140093493964 0.0057751461912950355 -0.024811066207473875 0.0085860012362792108
leaf_weight=7.0193342696875325 3.6915632542222712 4.1645179633051157 3.8422620799392462 5.6879499815404397 2.4489285629242659 3.7498893123120052 6.4188530994579187 4.806454736739397 6.5000453181564861 8.4582766126841324 11.057739380747078 7.0543223749846211 13.296172643080352 7.825071293860673 4.3975921384990206 105.43770541064441 7.3651065155863753 5.5085621662437907 8.0933228656649572 3.9761273320764294 50.413561377674341 45.023286450654268 15.371730241924523 32.527515401132405 4.3354667760431758 6.0873309317976227 6.670357732102274 8.4029246214777213 6.8455573469400397 4.5654297852888801 4.1630327720195046 5.1702453680336458 4.9185578757897011 14.533560605719684 5.7523736953735343 4.0775629440322518 5.8655856773257247 4.0675454996526224 2.1980637479573488 2.7984402598813176 5.9384763967245808 7.4190624039620143 4.7484065536409616 5.8154458329081509 3.7963218055665484 10.116117864847183 5.3090163059532633 4.975772274658083 4.8009450342506153 5.2472434230148792 122.87887285836041 20.814988223835826 4.3318955246359101 6.560727445408701 17.795631083659828 9.0089043937623483 4.3454841692000619 11.264250848442318 9.2912369742989522 12.974472866393624 3.9576878622174254 4.2166233193129301
leaf_count=55 41 110 100 76 29 37 71 39 47 70 84 78 136 78 31 1210 49 64 66 25 504 452 153 397 32 63 54 119 49 43 45 41 64 118 61 41 50 75 28 34 58 66 48 36 29 54 32 54 34 41 1180 206 33 51 166 77 43 100 95 136 24 34
internal_value=-0.000603805 -0.0099474 0.00181468 -0.00044502 0.00985672 -0.000570671 0.00131107 -0.0102444 0.00194448 -0.00395149 -0.00976917 -0.0033855 -0.00118437 -5.87842e-05 -0.000494733 0.000515807 -2.63984e-05 -0.000481329 8.06089e-05 0.00470732 0.00239505 -0.00134985 0.00270542 -0.00316984 -0.00321733 -0.00602824 -0.00438837 -0.0112948 0.00342664 0.00823176 0.00144133 0.00243216 0.00730176 0.00385523 0.0118929 0.00335097 -0.000530267 0.00471453 0.0144861 0.0239326 0.000452994 -0.00372947 0.00224287 -0.00374534 -0.00293387 -0.0119972 -0.00365136 -0.00300326 -0.00242209 0.00918531 -0.0032618 -0.00382994 -0.00675069 -0.00438973 -0.00694525 0.00044488 -0.00245035 0.000105921 0.0084722 -0.00438625 -0.0100431 -0.00280313
internal_weight=750.196 11.6983 8.00678 738.497 8.13688 730.36 177.157 8.55634 168.601 32.9892 26.5703 15.5126 553.203 358.094 350.268 295.416 282.12 274.755 260.843 62.483 54.3897 198.36 60.395 137.965 195.11 54.8524 50.4548 13.9115 135.612 38.581 97.0307 92.8677 35.7821 30.8635 16.33 10.5776 57.0856 31.7354 9.06405 6.86599 22.6714 16.7329 12.1675 188.09 172.159 15.9316 168.362 163.053 158.078 10.0482 148.029 143.694 44.3675 37.6972 33.3653 15.5696 51.22 37.8754 13.6367 24.2387 13.3446 9.38687
internal_count=7516 251 210 7265 105 7160 1679 76 1603 303 232 148 5481 3728 3650 3175 3039 2990 2807 595 529 2212 605 1607 1753 475 444 183 1300 401 899 854 331 267 149 88 523 352 137 109 215 157 114 1698 1608 90 1579 1547 1493 75 1418 1386 381 327 294 128 473 374 138 236 99 75
is_linear=0
shrinkage=0.03


Tree=138
num_leaves=63
num_cat=0
split_feature=32 13 25 32 28 26 26 13 32 53 50 37 3 56 42 3 46 34 32 42 29 3 14 42 50 14 29 42 42 42 14 32 50 50 26 25 14 14 25 14 13 50 3 42 26 34 50 12 50 42 42 26 12 3 50 42 14 3 42 50 3 32
split_gain=0.784671 2.05499 2.57469 2.79649 2.56746 2.3481 2.00044 3.25056 2.12304 1.90891 1.60068 1.42877 1.40231 1.68315 2.28541 1.91328 1.46533 1.4127 1.95865 2.0022 1.72032 2.05703 1.63257 2.05151 1.47212 1.43712 1.40586 1.30509 3.62712 2.55577 2.28539 1.4604 2.82458 1.88435 1.53568 1.39612 2.36919 1.80778 1.35784 1.35748 1.2867 1.99763 1.27842 2.09992 1.23614 1.23108 1.17614 1.98143 1.91626 1.89164 1.88053 1.75722 1.22795 2.41333 1.81974 2.81971 1.12792 1.09093 1.08969 1.06722 1.35718 1.37464
threshold=0.15000000000000005 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 8.5000000000000018 0.90000000000000013 0.16500000000000004 1.0000000180025095e-35 3.315707808323157 1.0000000180025095e-35 0.15689852583369115 1.0000000180025095e-35 4.817302015487253 0.079473684210526321 1.5000000000000002 1.0000000180025095e-35 0.53500000000000014 3.735056698925844 2.5000000000000004 0.31936274509803925 0.65235814296241723 3.7442656022803047 3.3536489182451987 0.6831300813008131 1.0000000180025095e-35 3.885512953955101 4.8244373509905714 3.9946825456761439 0.68011627906976757 1.0000000180025095e-35 2.9242685963818378 2.533010400260828 9.5000000000000018 1.0000000180025095e-35 0.62981481481481494 0.67664992826398873 1.0000000180025095e-35 0.71973859473859492 1.0000000180025095e-35 2.8153069638604364 0.097406704617330822 4.3298514159003032 7.5000000000000009 1.0000000180025095e-35 3.0678793895128593 0.37500000000000006 3.315707808323157 3.5462391892834719 3.4937425525307249 6.5000000000000009 0.32500000000000012 0.34687500000000004 2.7815080780430619 3.5368030955064285 0.70426321369074674 0.15606708256315469 3.7845066141412258 2.8625437813686543 0.15285854176192984 0.25000000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 4 5 11 7 46 -8 12 -5 44 13 15 -15 -10 17 18 19 -14 21 22 -19 -24 -23 -25 -17 31 29 -29 38 39 33 -33 -34 37 -37 -31 -30 56 41 -28 -39 -44 45 -3 52 49 -49 50 -48 -50 53 -2 55 -55 -1 -42 -21 60 -54 -62
right_child=6 2 -4 10 -6 -7 8 -9 9 -11 -12 -13 16 14 -16 26 -18 20 -20 58 -22 24 23 25 -26 -27 40 28 30 35 -32 32 34 -35 -36 36 -38 42 -40 -41 57 -43 43 -45 -46 -47 47 48 51 -51 -52 -53 59 54 -56 -57 -58 -59 -60 -61 61 -63
leaf_value=0.00036762120096185425 0.025922739997710428 0.03131624375424822 0.031280054203285897 -0.015796800822762313 0.02985359970422315 0.027927058383663994 -0.027210567700308278 0.028681676336325592 -0.0092698148851241245 -0.017349646086839414 0.0065339759460347939 -0.0067594254079479917 -0.014653678037495137 0.026408258130237481 -0.0027005346656322187 0.018530475870098668 -0.022232620053080399 -0.017982913012814239 0.0085276286249475371 0.014369598481227795 0.013048563162892577 -0.00091746557092279636 -0.017852985448143514 0.017020263475952986 0.0131905303537858 -0.0028520877970149069 -0.00032494569540737929 -0.031548665898706557 -0.00057488919747109382 -0.008035901996845056 0.025104165513134262 0.0045410056839536687 -0.015132804273648751 0.033132068917555213 0.0069819116217848566 0.0074100926334390669 -0.024367647461679073 -0.0094828003419509567 0.020468250213982461 -0.0060902738885640195 -0.0040403663062260125 0.021411647754753214 0.026855993134151497 0 -0.0014282894439341749 0.0029533607167167996 -0.0032837733140237664 -0.0047985088025822948 0.035075687996767323 -0.014219288510129307 0.02279108491648156 0.0098693074320461201 -0.012514525081512793 -0.030672708583071005 0.011068121215543208 0.002343040573718163 0.011867881374636456 0.0077896976754450306 -0.0063260686345559614 -0.019662393648889255 0.006054920280890894 -0.010638660990481195
leaf_weight=201.37883331626654 3.4569909125566509 2.8679362116381597 3.3177930805832139 7.8891974836587888 4.4468147885054341 3.2809998802840701 3.0874629467725745 3.7606091368943444 18.024587448686361 7.6764702182263127 3.898410951718688 10.245292825624347 27.507240617647767 4.8875627629458887 3.9378948286175728 3.995386227965354 3.7956842966377726 10.871750194579361 5.0301436707377425 3.4302620459347946 6.522224895656108 52.409966928884387 6.5534158367663649 3.9507296085357693 7.3581002727150908 14.444983277469872 8.6879608910530788 3.7714679613709441 30.97836219612509 31.429179679602385 3.8922679722309104 4.5937417112290877 4.4761391319334489 4.8495853506028652 6.6873555779457092 2.4151334315538389 7.7843683958053589 4.1200982928276089 2.7900033053010693 28.761096719652414 39.172945950180292 5.9130124151706687 3.8480307776480904 8.5329250339418632 5.2471967469900846 3.5556924026459455 6.5336490124464053 4.6839293912053135 3.4552278723567733 7.1705719642341128 3.5226520076394081 12.965270772576332 9.4624300543218869 3.3879139274358732 6.1625609882175914 5.7434777040034533 7.8612913861870757 8.1017074920237047 5.7644824143499136 4.1312946230173102 14.739993974566461 6.0306601654738179
leaf_count=1435 32 61 59 77 180 154 113 151 137 142 36 130 414 47 38 34 73 91 99 51 50 520 52 35 51 117 78 38 427 247 44 42 46 43 46 23 127 39 35 179 348 42 39 78 159 46 53 42 35 54 31 126 92 32 52 58 56 71 69 32 158 50
internal_value=-0.000585529 0.000302041 0.00635725 0.00407666 0.00907126 0.00496111 -0.00163501 0.00202727 -0.00304786 -0.00270124 -0.00792523 0.00103019 -0.00219443 0.000641096 0.0129832 -0.00061368 -0.00401426 -0.00346166 -0.00813168 -0.0106113 -0.00148225 -0.00256152 -0.00823948 -0.00364589 0.000757528 0.00123027 0.00168502 -0.000440873 -0.00336587 -0.00785483 0.00385649 0.000663772 0.00828552 0.0202287 -0.00146752 -0.0061118 -0.0162683 -0.00376723 0.00109737 0 0.000444429 0.00824281 0.00400282 0.00904684 0.00837246 0.0170855 0.000805477 0.00484368 0.0110168 -0.00241425 0.00553138 0.0158925 -0.00200344 0.00396263 -0.00088445 -0.00965828 0.000839262 -0.00186233 0.000897702 -0.00543651 -0.00317898 0.000866668
internal_weight=749.25 402.919 44.7493 41.4315 29.6439 25.1971 346.331 95.2072 251.124 248.037 11.7876 21.9161 240.36 92.7211 8.82546 83.8956 147.639 143.843 41.7321 36.702 102.111 95.5889 35.8209 24.9491 59.7681 18.3957 65.871 358.17 99.5618 61.9012 37.6606 258.608 20.6068 9.44333 11.1635 58.1297 10.1995 47.9302 33.7684 238.001 61.8756 14.601 16.5011 12.381 11.6708 6.42363 91.4466 38.3313 21.1044 17.2269 10.0563 16.4205 53.1153 18.7509 15.294 9.13139 209.24 47.2747 9.19474 34.3644 30.2331 20.7707
internal_count=7516 3846 902 843 730 550 3670 998 2672 2559 113 396 2417 795 85 710 1622 1549 633 534 916 866 295 204 571 152 573 2944 1097 591 506 1847 177 85 92 553 150 403 462 1670 539 120 156 117 266 107 847 341 203 138 84 161 506 174 142 90 1491 419 120 332 300 208
is_linear=0
shrinkage=0.03


Tree=139
num_leaves=63
num_cat=0
split_feature=0 49 42 5 1 4 50 43 1 3 43 1 42 42 14 3 14 3 50 14 9 3 48 42 50 50 1 42 14 26 31 31 21 43 14 37 50 3 14 42 21 42 42 21 26 12 4 1 12 36 13 42 34 34 12 26 14 3 26 1 14 14
split_gain=1.13342 5.10609 4.66233 1.25863 0.940922 1.06078 1.51839 0.882447 1.3376 1.44732 4.5351 1.37902 1.89563 1.86557 1.32581 1.68054 2.18232 1.96052 1.52088 1.44273 1.31158 2.88467 2.10648 2.08632 2.54807 3.37767 2.15577 1.79464 2.69191 2.14629 2.07182 3.09076 2.01719 1.66544 1.57548 1.54649 2.27308 3.18934 2.18126 2.99214 2.13528 2.54894 2.13391 1.86883 3.2695 1.84538 1.71019 1.36761 1.36749 2.00887 1.83935 2.90778 2.35432 1.56283 1.97273 1.30341 1.30205 1.62637 1.30002 1.95832 3.49258 2.83173
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.056217584657951639 5.1200721840520744 0.45049019607843144 2.9797363981426757 0.074999999999999997 3.388574463632382 0.12060606060606062 0.25000000000000006 4.420773815517415 4.4569558664948525 4.1231023388601686 0.61811868686868698 0.16189830681876313 0.63859338061465731 0.19803921568627456 3.1307312134163801 0.65419580419580436 0.12500000000000003 0.51250000000000007 1.0000000180025095e-35 3.4764415777150481 3.2806961417784364 2.7040907083446837 3.5131377898343916 3.5437425525307247 0.63069358178053847 5.5000000000000009 0.16000000000000003 1.0000000180025095e-35 0.42934748478142082 -1.0000000180025095e-35 0.68703358208955234 1.0000000180025095e-35 3.1307312134163801 0.56250000000000011 0.63299319727891168 3.6558013640444909 0.35424740708764868 3.443742552530725 3.8008300885242083 0.33701221043251051 10.500000000000002 0.32500000000000012 0.35948717948717951 3.8120032508939725 0.12500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 4.4569558664948525 1.0000000180025095e-35 1.0000000180025095e-35 0.27500000000000013 10.500000000000002 0.66767068273092378 0.089572192513368995 9.5000000000000018 3.7556752830605151 0.68011627906976757 0.68217893217893233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 6 -6 20 -9 10 -10 13 -13 -11 -14 16 -16 18 -17 -19 35 22 23 24 25 34 -25 28 -28 -29 31 -31 -32 -26 -22 38 45 43 39 40 41 -1 -41 44 -38 -37 58 -47 -24 50 51 53 -52 54 -50 -48 57 -12 59 60 -40 -61
right_child=1 2 3 -5 5 -7 -8 8 9 11 56 12 14 -15 15 17 -18 19 -20 -21 21 -23 48 26 33 -27 27 29 -30 30 32 -33 -34 -35 -36 36 37 -39 46 42 -42 -43 -44 -45 -46 47 55 -49 49 -51 52 -53 -54 -55 -56 -57 -58 -59 -60 61 -62 -63
leaf_value=-0.014248048592189661 -0.032652311394097154 -0.026346012261288559 0 0.034044446969145686 0.030951232898049474 -0.0048878727497765912 0 -0.012425418037879344 0.018201348996724129 0.0021644604591341756 -0.012238346635808627 0.022333515748151154 -0.01288102969248906 -0.017973299728825002 0.031846718093536397 -0.028517311036745124 0.0057690028681777238 -0.0019189960155033417 0 0.023814469436732415 0.010910537142024902 0.017710737658545046 -0.021923076766599818 -0.012064268155576591 0.004847533180979139 0.025209988854826712 0.030892172631277207 0.013673858733251967 -0.00047755941196851319 0.00035800278916340043 0.0013321154958645179 -0.0088893391304060224 0.019805367284464082 -0.017190051464401498 -0.012023570093611184 0.001819043800782109 -0.0075458422007601928 0.02047600295343947 -0.014961790130616846 0.020687578642270471 -0.015621700551219565 0.011889032936033269 -0.0061925818501504613 -0.012151884669657508 0.024071966757673986 -0.024103542337016916 0.016763294581208489 -0.0011864361871311998 0.0032163944577200498 0.0088307446308288039 0.00053243544998180165 0.021590211322014132 -0.021800339498314492 0.0046693779400279077 -0.020080720271323325 -0.0039594195417789191 -0.017327480457206283 0.0067918106190152962 -0.0018812937803318029 -0.0021470625482015223 0.007602675199292897 -0.031277331662281908
leaf_weight=4.4384042620658901 4.8910787012428028 2.1823473777621984 1.1351343151181934 3.2326763290911913 2.9545921161770803 2.4444863889366388 2.7284107338637114 5.8685932215303174 6.4226797958835951 95.341177208349109 8.4253332447260636 6.8546011522412291 3.0872981529682901 4.0876530744135371 4.1403616629540947 2.8819489330053312 11.544398066587744 3.7025892017409205 3.104129952378571 3.1852124957367778 6.3042492065578717 7.84402061253786 4.3737400602549306 13.269733471795915 7.9652514513581991 11.038712551817296 4.0320049338042718 9.3386280518025142 5.0091422516852617 80.968527936376631 88.989683138206601 52.883746139705181 5.5604368103668085 4.5779355941340309 4.3237864263355732 3.9213653262704637 8.7532718665897864 4.4250686112791291 12.452582173049452 12.086187919601796 7.0076341573148957 11.123101590201257 2.8909083679318419 18.568512186408043 4.1206890381872645 13.08155198954046 5.9100699005648476 3.5560636892914763 4.3495367877185407 8.2205121191218478 5.7170140286907563 3.8515592589974394 12.002601074054837 7.0243739113211623 9.0997514594346267 4.1447509378194809 10.992936700582502 7.0395081583410493 53.606042809784412 5.9337943345308286 11.525040827691553 7.1473174225538969
leaf_count=30 83 61 16 91 41 29 35 50 71 879 70 49 42 45 49 28 118 41 40 34 64 78 31 128 67 106 40 101 44 1004 951 508 79 48 35 44 71 44 92 130 58 111 29 172 37 113 73 31 44 75 83 29 101 44 68 39 85 78 498 47 93 41
internal_value=-0.000567024 -0.00987761 0.00670323 0.0249601 -0.000411547 0.00957809 0.016775 -0.000533892 0.00129447 0.00181492 -0.00374221 0.0031866 0.00802136 0.00124193 0.0046121 0.00678824 0.0133449 -0.000822952 -0.0135606 0.00947092 -0.00113083 -3.25513e-05 -0.000458562 0.000528429 0.00747891 0.0137149 -0.000367901 0.000245992 0.0132287 -0.000233219 -0.000839546 -0.00325859 0.00252135 -0.00286833 0.000976427 -0.00311037 -0.00731131 -0.00252089 -0.00134454 0.00474134 -0.00193521 0.00396742 0.0150906 -0.00605595 0.00232887 -0.0152749 -0.00367759 -0.0196339 -0.00586601 -0.0042686 -0.00700146 -0.00134169 -0.0143346 -0.00611306 -0.0121701 0.00772536 -0.00939072 -0.00321679 -0.00502244 -0.00937063 -0.00389466 -0.0187465
internal_weight=747.684 11.4412 6.55016 4.36781 736.243 8.12749 5.683 728.116 176.678 170.81 32.8805 137.929 38.5005 99.4288 31.6459 28.5586 15.6848 12.8739 5.98608 6.8878 551.437 356.745 348.901 294.262 34.2099 21.6667 260.052 246.782 9.04115 237.741 228.402 133.852 94.5501 12.5432 10.628 194.692 56.4265 35.8675 138.266 37.5462 22.5691 15.5615 14.9771 31.4425 12.874 20.559 100.72 16.6376 54.6391 50.2653 42.0448 24.3252 17.7196 20.4737 13.4493 10.0548 26.4578 15.4648 90.6648 37.0587 23.9776 13.0811
internal_count=7516 251 168 107 7265 105 76 7160 1679 1629 304 1325 401 924 352 310 167 143 68 75 5481 3728 3650 3175 320 205 2855 2727 84 2643 2542 1512 1030 115 99 1753 512 324 1241 358 199 141 159 280 108 188 883 144 475 444 369 185 184 156 112 112 233 148 771 273 185 88
is_linear=0
shrinkage=0.03


Tree=140
num_leaves=63
num_cat=0
split_feature=27 17 47 53 42 31 45 4 31 50 14 42 14 14 42 42 14 50 31 50 1 31 11 32 1 31 11 31 48 5 5 42 1 42 4 14 4 4 14 50 50 53 1 42 36 5 43 17 14 14 35 25 14 14 14 42 12 43 1 1 12 5
split_gain=0.839341 1.90995 1.34397 1.56906 1.27649 2.61242 1.87402 1.45988 1.30927 1.35744 1.03122 3.91075 1.46824 1.32801 4.27749 1.50077 1.78236 1.94851 1.98234 1.70404 1.53783 2.37561 2.57865 2.14804 1.48479 1.19871 1.29186 1.09438 1.01111 1.06476 3.58259 7.036 2.15308 3.41377 3.34912 3.06984 2.69911 2.05037 1.85089 2.55248 3.5412 2.58063 1.75467 1.73709 1.66809 3.36285 2.80562 1.91955 2.04657 1.57492 1.48529 1.80653 1.40139 1.31561 3.21335 2.51107 3.61886 3.38848 3.31742 2.36083 3.11821 2.99181
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 4.2667341507509216 0.28500000000000009 1.5000000000000002 0.3246621621621622 0.16000000000000003 3.1963557881865921 0.69416099773242645 3.518462811225509 0.73360215053763456 0.67175839552238814 3.5656344265871387 3.5974566212320722 0.64237451737451756 3.315707808323157 0.12000000000000002 3.3723414149732767 4.6345953588972035 1.0000000180025095e-35 0.90653824572156128 1.0000000180025095e-35 4.3751111872189599 0.23000000000000004 0.91475446598121968 0.16000000000000003 1.5000000000000002 0.042572463768115944 0.025657894736842109 4.1418756957665641 4.8859497000344776 5.0009086044551614 0.39990933816863111 0.63603896103896107 0.45497311827956993 0.32697368421052636 0.753907203907204 3.3723414149732767 2.2053316966240444 1.0000000180025095e-35 4.4767173695485214 4.4569558664948525 1.0000000180025095e-35 0.01941930618401207 -1.0000000180025095e-35 1.0000000180025095e-35 0.64530791788856312 0.63069358178053847 1.0000000180025095e-35 1.0000000180025095e-35 0.64042253521126769 0.62981481481481494 0.64956140350877212 3.6248351047945473 0.37500000000000006 1.0000000180025095e-35 3.6355547771300549 3.7294612642173752 0.32500000000000012 0.01941930618401207
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 4 -3 10 5 8 -6 -8 9 -2 13 -12 -13 15 -15 16 17 18 -4 20 21 22 -17 -22 -16 -23 -27 -21 29 30 44 -32 34 37 35 43 -36 -34 39 40 42 50 -37 -31 53 46 47 -46 49 -49 51 -42 -47 55 59 56 57 -1 -57 60 -55 -61
right_child=1 2 3 -5 6 -7 7 -9 -10 -11 11 12 -14 14 24 19 -18 -19 -20 27 23 25 -24 -25 -26 26 -28 -29 -30 32 31 -33 33 -35 36 38 -38 -39 -40 -41 41 -43 -44 -45 45 52 -48 48 -50 -51 -52 -53 -54 54 -56 58 -58 -59 -60 61 -62 -63
leaf_value=0.0084052322351334564 -0.0094278652602493036 -0.0067302845914435239 0 -0.015842522011202641 -0.02763048295725018 0.014982859034946085 -0.019864042018887685 0.0078570177009758529 -0.016763374108074134 0.014324572655415955 0.043545386929133234 0.01471093037252511 -0.0026808166269372104 -0.024372138690821367 -0.00068864979994301672 -0.011601155753403777 0.018929407914616898 -0.012312262497780434 0.027203792403891109 0.0015807115533287314 0.023440061443947113 -0.018635111893635772 0.020139597387213517 0 0.023582237478434045 -0.013643092880477515 0.0054756166870610582 0.020114485165296025 -0.010095954725315994 0.026263970017834926 0.020986010815470354 -0.029946955465408459 0 0.01840076652879526 0.025736100857893813 0.0041494235437032753 -0.0020965342856459589 -0.024908550474571748 -0.015157796145750748 -0.011786700713983774 0.0046033691926490351 -0.0076631939977177032 -0.017522709934116708 0.00035775055732846842 0.016704104359442931 0.0031079529823098682 -0.012332200806252285 -0.0033365872139099109 -0.01049334369174419 0.010177697204176711 0.026436571131498002 0.0278550104313223 0.026134694861141894 -0.010422883953022776 0.00070402044570216655 0.034415587260738227 -0.019274442357610225 -0.012998544400601501 0.0044399420399813278 -0.024690276225548129 0.0087553942407930033 -0.0034741045270422714
leaf_weight=21.221393574029211 4.9205831065773982 11.194260378368197 5.3612998351454753 3.201374687254428 4.5853316672146303 6.4417768577113739 2.5032282993197441 4.2061457987874746 7.0744174709543577 3.5357817281037569 2.6769508719444302 7.4258719440549639 9.0817883210256678 5.9415701404213896 5.4281274229288083 3.3936030883342045 12.339837577193974 4.6222024485468856 3.722395583987236 6.4835895895957929 4.5941692376509335 9.1802760809659976 5.6270330883562565 11.406095542013643 3.2110956702381372 5.7908997433260065 6.0914425477385521 6.42776801250875 10.950733356177805 6.0598036944866163 2.9559682272374621 9.5444397311657649 4.6804154515266401 3.0318219624459735 9.5880662854760867 4.7363312263041726 4.0130813186988226 7.7651677653193474 7.4170299069955936 11.927507702261208 20.445185020565994 6.6927684117108575 8.557853368110953 4.488229863345623 4.2947611939162007 9.6305667646229249 39.636379336006939 23.227032233029604 22.698002352379262 11.259070776402949 5.6669895295053712 3.6143142338842145 3.3898875806480637 16.758535584434867 166.88720979820937 3.3902092780917874 9.503389632329343 9.3670351915061456 68.043215431272984 12.575792647898199 13.487320629879834 12.819627926684914
leaf_count=210 45 95 53 38 33 54 34 54 45 37 24 85 78 36 50 35 105 43 32 69 97 53 69 103 40 50 42 69 63 52 34 117 29 73 108 45 36 124 58 114 181 94 74 48 50 129 479 194 256 123 62 34 57 151 1683 33 71 62 729 97 124 154
internal_value=-0.000550583 0.00130986 0.00294454 0.00389087 -0.00503455 -0.000504843 -0.0131625 -0.00189277 -0.00741899 0 0.00449876 0.0109664 0.00486609 0.00317367 -0.00494681 0.00464471 0.0106649 0.00262733 0.0109771 0.00185845 -0.00073175 -0.00483512 0.00755524 0.00657738 0.00798322 -0.010445 -0.00341696 0.0114312 -0.00109486 -0.000907728 -0.00154473 -0.0172896 0.00173516 -0.00844622 0.00350452 0.00105597 0.0171778 -0.0156484 -0.00118126 0.000447049 0.00353791 0.00845368 -0.00940986 0.0160108 -0.00108469 -0.00421244 -0.00609982 -0.00195748 -0.00351693 0.000935839 0.0123098 0.0085445 0.0098615 0 -0.00134673 0.00264239 -0.00325955 0.00161406 0.00603845 -0.00758558 -0.00167244 -0.0143256
internal_weight=746.794 166.469 133.202 122.007 33.2673 21.9726 11.2947 6.70937 15.5308 8.45636 118.806 19.1846 16.5077 99.6214 14.5808 85.0406 26.0457 13.7059 9.0837 58.9949 46.0835 30.0833 9.02064 16.0003 8.63922 21.0626 11.8823 12.9114 580.325 569.374 460.69 12.5004 108.685 15.4774 93.2072 79.606 13.6011 12.4456 69.058 61.6409 49.7134 36.4193 13.2942 10.548 448.189 114.136 101.115 61.4789 57.1841 34.4861 29.7265 24.0595 13.0205 334.054 222.528 111.525 40.0918 30.5884 71.4334 55.6413 30.2459 25.3954
internal_count=7516 1568 1266 1171 302 181 121 88 127 82 1133 187 163 946 126 820 233 128 85 587 449 249 104 200 90 145 92 138 5948 5885 4753 151 1132 226 906 762 144 153 662 604 490 371 119 100 4602 1288 1102 623 573 317 277 215 186 3314 2209 1105 343 272 762 526 275 251
is_linear=0
shrinkage=0.03


Tree=141
num_leaves=63
num_cat=0
split_feature=27 26 32 48 58 29 14 1 42 46 11 1 14 21 45 13 26 1 14 1 45 1 34 26 43 36 28 26 1 42 26 42 40 21 58 32 32 21 43 32 32 14 12 42 1 11 14 11 21 11 43 42 14 14 14 14 14 43 12 32 1 11
split_gain=0.789486 1.30227 2.06068 1.53408 1.39588 1.51546 1.34267 1.26318 1.10851 1.62617 1.04781 3.12184 1.40916 3.7182 1.8252 1.99235 3.19521 1.63496 1.9257 1.5452 1.26288 4.34719 3.46889 2.70151 1.94451 1.74248 3.09206 3.84704 2.59909 2.3532 2.31524 3.75985 3.01285 4.14576 2.24215 2.09079 2.01625 1.9703 1.95534 1.82483 1.75743 1.22073 1.21848 1.57074 1.17113 1.07996 1.03884 1.0341 1.03065 1.03031 1.60559 1.0303 3.67706 3.26934 1.34831 1.01027 0.909723 0.905482 1.0158 0.889254 0.851998 0.842448
threshold=1.0000000180025095e-35 11.500000000000002 0.16500000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 0.68895663956639575 4.6022328364453351 5.1200721840520744 1.5000000000000002 0.74664420241889318 4.7502366905087499 0.70513758782201419 0.44199178219582225 0.97500000000000009 1.0000000180025095e-35 7.5000000000000009 4.308349957457783 0.61811868686868698 4.6186198135562337 1.5000000000000002 4.8531873157228071 1.0000000180025095e-35 7.5000000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 3.8299500144337215 3.6183013640444908 10.500000000000002 3.5467622390330522 1.0000000180025095e-35 0.33753526018209079 1.0000000180025095e-35 0.16500000000000004 0.18500000000000003 0.41253526018209075 -0.22499999999999998 0.15000000000000005 0.17500000000000002 0.63069358178053847 0.22500000000000006 3.6656344265871388 4.4756736333796594 0.87191225990451116 0.61152570480928703 0.80369124392186542 0.37809916640504737 0.65387573873198457 0.25000000000000006 3.7544269646841415 0.65604707792207806 0.65345368916797497 0.63363095238095246 0.73304597701149432 0.66899038461538474 -0.37499999999999994 0.47500000000000003 0.18500000000000003 4.6858418598895959 0.64684752799422152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 49 8 5 6 48 55 9 10 11 12 14 57 19 17 44 -16 -19 -1 25 -22 23 -23 -24 30 27 28 40 -28 34 35 33 -33 42 -32 39 -38 41 -36 -27 -29 45 -44 -17 -12 -10 -34 56 -3 51 53 54 -51 -53 -8 -4 -14 -59 -25 -18 -2
right_child=61 2 4 -5 -6 -7 7 -9 46 -11 20 -13 13 -15 15 16 60 18 -20 -21 21 22 24 59 -26 26 29 38 -30 -31 31 32 47 -35 36 -37 37 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 50 -52 52 -54 -55 -56 -57 -58 58 -60 -61 -62 -63
leaf_value=0.015298123869323195 0.01207466326630444 -0.016929426771721108 -0.011816352093131656 -0.011961308536468946 -0.021721451446409943 0.011364659240599328 0.0031732095900136679 0.013121431536338036 0.020057009571433519 -0.020248302106601019 0.0010071999038088822 0.012211305435784801 -0.020725468524606525 0.011882637372015557 -0.025852975921418254 0.033601751948949099 0.0010536828120118237 -0.019272745841300135 0.0038525567020486406 -0.0020571784607456914 -0.033490841940664061 0.028641299270238858 0.0010317126831593188 0.0081133421736137735 -0.016052529269706982 -0.009428380356283822 0.0217012511689458 -0.02062284671785946 0.021280616038426826 -0.0031621464689800252 -0.020165199822220665 0.054371121821124614 -0.01302935568225853 0.013753471299186035 -0.00589035558654396 0.0047954182203214053 0.0083036245391148612 -0.018667925051092642 -0.029461126311489925 -0.023291515873310381 0.0026938661844716802 -0.00089255236531947141 -0.002350601590357665 0.0050845580590381211 0.0086992031707473425 0.024138321598110295 0 0.0073775782410942826 0.0010273427937561143 0.01996685595515257 0.015768267813432511 -0.0039498527165602914 0.0078128780175468551 -0.0050281195651844376 -0.029243759160700978 -0.013408964798889948 -0.03149688149558115 -0.0088595489000859434 0.0076417852335128062 -0.012824934769224245 -0.011601833757835115 0.00080540079963552203
leaf_weight=14.526385076344015 6.1316223992034784 2.7248569764196864 16.064075916074223 9.9661687985062581 6.5131952967494717 3.5289649358019224 5.0398492682725209 3.8057077266275874 4.4791631512343866 3.4794650916010132 4.3935382291674596 22.107892415486276 5.4796155747026161 9.310078486800192 3.7994991671294001 3.2644120799377543 31.864312238059938 4.4952004700899115 9.5310450997203571 5.8353210091590872 4.4739550203084937 4.4246260616928321 9.1930232532322389 4.0086960904300213 14.141211213544013 24.171063210815191 6.4083340466022474 5.0088259540498274 3.7262902949005356 6.2904952988028526 5.171643026173113 2.9816532991826543 2.6248216498643169 11.296507539227603 25.834184855222702 6.1474728398025036 12.400502420961855 2.7500474397093049 7.9509286507964125 7.4007153175771228 18.083740592002869 7.7189350910484791 57.818976774811745 44.93170815333724 5.6018120478838682 3.8411280587315559 3.5285703483968973 9.1292507834732515 3.2495769597589961 7.0706117227673557 5.8910839138552538 3.9869206575676817 8.2238899273797852 12.623844839632509 5.1914220117032528 7.1550385076552629 3.0519914105534545 24.192223840393133 3.3458236530423155 2.9818416554480791 5.3527965415269128 160.12865285482258
leaf_count=102 85 48 193 57 153 45 57 36 98 87 31 231 56 135 48 64 454 29 86 35 37 69 91 82 117 222 47 57 29 43 31 28 19 109 278 62 146 30 128 167 116 96 381 319 77 29 38 91 45 53 55 56 115 75 46 84 43 260 26 30 76 1483
internal_value=-0.000533915 -0.0010623 -0.00429502 -0.000421681 -0.00859817 -0.00632193 -0.00815484 -0.00107624 -0.000162276 -0.00036643 -0.000195758 0.00186297 0 -0.00441396 0.00228145 -0.000127197 0.00307334 -0.00867642 -0.00330375 0.010061 -0.0011863 -0.00622122 -0.00236705 0.0108302 -0.00911531 -0.000445272 -0.0042071 -0.00684412 -0.00183997 0.00906169 0.00104453 0.00775597 0.0140716 0.0232838 -0.000498564 -0.00624019 -0.0059035 0.00283759 -0.0175597 -0.0100608 -0.00411086 -0.00932017 0.0018102 0.00084599 0.0190687 0.0128248 0.0107437 0.0021768 -0.0128986 0.000148821 0.00144367 -0.00074261 -0.00615765 0.00375438 -0.0192148 -0.00613126 -0.0155627 -0.00923365 -0.00659771 -9.18318e-05 -0.000658442 0.00127106
internal_weight=745.845 579.585 94.121 485.464 48.4084 41.8952 38.3662 16.0006 475.498 467.49 464.011 148.706 126.599 42.3277 84.2708 63.9091 46.0833 17.8257 14.0262 20.3617 315.304 39.2234 34.7494 11.4152 23.3342 276.081 79.3586 66.6598 45.9811 12.6988 196.722 37.3513 26.0322 14.2782 159.371 11.3191 48.3855 15.1505 20.6787 33.2349 42.2548 12.7278 110.985 102.751 8.86622 8.23467 8.00773 11.7541 22.3656 45.7126 42.9878 37.0967 17.4022 19.6945 9.17834 12.1949 19.1161 33.0177 27.538 6.99054 37.2171 166.26
internal_count=7516 5948 1104 4844 656 503 458 177 4787 4651 4564 1679 1448 477 971 834 671 163 115 137 2885 426 389 181 208 2459 738 648 367 90 1721 340 247 137 1381 93 621 176 281 445 338 153 760 700 141 60 136 110 281 448 400 345 217 128 102 141 236 342 286 112 530 1568
is_linear=0
shrinkage=0.03


Tree=142
num_leaves=43
num_cat=0
split_feature=0 15 42 32 32 50 14 50 1 50 14 14 50 32 13 0 48 5 42 42 46 46 14 14 14 42 47 42 14 53 5 42 21 32 4 50 50 14 29 42 24 14
split_gain=1.09566 4.00212 7.07693 0.916741 2.03748 1.68654 1.67418 1.35531 1.80535 1.03898 0.760874 1.06498 1.06252 1.64745 1.20593 1.03306 1.01509 1.81796 1.13351 3.16918 2.37428 2.04775 1.7611 1.40937 4.37607 1.4011 1.36893 1.35718 0.996811 1.01588 2.18895 1.6863 0.971094 0.929866 0.742905 0.691781 0.596507 0.754714 0.418186 0.365497 0.340488 0.239849
threshold=51.500000000000007 1.0000000180025095e-35 5.0009086044551614 0.53500000000000014 0.32000000000000012 2.7040907083446837 0.60180165816326536 3.315707808323157 3.6712391892834719 3.3361473422153938 0.81042228212039547 0.75694980694980707 3.3361473422153938 0.16500000000000004 0.70000000000000007 23.500000000000004 1.5000000000000002 0.34248120300751889 3.4809981774225514 3.4656344265871386 1.0000000180025095e-35 1.0000000180025095e-35 0.5796825396825398 0.63299319727891168 0.62693960372403923 3.376441577715048 4.5000000000000009 3.3868030955064286 0.59658438576349038 1.0000000180025095e-35 0.042572463768115944 4.3038690757349274 0.32479088507391729 1.0000000180025095e-35 0.32305502846299816 2.4194005465518993 2.7040907083446837 0.6503424657534248 1.5000000000000002 3.6850566989258442 1.0000000180025095e-35 0.67664992826398873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 10 35 -6 8 -7 41 11 16 13 15 -14 -13 18 -18 19 21 36 23 38 24 25 -1 27 -25 32 30 -30 -31 34 -34 -24 -5 -20 -38 -22 -9 -21 -8
right_child=1 2 -4 5 6 7 9 39 -10 -11 -12 12 14 -15 -16 -17 17 -19 20 40 22 -23 28 26 -26 -27 -28 -29 29 31 -32 -33 33 -35 -36 -37 37 -39 -40 -41 -42 -43
leaf_value=-0.0065217256105285755 -0.035315360986802338 -0.02478172703296045 0.031979314178133274 0.0012903357001533529 0.0086219765652870081 0 -0.024605749668410292 0.0082930831147360658 0.036360138007607568 0 0.01334874062573474 0.0084906567308427362 -0.0083618946094125377 -0.024793365841835523 0.013094945683468175 -0.012964923894427246 -0.018623076647382632 0.0040881447969478586 0 0.011253445381757812 0.004322346762182518 0.020109740455452794 0.010735670099011288 -0.00084057065171336026 0.031916631215548802 0.0087760770220087526 0.01032154344305615 -0.011714913483965876 -0.00047413736357267242 0.011357754084853237 0.006240620287337106 -0.011116179244899644 -0.0043841167369328285 -0.021167196224545631 -0.0056148811025582401 -0.021795566154242364 -0.021353456508700276 -0.0054177773551447829 0.021966033126340066 -0.0087971142758682622 0.03033122593811079 -0.0061804284051139441
leaf_weight=11.650221547111874 3.5349515462294203 3.8621193738654256 3.6190813193097711 1.7955854665487998 2.4075206071138373 2.2738423198461515 6.9903314244002086 2.3052860926836729 3.4181179963052273 2.2748764706775537 3.4391238354146472 3.4957427326589841 5.1580360960215312 5.3975775726139545 3.9525160929188132 3.9589174706488848 6.9471425041556341 4.955915555357933 3.7136264219880131 3.3805789332836857 3.4764932785183182 4.8102814732119432 3.969493333250286 47.184529662132263 4.6870002951472989 9.633789658546446 6.9790755836293092 13.601052671670912 447.64199014473706 3.2820325978100326 48.160548864863813 15.760583475232123 9.339794419705866 5.3694032914936534 5.8396493159234524 1.7514444738626478 7.0298139769583923 6.5438532754778862 3.5959638971835375 1.8241317756474016 3.4680464491248131 1.917535721324384
leaf_count=87 41 110 100 39 22 38 118 35 45 46 48 49 37 54 49 42 38 31 35 40 37 45 35 319 45 94 55 122 4435 35 550 210 61 42 76 21 53 47 36 25 32 37
internal_value=-0.000519416 -0.00984615 0.00201339 -0.000368494 -0.000521722 0.00732812 -0.0119532 0.0139091 0.0231534 -0.0169836 -0.000289989 -0.000369022 -0.00684706 -0.0123598 0.000383827 -0.00216088 -0.00014935 -0.00876007 0 0.00285897 -0.000527746 0.00140098 -0.000168302 0.000336249 0.00630449 0.000140486 -0.00187464 -0.00340258 -0.000376737 -8.23451e-05 0.000168268 -0.00685316 -0.00626506 -0.0111148 0.000484596 -0.00906261 -0.0114145 -0.0142967 0.0144756 0 0.0223519 -0.021521
internal_weight=744.398 11.0162 7.4812 733.381 720.013 13.3684 13.5903 9.82138 5.69196 11.1827 706.423 702.984 21.9628 12.8522 9.11055 7.45466 681.021 11.9031 669.118 105.395 563.723 98.546 546.436 93.7357 25.971 21.284 67.7647 60.7856 539.363 514.845 495.803 19.0426 24.5183 14.7092 9.80914 3.54703 17.2873 13.5737 7.07246 4.12942 6.84863 8.90787
internal_count=7516 251 210 7265 7062 203 223 143 83 201 6839 6791 231 145 86 91 6560 69 6491 839 5652 767 5517 722 226 181 496 441 5444 5230 4985 245 214 103 111 60 135 100 73 60 72 155
is_linear=0
shrinkage=0.03


Tree=143
num_leaves=63
num_cat=0
split_feature=0 49 42 5 1 43 1 3 43 1 11 3 26 42 50 42 3 50 26 26 1 31 11 43 42 9 3 9 3 48 42 50 50 1 42 14 26 14 1 31 43 14 37 50 3 14 42 42 11 11 12 42 31 12 3 5 3 14 14 11 14 11
split_gain=1.05942 4.72379 4.20138 1.22104 0.854476 0.831268 1.22552 1.37904 4.25589 1.28966 1.81387 3.15135 3.01651 1.83138 1.87796 1.7651 1.28859 1.25875 1.25297 2.62149 1.98352 1.76207 1.86596 2.37529 2.24238 1.93195 2.58878 1.21051 2.74863 1.97338 1.8893 2.37782 3.07613 1.99668 1.67807 2.54414 1.97237 1.9909 2.25025 1.777 1.56266 1.44513 1.43455 2.11278 3.00701 2.06352 2.78578 2.01407 1.73463 2.36479 1.70761 1.53314 1.99234 1.56285 1.38668 1.48198 3.22614 1.34116 3.83861 2.0706 1.28074 1.27284
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.056217584657951639 5.1200721840520744 0.074999999999999997 3.388574463632382 0.12060606060606062 0.25000000000000006 4.420773815517415 0.74850946649616978 0.13852690628759054 8.5000000000000018 4.4769884613371618 2.533010400260828 4.1231023388601686 0.1568375422148294 3.3536489182451987 8.5000000000000018 6.5000000000000009 3.7556752830605151 0.31000000000000011 0.90819238638712629 0.25000000000000006 3.4616029401188846 0.17500000000000002 0.51250000000000007 0.12500000000000003 0.51250000000000007 1.0000000180025095e-35 3.4764415777150481 3.2806961417784364 2.7040907083446837 3.5131377898343916 3.5437425525307247 0.63069358178053847 5.5000000000000009 0.61152570480928703 4.702810210776204 0.16000000000000003 -1.0000000180025095e-35 0.68703358208955234 1.0000000180025095e-35 3.1307312134163801 0.56250000000000011 0.63299319727891168 3.6558013640444909 3.8008300885242083 0.90163030679303291 0.86073272698808534 0.32500000000000012 3.5345066141412258 0.16000000000000003 0.32500000000000012 0.075961538461538483 0.3133928571428572 0.1478384990254171 0.69133291614518166 0.68120471014492767 0.72836123857922808 0.74499799919968002 0.89691225990451129
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 27 -7 8 -8 15 11 -11 16 -13 -15 18 -12 -10 19 20 -9 22 23 -20 -25 26 -24 42 29 30 31 32 41 -32 35 -35 -36 38 -38 -39 -33 -29 45 50 51 46 48 -48 49 -1 -44 52 -45 -53 -47 56 -56 58 59 -31 -59 -61
right_child=1 2 3 -5 -6 6 7 9 17 10 12 13 -14 14 -16 -17 -18 -19 21 -21 -22 -23 25 24 -26 -27 -28 28 -30 57 33 40 -34 34 36 -37 37 39 -40 -41 -42 -43 43 44 -46 54 47 -49 -50 -51 -52 53 -54 -55 55 -57 -58 60 -60 61 -62 -63
leaf_value=-0.013932700912475726 -0.032301477114452595 -0.0258636176502633 0 0.033688425383625896 0.0091723648913382173 -0.011832742647836177 0.017632323254012879 -0.0033637985004718982 -0.0011180360070330547 0.03335354994752452 -0.026520028599389043 0.021855918555123768 0.010159928000528449 -0.0216255082650476 0.0071471022039017026 -0.017572649754922141 0 -0.01494015230280687 -0.011912116657089241 0.017164166543841706 0.019623179525432789 0.014620444392680431 0.012165747438187992 -0.013810681688585718 0.011691450183036679 -0.020782292223851601 -0.012609549780153781 0.010509458887960954 0.017317418942753942 0.0082849838044605443 -0.011617492526253239 0.0045945333922533475 0.024162308633081057 0.030066262847026855 0.013173591444865051 -0.00046010906264178048 -0.014440300602872821 -0.0021084728054765003 0.00014903562091468756 0.0037026761839019824 -0.016796283955624176 -0.011471614513206765 0.0017192913975399582 -0.0072575234592629507 0.019917900784753126 0.011170227923788051 0.020103469261982438 -0.006023499612497942 -0.014008246681991451 0.011314082711931774 -0.018933302025223916 -0.029109781911082443 0.018905995185158921 -0.0063121124798951869 0.023886356597625492 -0.01518937087767442 -0.0042978636324464093 -0.016360477526246676 0.023747695353218943 -0.013153230151736856 0.0016991491846856811 0.0034786102339768653
leaf_weight=4.4283696636557606 4.6128324922174198 2.0248430781066418 1.1080075502395628 3.0344033213332295 8.1122230263426882 5.8552076853811732 6.4055659407749763 19.87552910856903 11.571350635029377 5.5281366752460626 3.459039535373452 4.1236432678997508 12.660938512533901 2.7592261955142003 6.1408804496750236 4.022599544376134 3.6564627243205905 14.714756161905823 7.2517753988504436 13.084007822908459 3.8498820094391695 5.9143057605251661 6.2037899438291815 3.3328766375780132 18.865950051695108 7.8309090323746195 8.8764088936150056 6.3027931265532988 7.8490975927561513 6.700341826304796 13.165778402239082 7.9558774624019861 11.028744159266351 4.0138519220054132 9.2960586939007026 4.9906406179070473 18.58836979791522 106.82160466257483 17.654056177474558 84.255846013315022 4.539429107680915 4.305389653891325 3.8947210181504515 5.8572584167122859 4.4295255765318862 5.0590835884213439 12.066667007282375 2.8767292797565451 7.0979174077510825 10.974521331489084 16.527668997645378 3.3772029876709011 4.2366710212081671 17.804217332042754 3.5790845621377221 10.284347794950007 81.443503953516483 14.538370830938222 4.2610219661146393 20.445811310783032 3.8429898228496304 4.4255853276699773
leaf_count=30 83 61 16 91 105 50 71 153 108 64 25 32 127 26 89 45 38 125 78 145 42 51 59 25 200 66 60 64 78 70 128 67 106 40 101 44 154 1255 200 933 48 35 44 46 44 40 130 29 59 110 144 30 32 172 35 57 751 120 39 167 33 46
internal_value=-0.000503864 -0.00977459 0.00661757 0.0243363 -0.000356712 -0.000474125 0.00130391 0.00180462 -0.00363369 0.00314521 0.00783438 0.0145519 0.00114988 0.00573372 -0.00139293 0.00125921 -0.0139014 -0.00913647 0.00215407 0.0064835 0.000248335 -0.000490776 -0.00236089 0.00247384 0.00750562 -0.00880283 -0.00199883 -0.00105536 0 -0.000415285 0.000540312 0.00716052 0.0131873 -0.00031454 0.000275874 0.0128531 -0.000187872 -0.000771749 -0.00720723 0.000423785 -0.00284612 0.000985988 -0.00296009 -0.00701821 -0.00238538 -0.00125604 0.00466958 0.0146645 -0.00177471 0.00358547 -0.0147253 -0.00584131 0.00329505 -0.0104659 -0.00353131 -0.00439627 -0.00298775 -0.00567164 -0.00206369 -0.00586368 -0.0122842 -0.00995032
internal_weight=743.795 10.7801 6.16725 4.14241 733.015 724.902 175.983 170.128 32.6917 137.436 38.3283 18.5519 19.7764 13.0237 8.90011 99.108 7.1155 26.2861 95.0854 36.8094 23.7254 58.276 52.3617 29.4506 22.1988 22.9111 15.0802 548.919 354.982 347.133 292.918 34.1322 21.6369 258.786 245.62 9.00449 236.616 227.32 36.2424 191.077 12.4953 10.6082 193.937 56.1273 35.7049 137.81 37.4442 14.9434 22.5008 15.4029 20.4224 31.2753 10.0939 21.1814 100.366 95.3069 85.0226 54.2141 35.8328 31.5717 18.3814 24.8714
internal_count=7516 251 168 107 7265 7160 1679 1629 304 1325 401 211 190 147 115 924 63 233 879 340 195 539 488 303 225 185 119 5481 3728 3650 3175 320 205 2855 2727 84 2643 2542 354 2188 115 99 1753 512 324 1241 358 159 199 140 188 280 78 202 883 843 786 475 322 283 153 213
is_linear=0
shrinkage=0.03


Tree=144
num_leaves=63
num_cat=0
split_feature=0 49 43 27 17 28 25 26 26 3 24 0 5 48 26 29 3 26 48 26 12 26 11 12 50 14 14 11 26 3 14 26 11 3 14 5 5 11 11 43 12 26 50 26 3 11 11 14 11 49 26 14 11 53 12 43 14 50 11 24 50 50
split_gain=1.0251 4.55782 2.17652 0.775015 1.69635 1.33089 1.74862 2.80767 1.52414 1.79059 1.33492 2.51844 1.55976 1.64114 1.34868 1.6642 1.43716 1.30094 1.29909 1.85096 2.05098 1.79811 1.62093 3.05576 2.56663 1.89524 1.41937 1.3087 1.20311 1.16004 2.57564 1.94093 1.77639 3.23709 3.00044 1.62991 1.68455 1.49308 2.59781 3.82933 1.85034 1.8045 1.94102 1.8906 1.47275 1.44352 3.5889 3.06786 1.19777 1.13943 1.12561 1.08958 1.6311 1.06552 1.10205 1.47619 1.05238 1.52943 2.93655 1.97698 2.61844 1.9616
threshold=51.500000000000007 0.19000000000000003 0.25000000000000006 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 11.500000000000002 0.56250000000000011 1.0000000180025095e-35 49.500000000000007 0.3623737373737374 1.5000000000000002 6.5000000000000009 1.5000000000000002 0.58750000000000002 13.500000000000002 1.0000000180025095e-35 5.5000000000000009 0.47500000000000003 10.500000000000002 0.88420077387660712 0.4250000000000001 2.9797363981426757 0.73935688405797106 0.61416040100250646 0.87112665353530638 3.5000000000000004 0.46250000000000008 0.66565040650406515 9.5000000000000018 0.91667064739399207 0.51250000000000007 0.63771551724137943 0.38348416289592763 0.27386363636363642 0.78375227197041186 0.86155979732086796 -0.22499999999999998 0.27500000000000013 10.500000000000002 2.9242685963818378 11.500000000000002 0.077677224736048281 0.89599589109791122 0.87663030679303289 0.63299319727891168 0.73880788565247513 0.32500000000000007 14.500000000000002 0.64414928292046947 0.71801725825488583 1.0000000180025095e-35 0.22500000000000006 -1.0000000180025095e-35 0.63069358178053847 3.315707808323157 0.72122855066982183 1.0000000180025095e-35 2.7040907083446837 3.3723414149732767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 17 8 49 -8 10 50 12 18 13 14 15 -1 -16 -5 19 26 22 -22 25 -24 -25 27 -12 -21 -17 35 31 -31 34 -34 -33 36 37 41 -39 40 -40 42 -6 -43 -45 46 -41 -47 -46 53 -10 -20 -53 54 55 -7 -56 59 61 60 -58 -59
right_child=1 2 -4 4 29 6 7 -9 9 -11 11 -13 -14 -15 16 28 -18 -19 51 20 21 -23 23 24 -26 -27 -28 -29 -30 30 -32 32 33 -35 -36 -37 -38 38 39 45 -42 43 -44 44 48 47 -48 -49 -50 -51 -52 52 -54 -55 56 -57 57 58 -60 -61 -62 -63
leaf_value=-0.0009457806117989558 -0.032114457875364481 0.018041594726412039 -0.019790179922537655 -0.0019868573236571825 0.018005576161494685 0.021126272819021675 -0.0023767690304605568 0.022662713153701473 -0.0059877407256553683 0.016131365492083431 0.0032494279287118575 0.018712883527620492 0.01836984352526979 -0.022945113331009036 -0.0035814295727310133 0.026070112890509624 -0.023796098903720662 -0.020073543551097268 -0.014021106800558009 0.0028917342397091236 0.024537671736137353 -0.00062929519674011062 -0.017573172315805501 0.011323381905962366 -0.010163012585999496 -0.015742651380942527 0.030398775485408942 0.020249845158057875 0.0037892083301748485 0.019531511052734308 -0.01629276835896731 -0.027308324844275748 0.027827116507886433 -0.0045577444641288229 0.0046307304749174331 -0.014921376245370224 0.020240697308472062 0.021713486683573403 0.0033394182323020619 -0.017169375232675841 0.030557531965411618 -0.013989363573195338 -0.00068189627326870289 -0.015503045280494081 0.012210677936151859 -0.032748766770658765 0.021772328142785423 0.0014558764338563216 -0.0034077591572259655 -0.010402190780672877 -0.026652118406388314 -0.010501183590625351 0.009578168352314502 -0.013045163231416385 0.0049968318820629784 0 -0.0053101288942040822 0.033902210383281971 -0.0016114216794111144 -0.0070187057198300724 0.019995274729497393 0
leaf_weight=77.207162583246827 4.5033261626958829 4.409822971560061 1.6450486322864888 28.300847050733864 9.0147403432056326 5.6485508447512984 6.8415225157514206 8.3225954603403789 63.499333248473704 2.841802852228283 4.6450245380401602 7.113752430304884 2.9788672700524321 3.3755505084991446 130.45058376155794 3.3634138628840438 3.1797120030969372 4.1255539990961543 8.7434652261436003 28.736810410395265 5.4922988824546319 3.8079696195200086 12.40760303288698 10.548377528786661 9.051572769880293 3.9183233324438325 3.3368634022772312 4.6414465047419062 8.0729265194386226 4.883281875401738 8.0718197505921108 4.7155974358320254 4.0572293624281865 7.2323564291000366 5.0756892412900925 3.3127527534961692 6.5289973095059386 10.181300241500137 4.9232010096311587 3.6142036989331263 5.1603266447782516 10.338580552488567 9.6377393435686809 3.4201904013752964 9.8221493205055612 3.8489586040377599 4.4758133813738823 4.8765279538929462 6.9433559849858275 8.0157601963728649 2.497597566805779 7.1531533785164338 6.9677949408069253 4.3487019315361968 35.35779011901468 6.5942030344158393 7.8108842447400075 4.1551452465355423 15.825731103308497 43.818261151202023 6.2769944574683905 2.8919095555320382
leaf_count=666 83 128 40 263 136 58 61 85 756 38 33 102 20 18 1638 34 37 28 53 350 53 37 79 76 59 44 34 35 70 52 56 31 38 51 40 18 46 98 48 32 52 89 118 26 104 25 44 47 58 69 83 62 57 48 297 67 64 41 119 332 57 33
internal_value=-0.000489069 -0.0097033 0.00649969 -0.000345455 0.00146685 -0.000873228 0.00146696 0.0110914 -0.00176922 -0.00585531 -0.000934077 0.00164713 -0.0022766 -0.00259175 -0.00223534 0.000574451 -0.00414211 -0.00458084 0.000451115 0.00218266 0.000687333 0.0138052 -0.00102136 -0.00601944 0.00109516 0.00311716 0.0157983 0.00559041 0.0111931 0.00302454 -0.00159778 0.00283095 -0.000902914 0.00684025 -0.0103897 0.00472388 0.00552039 0.00429254 0.00883655 0.00361692 0.0181754 0.000722826 0.0081267 -0.00362963 0.00146723 -0.00487154 0.00365691 -0.0133559 0.0054248 0.000373169 -0.00693857 -0.00580807 -0.000178931 0.00108373 0.00162854 0.0101495 0.000662809 -0.0011678 0.0052622 -0.00382026 0.00566707 0.0211448
internal_weight=743.059 10.5582 6.05487 732.501 162.561 569.939 155.908 15.1641 414.031 68.8387 345.193 116.564 228.628 225.649 222.274 88.6435 133.63 32.4264 109.451 86.5863 78.6044 9.30027 69.3041 32.0076 19.6 37.2966 7.98189 33.3783 11.4363 130.135 34.036 25.9642 21.0809 11.2896 9.79129 96.0988 92.7861 86.2571 37.0803 26.899 10.0835 49.1768 18.6525 30.5243 20.1857 16.8155 8.09002 8.72549 16.7655 140.744 65.9969 22.8644 14.1209 132.728 128.379 12.2428 116.137 80.7789 22.8728 57.9061 14.0879 7.04705
internal_count=7516 251 168 7265 1500 5765 1331 146 4434 877 3557 1074 2483 2463 2445 770 1675 291 972 800 733 90 643 214 135 429 67 385 104 1209 268 212 160 89 71 941 923 877 346 248 100 531 254 277 188 148 76 72 162 1185 839 172 119 1116 1068 125 943 646 193 453 121 74
is_linear=0
shrinkage=0.03


Tree=145
num_leaves=63
num_cat=0
split_feature=0 49 42 5 32 32 26 50 50 1 3 42 27 17 42 14 13 1 50 17 3 0 3 58 14 32 25 26 26 26 43 42 1 42 9 48 3 3 3 26 3 1 5 5 5 47 42 1 9 42 32 42 42 12 1 26 1 42 43 26 3 50
split_gain=0.98327 4.40342 4.01739 1.36489 0.835268 1.92069 3.642 1.58249 1.25823 1.70684 0.895417 0.950618 0.844101 1.27013 1.51632 1.90423 1.63896 1.54724 1.39615 1.11435 2.57279 2.02521 2.43613 1.15604 2.97822 2.1806 2.69589 1.40158 1.34331 1.99716 1.22666 1.12729 1.06573 2.44644 1.10652 1.05505 1.05413 2.07213 1.38454 1.03303 1.99115 1.21274 1.09869 3.30723 1.81373 1.0111 1.01868 1.44892 0.995086 0.964542 0.958975 3.37242 1.7442 1.7927 1.63633 1.04423 1.82766 1.90497 1.36834 1.9597 1.33139 1.0102
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.055792328889834257 0.53500000000000014 0.32000000000000012 8.5000000000000018 2.7040907083446837 3.315707808323157 3.6712391892834719 0.61250000000000016 3.7222509892493991 1.0000000180025095e-35 1.5000000000000002 4.2529124087693031 0.64237451737451756 1.0000000180025095e-35 3.7753934147262185 3.1963557881865921 1.5000000000000002 0.033908045977011504 29.500000000000004 0.13514669502693458 1.0000000180025095e-35 0.68011627906976757 0.18500000000000003 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 7.5000000000000009 -0.27499999999999997 3.567678236601139 3.505475127672971 3.5467622390330522 0.27500000000000008 1.5000000000000002 0.15606708256315469 0.19526143790849676 0.099019607843137278 11.500000000000002 0.5375000000000002 5.134415438056247 0.042572463768115944 0.054997132231196282 0.025657894736842109 3.5000000000000004 3.5462391892834719 3.6666825895759683 0.17500000000000002 3.6839835643916454 1.0000000180025095e-35 4.6403115322251036 3.584472279689018 0.47500000000000003 3.5565212271721318 13.500000000000002 3.7044269646841417 3.5876490396180452 0.17500000000000002 10.500000000000002 0.46250000000000008 2.2053316966240444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 10 -7 -6 9 -9 12 -12 19 14 15 -14 -16 -17 -18 20 -1 22 -22 35 25 26 28 -28 29 -25 -27 -29 34 48 -23 39 38 -38 -35 41 -41 42 44 -44 -21 46 -15 -48 -34 -24 51 52 53 54 -47 56 57 61 59 -58 -59 -52
right_child=1 2 3 -5 7 6 -8 8 -10 -11 11 -13 13 45 16 17 18 -19 -20 23 21 32 49 24 -26 30 27 31 -30 -31 -32 -33 33 36 -36 -37 37 -39 -40 40 -42 -43 43 -45 -46 50 47 -49 -50 -51 55 -53 -54 -55 -56 -57 58 60 -60 -61 -62 -63
leaf_value=0.031748673271057334 -0.031929566676985599 -0.025718337796893545 -0.0012151269776550571 0.033522956108465632 -0.0088856121850393929 0.00063063987185078623 -0.030134543781083899 0 0 0.035193912235891314 0 -0.019605436553503254 0.014467035028530899 0.0082950246514308015 -0.028082828278559582 -0.013001357067497794 -0.016536326340648538 0.0072877770985081683 0.0093886955731015635 -0.00035317673323914667 0.0070513395999262781 0.019766324774302065 -0.029983545051615386 0.0065567763594395184 -0.026575939287556288 0.022592088070055635 -0.0066802686462289138 -0.0041181576454088452 0.011279186478185077 -0.012346847158572516 0.00031815363628291606 -0.029681898922674706 -0.01943757790490562 0 0 -0.011025204521901583 -0.014810846189400945 0.003994441041325663 0.016564143555702453 -0.0051470125566187254 0.019711091846085733 0.017714030829234693 0.027476365787987515 0.0015048994816222871 -0.014949794202036378 0.0095653106276284393 -0.02064900291281601 0 0 -0.0085692318510407987 -0.015625439124975406 0.029319112492487229 -0.00029097707897977356 -0.0011586200461201209 0.036136646952327024 0.011602709030394847 0.0033237543970569983 0.028704310384378172 0.0054068153266315609 -0.014359322805410324 0.0034205672251361842 0.0047691716636827216
leaf_weight=2.3835513414815059 4.3962984466925246 1.9810880497097967 0.99745678715407837 3.0453693708404899 3.525111597031354 8.0054770214483124 5.4417059123516074 2.2721355445682985 4.13126484118402 3.4055347889661789 3.5358317196369162 4.2108993511646986 6.4631224200129571 4.2728756703436401 3.7971339225769025 8.4362123571336252 3.3896712828427553 4.9965030448511234 3.4841468650847673 224.1257528308779 5.2999614737927905 6.357498746365307 3.6118695801123959 9.0989446341991478 5.1623001582920542 3.7438985854387283 16.711036955937747 2.9496675897389633 7.8963881507515898 10.268985893577335 6.4455527663230878 6.0477401651442051 5.8381969705224019 7.439295404590669 4.1741663850843906 8.5172643661499006 5.816812681965529 39.517192497849464 11.300895358435808 60.44306930527091 2.7668573781847945 3.3581392131745806 4.6320437192916861 60.894950007088482 7.7855571769177905 7.7600063029676694 4.7517660632729513 7.685372106730938 4.6389265991747379 6.6575867626816034 2.9838052690029162 5.5136121409013858 25.856180837377906 5.4802657291293135 3.427314817905426 7.8555181734263888 7.9386503035202631 4.5166190201416594 8.6224103998392803 15.563928119838238 4.2261307053267956 6.3304487559944391
leaf_count=24 83 61 15 92 60 67 156 38 60 45 32 29 57 32 22 64 40 41 48 2003 51 63 29 75 83 30 198 82 57 98 54 168 40 89 37 49 75 407 133 661 28 44 36 564 88 68 31 71 33 89 26 107 240 34 29 55 88 50 72 112 35 68
internal_value=-0.000474719 -0.00955842 0.00630557 0.0238849 -0.000334594 -0.00048138 -0.0116387 0.00702104 0.0134003 0.0223259 -0.000256811 -0.0102805 -0.000133923 0.00181968 -0.003544 0.00109396 -0.0126044 -0.00501819 -0.00265354 -0.000696249 0.00208706 0.00126358 -0.00851493 -0.00136103 -0.00495656 -0.00301659 -0.00553579 -0.0124819 0.000838645 -0.00318316 0.00935711 -0.0222254 0.00313909 0.00176673 0.0120806 -0.000683165 0.00404057 0.00139531 0.0100406 -0.000418779 -0.00390555 0.000296112 6.75306e-05 0.00351011 -0.000881513 0.00320733 -0.0034242 -0.00799277 -0.0113925 -0.0171029 0.00431293 0.00747499 0.00437826 0.0118949 0.0187242 0.001576 0 0.00755456 -0.00431887 -0.00815559 0.0175032 -0.0013247
internal_weight=742.184 10.4202 6.02391 4.04283 731.764 718.43 13.4472 13.334 9.80894 5.67767 704.983 7.74673 697.236 153.352 30.5668 19.8958 10.671 13.4327 6.87382 543.884 103.036 100.652 15.5694 440.848 68.3245 63.1622 52.9728 25.7084 27.2643 19.3679 10.1895 8.99741 85.083 74.5513 10.5317 372.524 64.0742 45.334 18.7402 364.006 63.2099 300.796 297.438 65.527 231.911 122.785 16.71 12.4371 10.4771 10.2695 106.075 48.0374 42.5238 16.6676 11.1873 58.0375 50.182 18.057 32.125 23.5026 8.74275 9.31425
internal_count=7516 251 168 107 7265 7062 223 203 143 83 6839 61 6778 1390 272 162 110 105 88 5388 1070 1046 169 4318 845 762 678 448 230 173 84 250 877 777 100 3473 704 482 222 3424 689 2735 2691 600 2091 1118 134 102 73 118 984 478 371 131 97 506 451 179 272 200 85 94
is_linear=0
shrinkage=0.03


Tree=146
num_leaves=54
num_cat=0
split_feature=0 49 42 5 32 11 42 32 26 50 1 11 49 26 42 4 32 28 1 11 1 26 26 49 27 1 50 26 26 12 31 26 50 26 4 1 12 26 1 50 4 11 4 4 4 26 26 11 45 42 27 1 32
split_gain=0.953505 4.24604 3.86335 1.33755 0.789772 2.08141 1.96492 1.82893 3.55863 1.24749 1.69358 0.897715 0.814362 1.97267 1.99927 1.53043 2.13588 1.59938 1.0137 4.623 2.68064 2.63822 1.42102 1.20524 1.29752 1.46458 1.39282 1.0243 0.91464 0.886277 0.840976 0.839159 0.821983 2.31017 1.72575 1.71916 2.31807 1.55045 1.28817 1.09553 1.04131 2.21084 1.73946 1.19489 3.81546 1.24661 0.798575 0.737898 0.680659 0.619966 0.341274 0.227993 0.168209
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.055792328889834257 0.53500000000000014 0.72836123857922808 3.5031786463077683 0.32000000000000012 8.5000000000000018 2.8625437813686543 3.7197022760782956 0.87890860664678472 0.32500000000000007 7.5000000000000009 3.3965620836455082 0.39990933816863111 1.0000000180025095e-35 1.0000000180025095e-35 3.4792268092965979 0.86640860664678465 3.4948420730940497 9.5000000000000018 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.4334948141752979 2.533010400260828 9.5000000000000018 10.500000000000002 0.65000000000000013 0.16000000000000003 9.5000000000000018 1.7585441243211084 9.5000000000000018 0.41172122951176043 4.702810210776204 0.32500000000000012 11.500000000000002 5.1200721840520744 3.3361473422153938 0.37998564976997429 0.80039597484269975 0.44636015325670503 0.35355392156862753 0.35805860805860812 10.500000000000002 8.5000000000000018 0.75876062587851789 1.5000000000000002 3.7190869704136955 1.0000000180025095e-35 3.4855547771300555 0.15000000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 -6 -7 12 11 -8 -11 -9 18 -14 -15 16 17 -16 19 22 21 -20 23 24 25 26 -1 -27 31 32 52 -18 33 35 37 36 -22 47 40 -40 43 42 -42 45 -45 -34 -28 -35 -17 -38 -30 -23 -25
right_child=1 2 3 -5 5 6 9 8 -10 10 -12 -13 13 14 15 48 28 -19 20 -21 29 51 -24 30 -26 27 46 -29 50 -31 -32 -33 38 34 -36 -37 49 -39 39 -41 41 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53 -54
leaf_value=-0.016923457020374906 -0.031746692127782292 -0.025566487711372522 -0.0011845790697104864 0.033252098100489458 0.028992033140133169 -0.021177976415325449 -0.0054555121794121805 -0.0091422454903489925 -0.0300239137636692 0.033276211370402091 0 0.010376639957061399 0.011636148691524155 -0.024275224430107364 0.023228640653165947 -0.028112114975719412 -0.0027045844552012364 -0.0031996838882870329 0.003151161989731084 0.03238535220063319 -0.0063713948100799587 -0.014265983235800755 -0.01424530369510419 0.0056593316714232443 0.018770900306660905 0.0012716903070703945 0.010252275113744021 0.026052477400554039 -0.0040877803048925852 0.012889132166574625 -0.01685520910550245 -0.024436777483075458 -0.0015403678566005658 -0.021703939141312481 -0.027572624196299148 -0.012452683788801783 0.034574620603286851 0.0071340058183048177 0.021103048851458549 -0.0010881481663534878 0.0075304724977586883 -0.013923324328480979 0.00033797654510025999 -0.03192218947032778 -0.0019337804785499173 0.0020492843764276345 -0.0037623095772514599 -0.0042911051792380297 -0.0038321206722583289 0.0102989617813086 0.0088228157922777117 -0.031192753765412522 -0.0035940773034769621
leaf_weight=4.0209875442087748 4.2917088624089939 1.9349553892388938 0.99763849563896689 2.9806808698922396 2.7794695422053328 2.5870510321110469 3.0518975108861923 3.7038827985525113 5.300771376118063 2.571224395185709 2.3288711234927177 4.3017939850687981 5.4051553513854733 5.196380170993506 4.6590930148959222 2.7848749328404656 4.119676521047948 2.8890626579523087 4.5147930961102229 4.5276309996843329 3.3939800020307285 3.8788068927824497 4.585981346666812 3.1295029893517476 5.7591709326952687 3.6527475118637076 6.5506338924169523 3.2784365061670542 4.580160821788013 4.5264718085527411 3.6273647807538509 3.5764393042773008 258.1670101955533 4.4991385005414504 4.4275561207905403 3.2375640477985135 2.7025818172842264 4.996176177635788 4.6227795537561169 2.5638487078249454 49.786411009728909 6.9300417788326731 81.529252687469125 4.3458811230957499 27.768175804056227 130.43849417287856 7.0524152424186468 6.4482401292771101 2.7329290974885225 3.2157299481332302 2.7197160348296165 4.0991755947470665 3.2661146782338619
leaf_count=39 83 61 15 92 32 38 59 38 156 47 27 29 48 33 58 34 39 22 38 49 32 36 46 28 59 29 61 38 58 30 25 31 2276 37 52 27 32 55 61 31 528 54 978 31 283 1267 68 58 41 41 22 31 33
internal_value=-0.000460405 -0.00949877 0.0061771 0.0235371 -0.000323426 0.0068325 0 -0.000466481 -0.0114117 0.00797455 0.0174015 0.000612166 -0.000247965 -0.00446917 -0.00731984 -0.00381826 -3.34577e-05 0.0125173 0 0.00412223 -0.000333695 -0.0139792 0.00100983 0.00295393 0.00602569 0.00266656 -0.00165564 0.0142363 -0.00682726 -3.67994e-05 -0.00568579 -0.0139267 -0.000148746 -0.00474666 -0.011037 0.00500622 0.011841 -0.0057886 0.000109604 0.0125589 -4.41616e-05 0.00220137 0.00311783 -0.000796978 -0.00635014 -0.000319607 0.00260258 -0.0122467 -0.0176904 0.0231329 2.93164e-05 -0.024247 5.84142e-05
internal_weight=741.037 10.205 5.91327 3.97832 730.832 13.3185 10.539 717.513 13.3064 7.95199 4.9001 8.00568 704.207 38.6635 33.2583 28.062 22.5441 7.54816 665.543 49.451 616.092 12.4928 44.9234 40.3374 30.3144 24.5552 17.624 6.93118 14.996 603.599 10.023 7.69612 599.073 32.921 20.3711 12.5499 9.31229 15.9436 566.152 7.18663 558.965 138.246 131.316 420.72 32.1141 388.606 13.603 10.9474 5.5178 5.91831 7.29988 7.97798 6.39562
internal_count=7516 251 168 107 7265 203 171 7062 223 133 74 67 6839 386 338 305 230 80 6453 475 5978 105 426 380 294 235 168 67 150 5873 86 70 5843 334 202 132 105 150 5509 92 5417 1560 1506 3857 314 3543 129 95 75 73 80 67 61
is_linear=0
shrinkage=0.03


Tree=147
num_leaves=63
num_cat=0
split_feature=0 49 43 58 50 40 11 43 47 26 3 3 26 26 3 21 40 50 21 3 11 11 21 11 21 43 43 36 26 49 4 11 34 26 50 26 3 4 3 21 3 11 21 26 11 43 47 3 3 11 11 21 11 11 25 43 26 50 26 50 49 40
split_gain=0.923844 4.09441 2.00198 0.771717 2.08153 2.20673 2.06664 2.04336 1.37816 1.58142 1.79068 1.33736 1.30016 2.58779 1.06087 0.956017 2.3824 2.65487 2.55876 2.18918 2.08141 2.27357 1.85956 2.42564 2.51282 2.52947 1.98125 1.94843 2.03304 1.67859 1.68351 1.61971 1.5208 1.54916 1.50962 1.27091 1.25873 1.64604 1.22643 1.13492 3.70825 3.11203 1.11272 1.06199 2.32801 1.05556 0.937072 0.886065 1.90643 2.06257 1.77817 1.84006 1.32181 0.974721 0.96305 0.85455 0.837087 0.802288 0.766788 0.723616 1.31143 0.721638
threshold=51.500000000000007 0.19000000000000003 0.25000000000000006 1.0000000180025095e-35 2.4194005465518993 1.0000000180025095e-35 0.88420077387660712 -0.37499999999999994 3.5000000000000004 5.5000000000000009 0.48750000000000004 0.5375000000000002 4.5000000000000009 6.5000000000000009 0.61250000000000016 0.4109640474436812 1.0000000180025095e-35 2.8153069638604364 0.46096404744368102 0.58750000000000002 0.93464361590809553 0.94856640057007624 0.40142787597286578 0.91640860664678481 0.37685084802867397 -0.17499999999999999 0.52500000000000013 1.0000000180025095e-35 8.5000000000000018 0.32500000000000007 0.39990933816863111 0.88746759124415953 1.0000000180025095e-35 10.500000000000002 2.7815080780430619 7.5000000000000009 0.11651583710407241 0.21807065217391305 0.43750000000000006 0.32809916640504755 0.46250000000000008 0.88503641909269792 0.39116643587525701 10.500000000000002 0.65311421021539628 -0.22499999999999998 3.5000000000000004 0.56250000000000011 0.48750000000000004 0.94242556901957375 0.87795077387660703 0.31741475425163068 0.86911039442876203 0.85186166279661713 1.0000000180025095e-35 0.17500000000000002 9.5000000000000018 3.0678793895128593 11.500000000000002 2.7040907083446837 0.12000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 14 11 7 46 -6 9 -8 -11 55 -9 -14 15 19 20 18 -18 22 32 57 23 24 26 -26 29 28 -25 39 31 -31 35 34 -34 -17 -28 -38 43 41 -41 -1 -30 44 -19 -35 -7 48 50 56 52 -52 53 -15 -53 -5 -50 -22 -58 -27 -61 -24
right_child=1 2 -4 4 5 6 8 12 -10 10 -12 -13 13 47 -16 16 17 38 -20 -21 21 -23 61 27 25 59 36 -29 42 30 -32 -33 33 45 -36 -37 37 -39 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 49 -51 51 54 -54 -55 -56 -57 58 -59 -60 60 -62 -63
leaf_value=-2.9905142390100849e-05 -0.031565722518717337 0.017408484806932443 -0.019551792655124901 -0.022983304844647015 0.022802008136055641 -0.0071004464655628563 0.014774110409939849 -0.013589764193970417 -0.025407413387215777 -0.03014894460154232 0.003662066066680398 0.0038608329461794393 0.016083398755741753 -0.010827079363414101 -0.012422476170422062 0.037148648741221361 0.030395168720568105 0 -0.00042772321705192523 0.02248593219443672 -0.02535656175804293 0.0047166333873359632 -0.0025982231766412196 0.032038328377825102 0.007302514406053051 -0.032627359243629556 -0.0026914082785587726 -0.0040699007548744941 -0.0018706950601851105 0.0012464444166166942 -0.021906797346096813 -0.01799895803815723 0.0052397779274934069 -0.0026777981393532224 -0.02036759642370756 0.0052518363770035492 0.0020813027260898069 0.036480634624092782 -0.0016134127650859588 0.01011834204268228 -0.0045356433424772261 -0.016373097906380776 0.016140594336562602 0 0.044681146506568639 0.016036923365472692 0.015794713009535041 0.0097655091983869305 -0.0045754814426832435 0.011247162066542334 0.023420811323722601 0.0075109547675043494 -0.021145847092571494 0.007574839133458449 -0.002536634296058932 0 -0.025228113169885897 -0.0077293909462487617 -0.0039664553327697213 0 -0.022266437798015813 -0.016632954633272148
leaf_weight=358.978331271559 4.1895170276984555 4.2278067925944924 1.5777771631255744 8.1836922327056509 3.4419544190168372 2.6342453304678228 2.0118051916360837 5.8199263736605635 7.3394853044301271 2.7884589824825525 2.0706198029220104 2.4733375944197169 8.8019808456301671 4.79804779589176 5.785796830430626 1.9187822900712515 7.8873045435175317 2.099195251241329 2.9150113854557276 3.5987094119191161 5.4055828675627726 6.6720536835491648 7.4837168045341942 4.6207399293780353 3.9190926961600772 3.1931021260097614 2.0992324752733102 5.8834221065044394 5.1247058510780317 15.462732235901063 5.7681082859635344 4.8761248691007486 2.9756750427186516 3.9383896719664371 4.6532092830166221 3.7860168647021055 2.7292162925004959 3.0439142528921366 14.296611949801443 36.077989405952394 26.375440660864115 10.626247070729731 5.8995655924081802 2.726991880685091 1.9601080529391763 5.9152822429314202 3.0325353164225817 6.0992285069078198 6.8741406053304734 3.0829752683639517 4.0224795229732981 15.575839146971701 4.3716921620070925 5.0083793886005878 17.508180875331163 2.2153893671929827 7.0261502321809512 6.7570597622543573 2.9642691817134619 3.4241182021796686 5.139254298992455 8.2493783198297024
leaf_count=3470 83 128 40 169 27 42 23 69 111 57 46 48 67 62 35 34 78 35 41 30 31 50 64 38 56 26 23 57 34 153 64 31 33 33 46 64 21 50 98 310 182 66 43 30 30 51 45 76 62 40 46 121 50 67 267 49 89 44 35 38 45 63
internal_value=-0.00045017 -0.0094394 0.00604815 -0.000316397 -0.00243085 -0.00108567 -0.0101475 0.000757025 -0.0162845 -0.00524776 -0.0149797 -0.013817 -5.07401e-05 0.00082394 0.000124196 0.000260076 0.00345304 0.00962968 0.0216757 -0.000181174 -0.00111494 -0.00858953 -0.000358512 -2.70704e-05 -0.000481015 -0.0122205 -6.82056e-05 0.00976505 0.0153322 -0.000340446 -0.00770079 -0.00320574 0.00472152 0 -0.00973426 0.0178912 0.0146486 0.0218372 0.00303002 9.37771e-05 0.00383916 -0.000524603 0.00734923 0.0134373 0.0228159 0.00805562 0.00424979 -0.000872536 -0.0018922 -0.00974295 0.00107085 0.00462296 -0.00774329 -0.000865606 0.00203018 -0.0185812 -0.0140186 -0.0163324 -0.01971 -0.0192437 -0.0129379 -0.0104501
internal_weight=740.406 9.9951 5.80558 730.411 128.145 115.272 19.8771 95.3952 14.2104 6.87088 4.85908 12.8724 91.9533 86.1334 602.266 596.48 73.9073 31.8852 10.8023 522.573 42.0221 18.8347 518.974 503.241 481.713 15.6756 466.037 21.5284 15.645 458.165 26.107 20.3389 23.1874 17.4826 7.62888 5.7048 7.87236 5.77313 21.0829 432.058 62.4534 369.605 11.0243 6.7863 4.0593 9.85367 5.66678 77.3314 71.2322 19.9475 51.2846 37.1065 14.1781 9.80643 33.084 10.3991 16.8646 12.1626 9.99042 11.7565 8.56337 15.7331
internal_count=7516 251 168 7265 1668 1402 324 1078 237 126 103 266 1051 982 5597 5562 698 312 119 4864 386 125 4834 4707 4535 165 4370 172 115 4276 248 184 261 163 79 98 94 71 193 4028 492 3536 77 95 65 84 87 915 839 226 613 434 179 129 388 218 186 75 124 109 83 127
is_linear=0
shrinkage=0.03


Tree=148
num_leaves=63
num_cat=0
split_feature=0 49 42 43 32 11 50 32 26 11 43 11 3 42 32 13 37 42 4 42 11 0 13 0 50 43 29 13 4 26 26 32 4 43 3 3 50 43 58 11 4 23 3 42 42 11 11 26 29 11 43 3 50 53 42 4 11 42 43 4 11 48
split_gain=0.885813 3.95668 3.69249 1.05765 0.763865 1.967 1.90354 1.73271 3.43928 1.1731 0.889313 0.840628 0.800273 0.907939 0.755505 3.24155 2.75564 2.61282 2.43093 1.99387 1.47886 2.77262 2.54932 1.80989 1.74646 4.23805 2.02193 1.38053 3.49873 2.72612 2.52394 2.27645 2.11057 2.43694 2.00856 1.93996 1.44032 1.38805 1.50335 1.24636 1.68851 1.20903 1.09617 3.4107 1.77943 3.15296 2.7357 2.02854 1.89559 1.2643 1.08378 1.03295 1.02306 1.02079 1.63415 0.875611 0.825187 1.36292 1.16868 0.732202 0.719701 1.33025
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 1.0000000180025095e-35 0.53500000000000014 0.72836123857922808 2.7040907083446837 0.32000000000000012 8.5000000000000018 0.87579466157694208 -1.0000000180025095e-35 0.87890860664678472 0.61250000000000016 3.7222509892493991 1.0000000180025095e-35 0.90000000000000013 1.0000000180025095e-35 4.8244373509905714 0.47434210526315795 3.885512953955101 0.80039597484269975 39.500000000000007 0.70000000000000007 31.500000000000004 2.9797363981426757 0.074999999999999997 1.5000000000000002 1.0000000180025095e-35 0.35948717948717951 12.500000000000002 6.5000000000000009 0.17500000000000002 0.27543103448275869 -0.22499999999999998 0.084523809523809543 0.15606708256315469 1.7585441243211084 -0.52499999999999991 1.0000000180025095e-35 0.77797477189427933 0.39212852771166279 1.0000000180025095e-35 0.56250000000000011 3.7222509892493991 3.7222509892493991 0.93464361590809553 0.92591708652102567 9.5000000000000018 1.5000000000000002 0.91640860664678481 -0.52499999999999991 0.086335403726708088 2.9797363981426757 1.0000000180025095e-35 4.352747819918128 0.37245222489560004 0.74371368725056064 4.87152173002832 -0.47499999999999992 0.37377450980392163 0.66984370007492833 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 -6 -7 12 11 -8 -11 -9 14 -14 15 17 60 19 39 42 21 22 23 -21 26 -26 -23 28 29 32 -29 -31 34 -34 -16 51 -32 -36 -39 40 55 -18 44 -44 46 -46 49 -48 -47 -1 -38 -30 -24 56 -55 -19 58 -58 -52 -43 61 -17
right_child=1 2 3 -5 5 6 9 8 -10 10 -12 -13 13 -15 27 16 41 18 -20 20 -22 24 52 -25 25 -27 -28 30 35 31 36 -33 33 -35 37 -37 50 38 -40 -41 -42 59 43 -45 45 48 47 -49 -50 -51 53 -53 -54 54 -56 -57 57 -59 -60 -61 -62 -63
leaf_value=-0.0011055574788666944 -0.031386551657054847 -0.025421220687827598 0.032770989813849467 0 0.028397885291304062 -0.018878416799771123 -0.0029518626597862772 -0.0088904247935027905 -0.029887913449946832 0.000469084445942385 0.031393553392733392 0.010026937592676279 0 -0.018875605130715192 0.025012234197533643 0.018174086011553688 -0.015621071646795048 0.0055274881531303839 -0.015201278837008329 -0.010900746761552923 -0.02362000486729279 0.024209189392960233 -0.0094434064909141597 -0.034211059228606296 -0.023084683146499481 0.014161594522113461 -5.5924718470080957e-05 0.022915566316064288 0.0060763090101909082 -0.02947672331022675 -0.017928090616053317 -0.0038029391168579018 0.00043012166112596338 -0.022878075021428974 0.012498523264298629 -0.0010511912672081334 -0.015125654127806722 0.0027245499827065812 -0.0033208425993719263 0.023878837833758316 0.0177449937138906 0.015362490098443928 0.02364557744568116 -0.0087286026714682805 0.020418254572507229 -0.0051068940431322164 -0.027837153411439112 -0.0016847613167956289 0.015678470449165309 0.0077186926626202669 0.013424267690550018 0.026500051378960138 0.010395054316388527 0.0048255592754872971 -0.019967814217432375 -0.014444142319732742 -0.014587515512922157 -0.0019734124182323237 -0.0008188687968468506 -0.0012033023757966447 0.021950347212964346 -0.0080662784661896959
leaf_weight=162.16726536676288 4.0896822297945601 1.8934664689004419 2.7123494790866975 1.1711126202717421 2.7544273473322383 2.9806710705161077 3.3866561353206635 3.6947702653706056 5.1255919225513935 1.9143551923334587 2.2393811345100412 4.2862466722726822 3.5316485818475476 4.197790864855051 2.9814768731594077 4.0151460464112487 3.3940209895372382 4.4560058955103212 2.7924685757607213 12.729159001260998 3.9919554516673079 5.4951051920652407 3.7977165319025534 4.5916557125747195 5.5667579434812051 4.9023342207074165 5.703241229057312 2.9680085014551869 4.516161762177946 4.9010828323662254 6.3150445483624926 9.8933580964803696 7.9437124878168106 7.0893959105014783 8.4893152415752393 5.2012162059545508 6.5614574514329425 86.937711542472243 64.031666593626142 6.7960546445101491 6.9919424541294575 3.4672343544662017 6.4127624370157701 4.7674541845917702 9.7540247738361376 16.079317152500156 5.6706758923828584 5.9139949306845665 5.0131297856569281 15.803079918026922 5.393103362992405 7.7656120210886002 5.1684385873377323 3.0091282073408347 6.8448474761098623 3.0355409290641546 10.082720927894114 37.82368391007185 68.530012778937817 5.2645245613530278 12.129996843636034 2.4340426307171583
leaf_count=1132 83 61 75 32 32 55 40 38 156 34 42 29 32 29 21 136 30 54 27 171 33 56 29 54 35 40 42 60 31 131 74 57 51 41 60 36 64 642 901 97 94 76 52 30 80 111 34 41 41 116 54 58 45 42 127 26 92 357 675 118 361 43
internal_value=-0.000438548 -0.00929783 0.00586265 0.0230831 -0.000308022 0.00674104 8.76128e-05 -0.00044886 -0.0111834 0.008654 0.0191956 0.000532593 -0.000237165 -0.00972374 -0.00012036 0.000885678 0.0101481 -2.54078e-05 0.00940139 -0.000852969 -0.0061586 -0.00448837 -0.0110549 -0.0177426 0.00323207 -0.00514257 0.0115406 -0.00108972 0.000449359 -0.000694792 -0.00331619 -0.012988 0.000309685 -0.0103239 0.00134215 0.0132369 -0.00392713 0.000831219 0.000119785 0.0130208 0.00726138 -0.000517621 0.000315545 0.0094026 -0.000126319 0.00650125 -0.00124216 -0.0152506 0 -0.000280538 -0.00321925 0.0196884 0.00131496 -0.00255845 -0.0118545 -0.00195001 -0.0017392 -0.0048026 0.000172719 0.00489964 0.01736 0.00742339
internal_weight=739.562 9.86661 5.77693 3.88346 729.695 13.2755 10.5211 716.42 13.1066 7.54039 4.15374 7.98102 703.313 7.72944 695.584 338.305 30.705 307.6 24.072 283.528 51.9464 47.9544 26.287 17.3208 21.6674 10.4691 11.1983 357.279 209.751 192.268 147.528 14.7944 177.473 15.0331 162.44 17.483 144.56 159.459 150.969 21.2795 14.4835 12.1258 231.582 11.1802 220.401 30.8465 189.555 11.5847 21.0924 177.97 138.245 12.2818 8.96616 131.683 9.85398 7.49155 121.83 47.9064 73.9231 8.73176 18.5792 6.44919
internal_count=7516 251 168 107 7265 203 171 7062 223 116 76 67 6839 61 6778 3204 764 2440 298 2142 505 472 299 225 173 75 98 3574 2029 1904 1545 188 1716 92 1624 125 1485 1603 1543 271 174 224 1637 82 1555 232 1323 75 152 1248 1411 89 74 1347 169 80 1178 449 729 194 540 179
is_linear=0
shrinkage=0.03


Tree=149
num_leaves=63
num_cat=0
split_feature=28 31 13 3 3 17 3 3 11 11 39 3 3 36 21 11 27 17 21 12 31 32 58 31 24 3 3 5 32 13 24 11 11 9 3 9 47 32 13 12 11 11 3 3 11 9 3 17 11 21 49 11 21 21 3 13 11 21 11 11 3 11
split_gain=0.653 1.76307 1.86957 2.24065 3.8889 1.19468 1.34628 3.54464 2.11774 1.63791 1.36339 1.30672 2.60661 1.24639 1.66335 1.19224 1.15874 1.63406 1.49647 2.26885 1.30769 2.39237 3.08742 4.38512 2.77816 1.7542 3.73549 2.17305 1.49636 2.31535 2.26463 1.82144 3.64003 1.43498 1.34397 1.52178 1.27014 1.20902 5.46045 2.01247 1.52724 2.3166 1.36647 1.16685 1.16539 1.20775 1.15381 1.12209 1.25248 1.10167 2.94437 2.92136 2.13309 1.24857 1.09468 1.34913 1.04691 1.62635 1.91145 1.12203 1.04498 1.77587
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 0.14636377836788436 0.41250000000000003 1.0000000180025095e-35 0.14421005268680295 0.17752100840336138 0.73898114900723588 0.72354706266665803 1.0000000180025095e-35 0.14976474159690528 0.24662162162162166 1.0000000180025095e-35 0.44209185988959432 0.68059878154418929 1.0000000180025095e-35 1.5000000000000002 0.30797866047458744 0.4250000000000001 0.16000000000000003 0.17500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.072751322751322761 0.048809523809523817 0.34891304347826091 0.32000000000000012 0.70000000000000007 1.0000000180025095e-35 0.72089874767532247 0.70363943833870479 0.32500000000000007 0.56250000000000011 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.4250000000000001 0.88420077387660712 0.87112665353530638 0.41250000000000003 0.097406704617330822 0.74047860581083624 0.27500000000000008 0.099019607843137278 1.5000000000000002 0.75611338215075197 0.40142787597286578 1.0000000180025095e-35 0.88913030679303295 0.31181102330013211 0.30158932315388387 0.5375000000000002 1.0000000180025095e-35 0.94714361590809559 0.38245561072500711 0.90149954435563784 0.92591708652102567 0.43750000000000006 0.75611338215075197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 -2 -5 11 8 -8 9 10 15 -3 -13 14 49 -7 20 18 46 -20 21 22 23 33 -25 26 -22 37 29 30 34 32 -31 -1 35 -23 -19 38 39 40 41 47 -42 -40 -26 -46 -18 -27 -49 50 51 53 -52 -9 55 -30 57 58 -41 -59 61 -38
right_child=1 5 -4 4 -6 6 7 13 -10 -11 -12 12 -14 -15 -16 -17 17 36 19 -21 25 28 -24 24 44 27 -28 -29 54 31 -32 -33 -34 -35 -36 -37 60 -39 43 56 42 -43 -44 -45 45 -47 -48 48 -50 -51 52 -53 -54 -55 -56 -57 -58 59 -60 -61 -62 -63
leaf_value=-0.00047008125991676423 -0.0072936626717719595 0.020288964029224629 0.029592394581746565 0.026321074340137172 0 0.0021309148603529632 0.014209912259661681 -0.008444290559916157 -0.015703809979541263 0.017498269299409359 0.012075906398129896 -0.017894101426696778 0.012940315497595322 0.01076944560543109 0.011657818430552703 -0.015260368563538247 0.0025882405713118918 -0.006708270125966866 0.019151637008824534 -0.006222811873606582 -0.0019256626000563719 0.018411642264084149 -0.012772132587622234 -0.030552311541782996 -0.014369585796262468 0.0074753027907806776 0.035569628163683566 -0.023510465323116441 -0.01476188382641643 -0.0064431796324487707 0.024489618640654021 -0.0175618278030421 0.031395693263772784 0.018179457489080293 -0.013537399585967291 0.0025426581039176858 0.0010737317026138203 -0.0045667799521254228 0 0.012920214832650476 0 0.016007327473564072 -0.020560548924533635 0.027313277923749484 0.0086332376569537381 -0.009102925291053332 -0.013681602114877163 0.0010465993685001597 -0.014025906783718494 -0.014378331305013399 0.025793093768503604 0.0053082303620849147 0 -0.025556860388978305 0.0072460446882039366 0.0096129327888902893 -0.0083919492423031698 0.024825787853494295 -0.0081516190230574194 0.0067554516381896686 -0.00041251438521193895 0.0099677074938643168
leaf_weight=92.970322503708303 8.9657256696373242 4.7180733792483798 3.0009631272405377 8.0780815742909926 13.335154488682745 4.8794220536947313 14.090886088088153 13.345488783903425 13.25149794667959 3.5777168683707705 3.1989432834088793 3.7516436502337438 6.2835945626720786 5.4945080876350394 5.2473468203097573 8.8128047529607993 4.3670779056847122 11.119977775961159 4.7949721505865446 8.0859291944652778 5.3622460309416038 6.0506315100938073 37.828272925689816 6.2130322698503724 12.356283299624922 4.5387800373137059 3.7285377355292439 3.3175190240144721 12.835335196927192 13.627727285027509 4.698895923793315 7.9811165612190953 2.5412049796432248 3.6583989113569251 3.7718271948397151 58.459940877743065 43.019834793172777 31.748354613780975 1.9975477466359723 6.0559456497430828 5.3066306598484507 5.6057435497641555 8.3277282789349538 8.3677038857713324 5.7425596937537176 7.7792259668931365 15.675129880197344 6.9912875890731838 12.403020866215227 10.269681956619023 4.2689220849424583 9.1187537014484388 7.0294140912592411 6.6997417006641617 3.106839343905448 1.9698637723922718 4.2712527289986602 5.3252271935343769 9.9730662172660214 10.792524039745329 36.784103194251657 41.060607323423028
leaf_count=893 78 47 84 78 91 45 155 99 118 33 28 34 54 43 52 83 41 95 56 57 47 56 587 103 139 34 48 18 242 180 40 89 39 51 35 571 444 342 38 43 36 41 46 264 46 81 148 50 78 63 38 62 51 41 46 33 27 42 109 77 294 433
internal_value=-0.000428164 0.00126884 0.00737523 0.00480511 0.0101691 -0.000335384 -0.00146722 0.000688539 -0.00645057 -7.57698e-05 -0.00431039 0.00755493 0.000702343 -0.00234954 -0.00377776 -0.00868938 -0.000898871 0.00120655 -0.00468786 0.00291265 -0.00174868 -0.00291322 -0.00521174 -0.00292698 -0.0125017 0.00065248 0.0132417 -0.000234695 0.000365546 0.0018877 0.00459736 -0.00602495 0 0.000210123 0.00307332 0.00417608 0.00272714 0.000388085 0.00220961 -0.000405406 -0.00484525 -0.000769504 -0.0131029 0.0224849 -0.00773674 -0.00111726 -0.00984954 -0.00504778 -0.00833111 -0.00553161 -0.00307901 -0.0082159 0.00957114 -0.0146562 -0.00748706 -0.011034 0.00469185 0.00665689 0 0.0133246 0.00365444 0.00550163
internal_weight=738.031 157.418 33.3799 30.379 21.4132 124.038 109.285 75.5647 33.7204 20.4689 16.8912 14.7533 10.0352 61.4739 55.9793 13.6922 580.612 164.908 32.9231 12.8809 415.705 281.591 166.548 128.72 32.0911 134.113 9.09078 125.022 115.043 97.1313 72.9813 24.15 16.1689 96.6287 68.2824 64.5106 131.985 121.705 89.9565 79.5912 43.1732 29.5388 13.6344 10.3653 25.8781 13.5218 20.0422 23.9331 19.3943 50.732 40.4623 29.164 11.2983 20.0452 17.912 14.8052 36.418 32.1468 16.029 16.1178 120.865 84.0804
internal_count=7516 1377 331 247 169 1046 911 604 307 189 156 135 88 449 406 128 6139 1568 302 113 4571 3231 1900 1313 369 1340 95 1245 1331 1010 702 308 219 944 662 627 1266 1227 885 583 285 203 82 302 266 127 189 162 128 354 291 202 89 140 321 275 298 271 152 119 1171 877
is_linear=0
shrinkage=0.03


Tree=150
num_leaves=63
num_cat=0
split_feature=0 49 42 5 14 14 31 1 4 31 2 25 13 43 31 26 50 34 42 3 13 0 0 13 1 50 13 26 4 1 25 31 26 26 35 14 14 1 42 1 4 31 31 4 3 3 14 9 31 26 41 14 1 1 1 42 26 31 31 42 42 14
split_gain=0.86959 3.79921 3.5512 1.28299 0.701956 0.965558 0.995209 0.914688 2.26838 1.44303 0.788737 5.4181 11.2235 3.32605 2.41867 2.65002 3.49833 2.36733 2.52151 2.25449 4.57256 3.95161 4.5751 3.45273 2.22505 1.9683 2.95556 2.10172 1.93193 3.11395 1.79396 6.71885 3.14893 1.71346 1.79629 1.6871 2.31966 3.54843 1.60516 1.71422 1.57991 1.6811 2.37597 2.49474 1.83855 1.82561 1.67988 3.56437 1.60716 1.44566 3.46135 2.6324 3.37528 2.53235 2.50514 3.25998 2.32249 3.3083 2.30739 3.55222 2.48552 2.12134
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.055792328889834257 0.81042228212039547 0.75795454545454555 0.23000000000000004 4.500814583693912 0.63981481481481495 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.52500000000000013 0.16000000000000003 7.5000000000000009 2.8153069638604364 1.0000000180025095e-35 4.8037733451769924 0.13514669502693458 1.0000000180025095e-35 37.500000000000007 27.500000000000004 0.70000000000000007 4.6671121786567591 1.7585441243211084 1.0000000180025095e-35 9.5000000000000018 0.39990933816863111 4.8037733451769924 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 12.500000000000002 1.0000000180025095e-35 0.61948410123296571 0.64042253521126769 4.7537168748336507 4.1231023388601686 4.500814583693912 0.22361111111111112 0.2950000000000001 0.23000000000000004 0.28269230769230774 0.057983193277310933 0.1236388219978657 0.68982758620689666 0.12500000000000003 0.31000000000000011 10.500000000000002 1.0000000180025095e-35 0.66565040650406515 3.7556752830605151 3.5228967779734712 3.7166825895759685 3.7753934147262185 11.500000000000002 0.16000000000000003 0.28500000000000009 3.7544269646841415 3.5538288087861587 0.7025418275418277
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 10 7 8 -7 -10 19 13 35 14 15 17 25 18 24 20 21 22 -1 -22 -12 -17 -27 -28 -18 -30 49 32 -32 34 -34 -13 -37 38 -38 -40 -16 42 44 -44 -42 -46 47 -43 -49 53 51 52 56 -21 -52 -56 57 -51 60 -60 -55 -53
right_child=1 2 3 -5 -6 6 -8 -9 9 -11 11 12 -14 -15 40 16 28 -19 -20 30 23 -23 -24 -25 -26 26 27 -29 29 -31 31 -33 33 -35 -36 36 37 -39 39 -41 41 46 43 -45 45 -47 -48 48 -50 50 54 61 -54 58 55 -57 -58 -59 59 -61 -62 -63
leaf_value=0.013198661767225584 -0.031206221306352623 -0.025295520745419669 -0.0015039038932357445 0.032534542313895708 0.012833532786925854 -0.029069111252271296 0.0034619783446875082 0.0011390112081889681 0.0075906992737745449 -0.019606203627491773 0.012184863787900116 -0.016516123111295977 0.028875994770741712 0.025932325036315575 0.014575512530376263 -0.019875017508025224 -0.019994457368596601 -0.0060734759895704031 0.027262015971270318 0.0067785426733413734 -0.034716279135501557 0.018572320519238492 -0.026978297094284093 -0.0025184862451759866 -0.016427653710107338 0.027620505781380107 -0.017676591819236739 0.0029994941201127953 0.014376708268518721 -0.015290685086461172 0.0018684015063332531 -0.031279151938667392 0 -0.027783068320755513 -0.011597887562751335 0.019226378894820009 0.01044341868639524 -0.0263151355446948 -0.027943768941112151 0.0065112789964807604 -0.017855758631274265 -0.02832339430243468 -0.0049781208032333652 0.019833455006698014 0.010837743748764946 -0.0025167234276202979 0.0080132923144083275 -0.0076677366052305346 0.0068999925990785114 0.029316974846171164 -0.0086642335736608171 -0.0070325193934008276 -0.0027799535159708328 -0.01999594030192077 0.030474025062632863 -0.0024152627934569434 0.029052673758931225 0 -0.0008456222559309601 0.022982859984500913 -0.0032439748476004622 0.0085142796576919352
leaf_weight=3.953030297532683 3.9910019524395448 1.8556413492187855 0.97967821173369918 2.8424727339297533 3.428057816810905 5.2467663101851958 5.5136520164087406 3.6567385904490939 4.2995209712535143 2.5797327421605587 6.4294825568795186 5.0012124702334431 17.940955775789917 3.8575492156669489 7.6174963638186446 4.0482674390077618 22.552518799901009 14.182305313646793 5.2261951602995405 32.552195676602423 7.7080517187714559 6.9590450525283805 5.991469569504261 5.5693849138915539 3.6247579678893089 3.3585552200675037 5.4774564988911179 18.979933256283402 4.5164200384169808 9.0248930994421226 89.956297202035785 7.0039320765063158 25.808015938848257 3.3979724748060098 23.745502406731248 5.4598597697913673 10.898133208975198 4.2165596634149543 2.2677226047962895 2.1786032877862453 4.4464503107592455 5.6861580777913323 4.4877285817638066 12.82096115592867 13.889998011291025 25.275484574958682 7.8798229563981286 18.840175630524758 10.095787791535257 4.9724774733185795 25.35831281170249 13.604302205145361 7.7706845924258223 8.8436954487115127 3.7022009762004 7.9120094841346145 11.864556804299353 9.4040791168808919 24.119469985365871 6.9784941598772994 87.183357380330563 17.826988957822323
leaf_count=30 83 61 15 92 48 53 61 30 52 33 58 31 320 60 75 40 229 103 60 267 65 50 58 76 29 28 65 181 48 77 884 113 208 122 613 43 73 22 49 21 33 31 45 174 142 249 91 200 147 38 169 92 50 60 33 64 98 67 176 78 695 158
internal_value=-0.00041386 -0.009279 0.00565056 0.0226773 -0.000285221 -0.000359173 -0.00662923 -0.0105292 -0.014496 -0.00202641 -0.000158714 0.00114067 0.0102353 -0.000893291 -0.00144283 -0.00490285 -0.00817432 0.00244502 0.0107152 -0.000937295 -0.00883214 0.00121257 -0.0104708 -0.0218935 0.00116513 -0.000716477 0.00197963 -0.00149359 -0.0145527 -0.00489388 -0.000340406 -0.00296691 -0.00149562 -0.00730899 -0.00567841 -0.00082307 0.00218188 -0.00241838 0.0040164 -0.0102166 0.00154223 0.000498092 0.00373913 0.0130743 0 0.00209801 -0.00400273 -0.00694013 -0.00236664 0.00114014 0.00392658 0.00808994 0.0138736 -0.000612202 -0.00328522 0.00789923 0.0190158 0.0100361 -0.00255951 0.00442256 -0.00488747 0.00159361
internal_weight=736.86 9.66879 5.67779 3.82215 727.191 723.763 21.2964 15.7828 12.126 6.87925 702.467 260.281 47.963 212.318 208.461 97.4208 67.958 29.4627 15.2804 442.186 30.181 16.9035 9.9445 13.2774 10.0542 31.8642 27.8159 24.4574 36.0938 13.5413 412.005 149.912 142.908 52.9515 49.5535 30.0221 25.0209 19.561 15.3445 4.44633 111.04 103.423 60.9206 17.3087 43.6119 39.1655 42.5019 34.6221 28.936 262.093 102.416 65.4431 34.0118 159.677 36.9725 11.6142 26.2411 14.3766 127.125 31.098 96.0271 31.4313
internal_count=7516 251 168 107 7265 7217 229 168 138 85 6988 2724 559 2165 2105 918 668 250 147 4264 279 138 88 141 87 314 274 246 354 125 3985 1940 1827 943 821 239 208 165 143 70 1187 1112 643 219 424 391 469 378 347 2045 769 503 253 1276 266 97 203 105 1009 254 755 250
is_linear=0
shrinkage=0.03


Tree=151
num_leaves=63
num_cat=0
split_feature=28 1 1 21 11 42 42 47 43 42 1 42 42 2 34 13 3 49 43 11 4 4 1 3 32 1 3 32 1 47 1 42 47 3 43 43 4 21 43 4 24 13 42 32 58 12 21 43 43 42 1 3 13 42 11 21 1 1 21 3 42 29
split_gain=0.615128 2.21907 1.35135 1.2211 3.84953 1.33991 1.18231 1.37985 2.02062 1.39274 1.3713 2.71366 4.0362 1.6341 1.39412 1.98056 1.25192 1.25122 1.2506 1.25153 1.21575 2.56669 0.994005 0.989075 1.06819 1.53318 1.4802 1.41345 1.51736 2.02133 3.22466 1.51977 1.31189 2.73319 2.49889 1.30044 1.05337 1.56442 0.93764 0.915965 0.908836 3.01851 1.38544 1.44669 2.78789 1.34228 2.18957 1.07471 1.49965 1.17825 1.62955 1.02722 0.887341 1.65989 3.30885 3.1201 2.37966 4.92722 2.86484 2.46129 1.97409 1.84597
threshold=1.0000000180025095e-35 3.4855547771300555 3.388574463632382 0.42685084802867401 0.93349589109791131 3.8008300885242083 3.5565212271721318 4.5000000000000009 0.25000000000000006 3.529217446389759 3.6942656022803053 3.7222509892493991 3.9303249852141158 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.46250000000000008 0.15500000000000005 -1.0000000180025095e-35 0.90849589109791129 0.37245222489560004 0.30495169082125612 4.6907213539591348 0.61250000000000016 0.15000000000000005 3.505475127672971 0.56250000000000011 0.17500000000000002 3.582535090627728 2.5000000000000004 3.554024590419385 5.0984291050021247 2.5000000000000004 0.10762548262548265 -0.22499999999999998 0.17500000000000002 0.41172122951176043 0.34241475425163059 -0.22499999999999998 0.42578818326189266 1.0000000180025095e-35 0.90000000000000013 3.637649039618045 0.16500000000000004 1.0000000180025095e-35 0.4250000000000001 0.38753526018209083 0.17500000000000002 -0.22499999999999998 3.5368030955064285 3.5876490396180452 0.38750000000000007 0.70000000000000007 3.5782217993645888 0.66984370007492833 0.32934748478142073 3.6656344265871392 3.6794269646841418 0.37685084802867397 0.48750000000000004 3.5368030955064285 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 4 6 -5 7 8 9 22 17 16 -13 -14 15 -15 -12 18 -8 -20 21 -16 -3 24 26 -26 52 40 29 -29 38 32 33 -30 -35 -28 37 -36 -31 -22 41 42 47 44 -44 -45 -47 48 49 -27 -51 -50 53 55 -55 60 58 -58 59 61 -1 -56
right_child=1 3 -4 5 -6 -7 10 -9 -10 -11 11 12 13 14 20 -17 -18 -19 19 -21 39 -23 -24 -25 25 27 35 28 31 30 -32 -33 -34 34 36 -37 -38 -39 -40 -41 -42 -43 43 45 -46 46 -48 -49 51 50 -52 -53 -54 54 56 -57 57 -59 -60 -61 -62 -63
leaf_value=0.0028073860935460427 0 -0.00094663005180914623 0.021924402819920547 0.019387666508919647 -0.029996230777854502 0 0.0028261136661873205 0.0085158096048514841 0.0073865839842268306 -0.026157166099461882 -0.0022486973469058934 0.036407169557421841 -0.011341622092148149 0 0.0057485096197677187 0.02946567837528322 -0.025122485635625604 -0.0045245579689383187 0.026249741952397435 0.0042321901994394418 0.010285756773450375 -0.015467865469894732 -0.017597533983819195 -0.011756015453469038 -0.0085683386849295246 0.011400827547510281 0.022227897189681618 -0.01139274644051331 0.031121002535847746 0.010632203576141048 0.03608240311172483 0.021294053004387369 -0.002303006349880021 0.020927583917065166 -0.027052925350204583 0 0.0073771016599773693 0 -0.0082121765704382694 -0.0023472286360765029 -0.007407172512462098 0.029407283654608745 0.010411506924107755 -0.0063400616402616424 -0.02822474401661608 0.024824343153755094 0.0014918867695536634 0.0073177981869964378 -0.0070538404752932618 -0.022985714934162755 0.0025220229615071214 -0.029541565409132522 0.0039994758693910329 -0.022650794032966493 0.0060045917551433108 0.024536060649999469 0.035961016002690444 -0.00026788759588941666 -0.026967831996526682 -0.015859816508637197 -0.012030732542616052 -0.012429122691785116
leaf_weight=74.364549875259399 3.6745154615491611 10.349722951650628 6.9750873818993568 5.8238696986809355 3.6963627189397803 7.630920902825892 11.217301477678124 5.2539466544985762 5.6223075157031408 4.9760553482919923 4.8273917883634549 2.7309781499207011 8.9222370162606222 4.8752419324591738 9.3064187085255998 3.6429589698091149 5.0194567888975143 5.4571454450488082 6.5728902546688914 4.7969330176711082 12.51345879584551 10.361717846244572 5.1588047817349425 7.2771456502377978 29.273651194758713 3.1461207773536488 5.0169837772846204 3.0713780131191042 3.0990575943142202 6.4863952063024044 4.0586073603481045 2.598470712080597 107.38837667368352 3.8531478662043837 3.4419898670166678 3.6741367261856794 2.8728735782206059 4.4807323524728417 3.189350485801695 7.5012177024036637 41.864777726121247 2.4900634652003637 2.5502127204090383 6.8794285934418467 3.6509262081235647 5.2150125075131681 12.931862088851629 2.7767652608454219 4.4359722370281816 3.8869177680462581 4.1420528255403042 4.936158531345427 45.06594037078321 6.8142292201519004 18.290718659758571 5.3378054834902278 3.2832570597529402 104.10030289087445 5.7870750129222861 10.927498791366814 8.7696908861398679 6.3795237205922595
leaf_count=538 27 65 61 57 20 77 75 36 43 30 36 24 69 57 84 129 27 42 62 36 136 89 28 64 369 30 42 32 32 65 54 46 1123 43 40 28 29 70 37 67 428 72 26 59 106 71 137 38 40 45 55 71 791 97 143 49 28 1032 36 70 61 42
internal_value=-0.000404512 0.00124465 0.0143453 0.000231482 -0.000603838 0.00880381 0.000236371 -0.00475994 -0.00770416 -0.0121675 0.0019071 -0.000269141 0.00205843 0.000190306 0.00248693 0.0133512 -0.0147739 0.00749197 0.0106727 0.0177129 0 -0.00517006 -0.00702093 -0.000863005 -0.000709481 -0.00206973 0.00051658 -0.00125727 0.000598032 0.00903507 0.0141318 -0.000477498 -0.00101072 0.00641289 0.000432856 0.0125806 -0.00658402 -0.0124421 0.00377259 0.0052779 -0.00402487 -0.00142044 -0.00303948 0.000925109 -0.0115694 0.00432609 0.00872167 -0.00856528 -0.0110508 -0.00288713 -0.00935597 -0.0198944 0.000124745 -0.000568868 -0.0024537 0.0026761 -0.00145914 0.000848835 -0.00756735 -0.00411279 0.00114502 0.000934913
internal_weight=734.716 156.907 10.6496 146.257 132.803 13.4548 129.106 31.3608 26.1069 20.4846 97.7453 69.7011 59.8542 57.1233 48.201 8.5182 9.84685 28.0443 22.5871 11.3698 39.6828 19.6681 15.5085 577.809 570.532 272.72 297.812 243.447 144.54 16.8057 13.7344 127.735 125.136 17.7478 14.6487 8.69112 10.7956 7.92272 9.67575 20.0147 98.9063 57.0415 54.5514 31.2274 6.20114 25.0263 18.1469 23.324 20.5472 11.1751 8.02897 9.37213 289.121 244.055 155.583 88.472 148.768 107.384 41.3848 35.5977 83.1342 24.6702
internal_count=7516 1377 88 1289 1155 134 1135 202 166 123 933 718 655 631 562 186 63 215 173 98 376 173 93 6139 6075 3118 2957 2749 1571 188 156 1383 1337 214 182 70 139 110 102 203 1178 750 678 399 132 267 208 279 241 130 100 111 2887 2096 1448 648 1351 1060 291 255 599 185
is_linear=0
shrinkage=0.03


Tree=152
num_leaves=63
num_cat=0
split_feature=14 14 1 4 3 26 48 12 5 45 1 43 1 3 1 1 36 12 3 4 5 14 4 34 3 45 5 12 3 5 5 43 34 13 4 43 13 1 3 3 4 28 21 26 11 1 36 11 11 1 11 1 49 49 21 11 11 26 11 1 45 3
split_gain=0.669028 0.874098 0.732591 1.53256 1.72694 0.750517 0.642687 2.50402 0.817287 4.85899 5.09705 3.04049 1.63876 2.92212 2.35872 1.77839 1.29494 1.75769 3.14426 1.60127 1.55656 2.05209 1.56688 1.25157 1.35986 1.2369 3.03289 2.88023 1.85941 2.06638 4.70492 3.95019 2.33868 2.33236 1.91459 2.2609 1.77238 1.50043 1.60439 2.48314 1.23347 1.20276 2.16452 1.30275 4.9081 2.33326 1.59061 1.50457 2.66082 2.78306 2.05872 1.68718 2.14848 1.65644 1.28845 2.06839 2.78064 1.53502 1.26872 1.15494 1.07605 1.80239
threshold=0.81042228212039547 0.75795454545454555 4.5377900106069626 0.63981481481481495 0.10620300751879701 10.500000000000002 1.5000000000000002 0.52500000000000013 0.01941930618401207 1.5000000000000002 4.2210518081758552 0.57500000000000007 4.5145532045140984 0.17573529411764707 3.9303249852141158 4.8006355995216721 1.0000000180025095e-35 0.37500000000000006 0.065591397849462371 0.35948717948717951 0.025657894736842109 0.64042253521126769 0.31503759398496245 1.0000000180025095e-35 0.1236388219978657 0.69117647058823539 0.28759398496240607 0.47500000000000003 0.22361111111111112 0.025657894736842109 0.046693482230278659 -0.37499999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.48884803921568631 -0.27499999999999997 0.90000000000000013 4.4557053684909791 0.072751322751322761 0.10620300751879701 0.3246621621621622 1.0000000180025095e-35 0.30158932315388387 12.500000000000002 0.93134835368155466 3.5096293531157179 1.0000000180025095e-35 0.91640860664678481 0.90888869428251373 3.637649039618045 0.90489712416058532 3.6794269646841418 0.32500000000000007 1.0000000180025095e-35 0.32799908871127548 0.92279640132048468 0.93860674117103537 9.5000000000000018 0.86155979732086796 4.6858418598895959 0.97500000000000009 0.15606708256315469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -5 8 -8 9 12 -11 16 14 15 41 -14 25 18 -18 -20 21 23 -22 24 -19 26 27 -10 29 32 -31 -32 34 -34 35 -27 -33 -28 -39 -40 -35 43 -43 47 45 58 -47 48 50 -50 -1 53 -53 -49 -44 57 -57 -56 -45 -29 -16 -62
right_child=-2 2 -4 5 -6 -7 7 -9 11 10 -12 -13 13 -15 60 -17 17 20 19 -21 22 -23 -24 -25 -26 28 37 59 -30 30 31 36 33 40 -36 -37 -38 38 39 -41 -42 42 54 44 -46 46 -48 51 49 -51 -52 52 -54 -55 55 56 -58 -59 -60 -61 61 -63
leaf_value=-0.0018078602546931586 0.012383359969911207 0 0.0033627969201946153 0.0066639810871773845 -0.027901306282980765 -0.012183511997697828 -0.02188041470000885 0.0041605786829725967 0.022478532553717644 0.0071909144783428953 -0.034281202339866951 0.031431801484197074 0.027328270745098023 -0.0069256712397608271 -0.030737204775370879 0.0030262865994972895 -0.010572710595184536 -0.0045406530653130028 0.012040351508421185 0.042209205867030281 0.0053997002024061599 0.029016143232717846 -0.012254610248172067 -0.0076501978401070847 0.023201994151880942 -0.010379195046522249 0.010854458721447684 -0.0092929281377201085 -0.012325349923554125 -0.026481224930442578 0.024396914168892836 -0.0085562203452749716 0.023559709746951412 -0.011460268594399328 -0.0097440762647987324 0.01991636885822751 0.0021355975364479463 0.0055272655881488664 -0.025676343996241149 -0.00030665231399095637 0.00022867428477975547 0.015101712080433066 -0.0080432718702950212 0 -0.03215511785423826 0.010352220369689073 -0.010188604508432723 0.025797332227423735 -0.035913997698591736 -0.0067351687651385468 0.0099013198666775756 0 0.020649455002067933 0 0.01414794208475436 -0.012501198588790657 0.0098417601639156915 0.0003851603563067454 -0.028787467034950494 0.01081247116421331 0.0068548861201417552 -0.020289682658717462
leaf_weight=157.87237082328647 3.4377565877512088 3.2524864189326816 4.3968900702893725 5.2878531320020548 5.4918972942978144 2.7086707502603531 5.5331904217600805 7.1057460531592369 11.593441002070904 3.6588245835155231 7.524068845435977 2.7666588881984344 6.6417493820190447 6.788574317470192 2.7893885392695639 5.6003168150782585 2.5906482674181452 2.122573693282904 4.9543635919690114 3.1803975403308868 7.7428521160036352 3.3829823564738026 9.5392521275207383 5.2686925996094942 3.5713206175714731 2.1981310769915625 5.4839304611086872 5.0758630558848381 12.7010210910812 7.5146260987967244 4.6426892308518282 30.921603462658823 3.3578079268336287 9.1773493662476522 2.7495887065306297 14.709459591656923 23.881189751438797 6.3899222612381008 6.3588449358940116 8.4402649253606779 54.33057813346386 11.090411512181161 11.742903469130395 2.9116768799722257 5.5600137766450635 12.422390841878952 4.2044910937547675 5.0231069661676866 3.4660516586154726 21.148905882611871 14.495383340865372 82.422039300203323 4.5673915669322005 3.8430653344839811 16.192305248230699 13.489385709166529 7.4704698473215094 14.837131782434879 3.2752954578027129 4.7938941344618797 3.5947191091254354 4.4552650796249509
leaf_count=1644 48 34 37 75 51 32 30 45 85 45 66 50 55 44 28 40 23 33 64 29 64 61 123 53 72 21 36 31 133 106 78 416 32 95 32 271 315 40 33 51 548 92 82 43 53 100 103 61 34 201 139 801 51 30 151 82 53 116 35 32 39 49
internal_value=-0.000391777 -0.000463501 -0.00645886 -0.00940187 -0.0179341 0 -0.000274571 -0.00693581 -0.000143131 -0.000942369 -0.0202973 0.00117995 -0.000410802 0.00811861 -0.000828278 0.0169205 0.000806295 0.00558976 0.0160396 0.025285 0.00177902 0.00914945 -0.00403051 0.00207117 0.0120389 -0.000115355 0.00407833 0.0124666 -0.00136958 -0.000409071 -0.00439251 -0.00142021 0.00260755 0 0.0116487 0.0155517 -0.00379718 -0.00249085 -0.00629446 -0.0118045 -0.00139696 -0.000431168 0.00296592 -0.0012425 -0.00737684 -0.000850394 0.00474206 -0.000623023 -0.00213873 -0.011342 -0.000778066 0.00242724 0.00106657 0.0147975 0.00071961 0.0028371 -0.00423646 0.00780383 -0.0164969 0 -0.0145232 -0.00756868
internal_weight=733.742 730.304 21.1378 16.7409 8.74438 7.99652 709.167 12.6389 696.528 437.088 11.1829 259.44 425.905 19.0306 406.874 12.2421 256.673 42.3531 10.7254 8.13476 31.6277 14.3456 17.2821 10.9626 5.69389 214.32 48.1362 21.4632 166.184 153.483 66.9601 59.4455 86.5229 66.8657 19.6572 16.9076 54.8028 26.673 21.189 14.7991 63.5079 396.035 74.8226 321.212 28.3739 22.8139 16.6269 292.838 196.983 24.615 172.368 95.8556 86.9894 8.86617 63.7322 51.9893 20.9599 31.0294 6.18697 9.86976 10.8394 8.04998
internal_count=7516 7468 229 192 85 107 7239 75 7164 4237 111 2927 4126 139 3987 95 2877 522 116 93 406 219 187 158 105 2355 308 148 2047 1914 915 809 999 675 324 292 731 160 124 84 643 3871 576 3295 334 281 203 2961 2018 235 1783 943 852 91 484 402 135 267 78 63 116 88
is_linear=0
shrinkage=0.03


Tree=153
num_leaves=63
num_cat=0
split_feature=14 21 14 32 48 12 11 1 4 14 14 14 50 50 11 5 1 4 4 14 5 31 31 50 43 4 5 14 14 1 11 4 5 1 14 14 32 1 14 50 13 1 1 14 14 32 31 43 31 12 43 11 11 4 1 14 58 9 4 43 31 32
split_gain=0.634895 1.42316 1.26221 0.956961 0.70435 2.53503 0.78148 1.58142 2.7783 3.17839 2.36074 1.90155 1.46134 3.0309 2.4265 2.38404 3.27322 1.86698 2.21733 1.78577 2.27391 2.49301 1.78226 1.61089 2.37868 1.60438 1.60174 1.5212 2.01235 1.39747 2.16474 1.32306 1.12573 1.82624 1.08319 1.70256 1.44668 1.30981 2.12271 1.15988 1.11379 7.09076 2.64467 2.24566 4.83371 2.10713 3.23387 2.03097 1.71377 2.09088 1.92904 1.95732 1.89461 1.42156 1.09858 1.23985 1.2163 1.04947 3.27356 1.04328 1.50976 1.84044
threshold=0.79135572139303489 0.41096404744368098 0.76154939587775416 0.16500000000000004 1.5000000000000002 0.52500000000000013 0.74664420241889318 4.7502366905087499 0.31142241379310348 0.65086852351003299 0.68642083699151313 0.63069358178053847 3.3973861251426389 3.7827539512008141 0.65632832535518404 0.042572463768115944 4.2912852276227893 0.30151515151515157 0.39990933816863111 0.71806526806526816 0.39009661835748799 1.0000000180025095e-35 0.31000000000000011 2.533010400260828 1.0000000180025095e-35 0.29864864864864871 0.04083333333333334 0.60456438736549811 0.64346246973365628 4.5224360325704707 0.65311421021539628 0.39990933816863111 0.025657894736842109 4.9471272958050703 0.60826939471440766 0.60776772247360489 0.25000000000000006 3.544265602280305 0.58081632653061233 2.8625437813686543 1.0000000180025095e-35 4.8644654116384185 4.5145532045140984 0.64956140350877212 0.63299319727891168 1.0000000180025095e-35 0.16000000000000003 -0.52499999999999991 0.2950000000000001 0.52500000000000013 0.62500000000000011 0.82032152110536638 0.90849589109791129 0.42476927252985891 5.0273302501939314 0.5796825396825398 1.0000000180025095e-35 0.27500000000000008 0.43625902544818601 -0.47499999999999992 1.0000000180025095e-35 0.18500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 7 12 9 -9 11 -10 15 29 -15 22 -17 19 23 20 21 -18 25 -19 -25 -1 27 -27 -29 30 -14 -13 34 -34 35 36 37 38 -8 -40 42 -42 47 44 -44 46 -43 -36 50 52 51 -49 -50 -45 55 -39 -57 -20 -59 -47 61 -61
right_child=1 -3 3 -5 5 -7 32 8 10 -11 -12 31 13 14 -16 16 17 18 57 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 -32 -33 33 -35 40 -37 -38 54 39 -41 41 45 43 53 -46 59 -48 48 49 -51 -52 -53 -54 -55 -56 56 -58 58 -60 60 -62 -63
leaf_value=-0.019180880196806301 -3.9196473772270332e-05 0.0276832694509789 -0.0023972684124723941 -0.019070857194753734 -0.021960980648311503 0.0040353668897902904 -0.0095521110718875639 0.0098148505445902565 0.019011486170036715 -0.022951816210511851 0.027582149741769844 -0.010387742729877449 -0.022134489915396013 0.027804110308285796 -0.0020036828115410255 0.024115725655617197 0.031151342031406442 -0.014259424075012994 -0.0032488307791718723 -0.0073606719715866454 -0.010807776321315467 0.0083625515238834117 0.019519608098130418 -0.0051509397453845503 0.021022065376361098 -0.025325815530095233 -0.024893784102235032 0.013527969971693157 -0.0025782131318634544 -0.026762402117462399 0.0050408935377672217 0.0094017651146470291 -0.016300041038530475 0 0.014477353384561971 0.024081773612673791 0.016793178872981041 0.009335039808693827 0 0.022172078114371323 -0.032858665674576015 -0.00084081725658699492 0.019210171333206308 0.0075165697646605014 -0.019076785139155408 -0.019827322820679234 0.029998897788442124 -0.024408903883048817 0.0067401121393758073 0.019373241254581109 -0.025702679389551054 -0.0018755612208348235 -0.0052884904535405626 0.033214274586013573 0.0085906494357877554 -0.0024509807853759407 -0.015596165426935803 0.032808128696884778 -0.0017881351972721111 0.031556273300625944 -0.0053218953911651178 -0.0044310505703014629
leaf_weight=5.5920421415939918 4.3455708716064683 2.1433431985788047 9.3080352898687106 5.4314415827393523 5.6856755688786489 7.1125403568148613 3.7320514321327201 5.1365328412502986 6.5780386645346942 4.8872253261506557 6.8479103939607731 6.1467940928414446 4.4733704812824744 2.8452126169577232 11.277714232914148 7.0964549183845511 6.1982673630118432 11.46226018946618 3.4008000399917355 4.9202535282820454 3.2024954110383979 18.018699678592384 2.778421487659215 16.405868231318895 3.6472863573580971 2.0291865970939389 2.5174961965531102 8.1027415869757515 43.677380989305675 5.8125196816399685 5.3431097846478224 5.5554513977840543 10.641240753233435 13.996425505727528 7.0660125836729994 3.1166039416566482 5.150457300245761 5.0317194052040568 3.067882899194954 7.1547512784600258 6.988957028836011 8.3813942950218898 5.9843416437506693 4.959677627310155 5.4872364364564419 3.5609577242285004 4.3142460621893397 3.3742414619773617 24.792170003056526 6.2759572044014922 3.0475361645221701 247.97300492227077 21.797489460557699 4.3769219815731049 7.1071809511631718 26.508117102086544 8.8944325838237983 4.4076676964759809 4.5905717043206096 2.198094902560114 28.46772475913167 2.1317835720255971
leaf_count=66 54 43 93 51 31 45 28 58 78 39 80 58 55 39 114 67 65 120 30 42 18 193 68 175 41 20 37 103 569 62 64 62 62 278 51 38 48 46 27 70 66 79 47 41 33 35 133 35 195 49 18 2491 144 39 101 220 98 54 45 36 241 28
internal_value=-0.000380561 0.0087747 -0.000473037 -0.0091161 -0.000283 -0.00721225 -0.000145429 0.00135849 0.00715819 -0.0057106 0.0125331 0.00633341 0.000171396 -0.00583395 0.0038869 0.00142496 0.00480088 0.00286651 -0.00104389 0.00833466 0.0114012 0.0146484 -0.00283324 -0.00539028 0 -0.00399246 -0.00231591 -0.00106022 0 -0.0149352 -0.00693861 -0.00048877 -0.000817615 -0.0070566 -0.00046821 0.00294717 0.00179999 0.000396658 0.00848905 0.0157081 -0.00109384 -0.0050105 -0.000418381 0.00985856 0.000369108 -0.000803721 0.00947662 -0.00112362 -0.00151109 0.00334636 -0.00254592 -0.00222108 0.000985613 0.0206365 -0.00187861 -0.00389969 -0.00599113 0.00943757 0.014851 -0.00458972 -0.00264334 0.0131003
internal_weight=732.557 6.48891 726.068 14.7395 711.329 12.7982 698.53 212.952 35.152 10.0238 25.1282 18.2803 177.8 29.7519 14.1229 148.048 83.3506 76.2542 43.9145 32.3397 27.4195 24.217 64.6973 31.5154 20.0532 61.9188 56.3268 53.8093 51.7801 15.629 9.81648 11.7022 485.579 24.6377 460.941 69.7632 66.6466 61.4961 13.9547 10.2226 391.178 56.0432 335.135 20.8082 11.4716 49.0542 12.6956 314.326 307.26 52.8656 254.395 251.347 46.5897 9.3366 47.5415 40.4343 35.4025 12.399 8.99824 36.3586 32.7976 4.32988
internal_count=7516 97 7419 144 7275 76 7199 2422 375 97 278 198 2047 334 153 1713 850 783 465 318 276 258 863 336 216 795 729 692 672 181 119 120 4777 340 4437 676 638 590 125 97 3761 618 3143 160 80 552 212 2983 2932 388 2544 2526 339 80 465 364 318 129 99 340 305 64
is_linear=0
shrinkage=0.03


Tree=154
num_leaves=63
num_cat=0
split_feature=0 49 43 32 11 14 32 26 3 21 49 3 9 14 21 4 45 31 32 11 11 9 14 50 11 11 21 26 21 49 43 21 21 14 11 31 50 14 50 26 58 9 43 26 32 14 14 9 49 14 3 11 50 3 32 4 14 11 11 45 11 11
split_gain=0.831224 3.67173 1.82138 0.739314 1.79418 2.47768 1.60068 3.32062 1.206 0.95143 0.713455 1.89477 1.44065 1.15318 1.18254 1.38804 1.09134 3.22436 0.942555 0.750645 4.25502 2.63848 2.56644 2.67881 2.4446 2.28142 2.2575 1.86712 2.53508 1.72158 1.68385 1.65522 1.89884 1.60339 1.58642 1.44809 1.6395 1.38269 1.37246 2.80125 1.34907 3.20307 2.12183 1.80057 1.79782 1.22433 1.00453 0.962189 3.05705 2.44368 1.32724 1.09276 3.71824 1.52973 0.844511 0.825053 1.60088 0.819576 1.19092 0.685601 0.64945 0.652751
threshold=51.500000000000007 0.19000000000000003 0.25000000000000006 0.53500000000000014 0.72836123857922808 0.64237451737451756 0.32000000000000012 8.5000000000000018 0.41250000000000003 0.31741475425163068 0.32500000000000007 0.46250000000000008 1.0000000180025095e-35 0.60676291793313075 0.36535479129687387 0.40619293279766261 0.97500000000000009 0.16000000000000003 0.15000000000000005 0.90849589109791129 0.9060868288067645 0.22500000000000003 0.64346246973365628 2.2053316966240444 0.92415787677896144 0.91640860664678481 0.39174740708764877 12.500000000000002 0.41709185988959419 1.0000000180025095e-35 0.52500000000000013 0.37757611665546731 0.3706798476069656 0.59924242424242435 0.92801185014564946 0.35000000000000003 2.533010400260828 0.68120471014492767 1.7585441243211084 9.5000000000000018 1.0000000180025095e-35 0.17500000000000002 -0.22499999999999998 9.5000000000000018 0.17500000000000002 0.62693960372403923 0.64530791788856312 0.12500000000000003 0.12000000000000002 0.64956140350877212 0.15146020495068549 0.89945260050547038 2.7040907083446837 0.48750000000000004 1.0000000180025095e-35 0.41172122951176043 0.66565040650406515 0.74963369197230545 0.71118805662349061 0.97500000000000009 0.80039597484269975 0.70135359315803292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 59 6 -5 -6 10 9 -7 -8 19 13 -13 -12 15 16 -15 -18 -14 20 30 22 23 -21 -23 31 -27 29 -29 34 35 32 -24 54 -28 38 -37 -31 39 57 41 43 44 -35 -42 -44 -32 48 49 -40 -50 53 -53 -49 -25 56 -41 58 -1 -3 61 -38
right_child=1 2 -4 4 5 8 7 -9 -10 -11 11 12 18 14 -16 -17 17 -19 -20 21 -22 24 25 33 -26 26 27 28 -30 37 46 -33 -34 40 -36 36 60 -39 47 55 42 -43 45 -45 -46 -47 -48 51 50 -51 -52 52 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0 -0.03099378377610143 0.00017092784718838425 -0.019007387897022561 0.027632997602237242 0.016740060406403624 -0.024177686223945734 -0.0087672144775821931 -0.029755079024610984 0.0010932926251889746 0.011395667198429191 0.0029327884944324576 -0.005822126228168815 0.026104859772346167 -0.015722449349047166 0.0041694160605229352 -0.031109905217103859 -0.017024482444412303 0.028185886172575111 0.0011766346448466548 0.022568608381985655 0.020364275970988853 -0.027573005986604861 -0.021949104647506622 0 0.00050619529794374224 0.013703998518558214 -0.0072210005737586612 0.0026862015054966767 -0.029866498792567722 -0.017822091592484088 0 -0.027568321675584803 0.0044786180727387718 0.012172923601261886 0.0070057974699670542 0.029216980666092681 0 0.00022616421362421931 -0.01021304721510183 0.00025352163929902262 0.01611660976330339 0.024642709122613429 -0.025725948703573889 -0.0049478115195553292 -0.0081400979521582175 0 0.022307449608982705 0.00030896061330785513 -0.0038526636243120639 -0.00028452508782766977 0.014114656203776294 -0.011736096072512095 0.021929454021256477 0.02036775756690978 -0.018412087575905751 -0.027315134122106583 -0.022310148636232541 -0.0023341556905626657 0.029087406664709221 0.02796319350035345 -0.0057176429240803758 0.018528771417837632
leaf_weight=2.2784732514992374 3.887229308485983 1.917808962985873 1.5253724595531819 2.7046305686235419 4.6444751024246198 3.1451309733092785 3.9645335273817164 4.8918826133012772 2.5664692707359791 3.9506523068994284 5.3965047951787737 4.6406293772160989 3.2743755169212818 9.3287676088511997 2.9758801376447073 3.7800866253674021 3.3457698803395024 2.1591860102489591 3.1753254868090153 6.0005264841020098 9.4250505557283741 6.3840665426105243 3.8081161491572839 4.9486445188522321 4.1232786206528544 7.1784437559545031 9.8866988718509692 3.0720841232687217 5.0390317048877478 8.3083703331649286 2.978050564415752 5.7325040195137253 5.4886403698474169 9.0162180885672623 21.791919484734535 2.9225912746042004 2.2947477865964157 5.7670306768268338 39.104827675968409 5.5659634843468648 6.2850616350770014 7.4917496852576724 3.9512344524264327 13.151216333732007 4.250984963029623 3.1998249851167202 4.7053795075044036 329.23587098903954 4.4314449317753342 54.638723860494792 12.719281282275913 4.236962001770733 7.8905711472034454 3.2738653030246487 4.5388241242617369 4.2659011501818886 4.6546546360477805 5.2642903104424477 2.1669176928699017 2.1228062091395259 3.6346581131219864 3.0752382948994637
leaf_count=33 83 49 40 32 78 38 34 156 55 33 55 36 28 77 38 42 41 34 35 61 93 47 29 33 38 62 81 32 43 64 38 46 50 71 191 38 28 48 314 64 62 67 70 91 40 43 62 3484 32 463 118 37 74 28 38 51 48 44 29 79 27 41
internal_value=-0.000370028 -0.00913255 0.00564001 -0.000244516 0.00674983 0.000307296 -0.000383676 -0.0108188 -0.0121546 0.000590017 -0.000180062 -0.00416347 0.00588883 -0.00852822 -0.011669 -0.0145375 -0.00955749 2.29364e-05 0.015139 4.24647e-05 0.000600467 -0.00181572 -0.000663546 0.00376562 -0.0161902 -0.00440087 -0.00169194 -0.00389779 -0.0170473 -0.00137208 0.000207409 -0.0148429 -0.00594912 0.00160301 0.00236004 -9.47368e-07 0.0102246 -0.0101074 -0.000271838 -0.00720735 0.00395358 0.00789287 -0.0023311 0.00179408 0.00580155 -0.0149614 0.0139628 8.63875e-05 -0.00232701 -0.00450297 0.00913551 0.000881247 0.00968151 0.000536617 -0.00934736 -0.0155812 -0.00967757 0.00474294 0.014155 0.0168172 0.00290763 0.0098185
internal_weight=731.575 9.45322 5.56599 722.122 13.0607 10.3561 709.062 12.8071 5.7116 7.91519 696.254 38.0765 11.0903 26.9862 21.5897 18.6138 14.8337 5.50496 6.4497 658.178 508.763 149.414 138.907 62.8343 10.5073 76.0728 61.0436 53.8651 8.11112 45.754 499.338 15.0293 9.29676 56.8338 31.6786 491.655 11.9272 14.0754 479.728 24.1962 47.3463 29.6592 17.6871 22.1674 10.536 7.15106 7.68343 455.532 110.894 93.7436 17.1507 344.637 12.1275 332.51 9.48747 14.4865 10.2206 9.70968 4.44539 4.04062 9.00464 5.36999
internal_count=7516 251 168 7265 203 171 7062 223 93 67 6839 386 99 287 232 194 152 75 63 6453 5146 1307 1222 576 85 646 521 459 75 384 5053 125 79 515 272 4953 134 112 4819 269 444 229 215 162 102 113 100 4550 927 777 150 3623 111 3512 71 163 112 106 62 128 96 69
is_linear=0
shrinkage=0.03


Tree=155
num_leaves=63
num_cat=0
split_feature=27 17 21 12 42 4 31 3 5 9 50 1 1 50 5 3 4 21 21 50 49 4 3 32 1 9 17 3 1 4 4 1 3 21 42 49 1 1 3 50 31 21 42 1 21 21 31 3 50 31 48 31 5 42 4 1 1 42 21 21 3 49
split_gain=0.624307 1.5327 1.40155 2.15793 1.36035 1.672 1.50304 0.893318 1.40478 1.82022 1.34707 0.924584 1.25559 0.857448 1.74247 1.48074 2.06127 1.26383 2.9441 1.93677 1.7013 1.22712 1.23395 1.36273 0.919421 0.835151 0.717474 2.53007 1.6308 3.09529 1.92793 1.99781 1.78717 1.25329 1.76995 1.47708 1.25295 2.13025 1.08805 1.0797 2.19852 2.38509 1.62596 0.987411 0.955508 1.59088 1.67263 1.55301 3.36689 1.89039 2.94189 1.89135 1.03347 2.28016 2.72661 1.5034 1.59341 2.90638 2.76453 2.58633 1.21647 1.83556
threshold=1.0000000180025095e-35 1.5000000000000002 0.30797866047458744 0.4250000000000001 3.4809981774225514 0.32697368421052636 0.16000000000000003 0.48750000000000004 0.38348416289592763 1.0000000180025095e-35 3.3723414149732767 3.4467622390330521 3.4948420730940497 2.8625437813686543 0.20550527903469082 0.1236388219978657 0.37377450980392163 0.34189170450205031 0.39729424832117044 3.3536489182451987 0.12000000000000002 0.43625902544818601 0.1012820512820513 0.17500000000000002 4.6812338456874985 0.27500000000000008 1.5000000000000002 0.033908045977011504 4.5408290460017566 0.27149877149877155 0.30495169082125612 4.8037733451769924 0.14976474159690528 0.46315941937027727 3.8451910262946423 1.0000000180025095e-35 3.526441577715048 3.544265602280305 0.11651583710407241 2.9797363981426757 0.23000000000000004 0.42685084802867401 3.6743119490300158 3.6355547771300549 0.44854256669754389 0.44209185988959432 0.12000000000000002 0.5375000000000002 3.7827539512008141 0.28500000000000009 1.0000000180025095e-35 0.16000000000000003 0.01941930618401207 4.6335050209865809 0.40369821642258824 4.4557053684909791 3.7385744636323821 3.7222509892493991 0.40745561072500702 0.41709185988959419 0.079473684210526321 0.2950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 4 -4 -2 -6 -7 8 9 -3 -9 -11 -13 14 21 16 -15 20 19 -19 -17 22 -14 -24 -18 -23 27 -1 29 36 -30 32 -32 44 -35 -36 -29 -38 -33 40 41 42 43 -39 45 47 -47 52 49 50 51 -49 53 55 -55 56 57 58 -28 -59 61 -54
right_child=1 7 3 -5 5 6 -8 10 -10 11 -12 12 13 15 -16 17 24 18 -20 -21 -22 25 23 -25 -26 -27 33 28 30 -31 31 38 -34 34 35 -37 37 39 -40 -41 -42 -43 -44 -45 -46 46 -48 48 -50 -51 -52 -53 60 54 -56 -57 -58 59 -60 -61 -62 -63
leaf_value=0.030772831236563821 0.0017538921590575093 0.026136232637201093 0.018737407840479166 -0.0060496579008793381 -0.026541103264864887 0.0093305195736297052 -0.015859029560269189 -0.0052752546036677131 -0.014410113564300421 0.015658728088024917 0.013666752613658989 -0.011939690959352276 0.022221694349377041 -0.019033836045571653 0.026649092984537229 0 -0.0068016265664349743 -0.027826358254072345 0.015152926509305623 0.00027966292956748307 0.01868597434775603 0.0065869754771510818 0.0085675928530877 -0.0060858196536250977 0.014964732673905417 -0.012142611679381269 -0.0021814367959747021 0.009642521271518923 -0.0085433543260842095 -0.013028757690480326 0.029103653136888466 -0.0096001068439534789 0 0.025999854876246835 -0.0051929752830018831 0.016128720650097746 -0.022163631455281767 0.0092937242026064158 0.0080286747954842544 -0.0031437232762616227 0.026502412613047116 -0.020190907836667323 0.022899814523547484 -0.011232634410921202 -0.010861935372454661 -0.00018595691296412903 0.025761462808058376 0.0056285826723385165 -0.022174162297007985 0.029295723502753841 0.026837145844031629 -0.016735495183806924 -0.0023479098158023051 0 -0.027832447283035008 0.014551200171489614 -0.011201124614631576 0.031957947138549929 -0.020086396786801932 -0.00080672548446403659 0.00071751237588330008 -0.022201918239436524
leaf_weight=2.3729542056098571 5.8036869261413839 3.3254333026707164 4.7774381488561621 8.0472453255206329 5.9887094683945161 3.3845673725008965 4.5829454986378551 21.509248044341806 3.2749379500746718 5.6310678496956816 3.6992129459977141 4.4332189373672 4.4092274745926252 6.7295114165171963 3.5695178881287566 9.3332880660891586 2.8699481589719653 4.124880248680709 4.714338893070817 3.6633438458666205 8.8948755608871561 2.8319439198821765 22.060638238675896 7.0360673647373906 3.3309720670804381 5.4764093589037657 168.24385388102382 12.937830151990054 5.6302944002673057 16.827053825370967 6.7572559500113147 4.0836352314800015 3.1610763194039464 3.2252224050462273 8.9079772327095252 4.0315093630924812 3.6676045889034858 4.3232665732502955 10.38049315009266 23.132430471479893 3.7206356041133395 3.3942891461774698 3.911310050636529 3.7468319907784462 9.9542973702773434 4.167470632120966 3.7213628739118576 11.906777832657111 3.2536563389003268 3.5109767019748679 4.2658783923834553 4.5130238980054846 28.059675267897546 5.5924674458801729 7.1847833581268787 4.1033370457589617 20.135509705170989 3.920981775969266 8.0672395033761841 3.8375637773424387 143.67211564537138 4.9760301765054455
leaf_count=24 48 32 56 57 56 37 48 166 18 58 28 41 51 54 27 106 26 32 43 38 99 37 252 67 37 54 1679 131 55 210 72 40 35 42 104 52 28 50 158 228 33 35 47 40 107 53 38 136 26 27 47 28 283 36 57 38 207 39 76 32 1610 45
internal_value=-0.000359253 0.00125847 -0.00447653 0.00286927 -0.00952571 -0.0145987 -0.00445754 0.00273628 0.00396572 0.00463861 -0.00217377 0.0038057 0.00299572 0.00383162 0.00672622 0.000669075 -0.007611 0.00437371 -0.00258205 -0.014179 0.00944645 0.00476391 0.00739061 0.004802 0.00405558 -0.00504858 -0.000836353 0.00133361 0.000558985 -0.00172741 0.00649478 0.0102527 0.0205776 -0.00136029 0.00672219 0.00113789 0.00143642 -0.000778448 0.00257935 0.00103318 0.00638397 0.000852671 0.00754042 0 -0.00167159 -0.00144162 0.0116467 -0.00170388 0.0051086 0.00917488 0.00522466 -0.000284648 -0.0021914 -0.00356156 -0.0158657 -0.00276358 -0.00315476 -0.00223079 -0.00305651 0.0153848 -0.000441128 -0.00563457
internal_weight=730.801 163.503 32.5846 12.8247 19.7599 13.9562 7.96751 130.918 105.71 102.435 25.2085 99.1092 93.4782 89.045 45.3838 43.6612 12.9304 30.7307 12.5026 7.78822 18.2282 41.8143 33.5059 29.0967 6.20092 8.30835 567.299 108.047 105.674 75.6613 30.0128 24.3825 9.91833 459.252 16.1647 12.9395 58.8342 45.8964 14.4641 42.2288 19.0963 15.3757 11.9814 8.0701 443.087 433.133 7.88883 425.244 27.4503 24.1967 20.6857 16.4198 397.794 221.086 12.7773 208.308 204.205 184.07 176.311 7.75855 176.708 33.0357
internal_count=7516 1568 302 113 189 141 85 1266 1072 1054 194 1022 964 923 488 435 117 318 113 70 205 461 370 319 63 91 5948 1186 1162 802 360 305 107 4762 198 156 592 461 198 433 205 172 137 90 4564 4457 91 4366 264 238 211 164 4102 2164 93 2071 2033 1826 1755 71 1938 328
is_linear=0
shrinkage=0.03


Tree=156
num_leaves=50
num_cat=0
split_feature=0 49 43 32 11 50 32 50 11 3 3 43 45 3 1 49 3 12 24 3 12 1 11 1 43 12 3 48 11 53 48 1 1 34 43 50 24 28 24 40 1 50 32 32 11 50 45 1 59
split_gain=0.803139 3.53917 1.73957 0.701357 1.70313 1.74494 1.53855 1.30002 1.11694 1.01724 0.984835 0.759899 0.672319 0.668544 0.643979 0.641445 1.94246 0.936474 1.38217 1.94675 0.813584 0.78338 4.43899 2.1607 1.10195 1.44489 1.59536 2.78138 1.71668 1.20934 1.18184 1.14003 1.13407 0.976271 0.866956 1.36239 1.40932 0.948731 0.746386 0.762774 0.661999 0.622036 0.597864 0.553141 0.521114 0.626103 0.418134 0.271435 0.104498
threshold=51.500000000000007 0.19000000000000003 0.25000000000000006 0.53500000000000014 0.72836123857922808 2.7040907083446837 0.32000000000000012 3.315707808323157 0.87579466157694208 0.51250000000000007 0.36250000000000004 -1.0000000180025095e-35 0.97500000000000009 0.61250000000000016 3.7355547771300555 0.32500000000000007 0.46250000000000008 0.4250000000000001 1.0000000180025095e-35 0.15606708256315469 0.65000000000000013 3.4792268092965979 0.86640860664678465 3.4948420730940497 0.074999999999999997 0.57500000000000007 0.51250000000000007 1.0000000180025095e-35 0.93090551165006608 1.0000000180025095e-35 1.0000000180025095e-35 5.1200721840520744 4.702810210776204 1.0000000180025095e-35 0.25000000000000006 2.533010400260828 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.3539840504870346 3.1307312134163801 1.0000000180025095e-35 1.0000000180025095e-35 0.86350614760484612 3.4150731631156739 1.5000000000000002 3.6355547771300549 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 6 -5 -6 13 9 -7 10 -8 -10 -3 15 -15 20 17 18 44 46 21 22 34 33 29 26 28 -28 -26 30 31 -25 -32 -23 35 36 48 41 39 -31 -40 -37 -18 -21 45 -17 -20 -9 -1
right_child=1 2 -4 4 5 8 7 47 11 -11 -12 -13 -14 14 -16 16 42 -19 19 43 -22 23 -24 24 25 -27 27 -29 -30 38 32 -33 -34 -35 -36 37 -38 -39 40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50
leaf_value=-0.0078738410014750175 -0.030803488779833837 8.7669007335309122e-05 -0.018641148349976253 0.027041805419190535 -0.01808860931863969 -0.0030017620730455608 -0.0052155304268969825 -0.00087093103993906228 0.00082314263823663532 0 -0.030289961238037469 0.029921110873371303 0.027749374660956019 0 -0.017407335549363981 0.00056902676719671863 0.014203329301626533 -0.018213416528754491 -0.017722678730855469 0.022379361049765206 0.012594884423769196 0 0.031528549961743167 0.00010290059636326938 0.0018739388869435337 0.015486632468197814 -0.016212285150892174 0.011808510783570328 0.018472903846275063 0.0073498942019598308 -0.0011446517121809089 0.014821236216636099 -0.0091458300491268716 -0.018991546342544696 -0.0093075409999306847 0.0088164223788587751 0.0039946055562758969 0.018905398211568586 0 -0.012355426724974106 -0.020771713639505449 -0.000661839434039853 0 0.0020131637576803973 -0.024506548752125625 -0.017980301765989488 0 0.013884960434251348 -0.023270875904241026
leaf_weight=2.7372897118329984 3.79264955408871 1.9175042007118466 1.5115208998322485 2.6819375343620768 2.8964637238532287 3.2769902348518372 3.1167478533461672 1.4027868239209049 1.8863862566649903 2.2059474959969521 4.438274709507823 2.2738018054515132 2.0691523654386401 3.9124006628990164 3.751714339479804 3.2291255611926353 4.8402974754571897 6.5901918476447454 2.985328046604991 3.0822169929742813 4.5046253502368918 4.3949107974767667 4.4803240541368714 349.20899205282331 112.75517267407849 7.0531556587666264 10.268453259021042 4.1727577392011872 5.8389453496783963 3.6587009374052268 52.263359473086894 4.6192285288125268 24.269177356734872 7.7156113740056753 6.2996820248663417 10.147405763156717 5.0509447157382965 4.3594462722539893 2.3368560671806335 2.9516861736774445 5.6025692280381918 13.022807242348788 5.6069707777351141 3.1157583259046078 2.9220075542107224 2.2485080007463694 2.6986236125230789 1.5000039897859094 2.6285860687494278
leaf_count=39 83 49 40 32 55 40 40 30 34 33 90 42 79 34 27 42 39 57 22 39 30 46 49 3541 1121 63 71 38 54 42 459 63 181 58 55 104 40 36 29 34 93 124 56 28 26 32 41 30 26
internal_value=-0.000347265 -0.00903389 0.00548394 -0.000224536 0.00659988 0.000312188 -0.000360296 -0.0106482 0.00855017 -0.0159808 -0.0211207 0.018746 0.0165175 -0.000161291 -0.00886372 -5.30287e-05 -0.00387362 -0.00822734 -0.0045434 0.00161624 0.000158112 5.82073e-05 0.00371508 -0.000231307 2.01962e-05 0.00234854 0.00158476 -0.00765523 0.00277142 -0.000700173 -0.000395907 0.000320261 -0.00377732 -0.0126705 0.000634517 0.00248248 -0.00640267 0.0060828 -0.0091657 -0.000672412 -0.0153098 0.00327236 0.00670539 0.0134619 -0.0137893 -0.00635364 -0.0102995 0.00522387 -0.0170596
internal_weight=730.294 9.29083 5.49818 721.003 13.0156 10.3336 707.988 12.6638 7.43718 9.76097 7.55502 4.16019 3.98666 695.324 7.66412 687.66 37.319 26.8718 20.2816 11.8819 650.341 645.836 48.7265 597.11 584.999 140.088 133.035 14.4412 118.594 444.911 430.361 353.828 76.5325 12.1105 44.2462 37.9465 10.4168 27.5297 14.5498 6.61039 7.93943 23.1702 10.4473 6.19798 8.39964 5.47763 5.68395 2.90279 5.36588
internal_count=7516 251 168 7265 203 171 7062 223 116 163 130 76 128 6839 61 6778 382 287 230 130 6396 6366 473 5893 5789 1347 1284 109 1175 4442 4244 3604 640 104 424 369 105 264 198 76 122 228 95 67 100 74 63 60 65
is_linear=0
shrinkage=0.03


Tree=157
num_leaves=63
num_cat=0
split_feature=27 26 32 31 14 26 14 4 4 11 31 43 48 14 14 9 31 43 11 4 4 4 11 31 26 26 32 11 11 12 11 50 11 11 31 4 50 26 12 43 12 50 50 11 11 50 11 29 36 26 37 11 14 14 14 4 11 28 14 32 26 14
split_gain=0.590021 1.05097 1.65252 2.05654 1.52238 1.40656 1.2531 1.21321 3.3638 1.75268 1.53018 1.36875 1.13557 1.06619 0.985629 0.98028 1.2517 3.87501 3.02715 2.03756 2.22768 2.32638 2.32535 1.94591 3.58673 4.61788 7.33372 2.18676 2.9601 1.87131 2.11576 1.71128 2.47955 1.66639 2.00301 1.50356 1.40163 1.3678 1.88926 1.55429 1.2625 3.61505 2.29273 1.2053 2.44599 2.24236 2.17451 1.99742 2.57442 2.89654 2.05449 1.77191 2.58014 1.71443 1.65298 1.50096 1.46609 1.43889 1.33772 1.16865 2.0376 2.61
threshold=1.0000000180025095e-35 11.500000000000002 0.16500000000000004 0.2950000000000001 0.68895663956639575 12.500000000000002 0.74374609130706704 0.3618055555555556 0.31142241379310348 0.87795077387660703 0.31000000000000011 -1.0000000180025095e-35 1.5000000000000002 0.65604707792207806 0.63363095238095246 0.17500000000000002 0.16000000000000003 -0.22499999999999998 0.88349589109791127 0.31142241379310348 0.3618055555555556 0.39542576258341583 0.77649011669724821 1.0000000180025095e-35 10.500000000000002 7.5000000000000009 0.17500000000000002 0.78991006739326874 0.72354706266665803 0.17500000000000002 0.87890860664678472 2.7815080780430619 0.83085547280318017 0.73078423933237657 0.2950000000000001 0.50490196078431382 2.7040907083446837 9.5000000000000018 0.32500000000000012 -1.0000000180025095e-35 0.4250000000000001 3.0678793895128593 2.8153069638604364 0.86073272698808534 0.74850946649616978 2.9797363981426757 0.87191225990451116 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 0.92531488253918226 0.6503424657534248 0.6503424657534248 0.68217893217893233 0.37377450980392163 0.71801725825488583 1.0000000180025095e-35 0.65843495934959362 1.0000000180025095e-35 9.5000000000000018 0.63603896103896107
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 7 4 -4 -6 -7 8 9 10 -3 -11 15 14 -9 43 23 33 19 31 36 -22 35 29 25 -25 -27 28 -26 30 -17 -19 -33 -18 -35 -23 -21 39 -39 -28 42 -42 -20 44 54 -46 -45 48 49 -48 57 -50 -53 -51 56 -56 58 -49 -1 -31 61 -61
right_child=-2 2 3 -5 5 6 -8 13 -10 11 -12 -13 -14 -15 -16 16 17 18 40 20 21 22 -24 24 27 26 37 -29 -30 59 -32 32 -34 34 -36 -37 -38 38 -40 -41 41 -43 -44 46 45 -47 47 50 51 53 -52 52 -54 -55 55 -57 -58 -59 -60 60 -62 -63
leaf_value=-0.013134929007591766 0.0012358922341987614 -0.018170551953869702 -0.0099433818379142443 -0.029627013631996376 0.012687688435330283 0.0026177084746864536 -0.018392558435818718 -0.0017140823950502022 0.026527216300294018 -0.0032817703494766679 0.0032957043044685398 0.01374279920029888 -0.010266700927000948 0 -0.029206824531732196 -0.016959643932425422 0.0033742151146046962 0.026895976785030081 -0.02900996718666846 -0.02469838049608436 0.021242579527753418 0 -0.019744468827860458 0.012095111815720023 0.015503947769909838 -0.032613589635518005 -0.023674940080564082 0.025999413024003621 -0.011326129785759543 -0.00057702322871538785 0.0050646086870739272 0.021847324731032725 -0.0057805532954425158 0.03015137846777485 0.0034918392455635743 0.022026986839891519 -0.0010847667750468679 -0.013617558813654005 0.0098528301319911749 0 0.014703558446018271 -0.021620677140266491 -0.0014668093225444529 0.021097856711401179 -0.030185365319287307 -0.00044478619721044488 -0.0034468813680914893 0.0036200334813661925 -0.01889566161053393 -0.0022065569179951739 -0.010474809418869181 0.013432417645692954 -0.017013080287246626 0.021614953132936446 -0.01605848917737435 0.00063195164331961422 0.021779576588340663 0.01919572964199431 0.011610886202793245 0.0029236702267999418 -0.00065521741065560364 0.017429386371811784
leaf_weight=3.7393053360283393 163.25932839559391 6.9721507551148587 27.354580773040652 3.4874298181384793 6.1621195785701266 5.8729311348870379 3.8201211411505938 2.8221215773373824 4.6617281902581444 7.1119459941983214 4.331957520917058 8.7703344300389272 9.7154763266444188 7.4400012362748384 2.7714599696919322 9.5244994200766069 8.0382512202486414 5.4413794884458211 5.5876700580120087 4.01855261903256 5.9597323741763857 9.560378238558771 3.9901507291942826 6.9383615665137759 6.4926694538444307 12.32323722168803 4.9947102349251509 3.7236856911331406 8.0374721661210042 54.781748185865581 5.8986710980534545 4.735049697570501 6.5019235759973526 8.6427288791164738 4.4022406591102472 3.5356837790459386 6.1757581103593111 4.2547227423638114 9.3771676979958993 4.7998984716832638 5.5900370250456035 4.0827524214982986 6.1030317544937134 3.8783073127269736 6.1464337948709709 4.2278439085930586 50.122139697894454 19.224509524181485 13.843679886311294 3.5236573684960586 5.8358328063040963 4.7174107283353788 4.8207063041627407 7.3750679660588503 8.9728207942098397 8.8766419738531095 3.7521176002919674 8.0952714607119578 3.6895644254982471 29.118331446312368 32.363883794285357 19.380654047243297
leaf_count=26 1568 60 407 51 73 72 53 47 58 45 44 63 57 108 23 102 110 55 30 36 75 124 37 66 68 167 41 32 63 559 65 60 45 101 41 88 72 34 80 43 86 25 42 41 45 37 430 220 112 32 58 44 47 73 55 104 27 64 34 331 406 254
internal_value=-0.000337757 -0.000802122 -0.00374524 -0.00768822 -0.00565099 0.00141247 -0.00526058 0.00024005 0.00352169 -0.000368963 -0.00950842 0.00580026 -0.000220648 -0.00725742 -0.0169096 0 0.000994395 0.00390907 0.000466631 0.00458838 9.43737e-05 0.00543164 0 -0.000249642 -0.00479006 -0.00959126 -0.014011 0.00609508 0.00030306 0.00154625 -0.00819531 0.0130823 0.00551517 0.0151522 0.0217963 0.00587747 -0.0112665 -0.00377807 0.0020026 -0.0123029 -0.00883935 -0.00014807 -0.0154024 -0.00189955 -0.00645403 -0.0188702 -0.000364161 -0.00115779 -0.00364842 -0.000292975 0.00498648 -0.0120741 -0.00137244 0.0134717 -0.00171299 -0.00751079 0.00698483 0.00855934 -7.61851e-05 0.00270849 0.00500426 0.00889127
internal_weight=729.77 566.511 91.5789 46.6972 43.2098 15.8552 9.69305 44.8817 31.8481 27.1864 11.3041 15.8823 474.932 13.0336 5.59358 465.216 304.375 92.3653 71.2821 49.9186 33.2403 23.0459 17.0862 212.01 60.9419 42.6881 35.7497 18.2538 14.5301 151.068 15.4232 16.6784 11.237 21.0832 13.045 13.0961 10.1943 23.4265 13.6319 9.79461 21.3635 9.67279 11.6907 160.841 39.4047 10.3743 121.437 117.558 84.4027 61.0209 33.1556 23.3818 9.53812 10.8987 29.0305 17.8495 11.181 27.3198 7.42887 135.645 80.8629 48.499
internal_count=7516 5948 1104 656 605 198 125 448 270 212 104 108 4844 178 70 4787 3338 1027 775 592 432 324 249 2311 594 431 365 163 131 1717 167 160 105 252 142 212 108 198 114 84 183 111 72 1449 328 82 1121 1080 738 535 342 203 91 105 246 159 87 284 60 1550 991 585
is_linear=0
shrinkage=0.03


Tree=158
num_leaves=63
num_cat=0
split_feature=0 49 42 5 0 34 50 26 43 43 43 1 1 5 4 26 21 4 1 58 50 42 5 41 58 50 41 1 43 21 26 26 4 4 4 1 45 2 26 0 50 4 1 26 21 0 47 4 0 42 42 5 21 1 42 1 1 21 1 4 42 1
split_gain=0.781411 3.40514 3.31865 1.21715 0.590786 4.71269 2.73524 2.15521 1.38279 1.27765 1.23395 0.962222 1.40767 1.41216 0.866503 0.834926 1.71125 2.97378 2.22475 1.49037 1.07335 1.33563 1.4921 0.99868 0.846837 1.92048 2.00064 2.5104 1.6339 1.64816 1.32055 2.15032 1.18543 3.56646 2.58931 1.90049 2.46389 5.21372 1.94999 1.74019 1.69183 1.4784 1.3511 1.22672 1.18388 1.16143 1.13214 1.11967 2.14867 4.36457 2.94323 2.36822 1.11213 1.31617 1.10698 1.80222 1.19151 0.99603 1.87383 1.10138 1.40069 0.989369
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.055792328889834257 49.500000000000007 1.0000000180025095e-35 3.3458790118134671 10.500000000000002 -0.27499999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 4.8859497000344776 4.972381439688383 0.025657894736842109 0.39212852771166279 12.500000000000002 0.41368350086469208 0.63981481481481495 3.5096293531157179 1.0000000180025095e-35 2.9797363981426757 3.583909489988077 0.046693482230278659 1.0000000180025095e-35 1.0000000180025095e-35 2.4194005465518993 1.0000000180025095e-35 3.3995817701478352 -0.37499999999999994 0.43664957611911392 4.5000000000000009 6.5000000000000009 0.40899370090986864 0.39990933816863111 0.52142857142857157 4.3912231078741621 1.5000000000000002 3.5000000000000004 11.500000000000002 37.500000000000007 3.2806961417784364 0.45497311827956993 4.8131109377704355 7.5000000000000009 0.35434748478142086 39.500000000000007 2.5000000000000004 0.30151515151515157 38.500000000000007 4.6907213539591348 3.885512953955101 0.3133928571428572 0.39209185988959427 3.7442656022803047 4.5626574477361794 4.6907213539591348 4.7829354014028169 0.41253526018209075 3.7666825895759684 0.31142241379310348 3.700214782859609 3.6437425525307248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 11 8 7 10 -6 14 -7 15 13 -13 -9 24 18 -18 23 20 21 -20 -23 -17 32 61 28 -28 -27 30 -30 -32 33 46 35 -34 41 -38 42 43 -35 45 -39 -36 -45 -37 57 54 50 -50 51 -49 -46 -54 -48 -56 -57 59 -59 60 -1 -26
right_child=1 2 3 -5 5 6 -8 9 -10 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 25 26 27 -29 29 -31 31 -33 34 40 39 36 37 38 -40 -41 -42 -43 -44 44 52 -47 47 48 49 -51 -52 -53 53 -55 55 56 -58 58 -60 -61 -62 -63
leaf_value=0.0032055957326226872 -0.030608631596314828 -0.025039086730242733 -0.0013445788050107362 0.032155709294588386 -0.0040378826667221172 0.018432851646596547 -0.017198939220178434 0 0.021148516425518731 0.0025804910893697055 0.0004163382970354045 -0.0015934840107310279 0.005482757276507458 -0.017264097479029995 -0.019630316961855736 -0.0048071251008211871 -0.026125254657351913 0.0059331011569615138 0.017268336675992198 0.01855216386340024 -0.00554603399946381 -0.0055197871543682464 0.013840924645822691 -0.027931283602496627 -0.021345384957686942 0.02062788156603762 0.022039214663791554 -0.013113686464473289 -0.014933215548273666 0.014280423341410976 0.014288248851563417 -0.0017680739542332111 -0.021382293633104652 0.026014516094759448 0.011409835847238757 -0.0019643772601227903 -0.033927004673426145 0.021321227843632194 -0.01913641053632428 0.019682039173879548 0.0025906136718550927 -0.0074477989943142813 -0.0052642832878504343 -0.012224648881056229 0.017368686673188961 0.017208387242862035 0.00050779785796597912 0.010324226733808704 0.029102621303100203 -0.0041884467198419111 -0.013968298030861298 -0.013669463896570488 -0.013819141043259868 0.0024267658005982886 0.02154431433491226 -0.015328921044841836 0.011495654377176964 0.028289600123602942 0 0.011061887305889938 -0.0097676362337207039 -0.0029858652614360827
leaf_weight=39.830099754035473 3.704729729332028 1.7860805056989191 0.95591276045888696 2.6938275638967752 1.7989381868392218 7.562898987904191 8.5702033862471563 3.7265347018837875 12.459886718541382 8.8032429460436159 7.4054271522909385 11.635531942360108 6.8396206945180884 10.800560735166071 5.9190976694226265 4.9138880157843214 6.801718785427509 3.6278945952653885 5.0946648521348861 3.9390139942988744 19.01577571593225 12.304025116376581 4.8212200356647363 3.3487110687419772 6.451440177857874 3.5225424021482459 1.7417625486850763 17.56281079351902 5.4527366422116748 6.7394093777984372 8.3121806681156141 63.040327189490199 7.6951428055763236 7.5267039481550437 7.2914400808513156 3.8071668893098849 6.2458118908107254 3.9096852838993073 2.6381562072783709 4.4983503138646475 5.3708376744762063 6.8072096463292828 2.3384805843234062 7.6902268221601835 3.0686073061078813 6.9533054586499929 213.3846849296242 11.012614838778974 4.7249527703970697 11.795585787855087 24.522780911065638 5.2237388193607321 5.5955520765855935 18.621957777068019 5.8114943094551545 2.80371861346066 2.6457517454400659 4.0759431645274145 5.0062243565917015 11.599697663448749 8.9359436929225904 5.9572377391159534
leaf_count=288 83 61 15 92 17 89 66 36 224 88 77 134 63 63 51 63 61 42 41 55 193 139 60 30 143 27 24 293 66 87 63 746 84 90 129 29 57 73 27 43 61 50 38 96 46 56 1562 74 64 119 319 29 93 247 80 37 32 34 38 115 95 119
internal_value=-0.000329167 -0.0089662 0.00528214 0.022209 -0.000208661 0.0027224 -0.00222809 0.00151235 0.017544 -0.00511654 0.0100379 -0.000466975 -0.0057735 -0.00948814 -0.0126605 -0.000210768 -0.00346182 -0.0145076 -0.00114804 0.00136916 -0.000209059 0.00409943 0 -0.0153266 0.000143936 -0.00209463 -0.000721186 -0.00944091 0.00116061 0.000220847 -0.000968804 5.32557e-05 0.000746898 0.00150901 -0.00236565 -0.00794479 -0.00448945 -0.0133536 0.000874736 0.00233897 0.0169069 0.00287246 0.010586 0.000267949 -0.00193587 0.00996538 0.000917449 4.96742e-05 -0.00366437 0.00520833 -0.00741503 0.00216727 0.000813441 -0.00116363 0.00102578 0.0101373 -0.00129746 0.0043438 0.0136741 0.00280044 0.000675647 -0.0131943
internal_weight=728.742 9.14055 5.43582 3.64974 719.601 56.2462 41.9874 33.4172 14.2588 18.4489 14.9683 663.355 29.2757 22.4361 9.64563 634.079 63.8669 10.4296 53.4373 45.1747 41.2357 22.2199 17.1252 8.2626 570.212 118.78 106.372 19.3046 87.0672 83.5447 76.8052 71.3525 451.432 364.271 87.1611 40.395 32.6998 15.1321 8.88632 46.7661 12.8975 17.5677 6.24817 42.2678 34.9763 10.7605 351.373 281.925 57.2797 16.5205 40.7591 16.2364 27.2861 24.2175 224.646 11.261 5.44947 69.4479 9.08217 60.3657 48.766 12.4087
internal_count=7516 251 168 107 7265 648 407 341 241 175 166 6617 260 197 87 6357 684 103 581 488 433 240 199 93 5673 1568 1306 317 989 962 875 809 4105 3037 1068 414 330 195 138 654 151 135 111 611 482 85 2886 2316 605 183 422 103 386 340 1711 149 69 570 72 498 383 262
is_linear=0
shrinkage=0.03


Tree=159
num_leaves=54
num_cat=0
split_feature=14 21 14 3 21 48 50 42 11 9 4 50 42 14 4 50 14 14 3 4 42 42 14 31 14 13 3 3 4 11 37 31 31 32 11 3 50 32 14 42 42 46 32 32 50 3 11 14 50 14 11 4 11
split_gain=0.610218 1.29357 1.20097 1.51855 1.68028 0.625141 1.01982 0.782477 1.62201 1.85754 2.03306 1.55502 1.53927 2.84565 1.24026 1.172 0.957581 1.04258 0.931987 2.14043 2.95828 1.52793 1.83091 1.57164 1.31436 1.25942 1.18108 3.98809 1.90756 2.35967 2.81327 1.40519 1.1067 1.04537 1.5154 1.83403 2.44641 0.892015 1.53054 0.935874 2.44469 1.46527 0.708644 0.594871 0.547588 0.541133 0.492911 0.437423 0.426333 0.38461 0.262628 0.203553 0.182512
threshold=0.79135572139303489 0.41096404744368098 0.76154939587775416 0.14267985856113155 0.44199178219582225 1.5000000000000002 3.1307312134163801 3.3414481346551912 0.66692775118394609 0.22500000000000003 0.25866188769414583 3.3536489182451987 3.376441577715048 0.62847490347490365 0.26975051975051983 2.7040907083446837 0.69133291614518166 0.66899038461538474 0.084523809523809543 0.32697368421052636 4.817302015487253 4.7037836835244127 0.63822788353863402 0.16000000000000003 0.62233560090702966 0.90000000000000013 0.1012820512820513 0.10893210283454187 0.31142241379310348 0.73610271519268089 1.0000000180025095e-35 0.16000000000000003 0.2950000000000001 0.53500000000000014 0.7717716874410715 0.51250000000000007 2.9797363981426757 0.32000000000000012 0.60180165816326536 3.4809981774225514 3.4656344265871386 1.0000000180025095e-35 0.17500000000000002 0.15000000000000005 3.3361473422153938 0.16609637741713215 0.68059878154418929 0.69716905901116444 2.8153069638604364 0.64608739837398388 0.72567692074613976 0.39990933816863111 0.71118805662349061
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 7 -7 8 -1 10 15 16 13 -9 -11 -10 17 50 19 25 21 22 -21 43 -22 -14 28 -28 46 30 31 48 -33 37 -35 36 -36 39 -39 40 -29 -41 51 -24 -40 -17 -20 -25 -30 -26 -12 -31 -32
right_child=1 -3 3 4 -6 6 -8 12 9 14 11 -13 18 -15 -16 45 -18 -19 26 20 24 -23 23 47 49 -27 27 33 29 42 52 32 -34 34 35 -37 -38 38 44 41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54
leaf_value=0.016242115359302763 0 0.026675293942153327 0.0028852132663906263 -0.02511731236500872 0 -0.014914206793836928 0.0011521375388631285 -0.03583309533930145 -0.0041163045833363257 0.0017549475211766983 0.0046410208058016416 -0.017845282715049478 -0.030289281833567903 0 0.023848088582968881 0.019102824734364098 0.0083217966216575495 -0.01626728469768967 0.033215600312543551 -0.013488444686795125 0.0014655670894158101 0.023174576798142631 -0.01309475576800358 0.028610741639329102 -0.026814721948130765 -0.0038756068511805195 -0.029357967721869598 0.00047043208963438977 -0.011210935442119166 0.0059104548436848163 -0.010253747643292758 0.026891809524025933 0 0.032227537667923391 -0.023607622314399588 0.027920297991855175 0.012685767960024009 0.012538361282683175 -0.017613742992370476 -0.0093474010430158426 0.020731074242847779 -8.8080988755830206e-05 0 0.0051884897236942748 0 0.0047970353418552783 0.010749606630923171 0.0062964851112984601 0.0018077455162275528 -0.0099921622741613071 -0.0048247943519872868 0.022279946210401524 -0.027222908061595316
leaf_weight=7.2826484832912675 4.3106370940804473 2.1411805893294513 5.3487765211611977 6.1400945018976909 3.1393239572644234 6.5510130152106267 6.1413130015134811 2.9320980980992308 5.5994914136827019 5.5873503889888507 5.0938335135579162 7.5926562696695319 3.9916050042957059 4.6431551724672318 4.6890248134732246 5.3649091869592649 5.5737273022532454 5.3314107954502097 2.1451716627925626 4.6743438038975063 3.3806129749864331 3.6089733699336639 2.3819673955440503 2.8426863607019186 4.0164342839270812 3.7353271143510938 4.017642378807067 27.296238796785474 3.9798872824758345 2.3126998096704465 3.0388742405921212 2.9315284201875329 2.6923961509019136 1.9374702088534812 3.0523348301649094 1.8106908369809387 3.0656920038163662 2.0713167125359169 7.3676185430958849 15.7601435277611 6.6841008197516194 471.35251732589677 3.2863744385540485 3.6225133594125509 1.9324174812063573 7.143733574077487 3.9499301696196198 2.399459027685225 3.4569971300661564 4.5925366366282105 5.0555122718214989 5.1086819106712937 3.2134332219138741
leaf_count=53 54 43 51 55 38 37 39 25 39 53 33 43 36 50 33 37 37 30 27 45 40 39 36 40 43 58 43 264 46 30 38 41 38 25 65 36 54 27 150 127 72 4873 32 40 42 59 57 28 39 50 30 64 32
internal_value=-0.00032009 0.00868465 -0.000411384 -0.00887169 -0.0161994 -0.000225206 -0.00677767 -9.47342e-05 0.0030406 0.00119913 -0.00123782 -0.00630161 -0.000425568 -0.0137057 0.0126714 0.00642672 -0.00172769 -0.00578856 -0.000249752 -0.00471392 -0.00100048 0.00597913 0.00146992 0.00833816 -0.0127734 -0.0186973 4.22611e-05 -0.000295473 0.00529008 0.00190623 -0.00412179 0.00344664 0.0147589 -5.83728e-05 0.00950433 0.00255723 -0.00464577 -0.000250329 -0.00849258 -5.57666e-05 0.00472932 -0.000403685 0.013205 -0.00128571 -0.0139736 0.0116089 0.0204137 0.0201062 -0.00448475 -0.0189523 0 0.018255 -0.0204786
internal_weight=727.373 6.45182 720.921 14.6282 9.27942 706.292 12.6923 693.6 64.3143 57.0316 46.7553 28.6471 629.286 7.57525 10.2764 18.1081 21.0545 15.4808 621.711 39.2465 31.5195 19.5299 15.921 11.2466 11.9896 7.72693 582.464 546.348 36.116 30.0209 19.3131 13.0608 5.62392 542.331 9.86619 7.92872 6.11803 532.464 11.3714 521.093 33.9803 487.113 10.7078 6.00448 9.30004 12.5086 6.0951 5.24215 7.43688 8.60897 10.1493 7.42138 6.25231
internal_count=7516 97 7419 144 93 7275 76 7199 447 394 308 173 6752 75 86 135 130 93 6677 455 361 228 189 144 133 94 6222 5778 444 360 234 164 79 5735 180 155 119 5555 219 5336 336 5000 126 76 192 96 84 68 85 93 63 94 70
is_linear=0
shrinkage=0.03


Tree=160
num_leaves=63
num_cat=0
split_feature=27 17 47 53 26 26 42 13 4 31 9 42 26 12 4 4 42 31 26 58 50 45 48 26 1 4 4 49 49 26 1 50 34 50 42 50 42 42 12 50 12 50 31 1 58 4 4 50 4 4 42 4 42 9 47 50 5 5 1 50 50 1
split_gain=0.569858 1.4537 1.20564 1.41328 1.15629 1.14514 1.26151 2.10751 1.80608 1.675 1.10571 2.03373 0.956567 1.40198 1.28935 1.98415 2.92771 1.08112 2.71497 1.90243 1.08281 1.27434 1.02867 0.943549 2.28825 1.91338 1.78671 1.67319 1.0657 1.2042 0.99272 0.924464 1.56135 1.41935 2.87022 1.40375 2.618 1.65784 1.40808 2.67825 3.32324 2.17588 1.52871 1.09845 1.25688 1.23104 2.80846 3.00236 2.43035 1.95248 2.99805 1.96999 1.52519 1.13657 2.21537 2.20305 1.08175 1.96657 1.08102 1.81397 0.983309 0.940629
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 13.500000000000002 13.500000000000002 4.2667341507509216 1.0000000180025095e-35 0.3246621621621622 0.28500000000000009 0.17500000000000002 3.5368030955064285 11.500000000000002 0.52500000000000013 0.3618055555555556 0.25760368663594474 3.6467622390330523 0.16000000000000003 12.500000000000002 1.0000000180025095e-35 2.7815080780430619 1.5000000000000002 1.5000000000000002 10.500000000000002 3.6355547771300549 0.35805860805860812 0.44150798281440623 1.0000000180025095e-35 0.15500000000000005 11.500000000000002 4.2210518081758552 3.3973861251426389 1.0000000180025095e-35 3.6374120912428598 4.6858418598895959 3.315707808323157 5.134415438056247 5.0005279307147701 0.32500000000000012 3.3536489182451987 0.52500000000000013 3.3536489182451987 0.23000000000000004 3.3697022760782955 1.0000000180025095e-35 0.30901856763925734 0.35948717948717951 2.533010400260828 0.29099462365591405 0.44228301638481288 4.8037733451769924 0.50490196078431382 4.6335050209865809 0.17500000000000002 3.5000000000000004 3.0678793895128593 0.24662162162162166 0.046693482230278659 3.6355547771300549 2.533010400260828 3.1307312134163801 4.8644654116384185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 5 -3 4 23 6 9 -8 -9 10 -2 -12 22 17 15 16 -15 18 19 20 -14 -22 31 25 27 -4 -27 -25 -26 -30 -28 35 56 -34 -35 36 43 38 41 42 -41 -37 61 -1 45 48 47 -47 53 50 -48 -51 -49 54 -45 -55 57 -33 59 -46 -61 -40
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 11 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 28 26 30 -29 29 -31 -32 32 33 34 -36 37 -38 -39 39 40 -42 -43 -44 44 58 46 49 52 -50 51 -52 -53 -54 55 -56 -57 -58 -59 -60 60 -62 -63
leaf_value=-0.012894590595400032 -0.013145977490645201 -0.006548681577013906 0.0025934849299109296 -0.015370162338163218 0.012607019413135001 -0.019076777628508228 -0.025902171746633507 -0.0183742488753167 0.016095230668332013 0.014775790827191554 -0.012394173902881955 0.019599329315318662 0.011978230945300147 -0.023202002596855457 -0.0098926375834252067 0.028818177764635897 0.016027495403342664 -0.0027829361209394552 -0.029331093195390973 -0.025451908977740492 0.0019958725061005791 -0.020282014579301049 -0.0098000903130860666 0.022675090241647235 -0.0066264822995638012 0.026482988253196359 0.0199932206228212 -0.0015822358078334527 -0.0038622868670129158 0.019814153195267459 -0.0060417929903497447 -0.0011013039839480826 -0.024902680263035454 0.0067057395560663176 -0.022351441475126438 0.005254518606681473 0.023109031938426512 -0.012530670006946848 0.0027198418601111622 0.025590477340626867 -0.0018886239249929189 -0.013234533265392801 0.020749385608874897 0.008887392263546387 -0.015310540136556383 -0.020205717745560309 0.013806943544079112 -0.0084470481820585492 0.020199829957494201 -0.012119674505226049 -0.0027057770408903214 0.0016436491923058829 0.01045294840778152 0.0074673633592425926 -0.0044946528130633805 -0.0047473571408342954 -0.015693889038875315 0.020584367510857488 -0.0090992501743278574 0.0058184363226841101 -0.012068564656707526 -0.012441566595397666
leaf_weight=6.3416941277682772 5.9255708232522064 11.006764112971721 47.107502188533545 3.1132441312074652 13.238210758194326 4.0391099527478209 4.3184811128303391 2.078487079590559 3.1284238202497363 6.3715348322875789 3.042296726256609 3.5566487647593021 4.6241798438131871 2.5600609779357892 3.3143642386421552 3.3559311795979738 4.2748734848573804 55.617618323303759 5.3190004015341392 2.9338265731930724 5.8611590750515443 3.2158537060022354 9.6570114716887456 5.6929855132475478 27.666569862514734 6.6150756506249291 1.738246591761708 3.7189793400466442 3.8508866215124717 3.0751932822167873 3.5557493381202221 49.185928598046303 4.7779150456190136 7.1169838383793813 4.8691846430301666 17.418899352662269 4.0052589820697895 4.7589334510266772 29.148640256375074 12.609497759491207 5.1309035141021004 8.2412205850705487 3.709596528671681 14.054803453385828 5.7414376623928574 13.345384865999224 20.174313069321215 9.2646818598732334 6.4179262593388549 14.984357367269693 18.173085678834468 22.734958304092288 6.2102752225473514 49.212337567470968 48.755621187388897 17.392691243439913 3.7916261181235305 3.8595653455704442 25.073975284583867 20.025376584380869 2.8455619402229777 3.9608190199360243
leaf_count=59 49 95 467 38 110 28 33 31 45 54 24 38 55 20 50 31 58 554 163 74 59 40 57 52 216 109 37 29 30 38 45 508 43 55 32 166 96 54 270 157 45 91 44 110 115 130 224 95 64 171 258 332 72 415 323 132 21 50 351 226 43 35
internal_value=-0.00030838 0.00123998 0.00268306 0.00359398 0.00417885 -0.00435343 -0.00193271 -0.0108306 0.00105536 0.00230494 -0.00370029 0.00403624 -0.000766288 -0.00358233 0.00506312 0.0106014 0.000239103 -0.0051738 -0.0108801 -0.00434569 4.3309e-05 -0.0055172 -0.00021008 0.00301537 -0.000180628 0.0054923 0.0162311 0.0126325 -0.00389185 0.00606918 0.00183115 0 -0.00308492 -0.0110941 -0.00477901 0.000576671 -0.000356688 0.00398734 0.00507059 0.00779612 0.017376 -0.000507994 0.00294925 -0.000704282 -0.000412754 0.000491515 -0.00191627 -0.00987709 0.00239494 0.00103926 0.00585237 -0.00370082 -0.000442894 0.00143587 -0.00138629 0.00418323 -0.000586802 0.000435242 -0.00456547 -0.000348535 0.00324757 0.000662171
internal_weight=726.907 162.84 130.379 119.373 116.259 32.4606 28.4214 9.52539 5.20691 18.8961 12.5245 6.59895 564.067 91.0769 13.5052 10.1909 6.83493 77.5716 21.954 16.635 13.7012 9.07701 472.99 103.021 44.0046 59.0166 11.9091 9.41196 34.5926 6.92608 5.294 463.333 73.6012 16.7641 11.9862 389.732 304.754 84.9785 80.2196 54.5595 17.7404 25.6601 36.8191 300.748 294.407 240.72 104.887 28.8203 135.833 76.0667 38.3474 37.7193 15.475 129.415 62.8104 66.605 56.8371 53.0455 53.6864 28.6124 22.8709 33.1095
internal_count=7516 1568 1266 1171 1133 302 274 109 76 165 111 62 5948 1104 159 109 78 945 391 228 154 99 4844 1023 365 658 191 81 284 68 82 4787 709 130 87 4078 3216 862 808 551 202 257 349 3120 3061 2326 1282 297 1044 985 482 503 167 980 433 547 579 558 735 384 269 305
is_linear=0
shrinkage=0.03


Tree=161
num_leaves=63
num_cat=0
split_feature=0 49 43 45 43 3 43 31 3 43 11 31 11 26 26 21 43 21 47 27 0 31 11 49 11 21 53 3 11 11 47 5 31 26 3 3 5 43 12 12 3 31 11 3 21 26 5 5 21 3 5 47 11 12 47 11 11 47 3 5 47 31
split_gain=0.789861 3.24392 1.63026 0.624281 0.586078 1.00703 3.21501 1.6362 1.83969 2.43641 1.91366 1.2453 1.5693 1.22011 3.06147 1.84038 3.12829 1.52051 1.17431 1.47422 1.43807 1.35322 1.04018 0.969946 1.89855 1.06056 0.96477 1.21805 1.82595 1.25527 1.56747 1.38845 2.13359 2.34723 1.33594 1.15779 1.18657 1.16293 1.92295 1.75224 2.61282 1.73909 1.62664 2.45198 2.35048 1.41046 1.49615 1.80093 1.41197 1.3589 1.34764 1.37511 1.42401 1.1657 1.26466 1.15639 1.13339 0.970374 1.07642 1.54738 0.935219 0.91018
threshold=51.500000000000007 0.19000000000000003 0.25000000000000006 0.97500000000000009 0.074999999999999997 0.12060606060606062 0.25000000000000006 0.31000000000000011 0.25245098039215691 0.52500000000000013 0.8471436159080955 1.0000000180025095e-35 0.75413596120821635 8.5000000000000018 6.5000000000000009 0.36689170450205044 0.25000000000000006 0.30257611665546713 3.5000000000000004 1.0000000180025095e-35 49.500000000000007 0.16000000000000003 0.72567692074613976 0.15500000000000005 0.92122471326599864 0.39116643587525701 1.0000000180025095e-35 0.1012820512820513 0.80039597484269975 0.7717716874410715 2.5000000000000004 0.32305502846299816 0.16000000000000003 7.5000000000000009 0.061553030303030311 0.1126984126984127 0.22792207792207794 -0.12499999999999999 0.52500000000000013 0.52500000000000013 0.56250000000000011 0.23000000000000004 0.93464361590809553 0.5375000000000002 0.43370392910138034 3.5000000000000004 0.07483905579399143 0.062418346836329859 0.36233510479454678 0.13310480342311679 0.031754032258064523 4.5000000000000009 0.93464361590809553 0.12500000000000003 3.5000000000000004 0.68059878154418929 0.70775301753491615 4.5000000000000009 0.099019607843137278 0.036375661375661381 3.5000000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 26 6 22 8 9 11 -10 12 -7 14 60 16 -15 -18 21 20 -20 -13 -6 24 -17 -25 27 28 29 30 56 32 33 -32 -35 36 -29 39 53 42 49 -40 45 44 -44 -37 47 48 -47 -41 51 52 -51 54 -39 -28 -1 58 59 -34 -12 -56
right_child=1 2 -4 -5 5 7 -8 -9 10 -11 13 18 -14 15 -16 23 17 -19 19 -21 -22 -23 -24 25 -26 -27 55 35 -30 -31 31 -33 57 34 -36 37 -38 38 41 40 -42 -43 43 -45 -46 46 -48 -49 -50 50 -52 -53 -54 -55 61 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.00056261291779561835 -0.030446896876458424 0 -0.018543499759325802 0.027235480875709629 0.024958941058035582 0.018789025639073045 -0.0082595959866541158 0.0157822370264236 -0.013827916839793602 0.030613903593259589 0.01056024151645021 0 -0.00143926901216051 -0.015267902818890603 0.016981756992033969 -0.017110879950204078 -0.0029266923703160285 0.017247201311486361 -0.010651527485674918 0.0087213490536598697 0.010453608186711729 0.025212680499091578 0 -0.0016644469615481605 0.0057028062567323111 -0.024188032316878615 0.00049839297138146383 -0.022130311124464709 -0.015494149744484341 0.01786317881011313 0.020081687125233397 -0.008139174436218418 -0.011266706544763184 0.0064001641237720255 -0.010200588546356821 -0.016431063789189029 0 -0.017717475825698947 -0.014443948073602979 -0.0039296143963312167 -0.011794002602811953 0.0019251767201843681 -0.035589940232193661 0.006823285726694113 -0.0061308184771818493 -0.0010099418720817053 -0.013343639878610791 0.016046238308636024 0.0049048908015128624 0.00586631570459789 0.026564167509369994 -0.0049183240803680828 0.028517490578418542 -0.00048654416175458699 -0.011953594470624915 -0.015024339543353154 0.021954430466719306 0.024118597477896169 0.022295672292388893 0.010334286582170704 -0.004977248227077416 0.0087550480446731624
leaf_weight=4.4482625760138017 3.6158360671251994 1.8828523568809032 1.4724887851625679 1.9430352756753564 3.6729494715109459 9.2149009462445957 25.966115321964025 7.7080172728747121 9.1884052241221053 3.3018034966662517 4.0124479234218624 3.3395802211016408 4.5857290402054778 5.295737310312691 11.842601994052528 5.0782497571781304 4.1829737797379485 10.321307914331554 15.295790127478545 7.6124693900346747 3.1336152888834468 3.2596361041069031 2.9384904885664582 3.7114403415471298 8.0391681613400561 5.6772154029458761 6.8490581624209872 4.5182070769369584 4.1891994662582865 5.5727608911693087 3.3634567782282856 11.686642989516256 4.414549648761751 5.2394144050776985 16.868343062698841 4.1794344075024119 4.2442497760057449 7.5687664002180082 20.155357274226848 3.9996637031436029 5.0672242753207675 7.2781114745885125 3.9410784766078013 5.2402131389826527 7.8089911248534918 125.66553489305079 6.2651492655277243 6.9878631792962542 50.40982969570905 8.8417639201507026 5.8476790133863679 4.1990196444094172 4.0299308225512496 156.34657736681402 3.2001374587416649 8.888922041282056 5.9632427748292685 4.0830573914572588 3.0227952543646088 7.8226884137839079 17.368376683443785 4.1485705813392997
leaf_count=42 83 49 40 79 43 113 241 79 98 58 29 34 43 49 116 40 41 101 159 78 34 43 32 35 66 43 84 44 38 63 47 67 53 60 178 41 26 74 190 30 46 55 35 49 67 1258 36 100 540 93 46 38 38 1673 45 127 54 52 41 92 134 34
internal_value=-0.000302444 -0.00909225 0.00496722 0.015978 -0.00018231 0.00131611 -0.00335098 0.0024309 0.00159868 0.00618351 -0.00103095 0.00419415 0.0117144 0.000479023 0.00483334 -0.00280597 0.00363635 0.0110604 0.000779918 -0.00190803 -0.00666718 0.0120137 0.014723 -0.00872004 -0.00280303 -0.0161304 -0.000676467 -0.000444137 0.00302612 0.00421871 0.00294309 0.000839359 0.00333983 -0.00217106 -0.00597523 -0.00104991 -0.0117759 -0.000818045 -0.0025239 0.00055598 0.00708584 -0.00990158 -0.000413543 -0.00927049 -0.016944 0.000341905 0.000760774 0.00129026 0.000653062 0.0109219 0.0137849 0.00880294 0.0137449 -0.00129696 -0.00927502 -0.00797101 0.0135632 0.0108516 0.00664762 0.0020035 -0.00171253 0
internal_weight=726.017 8.91421 5.29838 3.82589 717.103 174.747 32.5776 142.169 134.461 49.7435 84.7179 46.4417 13.8006 75.5295 33.2234 42.3061 19.8 14.5043 32.6411 26.0419 18.4294 6.59922 6.61144 22.5061 13.1174 9.38866 542.356 526.618 76.6744 72.4852 66.9125 56.5009 44.8143 25.4712 22.1078 449.943 8.76246 441.181 198.698 242.483 31.9853 27.4335 210.498 16.9903 11.7501 193.508 189.328 183.063 176.075 26.9181 22.9184 17.0707 12.8717 171.264 14.9175 15.738 10.4115 19.3431 15.26 12.2372 21.3808 7.34871
internal_count=7516 251 168 128 7265 1709 316 1393 1314 562 752 504 156 654 279 375 191 142 348 271 193 77 75 184 106 78 5556 5345 787 749 686 590 523 285 238 4558 70 4488 2071 2417 291 245 2126 151 102 1975 1934 1898 1798 245 215 169 131 1826 153 211 96 238 186 145 163 79
is_linear=0
shrinkage=0.03


Tree=162
num_leaves=63
num_cat=0
split_feature=0 0 42 32 32 26 40 1 42 21 3 42 27 0 42 32 24 50 43 3 50 1 4 3 14 31 31 3 50 14 26 1 26 12 3 26 40 32 13 3 42 21 14 3 21 4 43 1 31 26 32 34 13 3 0 4 26 3 26 1 43 14
split_gain=0.755008 2.34523 5.46486 0.613223 1.3511 3.22139 1.24178 1.34417 1.11571 0.906332 0.615541 0.836325 0.683255 0.893376 1.42634 1.23258 1.50924 1.87749 1.86214 1.38378 2.19076 1.84613 1.75681 1.43984 1.34145 2.77528 2.33458 1.90229 1.40092 1.19814 0.943007 0.919569 0.812463 1.53227 1.97427 1.42565 4.79255 2.36374 3.71015 3.66806 2.55101 1.71794 1.34849 1.32595 1.83416 1.30068 1.25053 3.89261 2.37117 2.04266 2.04832 2.02952 3.85881 2.43053 1.73879 1.52689 2.18317 1.49165 1.89508 1.43817 1.85114 1.80543
threshold=51.500000000000007 502.50000000000006 5.0009086044551614 0.53500000000000014 0.32000000000000012 8.5000000000000018 1.0000000180025095e-35 3.7885744636323824 3.5031786463077683 0.30755568841877889 0.61250000000000016 3.7222509892493991 1.0000000180025095e-35 49.500000000000007 4.817302015487253 0.17500000000000002 1.0000000180025095e-35 2.7815080780430619 -0.22499999999999998 0.13100686498855837 2.8625437813686543 4.6345953588972035 0.32071428571428579 0.10275263951734541 0.66565040650406515 0.31000000000000011 0.16000000000000003 0.48750000000000004 3.2806961417784364 0.64346246973365628 10.500000000000002 3.7467622390330519 11.500000000000002 0.52500000000000013 0.18634259259259262 10.500000000000002 1.0000000180025095e-35 0.18500000000000003 1.0000000180025095e-35 0.48750000000000004 3.5031786463077683 0.42783764153025716 0.68217893217893233 0.1568375422148294 0.32479088507391707 0.39990933816863111 -0.22499999999999998 4.702810210776204 0.2950000000000001 8.5000000000000018 0.17500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.5375000000000002 37.500000000000007 0.37245222489560004 9.5000000000000018 0.09232954545454547 6.5000000000000009 3.5131377898343916 0.32500000000000001 0.62414383561643849
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 10 9 8 -8 -5 -6 12 -12 32 14 15 19 17 -17 -18 20 22 -22 -14 -24 25 26 -21 28 -26 -16 -15 -20 35 -34 -35 46 37 39 -39 40 42 43 -37 45 -45 -38 47 48 49 50 -1 52 -48 59 -49 -56 -57 -54 -59 61 -61 -53
right_child=1 2 -4 6 5 -7 7 -9 -10 -11 11 -13 13 30 29 16 18 -19 31 24 21 -23 23 -25 27 -27 -28 -29 -30 -31 -32 -33 33 34 -36 36 41 38 -40 -41 -42 -43 -44 44 -46 -47 51 54 -50 -51 -52 53 57 -55 55 56 -58 58 -60 60 -62 -63
leaf_value=-0.0036436190470864787 -0.033058570361968569 -0.023858549834922218 0.030181777055210704 -0.016725748064238027 -0.009228538557406598 -0.029514618070463683 0 0.036245725661363568 0.0063980378117947526 0.010601345983045164 0.00083224924977234828 -0.017414161722019761 -0.0075329010386708814 0.023702028380999534 -0.023290312379126234 -0.027775073419655412 0.016729366846803213 -0.0005402204223965097 -0.014707940483973423 0.012856243144153782 -0.0198001563536301 0.0020428574955203413 0.026571622448886788 0 0 0.027358075594501905 -0.00052319385469497466 -0.013419410403555437 0.016325825715148318 -0.000803245293552463 0.0029509914948731963 0.0024218857112193802 -0.0047562212532737402 -0.0036065399530275932 0.020059477318662075 -0.004444677867859544 0.010956741826081777 0.018015211367705734 -0.014834239452331434 -0.0071634798599186471 0.020432670498203714 0.012159034265589511 0.017368263982714079 -0.020912962677314986 -0.0014755751486268999 -0.0093249589458384383 -0.0019015818349879963 0.033197492530798803 0.018812613165547838 -0.0078262717089086966 0.0074014019771329737 -0.0091762295001649244 -0.0047197557982522013 0.013920308871173478 -0.0010380894676699005 0.0048144214537097028 0.032613603858143693 0.02672598272198402 0.0044076432559939944 -0.010398816228131528 0.0029193209896782217 0.018331993575090553
leaf_weight=33.429128834046423 2.389804754406212 3.491658004000783 2.8923777602612972 2.4339713510125858 3.4701360696926695 4.5776771893724799 2.1705982424318782 1.959047809243202 6.3295361809432507 4.3553356602787971 3.4850882329046717 4.1316880788654089 4.1287184637039918 3.1681156735867244 3.5233856793493015 4.1837894208729267 4.961644660681487 5.7427984848618507 4.7621962279081327 20.777005039155483 8.142344110645352 5.1355499541386953 4.2599206995218992 2.669901791960001 16.686971117742367 5.9864611793309441 24.774248289875686 6.8397010602056971 6.197710081934928 6.4438566472381353 6.9947299379855394 5.3433904051780701 76.478719770908356 6.6223948644474131 5.2960320636630058 7.1456859242171031 5.2058357754722255 4.6422191858291617 8.1652599200606328 7.1513185650110236 27.364494206383824 3.9423625245690337 3.5575104728341103 10.74677781481296 8.5075100082904083 5.7990066846832633 124.4603424416855 3.2088241353631046 4.9202208360657087 35.212941506877542 26.853942135348916 3.8162058144807807 3.0391897112131145 4.8957722280174485 7.676473316736522 7.8430645400658232 4.1733990516513586 7.992470942437647 7.3334748791530728 63.080378270708025 10.155739244073628 4.1056662146002054
leaf_count=344 22 129 100 30 31 156 49 24 100 36 32 29 34 57 35 43 35 60 28 197 75 46 49 30 169 60 189 46 66 64 65 42 911 56 66 63 51 33 80 61 318 45 27 93 84 58 1073 29 49 357 223 29 53 42 81 107 39 134 204 560 83 35
internal_value=-0.000293248 -0.00895485 0 -0.000176335 -0.000304102 -0.0100442 0.00623563 0.0193833 0 0.0010495 -0.000117778 -0.00849018 -1.32528e-05 0.00175963 0.00108344 0.00196159 -0.0038969 -0.0129333 0.00175492 0.00340967 -0.00268759 -0.0110017 0.00678028 0.0161216 0.00531145 0.0082313 0.00547786 2.71816e-05 0.00438741 -0.00964425 0.0103314 -0.00519701 -0.000526487 -0.00314975 0.006572 0 0.00331272 0.00859246 -0.00237238 0.0118269 0.01557 -0.0054684 0.00244077 -0.00802677 -0.0127364 0 -0.000873328 0.00153194 -0.000965264 -0.00208416 0.00118554 -0.00219566 0 -0.00582927 0.0126546 0.00870553 0.0153363 0.0127588 0.0166274 -0.00712569 -0.00846735 0.00444206
internal_weight=725.232 8.77384 6.38404 716.458 703.565 12.4031 12.8932 4.12965 8.76351 7.82547 691.162 7.61678 683.545 150.722 140.56 130.592 24.9938 9.92659 15.0672 105.599 24.3364 13.2779 11.0585 6.92982 81.2621 51.5377 45.5513 29.7244 22.8847 9.96724 10.1628 10.1056 532.822 88.3971 11.9184 444.425 92.228 58.0265 12.8075 45.219 38.0677 34.2015 10.7032 30.2591 19.2543 11.0048 352.197 123.318 100.416 95.496 60.2831 228.879 142.825 86.0538 22.9018 19.6929 12.0165 18.3651 15.3259 81.158 73.2361 7.92187
internal_count=7516 251 229 7265 7062 223 203 73 130 67 6839 61 6778 1390 1268 1169 208 103 105 961 234 121 113 79 727 446 386 281 235 99 122 70 5388 1033 122 4355 913 582 113 469 408 331 90 286 177 109 3442 1229 973 924 567 2213 1464 749 256 227 146 391 338 707 643 64
is_linear=0
shrinkage=0.03


Tree=163
num_leaves=63
num_cat=0
split_feature=0 0 45 14 32 11 14 32 14 3 1 3 27 11 14 14 1 14 3 3 14 31 1 21 11 14 14 1 11 17 11 3 0 14 1 21 14 11 46 12 5 3 5 0 48 41 3 0 3 43 14 14 1 1 2 41 14 21 11 1 17 14
split_gain=0.729875 2.25986 2.82458 1.43929 0.582172 1.53819 2.21001 1.28967 1.2973 1.15185 0.806895 0.578895 0.641153 1.04006 2.16393 1.63315 1.55689 1.95162 1.14224 1.59847 2.18784 3.08325 1.93511 1.49701 0.952482 0.976357 1.17964 1.31356 1.49639 0.901544 2.39196 2.93784 1.57501 1.6705 1.2523 1.24806 1.10051 2.72937 1.85367 2.60443 1.04883 1.86194 1.74204 2.46326 1.6195 1.70005 1.04169 1.03654 1.17933 0.926811 0.857594 0.841636 0.819731 1.73279 1.26175 0.788728 0.783446 1.41747 0.693333 1.40309 0.688052 0.674844
threshold=51.500000000000007 502.50000000000006 0.97500000000000009 0.50977198761457165 0.53500000000000014 0.72836123857922808 0.64237451737451756 0.32000000000000012 0.60776772247360489 0.41250000000000003 3.6220508338618549 0.61250000000000016 1.0000000180025095e-35 0.75611338215075197 0.67175839552238814 0.62296459033341967 3.769702276078295 0.72591692443658873 0.56250000000000011 0.51250000000000007 0.6503424657534248 0.31000000000000011 3.6794269646841418 0.34491139100437762 0.74850946649616978 0.63299319727891168 0.67278338945005622 4.3539840504870346 0.71801725825488583 1.5000000000000002 0.69858908400027009 0.13514669502693458 33.500000000000007 0.71852992957746487 4.4370527171589424 0.46315941937027727 0.70280062671367027 0.90149954435563784 1.0000000180025095e-35 0.4250000000000001 0.042572463768115944 0.19292803970223329 0.025657894736842109 35.500000000000007 1.5000000000000002 1.0000000180025095e-35 0.061553030303030311 38.500000000000007 0.51250000000000007 -0.27499999999999997 0.69416099773242645 0.753907203907204 4.5224360325704707 4.6186198135562337 3.5000000000000004 1.0000000180025095e-35 0.68120471014492767 0.43370392910138034 0.68549313361399677 3.9981547678983662 1.0000000180025095e-35 0.66565040650406515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 -6 10 11 -9 -8 -7 12 29 15 18 -14 17 -16 19 20 21 23 -22 -15 25 -17 27 -27 -29 30 31 46 33 -32 60 36 40 38 55 51 42 44 56 -44 45 -42 -1 -34 -49 -37 -50 -40 54 -54 -28 -38 61 -58 59 -51 -33 -31
right_child=1 2 -4 -5 5 6 9 8 -10 -11 -12 -13 13 14 16 24 -18 -19 -20 -21 22 -23 -24 -25 -26 26 52 28 -30 35 32 34 47 -35 -36 49 37 -39 39 -41 41 -43 43 -45 -46 -47 -48 48 50 58 -52 -53 53 -55 -56 -57 57 -59 -60 -61 -62 -63
leaf_value=0.021114774125372684 -0.032767274107969799 -0.026661768170444265 0.027438218059394875 0.0065485545867220848 0.025774529575132772 0 -0.023793727621354815 0.0070671520124860297 -0.01506036267584712 0.00099915032840175834 0.025732004145532374 -0.0082386427618455736 -0.018889125178619393 0.0065012555200859223 -0.017072345342815789 0.017792919799208353 0.0078606616755852367 0.0031297852152462227 0.023535175552937396 -0.0048221043271027162 0.031057438199063991 0.030943250742925584 0.0049077930598861348 -0.0049852907794557368 -0.013278993421769112 -0.023117586966117008 0.00045328552435761158 0.0072042349544973478 -0.011550954983362375 -0.0011899385764073047 0 -0.0020118715023192991 -0.013327878313398137 0.033399938381185656 -0.035101722461907653 0.019910902258093551 -0.01917860406870792 -0.020717421043874036 0.0010714461274406546 0.029015905589362193 0.0062100407834297534 0.019743631700096517 0 -0.036777867476952511 -0.01422936536089266 -0.0045967884189150746 -0.00025005018140826843 0.0057223220620397962 -0.011041734103808676 0 0.004051990851268404 -0.010437726967996632 -0.019312984362005209 0.0059838102858333214 0.01712706511925054 -0.0039502715960445288 0.0059775296094955552 -0.013394697904675465 -0.0057492402775357948 0.028032774099105116 -0.020615546464377552 -0.0062777205314538511
leaf_weight=2.475501957349481 2.3412324022501689 2.6369639900512993 2.1224264902994037 1.4877215698361395 2.6116792764514676 1.9519698470830897 3.0505696814507246 2.5973615050315848 9.6790302069857699 2.5794619806110859 2.6829824708402157 7.6044047698378554 4.2373591968789688 24.469377335160971 10.363616306334739 2.8232677904888979 6.3811009610071769 6.4357171095907679 3.3198168799281111 10.876975294202564 5.8837378546595556 3.3881293451413503 5.6282022967934608 16.778493473306298 4.216274074278771 3.0885077668353942 10.352726850192999 7.5684245182201249 7.1315337615087628 224.69677235838026 2.6531441351398817 5.429595246911048 2.9540302604436866 3.1731441803276539 2.7262646276503792 3.784938244149088 6.6470534689724419 8.6146776676177961 27.852128705009818 2.5813748538494101 38.931308777071536 5.0578300300985566 3.419715514406561 2.8290160484611988 5.4175305739045134 18.919686840847135 6.6306928331032395 58.980800686404109 7.1577589977532607 4.5452464865520579 5.3895271643996239 6.8221076587215057 3.4793823705986124 6.6204620134085417 7.524769037961959 8.0588798373937607 25.806417540647093 3.5741656608879557 4.6857605837285519 2.0664839521050453 3.3502649096772066 27.042805716395378
leaf_count=23 22 110 92 27 32 36 38 24 199 55 42 61 40 245 72 33 59 48 29 75 55 43 43 133 36 31 123 83 72 2235 26 68 19 40 23 46 41 75 327 26 394 54 54 24 31 173 87 621 67 68 48 85 33 61 76 56 261 37 46 27 48 258
internal_value=-0.000283839 -0.00889045 0 -0.013547 -0.000169709 0.00608135 0.000100721 -0.000294486 -0.00985961 -0.0117608 0.0156403 -0.000112922 -1.12603e-05 0.00170675 0.0036692 -0.00140757 -0.00409939 -0.00903432 0.00631857 0.00530908 0.00738832 0.00416557 0.0190873 0.00168258 0 0.00126849 4.55881e-05 -0.00582279 -0.00152488 -0.000508971 0.00201997 -0.00694055 0.00440588 0.0193633 -0.0170196 -0.00111522 -0.00143575 -0.00518449 -0.0024247 0.00100027 -0.000777911 0.00252447 -0.00158518 -0.0170749 0.000995517 0.00256874 0.00524216 0.00310679 0.00390444 0.00724184 -0.00412587 -0.00106779 0.00400458 -0.00235416 0.00791515 -0.0114009 -0.00120765 0.00334342 0.00220302 0.00872298 -0.01008 -0.00176485
internal_weight=724.188 8.58834 6.24711 4.12469 715.6 12.8767 10.265 702.723 12.2764 5.63003 4.63495 690.447 682.842 150.568 93.5252 57.0427 23.1804 16.7993 70.3447 67.0249 56.1479 44.636 11.5119 41.2479 52.8053 48.5891 45.7658 17.7885 14.7 532.275 100.921 20.6123 80.3084 5.82629 11.5061 431.354 416.271 60.5762 51.9615 37.2556 355.695 68.3264 287.369 6.24873 63.2685 57.851 9.10619 74.4821 71.5281 15.0824 12.5473 34.6742 27.9773 10.0998 17.8775 14.7059 281.12 29.3806 11.2975 6.61173 8.77986 251.74
internal_count=7516 251 229 137 7265 203 171 7062 223 93 78 6839 6778 1390 802 588 179 120 623 594 519 421 98 378 548 512 479 186 155 5388 1070 249 821 66 139 4318 4131 610 535 438 3521 652 2869 78 598 567 110 755 736 187 115 412 293 94 199 97 2791 298 141 95 116 2493
is_linear=0
shrinkage=0.03


Tree=164
num_leaves=56
num_cat=0
split_feature=0 49 49 45 32 11 14 32 26 1 1 11 49 26 11 26 1 11 1 26 26 49 14 27 14 1 12 14 9 4 12 9 1 1 48 5 1 56 14 1 1 1 1 12 14 14 32 32 14 26 26 14 11 14 9
split_gain=0.699969 2.96167 1.23562 1.08366 0.554755 1.46481 2.08606 1.2179 3.14238 1.12939 0.754712 0.716386 0.567256 1.77293 1.2362 0.995493 0.934055 3.86094 2.244 2.33844 1.17273 1.12761 2.03552 1.09793 1.30347 3.38289 0.882505 1.05593 1.14668 1.64255 0.738151 0.788899 2.41992 1.91439 1.64997 2.39821 1.6431 1.90665 1.85426 1.63181 3.79991 1.26838 1.3599 1.26286 1.14114 0.94275 0.769887 0.615106 0.536504 0.509649 0.470671 0.292763 0.212216 0.2007 0.0359395
threshold=51.500000000000007 0.19000000000000003 0.22000000000000006 0.97500000000000009 0.53500000000000014 0.72836123857922808 0.64237451737451756 0.32000000000000012 8.5000000000000018 3.769702276078295 3.6220508338618549 0.87890860664678472 0.32500000000000007 7.5000000000000009 0.90736531605434367 10.500000000000002 3.4792268092965979 0.86640860664678465 3.4948420730940497 9.5000000000000018 12.500000000000002 1.0000000180025095e-35 0.66565040650406515 1.0000000180025095e-35 0.61811868686868698 3.4334948141752979 0.4250000000000001 0.61948410123296571 0.17500000000000002 0.26975051975051983 0.65000000000000013 0.12500000000000003 3.5194678211575181 3.5467622390330522 1.0000000180025095e-35 0.22048611111111113 3.578938214467795 1.0000000180025095e-35 0.64956140350877212 3.5194678211575181 3.5368030955064285 4.9554551764248354 4.8353876939440843 0.52500000000000013 0.64480286738351267 0.69253938832252093 0.15000000000000005 0.15000000000000005 0.64956140350877212 8.5000000000000018 7.5000000000000009 0.66043559282552999 0.68816001945609639 0.64956140350877212 0.17500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 -6 10 12 11 54 -7 -9 16 -14 26 -16 17 20 19 -18 21 23 -23 24 -1 50 27 47 -29 -30 31 32 -20 46 35 39 38 -38 -35 44 -41 42 45 -37 -33 -36 -34 -15 -43 -5 -26 -44 -31 -21 -8
right_child=1 2 3 49 5 6 9 8 -10 -11 -12 -13 13 14 15 -17 18 -19 30 53 -22 22 -24 -25 25 -27 -28 28 29 52 -32 34 33 36 41 43 37 -39 -40 40 -42 48 51 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56
leaf_value=0.014327653845868676 -0.029933527838286844 0.031035516144819517 -0.017428147319796965 -0.0005051136240335082 0.02525160728953162 0 0.0036613941011175554 -0.0075366901560087332 -0.029343074180449964 -0.025768499334831996 0.024887104763748495 0.0099930704666953522 0.011758962749710682 0.012134170004021718 -0.005795447622062402 0.013826271860124624 0.0033388021769962845 0.030236276816675414 0.016808342958899672 -0.012276036820880647 -0.012787386210939554 -0.016324662522132317 0.010591895968589633 0.017853947229451342 0 0.018849273932333467 -0.023238317285857096 -0.025693102332955919 0.010137084424981947 -0.0044229380965989098 0.011886046066397874 -0.020475199326403168 -0.0050230624470102205 -0.0020957694169613924 0 0.026786490817571607 -0.0031478771238307901 0.0091786985944499778 0.019802069041696221 0.026353296303863027 0.0011248409145945203 0.00014203594845336673 -0.0086826508341047333 0.0044539013535248827 0 -0.0080658005283971088 -0.023804335791295109 -0.0050893474075028398 0.016955421589830801 0.023889376592454704 -0.01289738486959593 -0.022175462468972788 -0.020722762562739451 -0.028595647935730602 -0.0022266282027861655
leaf_weight=6.3732213191688123 3.3806438934989256 1.0664890715852378 2.0579073624685407 0.78815100900828872 2.5902594476938239 1.9519698470830897 1.5635064095258715 3.5756844580173475 4.4010387482121587 2.4786904565989971 2.6974127031862736 4.2290222868323326 5.2724115001037708 3.0751428604126039 4.6175264380872232 3.9787981584668159 4.4497627168893796 4.4211612343788138 5.9669829439371815 3.4583752993494272 4.4680194202810517 6.0967513956129533 3.7942442335188389 5.6649181600660077 3.186634765937927 5.0629549799486986 3.9940809123218051 3.8085421156138173 3.3954245066270214 2.5064614927396178 4.4935849606990805 4.971642214804886 5.1378582529723626 6.2551090009510499 42.270986150018871 4.9212727993726713 160.74019315745682 11.745692557655273 6.5117534715682268 5.310532057657837 280.93827892141417 4.9417497403919679 7.1139028407633287 5.6890803277492523 4.0882942862808704 18.817954557016492 4.7871225764974952 3.6608222723007202 3.2252595657482743 1.136759892106056 9.5295524317771179 3.7550219483673573 3.2569404728710651 4.3638111874461174 1.5556639544665811
leaf_count=61 83 27 68 24 32 36 35 38 156 21 42 29 48 45 40 35 38 49 58 32 46 52 34 59 28 52 39 32 40 32 30 41 38 59 390 36 1367 118 57 53 3162 49 64 37 34 185 42 35 29 49 94 24 40 35 37
internal_value=-0.000275819 -0.00878233 0.00483687 -0.00189248 -0.000164734 0.00594621 0.000101965 -0.000286635 -0.00960887 -0.011466 0.0151655 0.0012247 -0.00011033 -0.00368893 -0.00645252 0.00271221 8.75586e-05 0.00408657 -0.000225539 -0.01282 0.00120983 0.00299135 -0.00539944 0.00599206 0.0028397 -0.0010582 -0.010023 -0.00683607 -0.0118591 -0.00503917 2.97871e-05 -5.47469e-05 -0.00158667 -0.00219638 0.000728319 0.00174466 -0.0014645 -0.00226408 0.00874369 0.00121371 0.0016319 -0.00307208 -0.00440106 0.0156711 -0.0111009 -0.00251861 -0.0149657 0.00203174 0.00774554 0.01197 -0.00961804 -0.0142027 -0.0150263 -0.0226142 0
internal_weight=723.591 8.42995 5.04931 3.98282 715.161 12.8375 10.2472 702.324 12.2057 5.59786 4.64938 7.80471 690.118 37.5662 32.2937 8.59632 652.552 48.5975 603.954 12.2719 44.1763 39.7083 9.891 29.8173 24.1524 17.7791 23.6974 19.7033 12.9674 9.15883 591.682 587.189 201.145 195.178 386.044 305.919 185.253 172.486 12.7669 295.309 286.249 80.1249 71.9579 10.6104 9.05994 61.0889 9.92498 6.73597 8.16701 1.92491 12.7162 10.8689 5.7634 7.82219 3.11917
internal_count=7516 251 168 141 7265 203 171 7062 223 93 78 67 6839 386 338 75 6453 475 5978 105 426 380 86 294 235 174 263 224 144 112 5873 5843 1739 1681 4104 3363 1601 1485 116 3290 3215 741 663 73 75 575 80 80 78 73 122 88 72 67 72
is_linear=0
shrinkage=0.03


Tree=165
num_leaves=63
num_cat=0
split_feature=0 49 43 43 1 1 28 14 14 11 14 1 46 14 13 1 31 26 14 11 11 14 1 11 29 32 11 11 49 14 14 17 26 1 14 26 32 11 32 11 58 12 14 1 11 14 11 34 0 1 34 1 14 13 1 26 32 31 58 26 14 1
split_gain=0.670683 2.86857 1.47283 0.546688 1.09849 0.830445 0.677736 1.71465 2.40529 1.81187 1.61723 1.31282 1.40228 0.879348 1.81808 2.06186 1.0054 3.43061 1.54065 1.49036 1.54466 1.46264 2.30791 1.29667 2.64948 2.56597 2.32052 3.06416 1.2711 1.19888 1.72179 2.13562 2.11806 2.06495 3.93893 2.67424 1.96575 1.17878 1.10846 1.06262 0.94753 0.92491 0.773781 0.973361 0.999411 1.80419 1.59106 0.667594 0.663482 2.675 1.29462 0.949012 4.10045 1.07004 0.88699 1.40519 2.8976 1.5814 1.54114 2.02555 2.43382 2.08341
threshold=51.500000000000007 0.19000000000000003 0.25000000000000006 0.074999999999999997 3.388574463632382 3.342730752564798 1.0000000180025095e-35 0.62719568567026207 0.66899038461538474 0.68273594447144703 0.62414383561643849 3.4839835643916452 1.0000000180025095e-35 0.74679434489561081 0.70000000000000007 4.414485388880232 0.16000000000000003 12.500000000000002 0.73606811145510853 0.93936166279661715 0.92917064739399213 0.70359603789836356 3.6556752830605155 0.91475446598121968 2.5000000000000004 0.18500000000000003 0.90888869428251373 0.9060868288067645 1.0000000180025095e-35 0.73606811145510853 0.67879188712522065 1.5000000000000002 11.500000000000002 3.578938214467795 0.65536398467432966 13.500000000000002 0.16500000000000004 0.68872574916131091 0.15000000000000005 0.72836123857922808 1.0000000180025095e-35 0.32500000000000012 0.61830143540669869 3.5845066141412256 0.78991006739326874 0.61070261437908513 0.91475446598121968 1.0000000180025095e-35 49.500000000000007 4.927030492346792 1.0000000180025095e-35 4.7339486192976263 0.64748844052122756 1.0000000180025095e-35 4.420773815517415 8.5000000000000018 0.16500000000000004 0.31000000000000011 1.0000000180025095e-35 6.5000000000000009 0.63299319727891168 3.6656344265871392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 47 13 10 9 -9 42 -10 -13 16 15 -15 17 18 21 20 29 23 38 26 25 -25 27 -7 37 30 33 36 -33 34 -18 -35 -32 -24 -23 -20 -28 -16 43 -8 45 -45 -46 -1 51 -50 -51 54 -53 -54 55 56 58 -57 59 61 -61 -6
right_child=1 2 -4 4 48 6 7 8 11 -11 -12 12 -14 14 41 -17 19 -19 39 -21 -22 22 28 24 -26 -27 40 -29 -30 -31 31 32 -34 35 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 46 -47 -48 -49 49 50 -52 52 53 -55 -56 57 -58 -59 -60 60 -62 -63
leaf_value=0.01657854015847153 -0.029767945400678175 0.015678695728913162 -0.017931976268258376 -0.011299957060187793 -0.0096673907158097133 -0.0023217915915728225 -0.0037642526045137013 0.012472763604970176 0.022238224789002201 -0.0088920817087943232 0.02604656919136655 -0.009013576815319127 0.0049482380496363356 -0.0274394867367861 -0.011608660691324203 -0.00138718803573781 0.018344752058133802 -0.028692108092414615 0.023285894677141063 -0.010251076063527334 0.015266241996568121 -0.0095905705687338843 -0.00073515291254353855 0.0013618663758435637 -0.015518435136093463 0.019075841696097693 -0.0071520048464905703 0.018969609529868894 0.0024936614469049743 -0.0086898022294421354 0.0056215951442152726 0.023962414253281997 0.0022336540068849564 -0.0059232423912250615 -0.011732714446814365 0.009680539728396706 -0.021702970929559941 -0.020746423024413253 0.0097338372195295685 0.0017743762171179651 -0.027629152700738277 0.0066394131237706424 -0.0078342229746831901 -0.0079514310847325301 0.028474210741202963 0.018905516268323107 0.0043452137086863202 0 0.035624598099619625 0.016914281686676531 -0.0048375263565995615 -0.018631883240785133 0.014041911015537901 -0.0021723904132759419 0.0070943058162037101 -0.0034201024598098729 0.027978608109083147 0.011672427711212515 -0.011076162474509434 0.0299820957649777 0 0.009500016558331029
leaf_weight=4.2899439092725506 3.2998008457943779 3.5825841203331947 1.3963512713089583 5.7013411093503228 10.057031603530055 152.85563012212515 5.7985867783427301 3.5944913178682318 3.0531325936317435 34.047505348920822 3.4982513114809981 7.7277212813496581 31.698267927393317 5.9554263511672616 3.2402035370469102 5.8912374656647444 12.137396168895068 4.1206507980823508 3.284122968092559 9.3626959994435293 7.2743666134774676 3.7391722537577134 4.0262018181383672 28.865971824154258 5.50520693976432 10.121062811464069 6.4565180018544179 6.0942275002598754 3.0108292289078227 9.9092783741652948 8.2789271092042345 9.8420176552608627 7.9356258641928425 50.14546796027571 5.3289404772222033 11.893261428922413 3.0380384232848874 14.457773260772226 7.3134218137711287 6.9424527175724506 4.0507855974137783 8.4072164576500636 3.5076993517577639 5.8749620849266666 4.7582941800355893 3.3120119981467724 6.4823818877339363 3.5029938314110041 2.4054558593779793 3.2655961047857982 7.9000970087945461 10.140802592970433 7.2564068883657438 6.0475148428231478 26.511761417612433 58.740485584363341 4.3631604025140396 6.6742439158260813 5.9871160127222529 5.1604550853371602 3.9359239507466555 9.9546834332868439
leaf_count=48 83 128 40 50 66 1689 44 46 26 275 30 45 308 62 49 43 103 132 36 62 58 32 50 325 70 127 43 65 29 80 92 119 81 474 40 116 25 139 69 80 75 123 28 62 42 32 47 35 34 62 70 101 52 72 270 564 45 60 77 46 51 89
internal_value=-0.000267372 -0.00866894 0.00476551 -0.000159267 0.00129057 -0.000637564 -0.000791608 0.00123761 -0.00107664 -0.00663823 0.00696967 0.00371908 0.00202854 -0.00135457 -0.00701191 -0.0152201 -0.00100041 -0.00209578 -0.00162353 0.00106941 0.00197462 -0.00211972 -0.00805685 -0.00118182 0.00330999 0.00618743 -0.00239906 -0.00144495 -0.0137912 0.00108386 0.00204514 0.0082675 0.0147296 -0.000171659 0.00879962 -0.00281399 -0.00144222 -0.0167632 0.00260878 0.00957211 -0.0159754 0.000946258 0.00436576 0.00627147 0.00941996 0.00128814 0.0154029 0.00890068 0.00176532 0.00815124 0.00118195 0.00115708 -0.00429434 0.00630411 0.0021805 0.000870053 0.00536488 -0.00175789 0.00224086 0.00524159 0.0168141 0
internal_weight=723.011 8.27874 4.97894 714.732 174.102 540.63 532.837 113.353 80.1211 37.642 33.2322 42.4791 39.426 419.484 23.4941 11.8467 395.99 260.844 256.723 135.146 125.783 246.497 32.5474 213.949 44.4922 38.987 169.457 158.95 21.4948 118.509 108.6 29.0946 17.7776 79.5051 17.4663 62.0387 11.317 18.484 11.0526 10.2266 10.5073 11.6474 29.7339 26.2262 20.4277 9.18697 11.2407 7.79294 168.401 13.5711 11.1657 154.83 23.4447 13.3039 131.385 104.873 39.4584 65.4147 35.0952 29.1081 9.09638 20.0117
internal_count=7516 251 168 7265 1709 5556 5473 985 700 321 285 379 353 4488 277 105 4211 2961 2829 1250 1188 2713 319 2394 522 452 1872 1754 218 1130 1050 317 200 733 143 590 117 189 101 116 118 172 255 227 183 94 89 83 1659 166 132 1493 225 124 1268 998 374 624 329 252 97 155
is_linear=0
shrinkage=0.03


Tree=166
num_leaves=63
num_cat=0
split_feature=0 49 42 5 14 14 1 4 58 50 41 42 43 26 26 1 1 14 1 42 42 43 1 50 48 12 26 0 49 50 4 1 1 1 1 49 14 42 42 4 28 42 1 42 42 1 43 26 1 43 42 42 50 42 1 43 14 14 14 12 1 42
split_gain=0.643276 2.77408 2.8609 1.11508 0.535857 1.18623 0.723796 0.884439 0.569767 1.788 1.84091 2.12748 1.47718 1.08142 2.29308 0.926522 1.16836 0.740329 1.22088 0.683066 0.664894 1.0329 1.66859 1.47725 0.599207 2.37647 0.762348 1.20002 1.56653 0.877162 0.830583 1.89843 2.31688 2.07586 1.0162 0.774251 1.80853 2.02031 1.97826 1.64978 1.79151 1.05478 2.62326 2.64121 2.34802 2.33589 1.86674 1.38759 1.34462 1.32015 1.49431 1.32345 1.13631 1.07411 2.58971 1.33776 0.772944 1.59153 0.93832 0.511501 0.488068 1.05222
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.055792328889834257 0.79135572139303489 0.76154939587775416 4.5377900106069626 0.72500000000000009 1.0000000180025095e-35 2.4194005465518993 1.0000000180025095e-35 3.3965620836455082 -0.37499999999999994 4.5000000000000009 6.5000000000000009 3.6437425525307248 3.6942656022803053 0.58081632653061233 3.5368030955064285 3.5031786463077683 3.3965620836455082 -0.22499999999999998 3.4467622390330521 3.315707808323157 1.5000000000000002 0.52500000000000013 12.500000000000002 39.500000000000007 1.0000000180025095e-35 3.315707808323157 0.41172122951176043 3.715634426587139 3.5131377898343916 4.8131109377704355 3.6355547771300549 0.32500000000000007 0.64530791788856312 3.5498703649766381 3.6286845113717572 0.39990933816863111 1.0000000180025095e-35 3.4809981774225514 3.5565212271721318 3.5437425525307247 3.4616029401188846 3.578938214467795 1.0000000180025095e-35 10.500000000000002 4.8711467457757456 0.074999999999999997 3.6327695455485052 3.5946542398839054 3.0678793895128593 3.3414481346551912 4.2714664839669494 0.25000000000000006 0.67327315541601263 0.69467984934086646 0.72860431052521457 0.27500000000000013 3.9303249852141158 3.6661845113717573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 7 -7 24 15 12 -12 -11 59 -15 -10 -17 -13 19 -19 -16 22 -22 -23 26 -26 35 56 30 -30 31 32 -29 -33 -34 41 37 -37 -39 40 -40 44 43 46 48 52 47 -43 53 51 -51 -47 -44 54 -1 -55 -28 -58 -59 -14 61 -6
right_child=1 2 3 -5 60 6 -8 -9 9 10 11 17 13 14 20 16 -18 18 -20 -21 21 23 -24 -25 25 -27 27 28 29 -31 -32 33 34 -35 -36 36 -38 38 39 -41 -42 42 45 -45 -46 49 -48 -49 -50 50 -52 -53 -54 55 -56 -57 57 58 -60 -61 -62 -63
leaf_value=0.025029489939525574 -0.029603167418191113 -0.024452774955500804 -0.0014637035923881208 0.031425191296444867 0 -0.01879518054288638 0.0015847818457532207 0 -0.020835873473493048 0.019506256399717717 0.021806975360124971 0.0027792577177688542 0 0.015525354829275197 -0.011692540606621268 0.013122819133409343 -0.013250791043291086 -0.011008090234619804 -0.019169360133413308 0.013329653987377763 0.023724545176377704 0.0043750289294886115 0.00092868919447482601 -0.012020250575362601 -0.020606744306085313 0.0048882227471884199 0.013891227529617205 -0.019753681859585231 -0.0014712302371594128 0.016045488871089898 0.00080004902578577829 -0.029387101034198594 0.014293914982545114 -0.00065089452484561224 -0.0043685455450296097 0.016032660457518524 -0.01953091028643358 -0.022449292671211415 0.012197216307808985 -0.01587062829419986 -0.011214200197129879 0.010008123674602402 0.027137019279709195 -0.019333558254725772 0.023833138373232053 -0.012152607205922861 -0.012101020970291988 -0.0070554827812181102 -0.0086115616836250197 0.015254753303153391 0.0026424743636112922 0.00024824690564153251 0.0029605074488028098 0.0026644447315600731 0.0038318009541980151 -0.015877785102926825 -0.015263775292356344 0.014373321211433768 -0.0039576208567618848 -0.020091439826892883 0 0.02926688121955506
leaf_weight=6.1338249482214442 3.2209299118258041 1.6380086503922937 0.90044231154024634 2.4189654076471925 1.7796427626162761 7.0035163518041355 3.5585068985819808 3.8985422123223543 6.2363675106316787 3.5459911823272696 1.511772153899076 1.8658260330557848 2.4251430742442599 8.7154481932520849 4.3107354547828427 2.0835136454552412 3.8337289681658149 2.0215593185275789 11.92375778686255 1.7448201430961487 2.9343438651412717 7.3582565272226956 48.951827117241919 12.331397271715103 5.533932223916052 6.9756874218583107 4.5984686277806786 4.9884843062609496 6.6248165303841215 3.5278575867414474 5.3477053381502619 7.5071203010156733 4.950033391825853 3.8351794052869081 4.527681116014719 5.2058913558721569 5.1322079161182037 4.1852128691971329 9.7710884883999842 4.2292387578636399 3.7609095480293027 11.860013072378939 4.4689494334161264 10.768191321752964 5.1298782378435126 7.7911343574523917 9.9356255698949081 6.0915944017469874 7.5887266173958769 9.6050259703770262 83.480794942006469 240.86174821387976 3.882753137499094 16.036789881996814 36.310442276299 4.2010121997445813 4.1041646897792807 5.6822257759049517 3.5570252677425742 3.1010933741927147 2.6983721330761909 1.9530492639169095
leaf_count=51 83 61 15 92 27 68 29 47 145 27 21 18 28 67 54 47 74 33 221 31 37 91 522 211 31 45 55 44 62 44 55 68 51 45 45 43 59 26 97 53 31 94 36 74 47 56 69 46 45 75 854 2486 29 129 233 29 45 60 44 41 31 39
internal_value=-0.000258926 -0.00853677 0.00460431 0.0212225 -0.000153341 -0.000241072 -0.00868853 -0.0125504 -5.37139e-05 -0.00189407 -0.000649433 -0.00912749 0.00102816 0.000193157 0.00110986 -0.0127567 -0.00285814 -0.0123448 -0.0145333 0 -0.000503338 0.000117654 0.00241922 -0.00560909 0.000340787 -0.0060648 0.000497915 -0.00268789 -0.00555144 0.00422832 -0.0089363 -0.0111751 -0.0033772 -0.02037 0.00485249 0.000891162 -0.00354047 -0.000177967 -0.00440426 0 0.00518505 0.00121373 0.000565164 -0.00680465 0.00446784 0.00139946 -0.00164999 0.00387337 0.00290537 0.000992655 0.0040381 -0.000125658 0.0169309 0.00441806 0.0071389 -0.00100873 0.00356286 0 0.00674611 -0.0123416 0.00831016 0.0151042
internal_weight=722.157 8.17835 4.95742 3.31941 713.979 707.548 14.4606 10.9021 693.087 124.896 112.742 19.0677 93.6742 90.1282 84.602 12.1536 5.91724 17.556 15.6901 3.76638 75.8866 71.5758 51.8862 19.6897 568.191 12.5096 555.682 59.2508 41.3089 10.1527 31.1562 25.8085 14.4662 11.3423 9.47771 496.431 32.2845 27.1523 21.9464 17.7612 13.532 464.147 388.746 38.6554 75.4007 350.09 27.8872 17.9516 70.2708 341.739 93.0858 248.653 8.3517 62.6821 42.4443 20.2378 17.9419 13.3434 9.23925 5.52624 6.43106 3.73269
internal_count=7516 251 168 107 7265 7168 144 115 7024 1668 1402 324 1078 1051 982 266 121 303 285 64 915 861 559 302 5356 76 5280 618 414 106 308 253 140 113 96 4662 309 250 207 181 128 4353 3819 283 534 3536 209 140 487 3471 929 2542 65 442 284 158 204 149 104 69 97 66
is_linear=0
shrinkage=0.03


Tree=167
num_leaves=63
num_cat=0
split_feature=0 15 42 32 32 26 40 1 42 21 1 1 42 1 26 40 43 9 9 26 31 40 40 58 21 0 0 21 21 48 42 43 34 9 1 1 42 21 43 1 1 45 21 42 29 26 1 43 21 9 31 43 26 29 1 26 31 1 9 43 1 42
split_gain=0.624126 2.45952 4.38411 0.538909 1.15622 3.02 1.11072 1.26395 1.01793 0.794124 0.562952 0.476385 2.35728 1.76696 2.26093 1.4622 1.13317 1.01523 1.16542 1.73427 1.08706 0.71992 0.626494 2.25071 2.39767 2.39891 4.25277 1.85939 2.01738 1.48562 1.37288 2.27888 1.86302 1.62898 1.46868 1.33049 1.50999 1.63862 2.24609 1.34837 1.56276 1.24122 1.13617 1.09914 3.00981 2.39437 1.15641 1.049 1.0477 1.00582 1.7233 1.10347 0.932063 1.25689 1.62833 0.953331 0.50239 0.455018 0.43192 1.36616 0.324311 0.305299
threshold=51.500000000000007 1.0000000180025095e-35 5.0009086044551614 0.53500000000000014 0.32000000000000012 8.5000000000000018 1.0000000180025095e-35 3.7885744636323824 3.5031786463077683 0.30755568841877889 3.769702276078295 3.4792268092965979 3.4656344265871386 3.4948420730940497 9.5000000000000018 1.0000000180025095e-35 0.25000000000000006 0.27500000000000008 0.17500000000000002 9.5000000000000018 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.41096404744368098 24.500000000000004 28.500000000000004 0.40142787597286578 0.37934748478142077 1.5000000000000002 3.5782217993645888 -0.47499999999999992 1.0000000180025095e-35 0.22500000000000003 3.5498703649766381 3.6065212271721316 3.6345066141412254 0.36233510479454678 -1.0000000180025095e-35 3.637649039618045 3.6556752830605155 1.0000000180025095e-35 0.30481467655785865 3.8753381686865334 1.5000000000000002 9.5000000000000018 3.8044269646841418 0.074999999999999997 0.41840154775321392 0.17500000000000002 0.12000000000000002 -0.22499999999999998 9.5000000000000018 1.5000000000000002 3.6314869276388984 7.5000000000000009 1.0000000180025095e-35 3.6666825895759683 0.12500000000000003 -0.22499999999999998 3.4855547771300555 3.5437425525307247
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 11 9 8 -8 -5 -6 -10 12 16 14 -13 -14 17 18 19 -1 21 -20 29 24 25 41 -27 28 -28 30 31 -15 33 42 -35 47 37 38 -37 -38 -41 -24 -33 44 46 -46 -26 49 -47 50 -32 -51 53 54 -25 -55 -19 -57 59 -34 -16 -60
right_child=1 2 -4 6 5 -7 7 -9 10 -11 -12 13 15 22 60 -17 -18 56 20 -21 -22 -23 23 52 43 26 27 -29 -30 -31 35 32 58 34 -36 36 39 -39 -40 40 -42 -43 -44 -45 45 48 -48 -49 -50 51 -52 -53 -54 55 -56 57 -58 -59 61 -61 -62 -63
leaf_value=-0.013307177264497021 -0.031788502871642699 -0.022174111278015041 0.0295303051059056 -0.016217026887881188 -0.0084911791704969375 -0.029195689905421044 0 0.034888804828094949 0.014153579615191822 0.010094953430846947 -0.0020873127416617459 0.0037027950976831567 0.034777259256505315 -0.01061240046321422 -0.011180423310858339 0.0049689724652897697 -0.01020456779722342 -0.010403739336094902 0.0089179132538399 0.010899744449096241 -0.00064468221595604096 0.028281719732895134 -0.0022318537685578053 0 -0.0047528760946139587 0.023623969565597945 -0.0020363465517718839 -0.015720719198477427 0.010937730469672976 -0.01142335733284343 -0.0030498760488720609 -0.0053289186874153713 -0.0015125177806314422 0 0.027163326345517828 -0.0077743492937624769 -0.015757751268993123 0.022010624621809954 0.017583963747158097 0.011556006197384987 -0.00024609981190164016 -0.022613849504287013 0.0049326235063752756 -0.0052815393327805167 0.041748308940833777 -0.0030008544833465111 0.013575237838329632 0.0054273361471980346 0.01685388431412221 0.0043694266080885691 -0.034002997113451262 -0.016553725704669543 -0.027246066780513507 0.017837613226955901 -0.030728350017831824 -0.015161673383161623 0.00077642176836528385 0.0020078174112818812 0.018035905079636677 0.015469578359183667 -0.028519600095362526 0.0050037975631521707
leaf_weight=5.296218253672123 2.5520408684387785 2.8054677112959325 2.6580603383481503 2.3791243191808444 3.4451974676921946 4.2500142902135849 2.1713880207389584 1.9255275372415779 3.450252678245306 4.3289007823914289 2.8456873130053282 4.8598801884800178 2.8558904379606238 7.8802871610969296 3.9072945043444633 4.1520719910040498 7.7364141177386037 6.1215504109859449 6.4107177294790727 4.8619683645665646 3.7167382482439288 3.5569978952407837 5.4482923280447704 3.3451738543808478 11.549086371436713 5.9074756950139991 148.04935591574758 8.1032991819083673 11.344859747216104 8.7086069956421834 3.8016041535884204 20.576260816305876 7.4129362795501939 3.007569456472992 3.783419537357986 7.435109969228507 4.6410270491614929 5.6826740372925988 5.0250338837504396 10.314156194217501 242.51727111358196 7.1379784317687154 17.841631623916328 5.0311390664428464 3.2603403534740218 2.7311898646876198 4.0073603941127667 3.8243646882474414 7.4035949734970927 5.4396988842636382 3.5027451887726784 3.3535594958811945 3.0950023997575036 2.0307330321520567 3.3629219643771648 2.2249834164977074 6.347852922976017 2.0016758888959885 12.069061988964675 8.2188574802130479 3.9779948880895972 3.7026345618069163
leaf_count=47 41 110 100 30 31 156 49 24 66 36 34 42 34 52 37 40 68 73 67 51 30 39 38 35 89 46 1375 52 91 51 46 136 53 29 36 67 41 58 55 98 2671 109 171 67 41 24 45 34 71 55 18 32 113 31 47 32 54 29 92 64 31 32
internal_value=-0.000252238 -0.00848723 0.00207571 -0.000148946 -0.00026925 -0.00942025 0.00589012 0.0183679 0 0.00109944 0.00605099 -9.80524e-05 0.00267181 -0.000330057 -0.0113046 0.0185768 0 0.00230155 0.00601923 -0.00115512 0.0117169 0.0168384 -9.30329e-05 -0.0013199 -0.000494821 -0.0018605 -0.000897806 -0.00182559 -0.00106277 0.000636765 0.000934773 0.00430253 0.00593842 0.00186331 0.0152101 -1.00232e-05 0.000512972 0.0088318 0.00209467 -5.63301e-05 0.000220403 -0.0144331 -0.000407128 0.00677134 0.00909355 0.0194053 0 -0.00747688 0.0109682 -0.0109397 -0.0192034 -0.00313373 -0.0121066 -0.00767786 -0.0165787 0.0011529 -0.00431621 -0.00595172 0.0115662 0.00711994 -0.0211589 0.0154531
internal_weight=721.386 8.01557 5.46353 713.371 700.599 12.0241 12.772 4.09692 8.67506 7.7741 6.29594 688.575 51.0564 637.518 12.7452 7.00796 44.0485 36.312 23.8426 10.1582 13.6845 9.96772 624.773 236.034 219.974 185.991 173.405 167.498 159.394 388.739 380.03 84.4927 76.6124 45.2089 6.79099 295.537 275.615 18.1428 12.4601 257.472 252.831 12.5863 38.4179 33.9827 28.9516 13.3951 15.5564 19.922 10.1348 16.0976 7.30435 8.79326 16.0605 12.9655 6.7081 6.25739 12.4694 4.22666 31.4035 15.6318 7.88529 15.7717
internal_count=7516 251 210 7265 7062 223 203 73 130 67 100 6839 503 6336 110 74 429 361 234 98 136 106 6226 2335 2048 1711 1564 1518 1466 3891 3840 665 613 372 65 3175 2990 180 122 2810 2769 147 307 337 270 136 134 185 95 151 64 87 287 174 82 92 127 61 241 117 68 124
is_linear=0
shrinkage=0.03


Tree=168
num_leaves=63
num_cat=0
split_feature=0 49 42 43 14 1 43 58 35 40 50 42 26 26 50 32 48 26 50 50 29 50 1 42 49 32 49 4 42 1 42 32 26 26 1 13 1 43 1 1 1 14 14 14 47 26 11 14 12 12 14 1 14 42 42 14 0 14 14 50 42 50
split_gain=0.602992 2.59263 2.6671 0.879412 0.528137 1.24006 1.75348 0.551599 2.19958 1.63899 1.96134 1.78285 1.6948 2.5456 1.22266 0.878518 1.54456 0.834214 1.03081 1.40368 1.02097 1.41187 0.954236 0.866335 0.761991 0.680489 0.587701 1.48429 1.36718 2.28976 2.65101 2.12271 1.37293 1.03504 0.998154 0.967481 0.813548 0.79017 1.62331 2.36734 1.86123 1.79522 2.56923 1.737 1.71683 1.22396 1.50347 1.11975 2.62242 1.86309 1.90333 1.54971 1.82396 1.41016 2.1351 2.12081 1.51143 1.06451 3.17295 1.23957 1.01187 1.00281
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 1.0000000180025095e-35 0.5796825396825398 3.5636629030736411 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.4194005465518993 3.5223737282238914 3.5000000000000004 6.5000000000000009 2.9242685963818378 0.53500000000000014 1.0000000180025095e-35 10.500000000000002 3.6374120912428598 3.5178448824637267 2.5000000000000004 3.5178448824637267 3.6565212271721315 3.7666825895759684 0.15500000000000005 0.25000000000000006 0.32500000000000007 0.39990933816863111 3.3965620836455082 3.5498703649766381 3.6286845113717572 1.0000000180025095e-35 10.500000000000002 9.5000000000000018 3.342730752564798 1.0000000180025095e-35 3.3697022760782955 0.074999999999999997 3.5666825895759682 3.6314869276388984 3.715634426587139 0.63069358178053847 0.65419580419580436 0.63859338061465731 4.5000000000000009 6.5000000000000009 0.88313377265693205 0.63299319727891168 0.12500000000000003 0.12500000000000003 0.68120471014492767 3.4904342711995948 0.69657494145199073 3.4809981774225514 3.5253934147262185 0.61948410123296571 38.500000000000007 0.66899038461538474 0.67327315541601263 3.1307312134163801 3.8222509892493988 3.315707808323157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 -7 26 -9 10 25 14 -12 -14 -11 16 -13 18 19 24 21 23 -22 -19 -15 -10 34 28 -28 -30 -31 33 -33 -32 -6 -29 -36 47 45 43 41 -41 -43 -40 60 -39 61 48 -38 50 -49 52 -51 55 -55 -50 -56 59 -59 -53 -42 -47
right_child=1 2 3 -5 7 6 -8 8 9 11 12 15 13 17 -16 -17 -18 20 -20 -21 22 -23 -24 -25 -26 -27 27 35 29 30 31 32 -34 -35 36 -37 37 38 39 40 44 42 -44 -45 -46 46 -48 49 53 51 -52 57 -54 54 56 -57 -58 58 -60 -61 -62 -63
leaf_value=-0.0068970381284556475 -0.029273249168817701 -0.024140173324091647 0.030801019730426885 0 0.013008684990901706 0 0.032378966833575919 -0.027583288456416246 -0.027389420786428316 -0.0087107675710583737 -0.017808357325971629 -0.022911486100537275 0.016940620345228335 -0.0029269634518180455 0.020446781542102055 0.0045655244963683098 -0.0014794657409768169 -0.0051527390054064001 -0.013538394533767015 0.019624746255948459 0.028286947595644547 0.017460443940195754 0 0.012939537585633059 0.01066784635235655 -0.0034182792194717027 -0.014506168410404294 -0.031631224378490995 0.025310518350695609 -0.021883247394318617 0.0026543397565465584 -0.017757798476987274 0.0045834814446918375 0.029520334354232406 -0.013547264157013151 -0.0056280215748155385 0.024642672409736256 -0.017206192871751739 0 0.010440610993738563 0.0073651081974094486 -0.02328913584993789 0.00056940062920500425 0.025479523805956365 0.021500770978086163 0.012331418329633165 -0.016807528053830345 -0.024213556025012926 -0.0012184537684073169 0.021402716328527104 0.00020681804370397986 -0.0065495350067967043 -0.002333613945566841 -0.020303752975404366 -0.012169235505586184 0.021965475060009114 0.0019651220805668862 0.017226211235322222 -0.00091498189614353952 0.00052215751717592761 0.00045553300718062105 -0.0068595268456381718
leaf_weight=3.0086439996957761 3.0752446539700022 1.5667485101148484 2.1825073845684533 1.022875673137605 5.3893627468496552 3.0605952385812998 2.6515426654368639 2.798541732132434 2.7060394417494527 1.9409264614805604 3.7062008790671817 9.7460319641977531 9.3183565214276296 39.500014444813132 2.5545032247900963 1.5737100839614875 5.2941309884190568 14.254952432587752 5.6837551929056636 2.8055647518485776 2.7213458418846121 3.931028955616056 2.1389327328652143 2.5460398793220511 3.7685329169034949 2.8416685657575727 4.9408460268750813 2.3159751482307902 3.2187534160912064 4.1988844014704254 3.0363214779645196 3.8545411601662618 5.5490547809749842 3.1934117861092091 3.606952127069234 4.4404859794303775 4.2853669337928286 5.6261725649237659 3.5189184397459012 4.0882022678852108 30.547792204655707 7.5082216113805753 7.5732553182169795 7.0680390791967511 4.7189849754795423 6.5813102731481177 3.5634708907455197 6.1448998600244504 6.3541213646531087 5.7787021715193969 4.3750141467899084 58.925930322147906 4.8266054010018706 4.2744850702583781 7.0855857059359542 6.684307262301445 92.602437407709658 8.9813516186550242 156.96586734522134 33.390350690111518 55.813105228357017 3.2449378427118063
leaf_count=25 83 61 75 32 48 34 32 64 70 36 51 188 73 412 41 36 107 196 64 25 42 59 22 33 53 51 31 17 31 27 28 37 53 40 28 73 40 34 24 31 245 44 77 66 54 59 26 40 45 53 31 580 41 29 90 51 828 86 1565 349 619 31
internal_value=-0.00024587 -0.00842543 0.00443964 0.0207683 -0.000145069 0.00708662 0.015451 -0.000245145 -0.0021004 -0.00139383 0.000216763 -0.00892743 0.00135609 0.00228381 0.0067452 -0.0135548 -0.0158795 0.000401597 -0.00170403 -6.22669e-05 0.00487285 0.00158511 0.0170944 -0.00193813 -0.00156124 -0.0167009 0.000125678 -0.00363078 -0.000325964 0.00255406 -0.0010556 0.00436522 -0.00412856 0.0178491 0.000375361 -0.016057 0.000234478 0.000342517 0.00228767 0.00360141 0.00222199 -0.00610853 -0.0110651 0.0171025 0.0040506 -0.00569884 -0.000240043 -0.00032226 0.00206296 -0.00137991 -0.0136835 -0.000866401 0.0102015 0.00114411 0 0.0103661 0.000878064 -0.00135165 5.02926e-05 -0.00393129 0.00298029 0.00538512
internal_weight=720.67 7.84738 4.77213 3.20538 712.823 8.72078 5.71214 704.102 119.83 117.032 95.9224 21.1093 90.3747 86.6685 4.49543 16.6139 15.0402 77.3502 51.7579 46.0741 25.5923 20.732 4.86028 16.801 43.2685 5.54771 584.272 34.7483 27.9918 23.051 19.8322 15.6333 9.4036 6.22973 549.524 6.75646 544.134 540.527 139.852 120.837 110.25 19.1697 15.0815 10.587 91.0799 19.0159 13.3897 400.675 121.286 279.389 10.5199 268.869 10.6053 117.001 103.963 13.0384 99.688 258.263 165.947 92.3163 86.3609 9.82625
internal_count=7516 251 168 107 7265 91 66 7174 1623 1559 1151 408 1030 979 77 331 295 906 554 490 352 288 64 229 465 121 5551 337 247 216 185 158 90 68 5214 90 5166 5138 1310 1160 1070 152 121 90 918 150 116 3828 1083 2745 71 2674 94 1043 947 96 918 2580 1651 929 864 90
is_linear=0
shrinkage=0.03


Tree=169
num_leaves=63
num_cat=0
split_feature=0 49 42 5 14 14 3 21 21 28 1 4 4 3 4 11 1 50 14 3 50 50 11 42 1 1 50 50 11 1 50 3 31 1 21 1 3 37 1 14 3 1 50 50 11 14 14 31 14 14 4 14 14 3 11 31 50 1 4 58 31 31
split_gain=0.582898 2.50386 2.56422 1.06673 0.505642 1.1189 1.39267 1.55967 1.10392 0.546623 2.22736 1.45923 2.55706 1.5367 1.49177 1.95506 3.33054 1.94256 1.47653 2.37022 1.54987 1.44668 1.26366 1.57781 1.51832 1.1357 1.12915 1.555 1.94085 1.92886 1.01319 0.971836 0.918497 1.36166 2.77726 2.56376 2.28129 3.72119 3.16657 2.67379 1.95053 1.91197 1.74323 1.48568 1.46461 2.6906 1.44316 2.53941 1.46342 1.35559 1.23351 1.21767 1.08452 1.8543 2.80839 1.71667 1.59709 1.37695 1.23316 1.09755 2.15287 1.92911
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.055792328889834257 0.79135572139303489 0.76154939587775416 0.14267985856113155 0.44199178219582225 0.41096404744368098 1.0000000180025095e-35 3.4855547771300555 0.35948717948717951 0.30495169082125612 0.1568375422148294 0.37884436160298235 0.75723584128704613 4.9554551764248354 2.8153069638604364 0.63069358178053847 0.38750000000000007 2.9242685963818378 2.9797363981426757 0.69744992305541842 3.5538288087861587 3.6054751276729711 4.3539840504870346 2.2053316966240444 3.2806961417784364 0.72122855066982183 4.6641525978018654 2.533010400260828 0.19803921568627456 0.16000000000000003 3.6666825895759683 0.37685084802867397 3.6794269646841418 0.46250000000000008 1.0000000180025095e-35 3.4948420730940497 0.62693960372403923 0.36250000000000004 3.6845066141412262 2.8153069638604364 2.8153069638604364 0.93936166279661715 0.64480286738351267 0.68642083699151313 0.32500000000000007 0.73606811145510853 0.64414928292046947 0.21680376028202117 0.63771551724137943 0.60776772247360489 0.48750000000000004 0.89503805832773364 1.0000000180025095e-35 2.7040907083446837 4.972381439688383 0.39990933816863111 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 9 -7 -8 -6 32 -11 12 18 21 -13 26 -17 -18 19 -12 -21 -14 25 -24 -25 -20 -16 29 31 -28 -26 -29 52 34 36 -35 37 38 40 -38 -34 -37 51 -41 46 -46 47 -43 50 -49 -48 -40 53 54 55 56 -1 -57 -58 61 -61 -54
right_child=1 2 3 -5 8 6 7 -9 -10 10 11 14 13 -15 15 16 17 -19 22 20 -22 -23 23 24 30 -27 27 28 -30 -31 -32 -33 33 35 -36 41 39 -39 42 43 -42 44 -44 -45 45 -47 48 49 -50 -51 -52 -53 59 -55 -56 57 58 -59 -60 60 -62 -63
leaf_value=-0.0078459183406625783 -0.029110725811394254 -0.023979042580088011 -0.0017438911301894881 0.030813855536837496 0 0.0027814634380839932 -0.024348490138142036 0 0.024611793868478962 0.015427034019119627 0.023073438675199443 0.019868239336658992 -0.023480191396938483 0 0.02493375051076727 -0.023874079139199048 -0.0082788302005100522 0.023480833793940999 -0.00090189079406556984 0.012960044921203836 -0.0039862095242830823 0 -0.013334408151295368 0.01280285001903112 0.0037857414114301473 0.019553424423268035 -0.0097207649123235967 0.040322730123312299 -0.0024929878669661155 0.015986214677933271 -0.0080916711184602363 0.0072931949496995996 0.00010137429744521823 0.028216726881016715 -0.021168002277078109 -0.021741367399723592 -0.02158051740872281 0.020743732501840195 0.00055896645408676389 0.010932614463131341 -0.02081675255175797 0.0033251398481576725 -0.0010540138371385127 -0.0079905865801340511 0.010669681041836491 -0.015892406167359329 0.031377587647116775 0 0 -0.024086373833947409 0.0099408113535094794 0.024460507088490069 0.00066202442904227229 0.013502918135903917 -0.013940787351109192 -0.01677892244256364 0.019351503497018814 0.0070928288583187865 0 -0.0072106848452128591 0.011803062802435347 -0.0055226828573445713
leaf_weight=3.1398987639695468 3.0018681474030009 1.5318312505260108 0.87856360990554128 2.2861268674023449 4.2751020276918998 5.3058945629745713 5.9673278573900443 3.1131533607840538 2.1550686312839389 9.5731768086552602 6.0059952540323165 5.4824870433658353 9.0372166922315973 6.7619660142809144 3.0846730191260603 5.3961869329214078 3.0091806426644325 3.2090374063700438 4.4854668974876386 7.0829934924840954 13.783775657415388 3.690438797697424 11.750125810503958 5.9930096492171279 9.3886775244027394 4.0608914270997047 8.2646186146885174 2.4587696343660346 2.6674898630008101 3.5499376142397514 17.063200481235981 2.0500872898846865 6.5789949065074316 3.318260019645094 6.1794453356415024 2.7144971927627912 8.1619248762726802 8.8759415503591281 3.6025455258786696 6.0128950811922541 8.2382786609232408 78.472154043614864 10.337552187964318 9.111793924123047 4.9420027341693631 9.2898317873477918 3.1289386823773411 2.969086216762661 10.497951162047682 4.74221873562783 19.114030812866986 5.8457398498430848 154.10329381003976 10.777305239811538 9.989505095407365 4.7343436144292337 10.788000425323842 3.3110012151300907 3.6604786477982989 61.983467729762197 5.4641899764537802 63.410619170404971
leaf_count=37 83 61 15 92 54 51 55 38 43 82 58 63 77 59 44 39 29 41 34 57 93 42 71 41 73 40 91 37 32 36 118 28 56 28 39 32 45 88 25 44 55 826 82 62 39 59 28 37 102 45 236 59 1453 105 87 42 118 37 41 1154 40 638
internal_value=-0.000238976 -0.00835741 0.00432932 0.0204257 -0.000140473 -0.000226154 -0.00845114 -0.0155796 0.00808158 -4.39278e-05 0.00156256 0.000538462 -0.00135188 -0.011058 0.00545586 0.00283002 -0.00678198 0.0073975 0.000970768 0.00671669 0.00154963 -0.0171237 -0.00185787 -0.00399702 -0.000370647 0.00835653 0.00817193 0.0049052 0.0157897 -0.00135962 -0.00365407 0.0275267 -0.000492395 0.00103177 -0.0022391 0.00278974 -0.000339562 0.00362185 -0.000691597 -0.00795935 -0.0112517 0.0020841 0.00694995 -3.1551e-05 0.00264667 -0.00623294 0.00376836 0.00163735 0.00915164 -0.0144295 0.0134764 0.0161694 -0.00148628 0.00270138 -0.000456123 0.00463386 0.00998404 -0.00629325 0.0143226 -0.00219062 -0.00555127 -0.00111683
internal_weight=719.861 7.69839 4.69652 3.16469 712.162 705.732 14.3864 9.08048 6.43017 691.346 147.849 138.276 99.1038 19.4896 39.1725 33.69 11.6144 6.21822 79.6141 26.8728 20.8668 12.7277 52.7414 44.195 32.4449 8.54636 22.0756 18.9909 7.17635 11.8146 26.4519 4.50886 543.496 212.134 72.9451 139.189 66.7657 43.4791 34.6031 23.2866 14.8173 135.871 19.7858 15.1247 133.156 14.2318 118.924 86.1835 32.7409 7.7113 22.243 9.44829 331.362 46.4005 35.6232 25.6337 17.5884 8.04534 14.4485 284.962 67.4477 217.514
internal_count=7516 251 168 107 7265 7168 144 93 97 7024 1285 1203 763 178 440 377 109 70 585 208 150 119 377 303 232 74 268 224 97 127 191 65 5739 1987 555 1432 516 365 277 151 111 1404 166 106 1372 98 1274 908 366 82 264 84 3752 467 362 275 196 79 159 3285 1194 2091
is_linear=0
shrinkage=0.03


Tree=170
num_leaves=63
num_cat=0
split_feature=0 49 49 49 45 14 28 31 3 0 3 26 26 40 12 49 12 14 3 34 3 31 21 26 14 14 14 0 31 3 27 31 26 58 31 26 26 0 14 0 3 48 31 21 26 31 12 14 31 0 3 14 26 29 29 13 12 14 21 3 21 3
split_gain=0.566197 2.4149 1.07186 0.969818 0.484969 0.478858 0.536921 1.67818 1.39066 4.03207 2.00924 1.18504 0.938967 2.9251 2.05626 2.32405 1.96138 2.67212 2.35091 2.9798 3.22782 2.14874 2.46841 1.91057 1.34032 2.03464 1.31852 1.24274 1.20776 1.07558 0.938214 1.3096 4.37603 1.82812 2.2661 3.10859 5.35288 2.28146 1.60576 1.88049 2.06958 1.51665 1.58042 1.49187 1.48712 1.37616 1.2419 1.37471 1.26081 1.1834 1.43735 1.15717 1.09705 1.75017 1.06635 0.983625 0.980315 0.959525 1.58657 0.931027 0.892727 0.856819
threshold=51.500000000000007 0.19000000000000003 0.22000000000000006 0.37500000000000006 0.97500000000000009 0.5796825396825398 1.0000000180025095e-35 1.0000000180025095e-35 0.41250000000000003 38.500000000000007 0.1478384990254171 7.5000000000000009 10.500000000000002 1.0000000180025095e-35 0.37500000000000006 1.0000000180025095e-35 0.52500000000000013 0.66185031185031196 0.43750000000000006 1.0000000180025095e-35 0.36250000000000004 0.23000000000000004 0.4018508480286741 12.500000000000002 0.66115363586659381 0.62583333333333346 0.61416040100250646 25.500000000000004 0.23000000000000004 0.13723808562876269 1.0000000180025095e-35 0.16000000000000003 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 9.5000000000000018 34.500000000000007 0.75582655826558276 32.500000000000007 0.082207207207207214 1.0000000180025095e-35 0.2950000000000001 0.46497500721686069 8.5000000000000018 1.0000000180025095e-35 0.57500000000000007 0.65604707792207806 0.32500000000000007 49.500000000000007 0.19526143790849676 0.73141238253178564 3.5000000000000004 1.5000000000000002 1.5000000000000002 0.90000000000000013 0.37500000000000006 0.62693960372403923 0.42685084802867401 0.15364152970912792 0.30755568841877889 0.43750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1 30 8 9 10 -8 -10 16 14 23 28 18 59 19 -9 24 -20 -23 -14 25 26 -21 -26 -16 -29 31 32 33 34 43 60 -37 51 39 40 -33 42 55 61 52 -46 48 -48 -41 -32 -51 -38 56 57 -39 -42 -35 -54 -59 -18 -36 -7
right_child=1 2 3 4 -6 6 7 12 11 -11 -12 -13 13 -15 15 -17 17 -19 21 20 -22 22 -24 -25 27 -27 -28 29 -30 -31 49 38 -34 44 35 36 37 54 -40 46 41 -43 -44 -45 45 -47 47 -49 -50 50 -52 -53 53 -55 -56 -57 -58 58 -60 -61 -62 -63
leaf_value=0.0067416872304916246 -0.02894868296608985 0.029736996498513836 -0.018528868996455665 -0.0014650385105383858 0.022556876470215027 -0.00066242830692163097 -0.0094656338061666918 0.0097059596930337538 -0.0087017228981247571 0.026512441104158506 0.020979189824875687 0.0090091855674498764 0.030121040061586182 -0.0083250826860334238 0.0048964449399694736 0.021322638160173931 0.0075869332574299642 -0.028923959868877715 0.026421993727048176 -0.01039420501581639 -0.026550603703445176 0.013003798241349895 -0.016479340140419192 0.0038074159847739275 -0.0058971797555837872 -0.019667030537653167 0.012374080724562135 0 -0.013692686536786585 0.020170232719907446 0.0005102246818937513 0.025044264567996667 -0.029229899017440386 0 0.018240212928402656 -0.031231560504750816 -0.018825002041009342 -0.0031251510357599771 -0.015978318619666049 0 0.0048976651666354327 -0.010185898210901517 -0.0037520433551852281 0.017670449057527578 -0.015605017764523757 0.0052081432634177218 0.023175949681901439 -0.00054352082840411205 -0.012822343841819685 0.017348792956575022 -0.0064531343004440231 0.00079394096179214628 0.010883566867029758 -0.012023088508549115 0.010719276081176218 0.026861903003251954 -0.024841253721820007 0.0028678873644174155 -0.02112134120821928 -0.010468765673086465 -7.1258184014281055e-05 0.0047369840751465249
leaf_weight=8.7465037368237954 2.9303136044181874 0.96618900261819352 1.7473740056157114 0.81210296787321534 1.0913397781550884 104.26560367830098 6.9526160433888471 12.085905740968881 6.7444956302642805 9.261803257279098 2.4607351813465357 6.4616636708378792 6.0963940508663672 12.183891490101812 5.3068348206579667 3.8955750614404669 4.3483326863497478 5.186009880155324 4.8783290833234778 4.2990397028625029 6.3032239135354748 6.8409381806850416 3.7413337603211403 5.1779096592217684 7.1381241567432907 8.1121197883039695 4.3872961867600679 4.3402862753719074 6.3281386280432343 4.6225636675953865 148.04951250134036 5.5821839654818204 5.3120118603110305 2.8796529918909064 4.8072551712393743 8.1333006164059025 9.681141270324586 11.913983240723612 4.585081808269023 85.963018804788589 4.6506985127925891 4.6147259324789038 4.8302312195301047 4.6498499447479835 19.69846178684384 2.7639740779995909 3.9723521433770648 3.6407193280756474 7.3917351365089408 7.9456054717302305 2.6154884267598391 2.9199327528476706 9.0988628324121255 9.0901631489396078 7.9401199035346499 4.3147456003353 3.3857858255505562 14.654349129647018 2.7509253956377497 5.338552980683744 3.3848810195922852 34.731905804947019
leaf_count=91 83 27 59 20 62 988 74 146 43 110 45 48 61 101 39 36 40 30 39 31 38 50 23 43 60 64 36 38 57 41 1372 62 176 35 47 131 121 103 58 765 41 48 78 57 586 19 34 30 57 99 29 36 82 110 78 95 50 153 26 38 24 253
internal_value=-0.000230026 -0.0083095 0.00420223 -0.00219092 0.0102907 -0.000133575 -0.000229579 0.00133139 0.00743606 0.0126606 -0.000612063 0 -0.000242249 0.00351983 0.00914778 0.0015832 -0.00211684 -0.0118928 8.18837e-07 -0.00300519 -0.0071056 0.010267 0.00191132 0.018836 -0.00306093 -0.00902877 0.000450088 0.00283173 -0.00476755 0.0104153 -0.000673426 -0.00146872 -0.00269391 -0.00209922 -0.00059883 -0.00619268 -0.00966938 -0.00392395 0.000963866 0.00165799 0.00917332 0.00382129 0.00901408 0.00126502 -0.00647909 -0.0127559 -8.31446e-05 0.0113413 -0.0011012 0.00125173 0.0108862 -0.0138688 -0.00292359 -0.000676604 0.00216405 0.0164784 -0.0143451 0.00305113 -0.000779704 -0.00176738 0.0101378 0.00064851
internal_weight=719.004 7.54732 4.61701 3.65082 1.90344 711.457 702.71 152.492 31.8813 18.6752 9.41335 13.2062 120.611 38.9887 26.8049 15.5305 81.6221 14.8729 66.7492 51.2886 39.2027 15.4606 10.5823 11.2743 32.8994 16.7985 8.68634 16.101 11.635 8.96285 550.218 391.608 262.062 256.75 192.428 48.7806 40.5885 32.4552 129.545 124.96 23.9926 18.4104 13.7957 143.647 64.3222 22.4624 100.968 7.61307 93.3548 158.611 10.5611 12.6011 41.8597 35.5943 19.8541 8.96544 6.26544 26.5041 17.4053 9.68689 8.19214 138.998
internal_count=7516 251 168 141 82 7265 7174 1331 320 229 119 91 1011 337 236 132 674 108 566 454 308 112 73 104 270 131 67 139 96 79 5843 4343 3075 2899 1838 540 469 338 1268 1210 324 262 214 1298 1061 605 886 64 822 1500 128 157 456 371 181 136 85 261 179 78 71 1241
is_linear=0
shrinkage=0.03


Tree=171
num_leaves=63
num_cat=0
split_feature=0 49 42 43 32 32 14 40 1 42 49 21 14 1 49 21 14 21 9 4 9 9 4 1 42 1 43 28 14 32 9 40 43 53 9 48 29 42 37 1 1 1 1 1 14 14 14 14 1 21 40 42 14 4 14 1 43 14 14 13 4 14
split_gain=0.541796 2.33978 2.41509 1.05094 0.520508 1.06047 1.16645 1.04609 1.19328 0.969767 0.553718 0.701466 0.550679 0.676861 0.511954 1.52257 1.56281 2.23813 1.46043 1.45541 1.10605 0.860322 1.05092 0.752331 2.16818 1.96316 0.724074 0.795184 1.37259 0.750189 1.6603 1.26572 0.67789 1.09038 1.39933 2.23144 1.87922 2.58448 2.55146 1.79518 3.60637 1.30733 1.65728 1.24079 1.21226 2.47106 1.01549 0.960936 0.941663 2.45815 3.14373 1.78475 3.00553 2.41821 1.40633 1.57365 1.5026 1.40143 1.22007 1.16444 1.14563 0.623986
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.074999999999999997 0.53500000000000014 0.32000000000000012 0.60180165816326536 1.0000000180025095e-35 3.7885744636323824 3.5031786463077683 1.0000000180025095e-35 0.343663072628004 0.68405928614640066 3.7442656022803047 0.32500000000000007 0.36535479129687387 0.61152570480928703 0.3181400228784238 1.0000000180025095e-35 0.40619293279766261 0.17500000000000002 0.12500000000000003 0.24068965517241384 3.4792268092965979 3.4656344265871386 3.4948420730940497 0.25000000000000006 1.0000000180025095e-35 0.69096016343207367 1.0000000180025095e-35 0.17500000000000002 1.0000000180025095e-35 0.074999999999999997 1.0000000180025095e-35 0.12500000000000003 1.0000000180025095e-35 1.5000000000000002 3.7065212271721317 1.0000000180025095e-35 3.5194678211575181 3.5368030955064285 3.526441577715048 3.5467622390330522 4.3313910159179709 0.69133291614518166 0.68120471014492767 0.71658075601374582 0.74499799919968002 3.5666825895759682 0.31181102330013211 1.0000000180025095e-35 3.6327695455485052 0.63299319727891168 0.20761494252873566 0.63069358178053847 3.6885744636323818 0.32500000000000001 0.62693960372403923 0.64530791788856312 1.0000000180025095e-35 0.30901856763925734 0.63603896103896107
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 14 -7 9 -9 -6 11 -11 13 -8 23 16 17 -16 -17 21 -20 -18 -23 24 26 -25 27 28 29 -1 -31 -32 33 34 36 39 41 43 -39 -36 -41 -27 -43 -38 45 -37 61 -46 49 -34 -51 52 -50 -54 57 56 -56 59 -57 -53 -55 -35
right_child=1 2 3 -5 7 6 12 8 -10 10 -12 -13 -14 -15 15 18 19 -19 20 -21 -22 22 -24 25 -26 32 -28 -29 -30 30 31 -33 48 46 35 44 37 38 -40 40 -42 42 -44 -45 47 -47 -48 -49 51 50 -52 54 53 60 55 58 -58 -59 -60 -61 -62 -63
leaf_value=0.0096970547671567566 -0.028787046362028997 -0.023730629754963487 0.030456303065989287 -0.0022072936513249141 -0.015842621388907876 0.0079492523724352393 -0.023447059015763494 0 0.034177821971907177 0.010947152458605494 0.017846549066704579 -0.012507959843650468 0 -0.00089234617388124547 0.014907301491948232 -0.0098102169978345633 -0.018482703110398822 -0.016436023800630289 0.021693043179366028 -0.030375125148341661 0 0.0081975836932446783 -0.011100626618113738 -0.012014035563136745 0.019185039015514133 0.01263040701327678 -0.0080829050661268501 0.013073503344066956 -0.012583357194228352 -0.020110169172468023 -0.0017850359614776834 0.019417538261516275 0.011362550590432998 0 -0.012101010461786044 -0.0045138768735469691 0.012069920431358065 0 -0.029147193313761605 0.030463060148243074 0.0022423503865358903 -0.022639714582986848 -0.0041697078802022973 -0.0030911686776559527 -0.015737083844167232 0.020499257471755804 0.0075845555371178829 0.00031643728433706798 -0.008621335085174724 0.0018755762348145269 -0.031413075851256883 -0.0016451596015717687 0.025078970881955508 -0.0036833409537566568 -0.0029557478057311857 -0.0070818752074260057 -0.025822885639515594 0.02389804675740333 0.003000427170690483 0.014472898154821784 0.013219508286468149 -0.015609438674311218
leaf_weight=10.731199145317083 2.8605428826995185 1.4799678605049846 2.2250003623776142 0.85586192272603501 2.3494933284819108 2.3079058565199366 5.2326885387301427 2.1574252899736157 1.8997663445770738 2.1555188037455082 2.0959000866860151 2.0309739299118519 1.9420682732015846 2.2955243149772286 5.1751937121152896 3.4738542288541785 4.4109484199434545 3.0297628808766603 4.6246763914823514 3.4272784302011123 3.47275451105088 4.3290239963680488 5.2587768649682403 12.157920504920183 6.8090022318065158 3.5474469270557156 6.2511330824345341 5.4930395185947409 5.4124756138771764 2.9264367632567874 7.2292398009449226 3.376824252307415 4.7158483155071727 2.2668691556900731 7.1890184748917809 28.214755205437541 20.550514858216051 9.3967694370076043 3.383963110856711 3.9988885708153239 217.59180243313313 4.5587405860424033 109.79155072756112 5.4957206025719634 11.951465587131677 3.830561112612485 2.309392672032117 3.6353599466383448 6.2132278177887228 4.6820490630343539 4.653427517041564 11.504470277577644 10.259960454888644 6.188964441418646 9.1429326152428967 13.437737508676944 3.9257181687280527 3.782413466833531 49.690411179326475 5.6037302250042549 7.1170852715149522 9.6683919727802259
leaf_count=89 83 61 81 26 30 22 121 49 24 26 33 41 45 35 66 28 36 19 47 39 38 49 64 105 71 36 55 46 55 36 83 40 40 22 61 257 215 89 31 40 2420 35 931 33 99 31 37 32 44 44 30 86 96 39 87 135 29 41 539 99 56 139
internal_value=-0.000224018 -0.00819337 0.00412938 0.0199722 -0.000130032 -0.00024858 -0.00910301 0.0058251 0.0179967 0 0.00599396 0 -0.0139576 -0.0175471 -8.51755e-05 -0.00350278 -0.00765846 0.0025039 0.00516627 -0.0127579 0.012396 -0.00765501 -0.00178475 0.000102597 0.00370534 -0.000177927 0.000936542 0.00274598 0.000558811 0.00381459 -0.000486547 0.00464477 6.04847e-05 -0.000500598 -0.000215872 0.00105277 -0.00249008 0.00313328 -0.00759342 0.00230091 0.00280569 -0.00439498 -0.00499666 0.00864317 -0.00480121 -0.00122924 -0.00862002 -0.0116562 0.00188249 -0.00529409 -0.0143993 0.00273165 0.00914733 0.0141177 0.00068736 -0.00113933 -0.0105627 0.00758219 0.000743931 0.00339383 0.00497522 -0.0123233
internal_weight=717.777 7.42137 4.56083 3.08086 710.356 697.667 11.7782 12.6891 4.05719 8.63189 6.28239 4.18649 9.47028 7.52821 685.889 37.2023 25.631 8.20496 11.5713 17.426 8.09743 13.9987 9.5878 648.686 48.2294 600.457 41.4203 35.1692 29.6762 24.2637 13.5325 10.6061 588.299 447.381 433.137 276.412 156.725 38.827 12.7807 228.78 221.591 117.898 114.35 26.0462 47.6321 32.0453 14.2447 15.5868 140.918 14.0513 9.33548 126.867 29.7792 23.566 97.0874 76.1968 13.0687 20.8906 63.1281 17.1082 13.306 11.9353
internal_count=7516 251 168 107 7265 7062 223 203 73 130 100 67 201 156 6839 386 273 85 113 188 85 149 113 6453 475 5978 404 349 303 248 159 123 5873 4508 4310 2940 1370 368 120 2521 2460 1002 966 248 419 288 198 131 1365 114 74 1251 235 191 1016 790 116 226 674 185 95 161
is_linear=0
shrinkage=0.03


Tree=172
num_leaves=63
num_cat=0
split_feature=14 14 45 14 14 14 32 58 40 11 43 49 32 11 32 43 31 14 43 11 11 32 31 31 32 13 43 47 49 4 32 47 43 11 14 0 11 43 14 14 4 4 14 11 11 4 11 11 40 11 11 0 53 32 14 32 11 14 31 40 11 11
split_gain=0.53578 2.35744 2.63004 0.534304 0.509118 0.982274 0.894749 0.558063 2.45299 1.28933 1.03705 1.22914 2.2333 1.47209 1.03549 1.00919 0.735119 0.790471 0.769658 1.31045 0.973855 0.954991 0.659819 2.59342 3.63571 1.55567 1.7767 2.37355 2.06854 1.59092 1.35974 1.25569 1.54064 1.78543 1.74743 1.34979 1.3612 1.24507 1.96062 1.27391 1.43731 1.20998 1.14264 1.13286 1.05022 1.39159 1.10425 2.23628 1.03481 1.6823 1.41436 0.978884 0.774596 1.58249 0.744764 1.15725 0.654131 0.622817 2.03505 0.601611 2.24913 2.22356
threshold=0.55694444444444458 0.51653869448840439 0.97500000000000009 0.50977198761457165 0.79135572139303489 0.76154939587775416 0.16500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.84958336294286541 -0.52499999999999991 1.0000000180025095e-35 0.25000000000000006 0.88913030679303295 0.53500000000000014 0.074999999999999997 0.2950000000000001 0.65604707792207806 -0.22499999999999998 0.90253810071632457 0.87890860664678472 0.15000000000000005 1.0000000180025095e-35 0.12000000000000002 0.17500000000000002 0.90000000000000013 -0.52499999999999991 1.0000000180025095e-35 0.12000000000000002 0.41373798394920192 0.18500000000000003 2.5000000000000004 -0.22499999999999998 0.7203109963153228 0.69467984934086646 49.500000000000007 0.88823551701593073 -0.37499999999999994 0.7103767942583733 0.69096016343207367 0.23205128205128209 0.50490196078431382 0.68120471014492767 0.95575263935235633 0.66984370007492833 0.40619293279766261 0.78991006739326874 0.74047860581083624 1.0000000180025095e-35 0.69469025779542171 0.69162459331384041 49.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.60180165816326536 0.17500000000000002 0.9188483536815546 0.63299319727891168 0.16000000000000003 1.0000000180025095e-35 0.93090551165006608 0.93464361590809553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 22 10 -10 -9 16 -13 -14 15 -11 18 -18 -12 20 -20 -22 25 24 -24 29 -27 -28 30 31 -29 32 -2 -34 42 36 48 38 39 40 -25 51 -35 52 -26 46 47 -46 50 -50 -33 -31 59 -54 -38 -56 -17 -21 -59 61 -61 -39
right_child=4 -3 -4 -5 -6 6 -8 8 9 14 11 12 13 -15 -16 56 17 -19 19 57 21 -23 23 37 44 26 27 28 -30 41 -32 35 33 34 -36 -37 54 43 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 49 -51 -52 -53 53 -55 55 -57 -58 58 -60 60 -62 -63
leaf_value=-0.025705806498230257 0.023691649803801413 0.038501440100290343 0.025855556656967149 0 0.0079299159828597181 -0.0016141588261439127 -0.01795531700395267 0.015255396436962256 0.010341347172082977 -0.018958489528101145 0.0012192793470089554 -0.019759970315240322 -0.013980677906741868 0.017302679719465648 0.0049996778531317676 0.0083797993265141112 0.013472430025396989 -0.0011994611914501289 -0.010791636561719166 -0.021245007589655102 0.024039464221525988 0 -0.030152379932598852 0.022682392350289567 -0.016959081617407602 -0.010967260474826782 -0.0053289382130018818 0.03258317532684403 0.0019253668094762655 -0.013854613178080902 0.0092760833727309911 -0.017857832377537741 0.019403059458386145 0.0014644452741170602 -0.012402277185584077 0.011653798847678424 -0.0066559388834310168 0.0022727242324979261 0.024607172739873215 -0.011612778634846296 -0.0032112394661853046 0.0057048391093627391 0.02011231080070305 -0.015798534981083273 0 0.010482994720696489 0.001725938707520177 -0.027833469683868513 0.016679323298410258 -0.0033591393584582359 -0.0034727760766966073 0.00052230879075706299 0.001527746906159791 -0.020265824002537354 0.001524132997912766 0.014272989448063791 -0.01411550157581077 -0.021880869050593624 0.016566322552167462 -0.0025343209143280695 0.011515071909357992 -0.013206607003976542
leaf_weight=2.1873448337428267 4.0654535517096511 1.5302530378103254 1.7103524091653524 1.0348649034276602 6.4243372981436542 9.1060742586851102 5.1964202206581822 3.651792347431182 1.9029616061598087 14.956159078516071 53.904930151998997 7.4596995990723354 1.8489796519279478 3.3134872149676085 1.9760694317519654 2.2697046594694248 7.4421648047864419 4.5579349622130394 2.6005041897296932 4.7985401805490238 2.3249811716377735 2.6755029577761889 5.5734228407964101 3.3863663077354413 4.5332752820104387 3.3349567819386747 5.4140046201646355 6.9822944933548587 6.7142710322514167 14.658167270943528 4.8657494429498911 8.5276288911700231 5.4642546381801358 17.97790883388371 6.5658497661352149 8.1364434361457807 5.7455686256289473 169.46514945477247 4.5753288995474568 3.9967129277065396 3.3588088378310204 5.0208370294421902 3.5925320982933036 3.9072449579834929 6.5581552647054249 6.3600076735019675 9.3590502925217134 4.3847146704792976 4.6780477967113283 15.751248737797139 27.035424876958132 4.8599445102736345 6.2373364567756635 4.8385011870414019 31.187882501631975 8.4037856310605985 1.8937017824500797 2.4994933838024735 1.9854907281696794 112.9585403194651 10.987443074584005 8.5032968660816532
leaf_count=110 35 16 90 24 97 93 51 27 29 293 598 143 34 47 47 42 60 30 55 62 26 54 101 27 45 40 52 179 92 145 86 84 48 144 42 105 35 1624 55 34 35 52 27 25 66 55 63 36 48 116 200 59 46 100 259 58 35 61 15 1021 86 52
internal_value=-0.00021879 0.00821707 -0.00114337 -0.0179012 -0.000306225 -0.000392095 -0.00813073 -0.000220691 -0.00206302 -0.0108441 0 -0.000621484 -0.00929709 0.00487586 -0.0131161 -0.0153314 0.000648126 0.00747958 -0.000443219 -0.00605419 0.00251543 0.0107384 0.000165273 -0.000573737 -0.00811627 0.00156498 0.0082017 0.0111848 0.0163266 0.000465916 0.0238223 0.00167991 0.0063895 0.00399074 0.000669996 0 -0.000902114 0.000247381 0.00855121 0.000839314 0.00920339 -0.00652523 0.00500206 -0.000140203 -0.00382112 -0.00125429 -0.0052903 -0.0117528 -0.00406922 0.00105578 -0.0071705 -0.0100015 4.60757e-05 -0.00765129 0.00287825 0.00443915 -0.000654998 -0.0136084 -0.0035991 0.000353195 -0.00122401 0.00148545
internal_weight=717.217 6.46282 4.93256 3.22221 710.755 704.33 14.3025 690.028 122.062 22.9986 99.0635 95.4117 12.6222 5.16247 21.0956 19.1196 82.7895 12.0001 70.7894 16.8845 7.60099 5.00048 567.966 368.983 36.7686 198.982 27.3113 23.9763 18.5623 171.671 11.848 147.132 37.666 33.6005 28.1363 109.466 101.33 332.215 15.3172 10.7419 6.74518 24.5389 21.5704 316.898 31.1952 26.6619 20.3019 10.9429 55.9924 20.4293 35.5631 19.5181 312.99 11.0758 45.3372 39.5917 4.16341 9.28352 4.48498 301.914 123.946 177.968
internal_count=7516 240 224 134 7276 7179 144 7035 1658 446 1212 1185 224 81 417 370 961 90 871 273 135 80 5377 3471 366 1906 449 409 357 1457 265 1201 296 261 213 905 800 3105 151 96 62 256 171 2954 265 220 165 102 448 164 284 204 2929 146 352 317 77 138 76 2783 1107 1676
is_linear=0
shrinkage=0.03


Tree=173
num_leaves=50
num_cat=0
split_feature=0 49 42 37 32 11 14 3 32 26 21 3 42 31 3 0 49 14 14 14 3 14 4 0 42 0 50 4 4 11 0 50 0 12 50 42 42 4 4 42 42 11 4 11 17 50 50 11 42
split_gain=0.538047 2.22082 2.24419 0.765726 0.486845 1.33477 1.87539 1.07122 0.987174 2.86499 0.771972 0.523814 0.808244 0.575773 2.24146 2.10665 2.23792 2.34787 1.65517 1.14271 1.99532 1.62842 1.30295 0.934286 4.51307 2.0803 2.32147 2.01562 2.3764 1.7702 2.28174 1.47379 1.49468 1.38164 1.34097 0.897049 0.818889 0.789189 0.848145 2.58225 2.89225 2.43285 1.54439 2.79449 0.893283 0.736275 0.499668 0.498094 0.253504
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 1.0000000180025095e-35 0.53500000000000014 0.72836123857922808 0.64237451737451756 0.41250000000000003 0.32000000000000012 8.5000000000000018 0.30755568841877889 0.61250000000000016 3.7222509892493991 0.31000000000000011 0.5375000000000002 25.500000000000004 0.12000000000000002 0.63069358178053847 0.69133291614518166 0.66115363586659381 0.46250000000000008 0.63822788353863402 0.31503759398496245 24.500000000000004 4.1231023388601686 27.500000000000004 3.2806961417784364 0.27149877149877155 0.40899370090986864 0.66692775118394609 29.500000000000004 3.7827539512008141 21.500000000000004 0.32500000000000012 2.8153069638604364 3.6590178639248787 3.5876490396180452 0.52142857142857157 0.44228301638481288 4.7502366905087499 4.8037733451769924 0.7130146705995698 0.39990933816863111 0.80039597484269975 1.0000000180025095e-35 3.1307312134163801 2.9797363981426757 0.86155979732086796 4.2907886899843515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 8 -6 46 -8 11 10 -10 13 -13 23 15 18 17 47 -15 21 22 -19 -21 24 27 26 -25 -1 -29 30 -27 32 33 -30 -32 -18 -23 38 42 41 -41 -40 44 -44 -31 -39 -7 -17 -26
right_child=1 2 3 -5 5 6 7 -9 9 -11 -12 12 -14 14 -16 16 35 19 -20 20 -22 36 -24 25 48 29 -28 28 31 37 34 -33 -34 -35 -36 -37 -38 45 39 40 -42 -43 43 -45 -46 -47 -48 -49 -50
leaf_value=-0.018306352144316775 -0.028617972406172452 -0.023437190555646553 0.02839481760065489 0 0.02426415272956935 0.0011318471169534247 -0.022910747753861902 0.0011699655843198831 -0.008214600777083525 -0.028934358017466879 0.010155513330649259 0.0013798238156565857 -0.016712168921657344 0 0.027122560750753567 0.0019218879145753917 0.025376635398703416 0 0.038840066628927188 0.014159189055160112 -0.018478595976847884 -0.030760371835703969 -0.004997343896895174 0.025550799774216527 -0.014821127592412197 -0.032078091155054847 -0.00065191797790689122 0.021973455105382327 -0.013327206007001775 0.0034476516549216013 0.012494291455161623 0.017603163949085593 -0.023479445128240801 0.0014947333561792083 -0.013763609535254595 0.0018019933360984963 -0.010189363075837803 0.017732474465737749 0.0055933895631465761 0.028747760750001253 -0.0024268689568981254 -0.021411843007107308 0.0083987572579722544 -0.014849359309855282 -0.00071219979156266421 0 0.023934610498552465 0.021446753220321212 -0.032823974644804278
leaf_weight=5.0897594857960931 2.7737660394050172 1.4210765389725564 2.1416798518039291 0.85617417749017466 2.5368852317333213 2.271687397733329 2.9484042935073376 2.5658907406032085 3.4159377282485348 3.9671344794332981 4.2910429127514362 3.4300860324874511 4.0819863844662905 1.6845255726948374 3.088789463043212 3.1237335866317144 3.4633444771170607 5.582130863331261 2.0916915768757463 6.4670716198161262 4.2110291123390189 4.1839235424995405 5.3865028833970428 5.8719244599342328 3.7696948852390042 3.3357334798201901 5.2234405428171158 4.3001597607508293 6.5088798641227177 52.097888616845012 2.9400136210024357 3.3553380239754906 2.653622241690754 34.208425380289555 3.6264001745730639 3.463564052246511 5.5095980716869235 4.1876405198127022 3.6046717585995784 2.9554671803489354 16.327716988511384 10.738524072803555 39.393522922880948 4.9270247258245936 403.63236584328115 3.2606653673574328 2.3173496052622795 3.0281873792409897 3.755998969078064
leaf_count=32 83 61 82 25 32 39 38 55 31 156 36 32 29 18 24 48 31 51 51 62 24 24 62 43 47 39 32 34 104 525 31 43 32 446 46 46 56 44 47 30 184 101 438 46 3834 31 39 26 46
internal_value=-0.00021177 -0.00827561 0.00388058 0.0193622 -0.000119176 0.00565109 1.48549e-05 -0.0110068 -0.000234144 -0.0088148 0.00125274 -7.65203e-05 -0.00785164 3.18097e-06 0.0030614 0.00128965 -0.000449036 -0.00349146 0.0222444 -0.00695057 -0.000923907 -0.0128069 0.00501782 -0.000238766 -0.00368151 0.000141512 0.0128909 -0.000609907 0.00110272 -0.000108905 -0.012557 -0.000775588 -0.00240942 -0.000781557 -0.00109849 0.0148122 -0.020117 0.000112356 -1.35462e-05 -0.00462157 0.00228926 -0.0142288 0.000286054 0.00562444 -0.000222193 0.0096823 0.0144182 0.01285 -0.0251999
internal_weight=716.068 7.1927 4.41893 2.99785 708.875 12.6402 10.1033 5.5143 696.235 11.6741 7.70698 684.561 7.51207 677.049 51.2841 48.1953 44.4191 37.4922 3.77622 31.3403 16.0646 15.2757 11.8536 625.765 63.6419 562.123 11.0954 56.1162 51.0264 551.028 9.90215 46.7263 43.3709 40.7173 6.56641 6.92691 9.69352 541.125 533.677 33.6264 19.2832 14.3432 500.051 44.3205 455.73 7.44831 4.58904 6.15192 7.52569
internal_count=7516 251 168 107 7265 203 171 93 7062 223 67 6839 61 6778 523 499 430 353 69 279 148 131 124 6255 784 5471 75 691 659 5396 116 625 582 550 77 77 80 5280 5205 362 214 148 4843 484 4359 75 78 74 93
is_linear=0
shrinkage=0.03


Tree=174
num_leaves=63
num_cat=0
split_feature=0 49 42 5 1 24 14 43 1 3 43 14 3 1 11 0 42 3 31 50 1 9 3 48 42 50 14 29 1 42 43 14 53 31 1 3 5 29 43 1 31 12 1 43 14 12 1 1 1 3 14 14 1 50 5 14 14 1 32 14 11 43
split_gain=0.521223 2.14334 2.15471 1.02125 0.496906 0.706454 1.06924 0.484662 0.964829 1.15781 3.71704 1.68367 1.08779 1.80667 3.01045 1.48446 1.28526 1.2526 1.13441 1.02007 0.807608 0.80668 2.63073 1.29999 1.27731 2.11382 2.55061 1.64658 1.46345 2.96129 1.23704 1.22943 1.57836 1.48723 2.85633 1.90585 1.32278 1.21727 1.75275 1.31848 1.41642 1.26033 1.20595 4.17417 1.21778 1.20284 1.92694 1.18526 2.43791 2.07941 2.84377 2.02393 1.59678 1.60385 1.48799 1.15186 1.03926 1.02622 1.33178 1.00293 1.74789 0.981899
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.055792328889834257 5.1200721840520744 1.0000000180025095e-35 0.63299319727891168 0.074999999999999997 3.388574463632382 0.12060606060606062 0.25000000000000006 0.62233560090702966 0.15752905020251315 4.5626574477361794 0.74850946649616978 49.500000000000007 3.4074466511864689 0.17902930402930406 0.31000000000000011 3.1963557881865921 4.5724503550461275 0.12500000000000003 0.51250000000000007 1.0000000180025095e-35 3.4764415777150481 3.2806961417784364 0.68982758620689666 2.5000000000000004 3.5194678211575181 3.5368030955064285 -1.0000000180025095e-35 0.61152570480928703 1.0000000180025095e-35 1.0000000180025095e-35 4.8644654116384185 0.13468939894209542 0.042572463768115944 1.5000000000000002 -0.22499999999999998 3.526441577715048 0.16000000000000003 0.32500000000000012 3.526441577715048 -0.27499999999999997 0.63069358178053847 0.12500000000000003 3.6339835643916452 3.5467622390330522 3.5666825895759682 0.56250000000000011 0.65604707792207806 0.60776772247360489 4.6022328364453351 3.3723414149732767 0.30368906455862982 0.62847490347490365 0.67278338945005622 3.6942656022803053 1.0000000180025095e-35 0.69096016343207367 0.72836123857922808 -0.12499999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 -6 -7 21 -9 10 -10 -12 13 -11 -15 -16 -14 -18 -19 -13 -21 37 23 24 25 26 27 -23 55 -30 -27 33 36 34 -31 -35 -33 42 57 40 -40 -41 43 -1 -45 -25 -47 -44 -49 51 -51 -50 53 -53 -54 -26 -34 58 -39 60 -48 -62
right_child=1 2 3 -5 5 6 -8 8 9 12 11 19 16 14 15 -17 17 18 -20 20 -22 22 -24 45 28 30 -28 -29 29 31 -32 32 56 35 -36 -37 -38 38 39 41 -42 -43 47 44 -46 46 59 48 49 50 -52 52 54 -55 -56 -57 -58 -59 -60 -61 61 -63
leaf_value=-0.013362853842516618 -0.028456101835150752 -0.023271770988627007 -0.0027030226024417352 0.029789675979310249 0.0184752162714991 0.013176620874690936 -0.014033962509469805 -0.010652598997268257 0.016752739984369491 -0.0011277783322721096 0.011032059356429529 -0.0015940156622721176 0.018867110941222228 0.027817677102451612 -0.0054243313208654186 0.018834549496500534 -0.014253768514761305 0.00058951854019498946 0.014074166774071088 -0.0048195044262603938 -0.021524707698630081 0.023421682524726976 0.017419468347396369 -0.019794691427414437 0.00075759893090941472 0.0030661404104800729 -0.0052885194828333959 0 0.024490245166323348 -0.0042837208097416361 -0.016224887101203313 0.00043171050742828767 -0.015576276755491582 0.0045370211465232133 0.024536237386804664 -0.016934545647483829 0.007061864019644204 0.0007411482840425968 -0.029448449877896032 0.016172326158798069 0 -0.0013090248670682484 -0.018885506660027043 0 0.024677852195639522 0.012560981825286428 0.010009454582155752 0.014788771064529494 -0.022544876108018228 0.023055572268798764 -0.0054714920607508242 -0.0048501857388458689 0.016161598834749765 -0.016800829723423675 -0.0043146736024071413 -0.015214603628549251 0.0012732407582812825 0.0002344815901035147 0.029396381852248774 -0.01146821965212763 0.0063347737680466186 -0.010034073565670347
leaf_weight=6.7122818119823924 2.7079912424087516 1.3901331340894101 0.84857865981757674 2.1143080219626427 2.9117551706731311 2.5079330299049616 2.2988432170823216 5.6689361426979294 6.1584677086211768 10.532756524160506 2.9415893107652691 7.3787581268698004 3.4874206706881514 7.7489070305600789 6.5013266094028932 3.129124877974391 4.5298075452446929 91.672327674925327 5.8924096664413801 5.1577414609491816 9.6710626389831287 11.873675767332317 7.6008405815809956 4.2169916164129964 5.6806579716503611 7.7587153585627675 5.2267627213150254 3.9710848145186892 4.3214852791279545 18.873492772690955 4.3123522037640196 142.9685459472239 8.0172471906989795 4.488444208167496 3.4892812184989443 13.32716515753418 33.940628346055746 2.8888089535757882 2.7094035428017369 3.9925392232835284 2.600956286303699 30.135112149640918 5.1819502897560588 2.8775396235287172 6.123764531686902 5.8486453816294661 7.7331689326092627 5.5134987737983456 6.702998833730816 5.1282965624704939 6.986481019295752 66.160052567720413 5.4103353619575483 12.62304911483079 6.5737312436103821 9.7681988161057216 4.4292782489210358 5.339066268876195 4.1422116653993726 15.411877825856207 3.5571186076849743 15.456567543558773
leaf_count=62 83 61 15 92 44 33 28 50 71 124 37 71 32 91 57 37 56 875 53 52 73 115 78 31 56 67 46 44 45 178 48 1654 114 52 57 121 417 24 39 50 22 301 43 30 62 63 86 48 50 58 67 602 43 115 40 95 66 47 50 133 27 135
internal_value=-0.000205641 -0.00821472 0.00375639 0.0190042 -0.00011503 0.00733761 0 -0.000207775 0.00117017 0.00162564 -0.00346564 -0.00874648 0.00286795 0.00815906 0.0140774 0.00207034 0.00139967 0.000708625 0.00149242 -0.0117092 -0.016255 -0.000662509 0.000188464 -0.000195129 0.000591004 0.00610947 0.0118711 0.0179009 -0.000122884 0.000446676 -0.00348868 -8.06818e-07 0.000985483 -0.00477952 0.000124788 -0.0112017 0.00174414 -0.00224389 0.00158418 -0.0013836 -0.0150511 0.000643612 -0.00374646 0.0038239 0.017304 -0.00454728 -0.00300691 -0.00478997 -0.00407166 -0.00510044 0.00629538 -0.00658828 -0.00529698 -0.00687864 0.00455066 -0.00902347 -0.00918038 0.0113948 0.0187988 -0.00535739 -0.00155461 -0.00662542
internal_weight=715.324 7.06101 4.35302 2.96289 708.263 7.71853 4.80678 700.545 170.471 164.802 31.3076 25.1492 133.494 27.9121 17.3794 9.63045 105.582 102.095 97.5647 22.2076 14.8288 530.074 342.272 334.671 282.447 33.1426 21.0715 15.8448 249.304 233.856 12.0711 229.534 189.356 40.1784 22.3628 17.8156 176.909 187.802 51.8081 39.438 5.31036 34.1277 135.994 15.7136 9.0013 52.2244 48.0074 120.28 115.098 109.585 12.1148 97.4702 90.7672 78.7831 11.9841 15.4489 12.4465 12.3701 7.03102 42.1587 26.7469 19.0137
internal_count=7516 251 168 107 7265 105 61 7160 1679 1629 304 233 1325 309 185 94 1016 984 928 196 125 5481 3728 3650 3175 320 205 159 2855 2704 115 2659 2251 408 235 173 2071 1753 533 412 61 351 1220 154 92 475 444 1066 1023 975 125 850 800 717 83 151 180 121 74 381 248 162
is_linear=0
shrinkage=0.03


Tree=175
num_leaves=63
num_cat=0
split_feature=14 14 42 14 14 1 4 12 48 12 28 1 31 1 42 1 50 11 14 4 42 50 42 14 14 14 11 14 1 14 11 1 50 14 14 11 50 50 42 58 43 31 13 50 4 1 50 40 1 43 50 14 13 43 14 4 1 42 12 1 1 29
split_gain=0.527581 2.12865 3.96458 0.494132 0.935077 0.674956 0.847018 0.5388 0.597276 1.92413 0.694819 1.96099 1.01606 1.31447 2.54601 2.43041 1.47111 1.47543 2.78011 1.84793 1.43162 2.36333 2.1625 2.25168 1.72408 0.983169 1.86776 1.76426 2.02418 1.6251 1.59164 1.39328 1.37313 1.25479 1.3549 1.00137 1.08276 2.97335 0.950129 0.906691 2.42086 2.16693 1.80839 1.78485 2.15418 1.85387 1.47509 1.40386 1.48682 1.41526 1.18518 1.38694 0.956768 1.60837 1.7009 1.36166 1.28289 1.11736 0.911233 1.03225 3.09994 1.98809
threshold=0.55694444444444458 0.51653869448840439 5.0009086044551614 0.79135572139303489 0.76154939587775416 4.5377900106069626 0.72500000000000009 0.65000000000000013 1.5000000000000002 0.52500000000000013 1.0000000180025095e-35 3.4855547771300555 0.16000000000000003 3.6666825895759683 3.6539288864799304 3.6794269646841418 1.7585441243211084 0.93936166279661715 0.64956140350877212 0.32697368421052636 3.6161845113717574 2.9242685963818378 3.5782217993645888 0.61811868686868698 0.62847490347490365 0.62583333333333346 0.68549313361399677 0.73606811145510853 4.9380613264658075 0.60741758241758248 0.88746759124415953 3.6556752830605155 3.1963557881865921 0.69416099773242645 0.67227247032221604 0.75611338215075197 2.9242685963818378 2.533010400260828 3.443742552530725 1.0000000180025095e-35 -0.22499999999999998 1.0000000180025095e-35 1.0000000180025095e-35 2.8153069638604364 0.39990933816863111 5.0127761996661624 2.4194005465518993 1.0000000180025095e-35 3.5368030955064285 -0.27499999999999997 1.9276964374892214 0.68217893217893233 0.70000000000000007 -0.52499999999999991 0.63859338061465731 0.41373798394920192 4.3710398950016964 4.8522082424864346 0.57500000000000007 3.6656344265871392 3.7044269646841417 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 6 -6 8 10 -10 12 38 39 14 20 -15 -17 19 -19 -18 22 -22 23 -14 -24 29 32 28 30 31 -28 -13 33 34 -27 -31 37 -37 -12 41 46 52 50 45 -45 -44 -41 49 -49 -48 -43 -52 55 -54 -55 57 -57 -2 59 61 -61 -42
right_child=3 -3 -4 -5 5 -7 -8 -9 9 -11 11 25 13 15 -16 16 17 18 -20 -21 21 -23 24 -25 -26 26 27 -29 -30 35 -32 -33 -34 -35 -36 36 -38 -39 -40 40 58 42 43 44 -46 -47 47 48 -50 -51 51 -53 53 54 -56 56 -58 -59 -60 60 -62 -63
leaf_value=-0.026420199830401149 0.00038891889647097182 0.036692475699539387 0.02681677043783235 0.0078375049976155565 -0.017949022065073789 0.001967777376109198 0 0.010066126942051456 -0.019864706606219164 0.0034511106317975378 0.0046430029304477946 0.013627305142470816 0.020051008096179074 0.027568205452576239 -0.020409713011430037 -0.0094855421280978357 0.0085931506985171616 0.0082046351284656149 -0.018219906884900702 0.00056333142009377891 0.022370669471797871 -0.0029811382980655119 -0.023786116685967619 -0.0015689003343497215 -0.0023595751492664703 0 -0.0097041651361155397 0.013240961941456235 0.012400851552113465 0.021024026078939783 0 -0.0089350654379551 0.019144398626107839 -0.0064477952015065685 0.025950180828476211 -0.0039790219995471145 0 0.03079658307361299 0.025621228726201595 -0.016995031541674213 -0.0045750347017319845 -0.012466651213294625 -0.0060864641691243974 -0.023309830209998272 -0.0048990766129672113 0.017656520634690594 0.010641318751612731 0.0074113249312403222 -0.022704323384583589 -0.00072692762856707766 0.0087984521185861062 -0.008111623028007945 -0.01094211352238096 0.026104769139476874 0.0049320522853630753 -0.027623789759446876 -0.0038624354059844904 0.011695411710782363 -0.025327952802841083 0.02816903765554701 -0.010319647581640633 -0.024765178199573901
leaf_weight=2.546465663239359 108.14611915592104 1.5505613684654234 2.102475986815989 6.4146131570450953 6.8288755780085904 3.5350231863558284 3.8446369394659996 4.3387971296906462 5.4465349316596967 6.4204022064805031 5.3167407847940904 2.8835718259215346 4.7163572981953612 3.2984461579471818 6.1470013912767163 8.8529949253424984 47.243990474380553 6.094079462811349 7.6182017419487238 60.415032871067524 5.7945557385683042 6.5240299636498094 6.4829166308045378 34.721213642507792 8.3803637921810132 3.9014374427497405 39.561754797585309 5.1670714151114217 5.5253989957272998 5.3293336639180806 25.565498813986778 10.292266531847416 5.8936148155480614 7.3955312306061387 2.8682225225493312 3.7894173078238982 11.902190443128346 4.2577939527109265 4.1330463513731956 4.1131432447582474 13.23324606288225 4.4380455203354385 16.99191461130977 12.042785103432836 12.903697296977041 3.3177332021296015 15.154738203622395 1.8098987918347109 3.8647436387836933 25.056747061200443 15.889432370662691 5.4816959574818602 3.9311945494264391 4.2083826009184149 21.984758969396353 2.3136054594069746 18.030461679212749 8.4216955397278053 3.6532840356230727 2.357086028903721 6.945029528811574 7.3019923483952871
leaf_count=127 856 16 97 97 68 29 47 29 31 41 42 23 37 28 37 87 465 47 48 728 50 49 36 283 63 37 353 45 55 59 168 95 83 71 37 30 92 40 40 74 244 28 212 150 143 32 195 28 74 305 122 36 47 81 293 51 167 102 77 50 147 192
internal_value=-0.000198142 0.00834678 -0.000993454 -0.000283713 -0.000368668 -0.00794347 -0.0117537 -0.000201221 -0.000278095 -0.00690474 -0.000150065 0.00168566 -0.000661885 0.00096231 -0.00223254 0.00274902 0.00203306 0.00293682 -0.00609579 0.00415208 -0.000409457 0.00863172 -0.00259476 0.000953389 -0.0122952 0.00069926 -0.000874869 -0.00308555 -0.00439825 0.00476347 -0.00594894 -0.00341873 0.00713302 0.00152089 0.0110224 0.00925706 0.00563834 0.0139939 0.0147809 -0.00172234 -0.00442351 -0.000747086 -0.00514201 -0.0087579 -0.0141401 -0.00178097 -0.000112719 0.00133757 -0.0121524 0.00344048 0.000986322 0.00414787 0.00109076 0.00591249 0.00873319 0 -0.00709934 0.0012758 -0.0106423 -0.00848774 0 -0.0122133
internal_weight=714.692 6.1995 4.64894 708.492 702.078 14.2085 10.6735 687.869 683.53 11.8669 671.664 143.783 527.881 206.289 72.7664 133.523 130.224 121.371 13.7123 107.659 66.6194 12.3186 54.3009 39.4376 14.8633 134.333 95.8785 75.8197 70.6527 38.4546 65.1273 13.1758 20.0588 14.1652 6.76966 25.2787 19.9494 8.04721 9.44979 321.591 83.4899 238.102 71.0653 45.2561 24.9465 20.3096 49.9993 45.8861 5.67464 40.2115 25.8092 21.3711 167.036 30.1243 26.1931 136.912 20.3441 116.568 33.4906 29.8374 9.30212 20.5352
internal_count=7516 240 224 7276 7179 144 115 7035 7006 72 6934 1270 5664 1958 555 1403 1375 1288 95 1193 518 99 419 320 99 1188 849 621 576 339 521 118 228 145 74 221 162 70 82 3706 1386 2320 723 537 293 244 676 602 102 500 186 158 1597 421 374 1176 218 958 710 633 197 436
is_linear=0
shrinkage=0.03


Tree=176
num_leaves=63
num_cat=0
split_feature=14 9 42 43 21 3 14 14 21 14 3 13 32 1 49 21 1 1 13 1 1 1 28 1 42 1 1 14 34 14 50 3 31 42 43 1 3 3 1 3 50 50 1 41 47 45 14 42 42 14 42 41 43 1 42 31 1 1 50 1 43 42
split_gain=0.506465 2.80996 3.93199 0.466027 2.75759 1.12002 0.627547 0.478988 1.04912 0.86084 1.07864 1.66215 1.20385 0.468532 0.445874 1.79806 0.995072 2.90005 0.703063 0.983696 0.709258 0.696756 0.591467 2.08406 1.45277 1.76387 1.95296 1.79173 2.2368 2.02557 1.62485 1.52266 1.52337 1.3292 1.32277 1.09794 0.849656 1.94012 1.46365 2.80513 2.11656 2.04689 1.94595 1.79252 1.42586 1.64312 1.22487 1.22035 0.989227 1.20871 0.952366 0.829053 1.28749 1.45778 2.16127 1.98739 1.12103 1.62337 1.43006 1.29742 0.981299 1.61891
threshold=0.55694444444444458 0.27500000000000008 5.0009086044551614 0.52500000000000013 0.34854256669754402 0.12060606060606062 0.64530791788856312 0.79135572139303489 0.41096404744368098 0.75795454545454555 0.14267985856113155 0.90000000000000013 0.16500000000000004 4.4377836390644063 0.32500000000000007 0.37809916640504737 3.5498703649766381 3.4839835643916452 0.70000000000000007 4.5377900106069626 4.8218426205347829 3.7345066141412255 1.0000000180025095e-35 3.4855547771300555 3.5565212271721318 3.6942656022803053 3.7222509892493991 0.64480286738351267 1.0000000180025095e-35 0.68533452807646367 2.2053316966240444 0.38750000000000007 0.2950000000000001 3.735056698925844 -1.0000000180025095e-35 3.7666825895759684 0.10275263951734541 0.11651583710407241 4.8218426205347829 0.089572192513368995 3.0678793895128593 2.8625437813686543 4.6345953588972035 1.0000000180025095e-35 3.5000000000000004 0.97500000000000009 0.69467984934086646 4.883552937674458 4.5414262367378315 0.69716905901116444 4.7037836835244127 1.0000000180025095e-35 1.0000000180025095e-35 3.6638973579944181 3.5223737282238914 0.2950000000000001 3.5096293531157179 3.578938214467795 2.2053316966240444 3.5876490396180452 -0.12499999999999999 3.5368030955064285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -7 9 -9 14 13 -12 -13 -11 22 16 17 -16 20 -20 -18 -17 36 -24 30 27 -27 28 -26 -29 -25 32 34 -28 -32 -35 38 -38 41 43 -41 42 48 47 46 -46 -43 -40 49 -2 -47 56 60 54 -54 -55 -39 58 -58 -59 61 -53
right_child=3 2 -4 4 -6 6 -8 8 -10 10 11 12 -14 -15 15 21 18 -19 19 -21 -22 -23 23 24 25 26 33 29 -30 -31 31 -33 -34 35 -36 -37 37 51 39 40 -42 44 -44 -45 45 50 -48 -49 -50 -51 -52 52 53 55 -56 -57 57 59 -60 -61 -62 -63
leaf_value=0.053431401634830233 0.016970327414957125 -0.022322527840546544 0.028059495101062815 0 -0.013767183321479659 0.0079542550339905937 0.034421662417750021 0 0.02374172569823926 -0.0059569978088164551 -0.030390723977658685 0.004857122777116701 -0.017999280402778168 0.0095120538469370946 -0.017100218746915696 0.014838580141635834 -0.016132612635392542 0.023785238780116003 0.016468729578793945 -0.010646096301473555 0 -8.8880024674267732e-05 0.015918682485903266 -0.019216667498666417 0.027888128751223758 -0.014227904392451984 0.018890644470924024 -0.010562916001515665 0 0.012980442607875503 -0.0010522794730050417 -0.013949455090858983 -0.0088426199142959232 -0.016618691280243136 0.018920450682589202 0.0015662958214100635 -0.0163475304700791 -0.0046620379195638053 -0.011842344743726255 -0.0030248438941294841 0.027195143366289649 0.019907281387182021 0.024049136640698257 -0.025758361143315936 0.0068678015695175908 -0.016436627436122397 -0.0023731132400184548 0.010736585382811997 -0.0080489985051643252 -2.5246070178450164e-05 0.0010691944355514693 0.01276189473297535 0.009306122788444119 0.0086491198536617665 -0.011823135621006418 -0.011185678888939529 -0.011587778469631283 -0.013864186509787416 0.0096297288099104188 0.00043939315877886153 -0.0066380379248678562 -0.0033264721811564193
leaf_weight=0.83587022870778938 7.4503329293802434 3.0297123766504228 2.2505964036099613 2.1948730936273915 3.7694477634504437 2.3096641059964895 2.7669034339487553 4.2757182847708455 2.1531127137131989 2.6878942102193859 3.245827869512139 4.5697700390592217 3.1905635874718428 3.6212598234415054 2.8150043319910791 5.0734759438782913 13.834643703885382 2.9428786132484674 1.7978323139250267 2.8305087862536311 3.8537211976945391 4.3904704693704844 8.4679495487362129 5.8107934147119549 7.2147715911269206 7.4921355955302706 3.6524324640631667 6.2186624044552428 4.5349988862872124 6.4400283107534051 4.5637533906847301 6.1251226067543021 5.4764109551906577 2.9172707777470341 6.191474098712205 60.644240632653236 7.2148074246942988 36.008199669420719 5.3259519208222645 4.1876698397099963 3.3870293628424406 4.5193788055330542 7.6197928935289374 5.272585477679967 6.0291639417409906 9.1949078291654569 3.3223110418766737 3.1538178082555532 3.4079460222274056 6.0617540869861841 3.0713206036016354 6.4981300327926865 5.9312964957207468 27.029323846101761 13.445824556052683 5.0441776970401397 2.769983219914141 5.684457190334796 27.651025608181953 189.35079061239958 66.828053494915366 33.985427065752447
leaf_count=8 87 132 100 27 39 31 33 54 43 34 26 54 34 32 32 54 112 33 22 55 44 47 75 33 60 48 28 42 33 56 29 39 35 19 46 638 62 390 49 44 45 46 81 43 40 116 27 39 41 68 36 62 58 284 103 44 24 65 285 2046 745 359
internal_value=-0.000192069 0.00823522 0 -0.000275704 0.00575139 0.0167704 0.0242749 -0.000381484 0.00759292 -0.000466648 -0.00704736 -0.0127235 -0.00400239 0.00201944 -0.000286309 -0.00345885 -0.00736968 0.00288641 -0.0102844 0 -0.0129811 0.00743412 -8.83467e-05 0.00165484 0.000635328 0.00238646 1.10416e-05 0.00935381 0.0177235 0.000963606 -0.00528833 -0.0012639 0.00326945 0.00172472 0.0100333 0.000588053 -0.000574628 -0.00109234 0.00241011 -0.00400049 0.0100683 0.00523103 0.0114265 -0.0122127 -0.000400618 -0.00519817 0.00989732 -0.00269957 0.00517699 0.00901909 -0.0116252 -0.000808503 -0.00252009 0.00128889 -0.00502004 0.00529382 0.000208979 0.00101697 0.00743876 0 -0.00440111 -0.000546561
internal_weight=713.635 6.11618 5.28031 707.519 11.0409 7.27144 5.07657 696.478 6.42883 690.049 17.3153 11.0062 7.76033 6.30915 672.734 37.5385 28.0746 5.75788 22.3167 4.62834 17.6884 9.46395 635.196 135.75 127.282 99.1145 74.7061 24.4085 11.7498 12.6587 28.1676 22.3568 16.2316 67.2139 10.7552 63.5615 499.445 427.441 72.004 21.3271 7.5747 50.6769 24.5398 13.7524 26.1371 18.2954 7.84169 8.47977 16.92 13.5121 12.2662 420.227 158.762 51.4506 19.3771 32.0735 261.464 225.456 30.421 195.035 107.312 40.4836
internal_count=7516 240 232 7276 130 91 64 7146 97 7049 180 114 88 66 6869 399 298 65 233 77 156 101 6470 1181 1106 924 733 191 93 98 182 149 110 685 75 657 5289 4527 762 220 89 542 277 131 265 192 73 88 196 155 152 4465 1655 489 161 328 2810 2420 309 2111 1166 421
is_linear=0
shrinkage=0.03


Tree=177
num_leaves=63
num_cat=0
split_feature=14 9 42 58 26 26 50 43 43 43 43 34 21 50 42 42 14 1 42 26 9 1 21 27 4 43 26 9 21 42 50 21 1 1 42 42 43 42 9 1 42 1 49 1 43 21 5 34 42 14 50 5 5 5 14 14 5 14 12 5 4 4
split_gain=0.488621 2.59286 3.79854 0.45184 1.30602 2.34175 1.63919 2.00938 1.53261 1.05922 1.18332 1.08442 1.03812 1.02634 1.02443 1.47626 0.971699 0.861653 1.2446 1.20603 0.669429 1.06023 0.621465 0.590981 0.506495 1.679 1.53038 1.82851 2.00533 1.7558 1.30204 2.61956 1.53607 1.70579 1.2173 2.1895 1.73094 1.48942 1.3666 1.29664 2.57359 1.49318 3.09895 1.08942 1.06521 1.19203 1.06449 2.0251 1.21904 1.0459 1.02173 1.3826 2.69135 2.71593 2.45021 1.26525 3.11887 2.84328 2.55036 2.19744 2.36594 1.13046
threshold=0.55694444444444458 0.27500000000000008 4.9763905204053005 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 2.533010400260828 -0.52499999999999991 0.17500000000000002 -0.22499999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.33297866047458713 2.9242685963818378 3.3965620836455082 3.4467622390330521 0.73795005807200942 3.4948420730940497 3.5401456763707917 10.500000000000002 1.0000000180025095e-35 3.4855547771300555 0.39366307262800404 1.0000000180025095e-35 0.22540322580645164 0.52500000000000013 12.500000000000002 1.0000000180025095e-35 0.40781721329356901 3.6656344265871388 3.4150731631156739 0.42321967233550761 4.7537168748336507 4.6671121786567591 3.3414481346551912 3.376441577715048 0.62500000000000011 3.4150108188193578 0.17500000000000002 3.4432538023143779 3.4809981774225514 3.5565212271721318 0.15500000000000005 4.8992177298359794 0.17500000000000002 0.33297866047458713 0.20550527903469082 1.0000000180025095e-35 4.0601480385259885 0.59924242424242435 1.7585441243211084 0.3133928571428572 0.22361111111111112 0.07232818977656548 0.68703358208955234 0.67033365570599623 0.042572463768115944 0.7025418275418277 0.32500000000000012 0.025657894736842109 0.38919413919413925 0.41172122951176043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 24 13 12 7 -7 23 14 20 -12 -6 -5 -8 -16 17 -17 -19 -20 -11 -22 -14 -9 26 30 34 -28 29 44 50 32 33 46 38 -36 37 -37 -2 -39 -41 42 -42 -34 45 -29 47 48 -32 -43 61 52 53 55 -55 59 58 -58 -57 -52 -61 -26
right_child=3 2 -4 4 5 6 9 8 -10 10 11 -13 22 -15 15 16 -18 18 19 -21 21 -23 -24 -25 25 -27 27 28 -30 -31 31 -33 43 -35 35 36 -38 39 -40 40 41 49 -44 -45 -46 -47 -48 -49 -50 -51 51 -53 -54 54 -56 56 57 -59 -60 60 -62 -63
leaf_value=0.050884886599976913 0.0013988716910146976 -0.02580596865724543 0.023711565476729722 0 0.021714598462396484 0.015134113600079095 -0.015039984315911014 -0.028251014827384423 0.0020971187248032554 0.00098094417308648403 -0.006478478681572108 0.011811983963131356 -0.0031090967174929314 -0.019416043352723327 0.022112453603101462 -0.011445104915925777 -0.012767731603205804 0.017400561407575264 -0.0018940786421722468 0.0091177987981375073 0.00150075232202242 -0.018556776293927612 0.011608424928118871 -0.0046748621776525187 -0.00064182106289482552 0.016737854436852044 0.010832969651932738 -0.020247683610975439 -0.027994534166425802 0.013640774638365117 0.025330760079571097 0.016780802750487506 0.0082331613457923697 -0.02881954354280454 -0.017968337611356754 0.017661211062121887 -0.016098223386348025 -0.011151708563570084 0.020347168741952165 0.018335780130133626 -0.0081044195268654123 -0.0052252301561121813 0.013259425834157497 -0.007399976207692986 0.0044511566560635606 0 -0.020360619028484375 -0.015628631078540896 -4.3480801237949209e-05 0.0035599596610796022 0.0010461164409770231 -0.0071953855054067619 0.01120246052774688 -0.00042226445661515475 -0.030355375703032983 -0.015361172804051767 0.026265246938901525 0.0032264968431552398 0.0023034413907571595 -0.013155266080521035 0.0053239089908088781 -0.017167909614376076
leaf_weight=0.8609832227230062 8.6270210146903974 2.534686975646764 2.6413733381778002 3.0386180952191335 4.7607019096612921 1.6034361496567715 3.085335871204733 6.4562361640855652 2.1609158357605329 2.2638354096561697 6.7323487214744073 4.7441781843081117 4.7044488191604596 6.2972018197178841 2.9478574646636835 3.5430370755493632 4.0713645769283167 4.8796880710870019 28.267735879868269 12.561656205914913 2.3396103782579294 10.262712744064627 4.4472688063979149 1.9847727008163927 10.565001824870707 4.6509592775255433 4.5097302459180382 7.702992865815764 4.124959339387714 3.4256519749760619 2.1064657140523249 3.8229046687483779 6.435633763670924 5.0659417640417805 4.9547018855810157 5.3260260373353949 4.5098766712471834 6.4670324511826029 6.4973929524421683 8.3576385043561441 30.752872467041016 12.6751536950469 7.2662370055913916 9.6618757741525751 3.2158507341518989 3.767648414708674 4.7626669704914084 6.2504022922366858 4.8132413690909743 138.5509280031547 83.447676750831306 20.435209549963474 20.60247465968132 5.7496934719383699 4.745626263320446 8.0617308341898006 8.834667647257449 11.977254326455293 65.941717049106956 23.024924074299637 7.8603393938392392 6.3566836798563591
leaf_count=8 57 118 114 37 41 13 33 182 53 55 73 65 35 81 36 36 62 52 272 153 52 232 42 53 115 82 42 66 36 46 32 47 67 48 33 45 32 45 51 76 207 82 57 101 34 45 26 67 71 1046 964 121 141 41 27 130 118 155 816 280 85 84
internal_value=-0.000186699 0.00814331 0 -0.000268589 -0.0019365 -0.000967569 -0.00265842 -0.0128988 -0.0178957 -0.00110349 -0.00611982 0.000641413 0.0103752 -0.0126487 0.00103511 0.0020729 0.000774472 0.00206236 0.00328535 0.00137555 -0.0116769 -0.0143992 0.00349658 -0.0236383 6.66068e-05 -0.000712061 0.00106052 -0.00565663 -0.00933493 -0.0044983 -0.000994257 -0.00585001 -0.00828972 -0.0132511 0.00185816 0.00125322 0.00174284 0.00217072 0.0100898 0.00172016 0.00218261 0.00141896 -0.00381634 -0.000757502 -0.00925874 -0.0136269 -0.00825287 -0.00318654 0.00733268 0.00277807 -0.000218258 0.000225547 0.000887181 -6.24065e-05 -0.0148325 0.000663578 0.00324191 0.0134489 0.000262032 -0.00142415 -0.00825528 -0.00732835
internal_weight=713.095 6.03704 5.17606 707.058 121.153 111.817 97.9047 12.2054 10.6019 85.6994 26.3427 11.4765 13.9124 9.33582 59.3567 56.2713 53.3235 49.2521 45.7091 40.8294 14.8662 12.6023 9.15172 8.44101 585.905 325.173 260.732 26.7468 22.2371 18.1121 320.522 42.9191 39.0962 22.9987 233.985 218.86 213.906 209.396 15.1244 204.07 197.603 189.245 38.0191 16.0975 14.6865 11.4706 17.9328 13.1701 6.91971 151.226 277.603 260.681 240.246 219.644 10.4953 209.148 94.8154 20.8119 74.0034 114.333 30.8853 16.9217
internal_count=7516 240 232 7276 1658 1540 1422 301 288 1121 477 138 118 118 644 611 575 513 477 425 339 284 77 235 5618 3618 2000 269 227 191 3536 459 412 244 1731 1623 1590 1558 108 1513 1468 1392 264 168 145 111 196 170 103 1128 3077 2878 2757 2616 68 2548 1219 273 946 1329 365 199
is_linear=0
shrinkage=0.03


Tree=178
num_leaves=45
num_cat=0
split_feature=0 15 42 32 11 3 43 50 32 26 21 3 42 11 50 11 21 49 11 1 0 42 34 0 50 11 0 50 4 21 3 3 43 11 42 43 1 50 53 32 11 32 1 42
split_gain=0.540138 1.99698 3.12747 0.477477 1.24462 1.84034 1.76445 0.974054 0.916369 2.76459 0.740912 0.489739 0.773531 0.49827 1.36419 0.775074 0.506502 1.9886 2.19267 1.95678 1.5518 2.01592 3.27267 1.68427 1.88653 1.56758 2.72406 1.55825 1.40041 1.16895 1.15371 1.27457 1.14647 0.692293 0.657147 0.931124 0.860834 0.785217 0.578308 1.474 0.990742 0.56485 0.19853 0.0198692
threshold=51.500000000000007 1.0000000180025095e-35 4.9763905204053005 0.53500000000000014 0.72836123857922808 0.51250000000000007 -1.0000000180025095e-35 3.1963557881865921 0.32000000000000012 8.5000000000000018 0.30755568841877889 0.61250000000000016 3.7222509892493991 0.95657970968513883 3.0678793895128593 0.95300081272349313 0.4391064729205002 0.12000000000000002 0.66371725642505452 3.7845066141412258 24.500000000000004 4.1231023388601686 1.0000000180025095e-35 27.500000000000004 3.2806961417784364 0.66692775118394609 29.500000000000004 2.8153069638604364 0.27149877149877155 0.39209185988959427 0.082207207207207214 0.13514669502693458 -0.22499999999999998 0.70194729965171965 3.8753381686865334 -0.22499999999999998 3.8044269646841418 2.8625437813686543 1.0000000180025095e-35 0.16500000000000004 0.74850946649616978 1.0000000180025095e-35 3.8799219637891658 5.0406221800092199
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 -5 6 -6 -8 11 10 -10 13 -13 15 -15 16 20 19 42 32 21 22 30 24 -22 26 -25 -28 -24 -30 -1 -32 -18 -23 36 -36 41 -38 40 -40 -27 -21 -19 -4
right_child=1 2 43 4 5 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 17 18 -20 34 23 33 28 25 -26 38 27 -29 29 -31 31 -33 -34 -35 35 -37 37 -39 39 -41 -42 -43 -44 -45
leaf_value=-0.006611337498503159 -0.030804128307945659 -0.024866722270043544 0.0031592538519129914 0.023762609162171384 -0.0208611743205246 0.026283279591813129 0.019394883073995079 -0.0062088274099701057 -0.0080399397111456505 -0.028795153789621723 0.0099956087966204706 0.001422430755006897 -0.016294213577412578 0.020733544783579014 -0.0037981625695531753 -0.013342223961441968 0 -0.002637833268916917 0.033067599834195327 -0.013254183585945359 0.020004027051696485 -0.026847096719848147 -0.028197953726054274 -0.032004598604446662 -0.0017965171170074941 0.0026444731014277933 0.014629658245108016 -0.012688003557289747 0 -0.014927860627176204 0.030875074399092109 0.0057294529964950708 0.030464934020626742 -0.004958596327276992 0 -0.017646805325638056 0.016433738640937372 -0.0034438266692726144 0.0019275129177083567 -0.016134207963134313 -0.00035109234720472103 0.00093231374282777546 0.0079383064124482396 0.027564586470570279
leaf_weight=2.3305773604661217 2.2046882077120236 1.8421883159317074 0.70910161035135422 2.5031005330383769 3.6386627778410894 1.8345315102487791 2.3328736443072557 2.1977464836090803 3.3925585467368347 3.8134442772716284 4.2725298507139087 3.4174439283087841 4.0605912711471319 3.5669245487079015 3.6376550104469061 3.728299342095851 2.5295036509633064 2.5690016662701947 3.6266152719035745 4.4076825827360171 7.8467827662825567 4.7401882996782652 2.9979764968156841 3.5537874158471805 5.5365850552916527 129.71481196023524 3.2028720360249281 3.9874532511457801 11.766431289725007 7.3630227465182534 3.0338715268298966 6.28253258112818 2.4172603236511376 2.9518184941262007 4.6843872452154756 5.5611750073730928 4.0488828420639029 2.2654102495871484 8.8733730055391771 6.5744438730180255 413.91047050710768 3.9848500126972795 2.5445436490699649 1.8792574750259516
leaf_count=20 41 97 17 32 56 36 44 35 31 156 36 32 29 37 36 35 30 31 38 29 56 71 16 42 34 1409 33 50 130 105 33 114 41 24 57 75 57 26 89 129 3857 41 33 96
internal_value=-0.000180972 -0.0085836 0.00203074 -9.10584e-05 0.00565562 0.000160013 -0.00547734 0.00596911 -0.000204997 -0.00854097 0.00124877 -5.33756e-05 -0.00759015 2.3545e-05 0.00776893 -5.34235e-05 1.62263e-05 0.00334851 0.0157737 -0.000164984 -0.000181299 -0.00577966 -0.00237118 0.000208313 0.0106499 -3.00553e-05 -0.0112833 0 -0.00926288 -0.00572391 0.0101508 0.0150254 0.0164769 -0.0195461 -0.00380753 -0.00956709 0 0.00849433 0.000179436 -0.00548391 0.000353358 -0.00595511 0.00159646 0.0237365
internal_weight=712.338 6.63524 4.43055 705.703 12.5069 10.0038 8.16928 4.53062 693.196 11.4785 7.66509 681.717 7.47804 674.239 7.20458 667.035 663.306 38.6393 8.74016 29.8992 624.667 41.4664 33.7744 583.201 13.3834 569.817 10.7441 7.19033 22.1274 19.1295 11.647 9.3164 4.94676 7.69201 24.9524 10.2456 14.7068 6.31429 559.073 15.4478 543.625 8.39253 5.11355 2.58836
internal_count=7516 251 210 7265 203 171 135 79 7062 223 67 6839 61 6778 73 6705 6670 458 102 356 6212 513 418 5699 90 5609 125 83 251 235 167 147 71 95 285 132 153 83 5484 218 5266 70 64 113
is_linear=0
shrinkage=0.03


Tree=179
num_leaves=57
num_cat=0
split_feature=0 15 42 1 4 50 32 11 42 32 26 50 1 21 42 1 37 1 31 42 32 1 4 11 32 0 4 11 50 1 11 4 42 32 45 42 26 11 31 42 42 9 21 11 4 1 11 32 42 32 31 50 32 4 32 42
split_gain=0.518172 1.93164 3.02382 0.461997 0.909442 1.32441 0.435616 1.21852 1.43007 0.906188 2.62987 0.802472 1.43971 0.751553 0.725213 0.501439 1.28208 1.13941 1.9773 1.72943 0.76154 0.744634 1.47744 1.67482 1.58664 1.11508 0.944675 0.704119 0.626494 0.621635 1.69006 1.99737 1.7371 1.57834 1.39956 1.23328 0.782949 3.3028 3.58644 2.27776 0.973876 2.15313 2.03322 1.8409 1.42979 0.771768 0.764613 0.668653 0.583463 0.481374 1.08887 0.47833 0.462005 0.260329 0.0425391 0.0192897
threshold=51.500000000000007 1.0000000180025095e-35 4.9763905204053005 5.1200721840520744 0.45049019607843144 2.9797363981426757 0.53500000000000014 0.72836123857922808 3.4844894294556341 0.32000000000000012 8.5000000000000018 2.8625437813686543 3.7197022760782956 0.31741475425163068 3.6845066141412262 5.0538212618648695 1.0000000180025095e-35 4.9769325775086912 0.12000000000000002 5.0005279307147701 0.17500000000000002 4.8859497000344776 0.44949869224062777 0.76056169225004921 1.0000000180025095e-35 39.500000000000007 0.32697368421052636 0.75723584128704613 3.1963557881865921 4.7502366905087499 0.74850946649616978 0.31142241379310348 4.87152173002832 0.15000000000000005 1.5000000000000002 4.8027942719406207 12.500000000000002 0.93134835368155466 0.16000000000000003 3.5118030955064281 3.8753381686865334 0.17500000000000002 0.46315941937027727 0.66692775118394609 0.54950980392156878 4.8131109377704355 0.87024954435563784 0.16500000000000004 3.4467622390330521 0.17500000000000002 0.2950000000000001 2.7040907083446837 0.16500000000000004 0.39212852771166279 1.0000000180025095e-35 5.0406221800092199
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 9 -8 -9 15 13 14 -13 -11 -10 17 49 21 20 -20 -19 29 23 25 28 -23 -27 -24 -25 36 31 33 35 48 54 -32 40 38 -38 -40 42 44 46 -43 -42 -36 -1 -34 -31 50 -17 -21 -44 -28 -33 -4
right_child=1 2 55 4 -6 -7 7 8 11 10 -12 12 -14 -15 -16 16 -18 18 19 51 -22 22 27 24 -26 26 53 -29 -30 30 32 34 47 -35 45 -37 37 -39 39 -41 41 43 52 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57
leaf_value=0.0025203155804852085 -0.030572256943406113 -0.024721021361448495 0.0030829763091566823 0.027462626757670177 -0.0065331460453984282 0 0.023278135147267894 -0.02111407797019467 -0.019377436919602833 -0.0076283343471247383 -0.028677185053509552 0.026802258035960161 -0.0029026628363479252 0.010588431462701151 0.0073753385708341616 0.0039273794118844657 0.0070552093155365515 0.0051825810802820296 0.034928106697426534 -0.0022898172882753081 -0.014446459749987726 -0.027105424615403009 0.018752474005951376 0.0224138599220121 -0.0087334932280609175 0.004837028396379609 -0.019996822223987 0 0 -0.0011939251015254566 0 0.024211118467679309 0.01753819784801916 0.011415327507692644 0.012147037559343698 -0.01753566702041414 -0.028341089789634018 -0.02316944281523569 -0.0094647615369905687 0.0055161925444123343 -0.026951412421144755 -0.0099205411749418021 0.0068805397146974147 0.00064671181839884003 0 -0.00049898845715489176 -0.00038271930478188013 0 -0.018844429313787894 -0.019075979572101085 -0.018876299708404709 0.012743942137961303 0.026106155879387537 -0.0052447522399442122 0.012518901801418967 0.027372830508461742
leaf_weight=117.53249067347497 2.1570064611732951 1.7992829754948614 0.70978425955399904 2.8517412543296805 2.3267868440598249 2.5245182365179062 2.4830100033432236 1.9797580037265996 1.4810069091618063 3.7293951511383039 3.7165455017238855 2.927189914509654 2.0929829776287079 3.847986108623445 1.4362069386988876 4.1919091157615167 4.5793650839477769 2.9212219770997754 3.0558799654245359 2.4438068605959415 3.2662745323032141 4.5397264733910587 2.7402213038876644 2.6463359538465721 7.1665121838450432 2.9555304665118438 3.6935749603435397 3.7802451970055699 2.7748311413452029 4.227571174502371 5.3669564723968533 5.9656725898385048 3.1812748555093995 4.0805903049185863 7.3751334007829437 8.040671678259967 3.742580887861549 6.6587393572553983 12.127168743871151 33.94139458052814 4.9155916674062601 17.584422880783677 3.7809312045574179 85.094713175669312 3.0671315239742398 8.1751994006335718 258.64243349153548 3.5701046027243137 3.9656584216281772 4.360900005325675 2.7912445571273565 3.8470519799739122 3.0579279772937298 3.7425112519413233 4.2596952989697456 1.8376806597225366
leaf_count=1143 41 97 17 41 29 35 32 32 38 30 156 51 26 33 23 56 52 36 30 27 30 25 33 33 60 35 38 42 29 26 35 53 43 43 92 67 119 57 89 328 50 224 46 1073 36 113 2269 38 46 41 27 48 34 41 32 96
internal_value=-0.000176725 -0.00848799 0.0020141 -8.91889e-05 0.00710532 0.0141065 -0.000179251 0.00532421 0 -0.000289136 -0.00865052 0.00622484 0.0136317 0.000885527 -0.00465352 -0.00013757 -0.00536481 -3.49676e-07 0.00796632 0.0166804 -0.00436782 -0.000204755 -0.00451068 -0.00765923 0 -0.0143904 -0.00786218 0.00771718 0.0124128 2.77202e-05 0.00297925 0.00674579 -0.00383171 -0.00279957 0.0115086 -0.0102299 -0.000274635 -0.00361733 -0.000801426 0.00141904 9.68849e-05 -0.00236558 0.000824871 -0.00112044 -0.0172293 0.00519585 0.000509224 0.00794012 -0.0106974 -0.0109336 -0.004624 0.0060888 0.016827 -0.0136898 0.0202495 0.023506
internal_weight=711.752 6.50375 4.34675 705.248 7.70305 5.37626 697.545 12.4002 9.91714 685.145 11.2939 7.93739 5.02017 7.57738 2.91721 673.851 15.9234 657.928 15.5342 9.34674 6.1875 642.394 34.0395 27.519 12.5877 14.9313 10.3916 6.52047 5.42117 608.354 58.2085 38.0495 20.159 12.2738 25.7757 13.4076 550.146 56.4699 49.8111 46.0686 493.676 110.662 383.014 102.679 7.98272 15.5503 376.175 6.75138 8.19323 11.3441 6.98315 6.29086 6.83886 7.43609 10.2254 2.54746
internal_count=7516 251 210 7265 105 76 7160 202 170 6958 219 138 77 63 61 6739 176 6563 171 105 66 6392 336 261 122 139 114 75 62 6056 588 405 183 115 290 102 5468 593 536 417 4875 1383 3492 1297 86 205 3412 81 72 124 83 75 80 79 85 113
is_linear=0
shrinkage=0.03


Tree=180
num_leaves=63
num_cat=0
split_feature=0 0 0 0 0 26 32 13 24 53 5 13 0 24 32 26 3 37 0 3 3 14 14 14 3 9 17 43 0 43 4 14 3 14 21 33 9 43 5 47 14 21 3 43 4 26 21 5 17 3 21 3 21 21 21 47 21 43 43 3 26 21
split_gain=0.497025 1.56436 0.740259 1.20164 0.745896 0.448846 1.21559 1.51277 2.58643 1.44501 1.28325 1.13492 2.10282 1.49822 2.14876 2.84442 1.51328 1.49295 1.01114 0.952767 1.73905 0.964834 0.949932 3.06455 0.941734 3.24769 0.936162 0.907664 0.883835 1.64688 1.56015 2.06164 1.82209 1.27991 1.42214 1.17641 1.7607 1.03447 0.963252 0.925622 0.963976 0.864627 1.46766 1.71133 0.781224 1.24296 1.04207 0.759504 0.740623 0.725928 2.22502 2.24588 1.80571 2.45371 3.0746 1.74766 1.52885 1.04497 1.03771 1.2264 1.02664 1.01883
threshold=51.500000000000007 502.50000000000006 1172.0000000000002 1631.5000000000002 1119.5000000000002 8.5000000000000018 0.15000000000000005 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.031754032258064523 0.70000000000000007 24.500000000000004 1.0000000180025095e-35 0.15000000000000005 7.5000000000000009 0.18634259259259262 1.0000000180025095e-35 27.500000000000004 0.61250000000000016 0.56250000000000011 0.60826939471440766 0.67327315541601263 0.65978723404255335 0.56250000000000011 1.0000000180025095e-35 1.0000000180025095e-35 -0.22499999999999998 49.500000000000007 -1.0000000180025095e-35 0.22361111111111112 0.65843495934959362 0.27543103448275869 0.70359603789836356 0.35257611665546718 1.0000000180025095e-35 0.17500000000000002 0.42500000000000004 0.07483905579399143 3.5000000000000004 0.66043559282552999 0.39366307262800404 0.38750000000000007 -0.22499999999999998 0.43625902544818601 11.500000000000002 0.46047529722733416 0.075577969174977347 1.0000000180025095e-35 0.48750000000000004 0.30620729234863353 0.38750000000000007 0.35309916640504724 0.36233510479454678 0.37685084802867397 4.5000000000000009 0.32799908871127548 1.0000000180025095e-35 -0.17499999999999999 0.51250000000000007 10.500000000000002 0.32007283818539567
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 11 7 19 -9 10 24 12 -1 14 15 16 17 -13 -14 20 21 -7 23 27 -8 -26 41 -12 30 -30 32 -32 -28 35 -35 37 -37 -34 -33 -31 -41 42 -20 -44 48 46 -46 -24 -10 50 51 -23 56 -54 -55 58 61 -58 60 -60 -51 -52
right_child=1 2 3 -5 -6 6 9 8 44 -11 22 13 18 -15 -16 -17 -18 -19 26 -21 -22 49 47 -25 25 -27 28 -29 29 39 31 38 33 34 -36 36 -38 -39 -40 40 -42 -43 43 -45 45 -47 -48 -49 -50 55 52 -53 53 54 -56 -57 57 -59 59 -61 -62 -63
leaf_value=-0.015586811888432021 -0.030308863331205537 -0.0033673228866027299 -0.024255406353758103 0.013010767075809337 0.027855581179730287 0.01050603137589559 -0.0032334165863092388 0.030327625503398088 -0.0060304928967410045 -0.015646408422876016 0.011944266924780378 0.010336494621660282 0.013559136741331107 0.021619965419123366 0.019003908484236321 -0.027732660210240703 0.015160072841179574 -0.012972969565620374 0.013203474046141439 -0.014555392572785724 0.015138362571052425 -0.00065001597766213765 0.004041352159298529 0.025243962316800525 -0.011144626959195736 0.024219400413569462 0.016845749359013402 -0.0047658696132992411 0.023533175498394926 -0.012162924993542351 -0.013075361959016161 0.010991276880882484 0.0024470668619210735 0 -0.022504357829514696 -0.016562239520095594 0.0038946261339974858 -0.012817436825691919 -0.0055106574334330754 0.019733501490435949 -0.0048850976819354497 0.021092089550206694 0.0080371435156333278 -0.017407358918207796 0 -0.01372916163244246 0.029118463753802087 -0.007849485049830008 0.01342681888873839 0 0.012417622270752809 -0.015753729412999261 -0.01609049986443593 0.025331153286659143 0 -0.019236301090075816 0.031890343219986753 0.0078005020862858022 0.01382838428297856 -0.0021486871723659542 -0.018205778795029073 -0.0067785292608083837
leaf_weight=7.1301603876054278 1.8367094378918398 0.68693497823551286 1.6707314508967104 0.94467981625348318 1.2365333056077359 7.1666223257780066 181.21937790792435 3.8029771279543665 1.6597094777971539 6.8506257571279994 3.8783166520297554 3.6825871933251708 5.2362802997231475 4.8331243558786801 5.6742486283183089 2.9677061056718221 5.9344098400324574 6.0492377933114767 7.3737128637731137 3.7189808487892142 6.7410308495163909 100.58548684697598 9.4497961178421992 6.0284094940870991 4.2240728819742781 4.5011145779863 5.6652894616127005 10.149025946855543 3.7010876331478348 3.2492795120924693 19.042747098952535 6.0356494523584825 98.111333189532161 5.2241116873919946 4.53010761924088 8.0522833168506605 6.181654315441846 3.8667138963937751 5.8568223938345909 2.7154602939262986 2.1068334635347128 3.0722610540688029 4.2830756939947641 4.5156005620956368 3.4420849429443461 4.6116544622927904 1.2258847653865812 8.9710230454802495 7.7376717338338477 5.2141567114740628 5.4125320464372653 9.6470561940222961 5.7609895467758205 5.2001951839774874 20.389218430966139 5.8303130343556395 4.7915701083838922 3.8356319591403008 6.0396510548889664 12.574170749634503 5.079343356192112 3.8876706212759018
leaf_count=60 22 39 92 43 55 92 2057 107 37 142 32 49 36 129 169 68 72 51 70 22 53 911 81 50 55 64 47 77 75 31 131 53 846 33 39 60 58 24 35 53 17 33 37 40 108 55 53 54 215 34 45 71 40 46 149 32 46 30 46 88 28 29
internal_value=-0.000172441 -0.0083922 0.000115362 -0.00869578 0.0146124 -8.7205e-05 -0.000630604 0.000880235 0.0082466 -0.0021605 -0.00171647 0.000972417 0.000155914 0.00649801 0.00309464 -0.0015817 0.00328114 -0.00351787 0.000765729 6.33291e-05 0.00036703 -0.00011211 0.00319652 0.00773213 -0.00274555 0.00656048 0.000375079 0 -0.000288065 0.00752671 -0.000899407 -0.00695178 0.00048586 -0.000227902 -0.0105866 0.000606702 -0.00733148 0.0017856 0.00241147 0 0.00801688 0.00663232 0.00329483 -0.00445121 0.00315897 -0.00250335 0.00746289 -0.00144943 0.00931116 -0.000545118 0.000277125 -0.00205229 0.00559645 0.00102221 0.00520238 -0.00447245 0.0131651 0.0222792 -0.00117688 0.00280839 -0.00887144 0.00378791
internal_weight=711.094 6.37559 4.53888 2.61541 1.92347 704.718 469.626 234.355 22.48 235.272 228.421 235.092 205.95 29.1413 24.3082 18.6339 15.6662 9.73182 198.82 211.875 208.156 201.415 38.4766 20.0558 189.945 8.72519 193.584 14.0273 174.339 11.7727 162.567 30.9352 131.631 125.966 9.75422 116.212 14.2339 101.978 11.8925 8.07157 4.82229 19.2447 16.1724 8.79868 18.677 9.27962 4.66797 18.4208 9.39738 194.248 159.51 110.233 49.2778 31.3504 25.5894 34.7376 17.9274 8.6272 28.9073 18.6138 10.2935 9.3002
internal_count=7516 251 229 135 94 7265 4949 2337 575 2612 2470 2316 1778 538 409 240 172 100 1718 1762 1740 1687 294 159 2176 119 1682 109 1502 176 1326 219 1107 1060 72 988 118 870 88 101 70 180 147 77 468 216 161 135 252 1595 1367 982 385 235 195 228 150 76 196 134 62 74
is_linear=0
shrinkage=0.03


Tree=181
num_leaves=57
num_cat=0
split_feature=0 15 42 32 11 42 32 21 49 21 49 21 21 11 47 9 11 32 11 11 9 42 31 42 31 48 47 31 43 32 31 31 42 49 34 31 32 32 48 9 11 42 11 42 46 43 5 35 40 31 43 11 43 11 9 42
split_gain=0.477692 1.8153 2.85922 0.436516 1.13691 1.39573 0.834297 0.746096 0.563708 0.472164 0.446894 1.3503 1.48231 2.27994 1.43379 1.36547 1.26704 0.734804 0.471859 3.78446 2.45034 3.02602 2.20441 2.35007 1.56212 1.47801 1.63119 1.45734 1.38606 1.37536 1.28554 1.21911 1.18652 0.855331 2.34834 1.94539 2.10364 1.22956 1.21811 2.05348 2.23312 1.98157 1.44843 1.0778 0.954124 1.34488 0.753199 0.516204 1.37825 0.46474 0.463047 0.373385 0.306732 0.134837 0.0747592 0.0126395
threshold=51.500000000000007 1.0000000180025095e-35 4.9763905204053005 0.53500000000000014 0.72836123857922808 3.4844894294556341 0.32000000000000012 0.39116643587525701 1.0000000180025095e-35 0.343663072628004 0.32500000000000007 0.36535479129687387 0.32809916640504755 0.86073272698808534 3.5000000000000004 1.0000000180025095e-35 0.91667064739399207 1.0000000180025095e-35 0.90849589109791129 0.9060868288067645 0.22500000000000003 3.6930544678997941 0.35000000000000003 3.637649039618045 0.32500000000000007 1.0000000180025095e-35 3.5000000000000004 0.28500000000000009 0.52500000000000013 0.16500000000000004 0.35000000000000003 0.23000000000000004 3.4467622390330521 0.12000000000000002 1.0000000180025095e-35 0.23000000000000004 0.16500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.12500000000000003 0.66579922540187964 3.4764415777150481 0.63698012568534057 4.9531068287039579 1.0000000180025095e-35 0.074999999999999997 0.01941930618401207 1.0000000180025095e-35 1.0000000180025095e-35 0.16000000000000003 0.17500000000000002 0.83619767887988861 -0.074999999999999969 0.93349589109791131 0.17500000000000002 5.0406221800092199
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 10 51 9 -7 18 12 13 14 49 -13 -17 -16 19 28 22 -22 23 -20 25 26 31 -28 30 50 33 -25 -32 38 44 36 -36 -37 39 40 -1 -41 -40 -44 -35 -46 -30 48 -34 -12 -27 -8 -21 -9 -53 -4
right_child=1 2 55 4 5 8 7 53 -10 -11 11 15 -14 -15 17 16 -18 -19 20 52 21 -23 -24 24 -26 29 27 -29 46 -31 32 -33 47 34 35 37 -38 -39 42 41 -42 -43 43 -45 45 -47 -48 -49 -50 -51 -52 54 -54 -55 -56 -57
leaf_value=0.01036267638455601 -0.030116017751053614 -0.024469976579374931 0.0029961246648584493 0.022893966066801053 -0.020733571158921445 0.010072998267544347 -0.0013843668782703206 0.010296936602402926 0.019403479047436386 -0.0060321399505013406 -0.0071587570214239416 -0.0095644163725719968 -0.022629804467319568 0.015955471049775693 -0.0059494103377894358 -0.00028968734704207786 0.021909712584489632 -0.028093920563319601 -0.016422408933930849 0.026460970659897873 -0.027507310302153715 0.0045621748495429442 -0.01969412727258045 0.015540837618822748 0.020759928639588334 -0.0010369043900582333 -0.0039177830695912384 0.006515984764353412 0.0019708342376363978 0.020616667580138026 0.02430061073944198 -0.001558084734923337 0.022673818617375236 0 -0.0099993730394142711 0.02098351547012995 0.0025722861874561821 -0.00069370630474949212 0.012782176403482885 0.0083915444450232343 -0.0063802395983758881 0.0002807066198899963 -0.0058843880731067662 0.0077345945480510022 0.028606059662908891 0.0082450864973067622 0.022960789036882385 -0.0079286359695611291 -0.0044219641816806675 0.0057853590156792161 0.0096594832257361346 -0.022227052636847759 0.011048014466995123 0 -0.007197485084061722 0.027032658306038997
leaf_weight=7.6689472338184705 2.0723260524682692 1.7280205343849955 0.70271728467196259 2.4616705328226081 1.9510728232562531 2.7679187376052123 2.8333860188722593 1.2260967427864664 2.0244873333722353 3.2453929856419563 4.754097751341769 3.477515807375311 4.5327030317857853 3.9988184832036486 3.5922406325116745 3.4566590432077628 4.6158710550516844 3.6519799139350653 6.7612800793722263 4.3777948226779699 6.5504905628040415 3.8067477345466614 4.8581849262118331 8.7918416652828437 3.4908827394247046 8.6718813423067349 73.338307070545852 13.874569848179815 3.9498241902329019 5.7243454409763208 3.4262321442365637 5.3796971738338462 2.7919820547103864 5.939046178013089 21.80810812022537 5.2653629286214692 24.995168716646731 3.2185783106833696 4.0143747488036743 31.412685066461563 62.552216744050384 203.600090298336 75.964195025153458 5.0767938755452624 4.4628119803965101 12.58658511377871 3.4581717578694224 2.2861355077475309 3.1280992515385151 4.7144851451739669 5.2088782247155896 3.2126673581078649 4.9022610783576948 1.7024641362950204 2.2710568942129612 1.7700319644063709
leaf_count=102 41 97 17 32 32 36 33 32 34 69 53 28 40 41 42 38 47 43 64 45 48 37 28 112 27 73 674 99 46 59 27 40 44 48 194 64 227 35 59 286 520 2375 656 56 52 145 54 24 39 54 46 60 48 33 65 96
internal_value=-0.000166173 -0.00828849 0.00199539 -8.29245e-05 0.00542367 0.000164505 -0.000192304 -0.00822794 0.00634581 0.00050098 -4.82403e-05 -0.00326093 -0.00722825 -0.00338653 -0.00850314 0.00487503 0.0119014 -0.0183738 0.000127135 0.000576767 -0.00135613 -0.0152889 -0.000230943 0.00047275 0.00146342 0.000823814 -0.000584247 -0.00217814 0.000199259 0.00834067 0 0.00870102 0.00976391 -0.000248535 0.00259107 -0.000665866 -0.00317548 0.0122423 -0.000834441 3.16155e-05 -0.00444228 0.00139655 -0.00400558 -0.00494043 0.0106209 0.0141924 0.0129039 0.00254707 0.00769972 -0.000106853 0.00263109 -0.0128962 0.0193567 0.00308896 -0.0175306 0.0231821
internal_weight=710.106 6.2731 4.20077 703.833 12.4505 9.98887 691.383 11.2457 8.0378 6.01331 680.137 36.7944 25.2443 20.7116 16.7128 11.55 8.07253 7.24422 643.343 496.885 146.457 10.3572 136.1 131.242 124.48 120.99 101.384 87.2129 487.605 19.6051 480.197 14.1715 11.6324 468.565 78.2757 55.2872 46.8033 8.48394 390.289 305.234 70.2212 235.013 85.0554 81.041 22.9884 17.0494 7.408 8.20622 5.92008 9.46858 13.8808 8.31711 9.28006 2.92856 5.48372 2.47275
internal_count=7516 251 210 7265 203 171 7062 223 139 105 6839 386 273 233 192 113 85 85 6453 5146 1307 85 1222 1194 1130 1103 925 773 5053 178 4953 152 134 4819 765 520 421 99 4054 3283 622 2661 771 712 245 197 100 107 83 107 119 158 93 65 125 113
is_linear=0
shrinkage=0.03


Tree=182
num_leaves=63
num_cat=0
split_feature=14 14 45 14 27 5 5 5 12 50 11 3 32 4 3 31 3 26 3 11 32 3 3 31 50 14 43 14 4 58 32 32 31 43 14 3 29 11 26 26 32 26 14 50 14 12 50 50 14 34 4 11 43 32 45 4 3 3 11 14 3 3
split_gain=0.487768 1.72541 1.90024 0.437573 0.427225 0.881289 2.0446 1.30906 1.9582 1.70664 1.21338 1.50177 1.19176 2.33075 1.56256 1.40487 1.86659 2.31878 3.55979 2.90658 1.64517 1.19909 2.16323 1.19275 1.19032 1.18057 0.84164 0.804386 0.730498 0.704331 1.73506 3.74578 2.63713 2.0793 1.87267 2.33404 1.90226 1.34732 1.18701 1.11956 1.37031 1.53263 1.50938 1.08787 1.25052 2.05649 0.901964 0.881638 1.73194 2.68193 1.91054 2.89561 1.3433 2.43794 1.20151 2.61802 1.43848 1.11074 1.61089 1.36514 1.14241 2.12758
threshold=0.55694444444444458 0.51653869448840439 0.97500000000000009 0.50977198761457165 1.0000000180025095e-35 0.38348416289592763 0.27386363636363642 0.037749287749287756 0.37500000000000006 3.4150731631156739 0.87579466157694208 0.25245098039215691 0.17500000000000002 0.39212852771166279 0.51250000000000007 0.16000000000000003 0.46250000000000008 8.5000000000000018 0.34687500000000004 0.88503641909269792 0.16500000000000004 0.13723808562876269 0.31936274509803925 0.2950000000000001 2.8625437813686543 0.67278338945005622 0.17500000000000002 0.64902948861515497 0.3816526610644258 1.0000000180025095e-35 0.18500000000000003 0.25000000000000006 0.16000000000000003 -0.27499999999999997 0.62414383561643849 0.51250000000000007 1.5000000000000002 0.91391882076512887 9.5000000000000018 11.500000000000002 0.16500000000000004 9.5000000000000018 0.62693960372403923 2.9242685963818378 0.60180165816326536 0.4250000000000001 3.0678793895128593 3.3973861251426389 0.68895663956639575 1.0000000180025095e-35 0.31698564593301443 0.6311477619462813 0.25000000000000006 0.17500000000000002 1.5000000000000002 0.24662162162162166 0.5375000000000002 0.5375000000000002 0.94447251286974132 0.67175839552238814 0.03509852216748769 0.048809523809523817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 29 6 7 9 25 12 11 -11 14 26 15 16 17 19 -19 -6 21 24 -23 27 -17 -9 -14 -16 -10 47 32 -32 39 -34 35 36 -33 -35 46 40 41 43 -42 -31 -45 -46 -36 57 49 54 -50 -52 53 -51 55 56 -49 60 59 -59 -2 -62
right_child=4 -3 -4 -5 5 -7 -8 8 28 10 -12 -13 13 -15 23 20 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 30 31 34 33 37 38 -37 -38 -39 -40 -41 42 -43 -44 44 45 -47 -48 48 50 52 51 -53 -54 -55 -56 -57 -58 58 -60 -61 61 -63
leaf_value=-0.024559300413490841 0.0095980060256267968 0.033038587959506635 0.024044649249756495 0 0.010135385370560203 -0.012445045494875986 0.016279911397874491 -0.0054901888693111977 -0.016296133880581584 0.013034185280699677 0.022608138913201188 -0.014108813375381847 -0.013381284659216133 0.0084398465350499635 -0.0016951461023383884 0.0050252379928591969 0.027263482222918883 0 0.034401703391840212 -0.023774915518857305 -0.013310132432286513 0.021743337741562108 0.0015805909578493255 0.0059631201407730327 -0.019510251079111019 0.014530598625436226 0.0023835258058908979 -0.018641279233177304 -0.00040463827392646655 0.00088613121560165574 0.034960688489425025 0.013526878886237232 -0.011445327181654572 0.017006911775839881 -0.010357576539780221 0.03218411362303749 -0.017154631708905219 0 -0.022999289180338611 -0.026184663361935107 -0.012858423407106793 -0.026587879935386804 0.0035525303414626628 -0.028164170424991253 0.007462019578337249 -0.021813832973280843 0.0070492831825734572 0.0054224657695064547 -0.0055478433949127789 0.0086114339534211336 -0.0082728009686071202 0.027273831783240377 -0.027950233508634539 -0.024794907403350261 0.0094001593440266231 -0.016757870960873202 -0.012764451473417931 0.0055134630426759718 -0.0056949044096856324 0.025553251876267731 -0.024169226336440846 -4.0545304637361959e-05
leaf_weight=1.7857114300131791 10.647050390951334 1.6007202565670011 1.3746690354309974 0.88156280573457468 4.4461414143443161 3.9048893675208083 7.8419308066368094 4.5634131953120249 10.984017360024152 5.0441054841503483 5.6398348025977612 2.4973247963935137 15.795846994966274 7.8404534459114066 5.9065504968166369 2.8241274366155258 4.7159810308367005 6.887471513822673 4.6198889687657356 4.0523077808320522 5.7592447586357585 6.2862909901887205 21.544517281465232 4.9760147854685775 3.3924499787390232 5.13962856028229 2.9382019508630028 5.8283118922263384 4.4430070593953124 6.738708481192595 2.8203663676977184 3.9264207351952809 5.9357143007218864 8.3774597458541376 5.4814574364572746 2.6599119622260332 3.0519783571362495 7.4638568274676791 3.3145794868469229 3.4320421228185287 7.4179099872708347 5.6887773461639872 13.979786425828932 3.5749008711427432 4.2782685831189156 3.7022204548120499 4.585977952927351 17.684597700834278 7.0130192525684825 3.661448994651435 2.7381718670949322 5.6392994774505496 6.161335876211524 3.5235840566456318 6.6514448830857864 10.201964478008447 4.7315927706658831 11.89500090386719 5.9888278804719439 4.6644041640684 3.1264988211914888 345.24513756530359
leaf_count=110 109 16 90 24 67 22 56 56 93 66 57 23 169 59 48 40 46 67 36 37 41 120 167 33 42 63 25 39 36 92 23 39 37 69 48 32 49 53 152 100 103 187 185 47 50 53 37 144 48 38 36 60 51 32 125 86 31 93 43 38 26 3452
internal_value=-0.000158955 0.00844575 -0.000977759 -0.0167441 -0.000238837 0.00112101 0.00151969 0.000665395 -0.00547567 0.0019973 0.0121307 0.00313851 0.000682678 -0.00473229 0.00253494 0.00470126 0.0103168 0.0057947 0.0146143 -0.00551912 0.00102962 0.00369401 0.00647155 -0.00543211 -0.00761974 0.00458808 -0.0105928 -0.0107858 -0.0121671 -0.000643276 -0.00296996 0.00352247 -0.00543463 0.00302188 -0.000338773 0.0093588 0 0.00889187 -0.00780011 -0.00932674 -0.00781087 -0.0127546 -0.00192521 -0.00788759 -0.0134425 -0.00558713 -0.00186107 -0.000129779 -0.00328148 -0.00592159 0.00531968 0.0150339 -0.0174862 -0.0071866 -0.00177049 -0.00427462 0.00123936 0.000417655 0.00684633 0.0117538 0 -0.000288047
internal_weight=709.518 5.64266 4.04194 2.66727 703.876 157.872 153.967 146.125 25.1301 120.995 13.1813 7.54143 107.814 26.5745 81.2393 64.5284 24.7218 20.0058 11.5074 8.49845 39.8066 34.0474 27.8308 16.7109 6.21658 9.70304 18.734 11.7349 15.427 546.004 96.4303 25.8407 70.5896 21.777 23.0203 9.63831 6.9784 15.8413 13.382 48.8126 45.3806 23.9829 21.3977 18.2941 11.5554 7.98049 10.0674 449.573 68.0065 52.616 15.3905 8.37747 13.3464 7.18503 39.2696 32.6182 22.4162 381.567 22.5482 16.5594 359.019 348.372
internal_count=7516 240 224 134 7276 1508 1486 1430 248 1182 146 89 1036 253 783 663 253 207 103 104 410 369 287 120 82 119 194 87 129 5768 1356 380 976 159 357 120 88 122 237 817 717 429 288 242 150 103 85 4412 651 507 144 96 121 70 386 261 175 3761 174 131 3587 3478
is_linear=0
shrinkage=0.03


Tree=183
num_leaves=63
num_cat=0
split_feature=14 9 45 43 14 21 14 3 4 12 14 58 41 50 43 11 26 26 3 3 31 31 26 50 14 41 13 43 50 3 13 2 13 14 14 0 11 11 47 3 14 5 4 12 26 4 26 26 21 11 5 50 11 3 50 50 43 14 3 12 37 12
split_gain=0.466713 2.22428 1.73032 1.00104 0.417296 0.94029 0.873758 1.05773 1.99294 0.500524 0.457319 0.399653 2.09612 1.66948 1.23006 1.19884 0.864442 1.80337 0.832836 1.49189 0.717148 2.35591 5.98804 3.20819 1.38294 3.19147 1.36866 1.70514 2.18904 1.55974 2.45444 2.3936 1.77582 1.58649 1.55069 1.41662 1.38383 1.27196 1.18163 1.1488 1.01578 0.942338 1.58335 0.927597 0.878654 1.53924 0.959809 1.59836 1.14096 2.07454 1.00415 0.977016 0.757804 0.949665 0.71031 0.555455 0.480503 0.627753 0.504145 0.464419 0.419383 0.411177
threshold=0.55694444444444458 0.27500000000000008 0.97500000000000009 -0.27499999999999997 0.79135572139303489 0.41096404744368098 0.75795454545454555 0.14267985856113155 0.63981481481481495 0.65000000000000013 0.76867335562987749 1.0000000180025095e-35 1.0000000180025095e-35 2.4194005465518993 -0.37499999999999994 0.84958336294286541 4.5000000000000009 6.5000000000000009 0.56250000000000011 0.48750000000000004 1.0000000180025095e-35 0.12000000000000002 9.5000000000000018 3.315707808323157 0.68533452807646367 1.0000000180025095e-35 0.90000000000000013 -0.52499999999999991 2.8625437813686543 0.13310480342311679 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.62814267756128228 0.69657494145199073 24.500000000000004 0.73898114900723588 0.68273594447144703 4.5000000000000009 0.15606708256315469 0.74856321839080475 0.025657894736842109 0.27888888888888896 0.57500000000000007 5.5000000000000009 0.27475490196078439 6.5000000000000009 7.5000000000000009 0.38245561072500711 0.89503805832773364 0.3943381180223286 2.8153069638604364 0.72122855066982183 0.18634259259259262 3.2806961417784364 3.315707808323157 0.074999999999999997 0.64237451737451756 0.5375000000000002 0.27500000000000013 1.0000000180025095e-35 0.37500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 9 10 -9 11 -8 20 13 -13 -15 -14 59 61 19 -19 26 22 -22 24 25 -24 29 -28 -29 31 35 32 36 -32 52 -31 -2 -33 43 -27 44 54 -43 -37 45 -23 48 51 49 -46 -49 -48 53 -30 -39 -35 58 -58 -17 -16 -36 -18
right_child=4 2 -4 -5 5 -7 7 8 -10 -11 -12 12 15 14 16 56 17 18 -20 -21 21 40 23 -25 -26 39 27 28 34 30 33 37 -34 55 60 38 -38 41 -40 -41 -42 42 -44 -45 46 -47 47 50 -50 -51 -52 -53 -54 -55 -56 -57 57 -59 -60 -61 -62 -63
leaf_value=0.046624635104219762 -0.020142680968359739 0.0068208654019494587 0.024477035712788805 -0.024159854790804857 0 0.02252693383806724 -0.0042217275244344392 -0.027262496397090531 -0.00048998427234290349 0.0097942367331697085 0.010980840148590127 -0.015061950451777753 0.010381881440367006 0.017952812120421321 0 -0.017670006200876307 0.0050549141696851416 0.0013605785359825458 0.01024903315397265 -0.0083988084810393878 -0.031058600826254716 0 0.026754069424659202 -0.018135237721969125 -0.0060776793979321828 0.011186961254594513 -0.010772300058476254 0.026270241271528477 0.030809457843813257 -0.015971135109691139 0.028935348409204018 0.011793464910550893 -0.033537465008090996 0.014334102138733181 0.00044987800504994524 0.001416004895358925 0.0070418473057570286 0.016485212119848682 -0.0098390292014020522 -0.010646703255404824 0.016044560396483248 0.0052432552607709314 -0.012559016802739022 0.011144453071052701 -0.0034158078087899134 0.024850624716048687 0.025713343376459377 0 0.0068626075497175429 -0.027060011777639507 -0.014664282324385219 0.0028845902074247066 0.0024359618943560987 0.001293752657297842 -0.0012110040888400216 -0.00074443671459927256 0.010368407028961911 -0.011561635720042087 -0.0024354615206070699 -0.018908383257856719 -0.013294194914802319 0.021030046671899012
leaf_weight=0.90436839312314887 2.9569237232208234 1.0175006920471785 1.4575607692822812 2.2130571976304059 4.2454243199899784 2.1490849400870502 3.3707565451040891 4.5900302249938232 6.2562569119036198 4.315603829920291 2.9016308002173901 5.9122826699167481 1.8887531831860567 3.5639862716197959 2.3809186033904544 12.526178909465676 4.2414766252040845 49.560678240843117 5.898193694651126 19.152088591828942 7.6944286469370118 5.5527773499488813 5.7916436567902609 7.3823433499783269 6.6499924827367058 3.3637838922441006 3.2997949123382595 6.1667813854292062 2.9785072905942815 4.0761040700599542 4.576361518353222 6.0054660513997069 3.6747247911989689 3.2487579211592674 2.7335292100906363 91.706782118417323 3.0341183934360743 2.9476586487144258 7.2273676153272381 5.1002528294920921 3.3728874297812572 5.9887963384389904 13.519986519590018 9.9487133622169477 15.338419789448386 3.2756523564457893 3.2339183483272773 277.48656136076897 4.3593222908675662 4.422742821276187 4.0596687421202651 4.8266470618546009 5.2064146995544434 2.0967202456668019 4.2293241675943136 4.1922325454652309 1.6643583811819542 2.6138953035697341 3.5305885784327975 2.8604787513613701 3.4017952159047127 4.2904072105884552
leaf_count=8 32 28 93 111 54 43 36 41 73 29 30 134 29 27 28 272 32 613 76 225 130 38 48 60 50 36 40 145 66 60 76 67 27 38 42 731 29 36 55 40 38 40 94 75 139 40 38 2640 41 22 23 54 75 44 39 37 24 58 63 41 28 35
internal_value=-0.000154693 0.00829838 0 -0.0128244 -0.000232807 0.0072415 -0.000312083 -0.00697328 -0.0126515 -0.000133444 0.00200602 -0.000208662 -0.0017797 5.51248e-05 0.00112285 -0.0100552 0.000337468 0.00115852 -0.000271759 -0.00128904 0.000120896 -0.000655193 -0.00792072 -0.00124267 0.00455359 0.0099434 0.00160477 0.0080151 0.011094 0.000569005 0.0022867 -0.00434508 -0.0173087 0.0150909 0.00478463 0.000847215 -0.00562341 -0.000247794 0.00155995 -0.0012191 0.000132887 -0.00324834 -0.0067919 0.00244702 -2.47463e-05 0.00918145 -0.00030861 0.000151818 -0.00603931 -0.0092263 -0.000208697 0.0131707 0.0120276 0.0202644 0.00549356 0.00525653 -0.0123282 -0.0016084 -0.0147605 -0.0111478 -0.00640271 0.0140731
internal_weight=708.633 5.59249 4.68812 3.23056 703.041 6.39451 696.646 17.1187 10.8463 679.528 6.27239 675.212 120.084 97.8605 91.9482 22.2238 88.3842 83.1428 74.611 68.7128 555.128 361.911 35.9824 28.288 20.9057 14.2557 193.217 25.8835 22.5837 167.333 124.976 42.357 9.66577 12.0174 16.417 112.959 5.99104 32.6912 108.883 8.46404 325.929 26.6858 19.5088 101.655 322.556 8.82843 313.727 289.607 24.1205 19.7612 281.546 8.06057 10.2816 5.07523 7.17698 7.44099 20.335 4.27825 16.0568 5.2414 6.13532 8.53188
internal_count=7516 240 232 139 7276 97 7179 180 114 6999 66 6970 1657 1211 1077 446 1050 981 914 838 5313 3437 364 234 174 124 1876 440 400 1436 1072 364 88 151 255 921 61 276 861 76 3073 209 134 806 3035 78 2957 2755 202 161 2663 92 185 110 75 75 417 82 335 69 70 67
is_linear=0
shrinkage=0.03


Tree=184
num_leaves=63
num_cat=0
split_feature=0 15 42 26 34 0 0 11 0 14 32 9 1 9 14 14 26 26 11 43 14 31 42 5 11 32 31 42 14 53 11 42 13 34 43 26 13 1 42 13 11 31 31 14 0 43 11 11 55 11 42 42 21 14 26 14 11 37 21 1 21 21
split_gain=0.462978 1.72573 2.64861 0.437919 1.39692 2.51823 2.40159 2.06582 1.4203 2.41994 1.21507 2.44131 1.97134 1.76439 1.46588 1.49018 1.18057 1.5327 2.04119 1.85232 2.74456 2.18797 1.17696 1.27952 1.75518 1.09629 2.98019 1.62536 1.66157 1.24472 1.23104 2.04828 2.88356 1.3269 1.82735 1.9871 1.46672 1.41986 1.13885 1.73982 1.81138 1.45402 1.17253 1.07196 1.28585 1.08612 1.15545 1.22864 1.02289 1.0039 1.00019 1.51123 1.44177 1.32401 2.12089 1.01912 2.41038 2.29922 2.40775 2.93472 1.80153 1.41993
threshold=51.500000000000007 1.0000000180025095e-35 4.9763905204053005 8.5000000000000018 1.0000000180025095e-35 49.500000000000007 21.500000000000004 0.67915159828926641 32.500000000000007 0.71682389937106927 0.15000000000000005 0.17500000000000002 3.5131377898343916 0.37500000000000006 0.64042253521126769 0.68533452807646367 7.5000000000000009 6.5000000000000009 0.88823551701593073 -0.22499999999999998 0.68642083699151313 0.12000000000000002 3.4240587203982549 0.04083333333333334 0.88669055975826294 0.15000000000000005 0.2950000000000001 4.8341389671286441 0.6503424657534248 1.0000000180025095e-35 0.74371368725056064 4.2529124087693031 0.90000000000000013 1.0000000180025095e-35 -0.52499999999999991 9.5000000000000018 1.0000000180025095e-35 4.8711467457757456 3.9303249852141158 0.70000000000000007 0.70194729965171965 0.28500000000000009 0.16000000000000003 0.67227247032221604 26.500000000000004 -0.27499999999999997 0.66579922540187964 0.63713210169119583 1.0000000180025095e-35 0.70363943833870479 3.7789382144677943 3.7442656022803047 0.41741475425163055 0.65419580419580436 11.500000000000002 0.62693960372403923 0.92348603599663381 1.0000000180025095e-35 0.32799908871127548 3.6794269646841418 0.31699178219582236 0.36201221043251042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -8 9 -9 12 14 -6 16 -12 -16 17 19 -19 21 -21 -14 -13 24 -24 27 29 38 -29 30 31 43 -33 34 -32 -36 48 -38 50 40 -40 42 -41 -27 45 -45 47 -47 -35 -22 51 52 55 -52 -55 56 61 58 60 -60 -57 -5
right_child=1 2 -4 25 10 -7 7 8 -10 -11 11 22 13 -15 15 -17 -18 18 -20 20 49 -23 23 -25 -26 26 -28 28 -30 -31 33 32 -34 36 35 -37 37 -39 39 41 -42 -43 -44 44 -46 46 -48 -49 -50 -51 53 -53 -54 54 -56 57 -58 -59 59 -61 -62 -63
leaf_value=0.025574093581447722 -0.029815373492266786 -0.02410868915410912 0.022830478816128458 -0.0048279298135256573 0.010877561540452113 0.021850491334483108 -0.014953994987822957 0.020459781564114821 0.0010619034786559566 -0.0092064989720335513 0.001891145823065266 -0.010501917703862584 -0.012115979197792134 0.013326887247244124 -0.031070899874054061 -0.0019124453780704448 -0.021813929258705539 0.018951655476095734 -0.0084512192909008844 -0.024826252865486231 -0.012796864059609305 0.020032973192345864 0.025409628186956055 -0.0025643157314277055 0.0044003131383074717 0.011098086304404106 -0.029430914314781838 0.0026663976900712263 0.021739194767755363 -0.01454312682791392 0.019404348213252747 0.024977714421697932 0.0028100004502686735 0.00060078062261838098 0.0057674563886969251 -0.012029336951906121 -0.02196568130960341 -0.0034239225070287677 -0.02042911748878113 0.00021872900502594816 -0.0036268965617938581 -0.0028538113116601347 0.026108723346809897 -0.0091642280689946797 -0.014946254343079514 0.0044542408109776027 0.017511459846408162 -0.01247940504013817 0.01822056066361933 0.0044123937922724114 -0.00081391122134434949 -0.011406389139751812 0.017585184387318448 0.032074515135326949 0 -0.0022401910769462132 -0.0242915235524736 0.011142728121929516 0.013172901955826714 -0.0042125827716422148 -0.021987730508072817 0.010586836660733132
leaf_weight=3.591904636938124 2.0111595671623936 1.6319654155522587 2.3622084301896393 18.963237425312407 5.9005666505545369 5.8620218923315397 6.4576611798256627 8.4674593741074187 116.97746435180306 3.0079807145521036 6.6543776430189592 2.1815787106752422 3.6559666581451919 3.1839481778442851 3.3172064041718841 3.7835464868694544 5.5444739060476413 4.248979037627576 4.9507432878017426 10.896630626171829 5.2381560616195184 3.4341470384970307 7.4347004843875792 4.2330239564180365 8.5070324316620809 4.1498423367738715 3.352659609168767 14.36848023440689 6.1818306632339945 6.3959654737263909 1.8385316506028164 6.355370581150054 32.485247449949384 63.660476335324347 6.1978173255920401 32.641686145216227 4.3317723944783202 30.231500849127769 8.0837823664769548 3.681245049461725 23.864897944033146 12.154080539941786 3.3845056938007474 10.688482129946349 8.0630421433597785 11.984017288312325 3.5710038449615231 5.3802042491734019 2.9743253514170638 6.123794361948967 5.4391967859119159 8.6493759630247933 4.5847454071044913 3.9007170274853706 3.2689388198778033 45.574656523764133 4.3127817399799815 20.438902385532856 20.86092945933342 14.113453029654918 4.5393066573888055 7.2370613329112521
leaf_count=106 41 97 113 141 51 109 59 104 1038 27 58 16 38 35 26 37 92 57 31 80 39 39 121 40 73 30 51 216 84 132 15 52 291 645 75 657 39 261 130 61 218 219 110 101 58 120 28 37 20 40 41 65 36 79 34 317 29 174 177 115 32 59
internal_value=-0.000148011 -0.00831485 0.00198613 -6.72029e-05 0.000983254 0.002823 0.00194407 0.0012336 0.00211601 0.0121452 -0.0019239 0.00220292 -0.00483649 -0.00696168 -0.00744805 -0.016834 -0.00861574 -0.00645979 0.00370069 -0.00985127 -0.0141227 0.00275496 0.00842024 0.0108439 0.0147635 -0.000604774 -0.00206133 0.000830993 0.00884716 -0.00161293 -0.00120533 0.00165596 0.0067003 -0.00291494 -0.00750056 -0.00902072 -0.00100134 -0.00603334 2.20716e-05 -0.00384149 -0.00816554 0.00304738 0.0138232 -0.00268737 -0.00432769 -0.00135483 0.00239736 -0.000533305 0.00152921 -0.0030867 0.00128353 0.000549626 0.00134276 0.00935941 0.0177041 0.000726319 -0.00401803 0.0021599 0 0.00600258 -0.00422846 -0.000294838
internal_weight=707.563 6.00533 3.99417 701.557 233.653 144.364 138.502 134.911 128.453 11.4754 89.2889 36.1115 53.1774 47.2768 13.7551 7.10075 44.0929 38.5484 9.19972 29.3487 22.2586 7.09011 22.3563 20.1748 15.9417 467.904 234.302 233.602 20.5503 230.949 224.553 82.6772 38.8406 141.876 40.678 38.8395 101.198 34.5633 213.052 51.1685 31.9487 19.2198 7.06575 43.8366 39.6867 31.6237 20.9352 17.3642 66.6348 11.362 161.883 149.274 140.625 12.6089 7.16966 136.04 30.5131 105.527 85.0883 34.9744 50.114 26.2003
internal_count=7516 251 210 7265 2316 1443 1334 1228 1169 131 873 371 502 451 121 63 416 324 88 236 159 77 250 234 194 4949 2612 2337 300 2561 2429 717 343 1712 747 732 965 300 2037 738 348 390 171 374 344 286 185 157 665 79 1299 1145 1080 154 113 1044 229 815 641 292 349 200
is_linear=0
shrinkage=0.03


Tree=185
num_leaves=63
num_cat=0
split_feature=14 9 45 43 32 3 43 4 9 32 26 41 58 26 1 3 43 1 14 1 14 26 0 45 32 4 28 28 32 26 1 3 4 14 12 26 31 43 12 14 0 43 48 3 1 49 29 14 5 5 5 3 0 43 26 26 1 48 4 0 14 14
split_gain=0.451188 2.05445 1.61694 0.953666 0.405885 1.09415 1.38099 1.15141 1.06344 0.7508 2.5428 0.464912 2.40408 2.11977 2.04301 2.35232 2.13669 2.9949 1.59678 2.76659 1.94331 1.50044 2.0672 1.99522 3.38239 2.38664 2.02106 1.92914 2.6731 1.86148 2.58736 3.31678 1.66729 1.64731 1.46974 1.68477 1.84966 1.43472 2.18822 2.14377 2.89655 1.43275 1.3784 1.72508 2.48098 1.28218 1.20971 1.20712 1.93208 1.53792 2.45906 2.39565 3.13554 1.69224 1.31286 1.20581 1.68116 1.61356 1.18793 2.67815 1.18196 1.49057
threshold=0.55694444444444458 0.27500000000000008 0.97500000000000009 -0.27499999999999997 0.53500000000000014 0.51250000000000007 0.17500000000000002 0.19722222222222227 0.17500000000000002 0.32000000000000012 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 3.5228967779734712 0.38750000000000007 -1.0000000180025095e-35 3.5565212271721318 0.67759856630824389 4.4756736333796594 0.66767068273092378 10.500000000000002 49.500000000000007 1.5000000000000002 1.0000000180025095e-35 0.35067567567567576 1.0000000180025095e-35 1.0000000180025095e-35 0.17500000000000002 12.500000000000002 3.715634426587139 0.15606708256315469 0.36486249781047475 0.66565040650406515 0.4250000000000001 7.5000000000000009 0.16000000000000003 -0.17499999999999999 0.32500000000000012 0.68982758620689666 39.500000000000007 -0.37499999999999994 1.5000000000000002 0.059714795008912663 4.420773815517415 0.12000000000000002 2.5000000000000004 0.7005434782608696 0.075577969174977347 0.042572463768115944 0.025657894736842109 0.12060606060606062 32.500000000000007 -0.22499999999999998 5.5000000000000009 9.5000000000000018 3.5368030955064285 1.0000000180025095e-35 0.38478395235152002 24.500000000000004 0.74127789046653159 0.76533166458072599
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 6 7 8 -6 11 -11 21 13 14 15 -13 34 -18 19 -19 -21 22 42 29 -25 26 41 28 -24 37 33 32 -32 -31 35 -16 -37 -23 -39 40 -40 -26 43 44 -2 46 -27 49 60 50 54 53 -53 -51 -45 56 -14 -58 -20 -60 -49 -62
right_child=4 2 -4 -5 5 -7 -8 -9 -10 10 -12 12 55 -15 16 -17 17 18 58 20 -22 23 27 24 25 45 -28 -29 -30 30 31 -33 -34 -35 -36 36 -38 38 39 -41 -42 -43 -44 47 -46 -47 -48 48 -50 51 -52 52 -54 -55 -56 -57 57 -59 59 -61 61 -63
leaf_value=0.044552129173243589 -0.0075481732931193535 0.0065100436240119342 0.024124446707425792 -0.023885533445767198 -0.029925474531980831 0.025280093728991 0.022444879927136483 0.00657730094350009 0 0.0011881892052701844 -0.028426731378602878 0.00066288641429602534 0.0093607169626893898 -0.0040774109808835758 0.027189055109999024 0.025566319387203999 -0.021186816697014874 0.0027178133856870499 0.0015713265397274527 -0.0058785258677066651 -0.028621937021326815 0.0035664591143272791 0.0052079293629126904 0.019136883216976267 0.01709978406683452 -0.017949429844043182 0.024047895116166156 -0.0010804216681061874 0.040797957644785408 0.021049267597759366 -0.004973824328592418 -0.019277570274579485 0.020028152846392828 0 -0.00020160359491433393 -0.0010488254157819815 0.022749315242163781 0.00057223233697814547 -0.0076505403083580881 0.033794722308611823 0.018491814822999435 -0.0061886678477366284 -0.015307940884645894 0.005844352425097254 0.025785372920914498 0.00011954705638406419 -0.00010584321395411156 -0.007090307326024654 -0.026184912426611574 0.012244296589757515 -0.024242889600231788 0.0031845495355368393 0.031898933988978202 -0.010159451412316728 -0.0024183496192752246 -0.02767059622450229 -0.022554020605130232 0.00051691335658799809 0 0.035050709240716738 0.01944642294559408 -0.00587104221822639
leaf_weight=0.92634888738393684 2.9044238794594994 1.0087457839399574 1.3978724228218196 2.135364918969572 1.9926394633948783 1.8450209386646736 1.9763162098824967 3.9649392571300268 2.6452163718640804 7.559836093336342 3.5153122637420893 8.0395416729152185 3.5444560106843737 88.475854687392712 5.3524884823709789 6.5006129071116439 6.2674454115331164 39.612657280638814 18.457687582820657 27.555992648936812 3.963395661674439 44.150366190820932 6.011260787025094 5.6411198535934082 2.732863064855338 16.351472139358528 3.2697725631296626 8.0014772154390812 3.0159783679991961 5.5688872160390011 5.4600401874631661 10.705940313637255 3.7109965775161982 9.2671458199620229 11.418074819259344 8.5988277625292522 3.9464889215305439 11.428943281061946 4.7466423511505171 5.5263713402673593 13.735734948888421 11.582496995106339 6.4433292597532263 19.356418604031205 4.708821571432054 6.7849649079143992 5.1757857650518408 27.467187869362533 3.9915179945528498 3.9456870546564451 4.1848921366035929 10.771270009689035 5.2763258814811698 10.085057266987862 134.35052537545562 3.5644965628162018 6.3636071011424047 3.81375827267766 4.5317464186809948 3.4185857847332954 3.6810827003791919 3.8812177195213735
leaf_count=8 31 28 93 111 40 36 28 45 56 67 156 67 41 847 64 54 40 312 142 301 32 400 115 164 32 150 30 84 43 71 39 92 34 100 83 104 47 118 33 60 137 129 37 184 59 62 42 287 23 45 47 124 42 88 1297 140 90 61 77 41 56 50
internal_value=-0.000143744 0.00825932 0 -0.0125332 -0.000220206 0.0050823 0.000599425 -0.00413345 -0.0144237 -0.000326064 -0.0080171 -0.000189123 -0.00121117 -0.000389725 0.00178178 0.0123996 0.000560207 -0.00141372 -4.10547e-05 -0.00244105 -0.00908999 0.000408012 -0.00100579 0.00264284 -0.00217186 -0.00499268 0.00341151 0.00897874 0.0183753 0.0048662 -0.000773844 -0.00797242 0.00471431 0.00844936 0.00771537 0.013044 0.00620631 0.00739712 0.0119544 0.0170754 0.0114468 -0.0011551 -0.00174287 -0.00133204 0.0124331 -0.0104104 -0.0139759 -0.00183067 -0.00663959 -0.000794494 -0.00200768 0.00534699 0.0132713 -0.00335397 -0.00133259 -0.0119566 -0.00710469 -0.0134871 0.00616779 0.0158025 -0.00410613 0.00586323
internal_weight=706.309 5.46833 4.54198 3.14411 700.841 12.4241 10.5791 8.6028 4.63786 688.417 11.0751 677.342 253.426 236.139 147.664 14.5402 133.123 103.808 97.5401 71.132 31.5194 423.916 258.076 165.84 51.5385 45.8974 17.5851 17.0287 9.02724 114.301 34.713 19.877 9.17104 14.836 29.3159 17.8978 12.5453 79.5881 35.4377 24.0087 18.4824 14.3154 241.048 234.604 7.61325 28.3122 21.5273 226.991 39.021 187.97 157.892 30.0783 16.0476 14.0307 153.707 17.2863 13.7218 10.1774 26.408 7.95033 35.0295 7.5623
internal_count=7516 240 232 139 7276 205 169 141 96 7071 223 6848 2543 2211 1364 121 1243 945 905 645 333 4305 2612 1693 609 445 191 242 158 1084 336 165 73 171 298 215 151 748 348 230 170 161 2370 2333 90 254 192 2243 416 1827 1528 299 166 133 1481 332 192 151 260 118 393 106
is_linear=0
shrinkage=0.03


Tree=186
num_leaves=59
num_cat=0
split_feature=0 15 42 1 4 50 1 37 29 1 4 43 0 1 31 1 1 42 42 29 42 12 5 5 49 11 4 53 1 9 31 9 11 11 11 37 29 50 12 49 1 43 28 1 1 5 1 13 1 12 36 31 50 1 21 42 4 42
split_gain=0.450654 1.65674 2.49243 0.407686 0.863235 1.25676 0.384687 1.23785 1.45021 1.17695 0.886272 0.399371 1.42157 1.77778 0.845403 2.00007 1.35617 1.0127 1.28474 2.53589 1.6665 1.20997 2.37063 1.13842 0.981604 0.860486 0.741685 0.714291 1.13731 0.969007 0.932678 0.728941 1.69588 1.98864 2.51932 1.34665 1.79456 1.70002 1.60884 1.30201 1.66578 1.29175 1.24406 1.24087 1.11484 1.09414 3.73267 1.06974 1.03908 2.73961 1.40703 1.00822 0.7816 0.52874 0.446347 0.651714 0.262509 0.114342
threshold=51.500000000000007 1.0000000180025095e-35 4.9763905204053005 5.1200721840520744 0.45049019607843144 2.9797363981426757 5.0538212618648695 1.0000000180025095e-35 1.5000000000000002 5.0186495125046582 0.37377450980392163 0.074999999999999997 49.500000000000007 4.927030492346792 0.31000000000000011 3.8222509892493988 3.388574463632382 4.6641525978018654 4.431706508225683 1.5000000000000002 4.1643751273066618 0.52500000000000013 0.025657894736842109 0.046693482230278659 0.15500000000000005 0.79207412340655592 0.34330357142857149 1.0000000180025095e-35 4.420773815517415 0.37500000000000006 0.16000000000000003 0.12500000000000003 0.94447251286974132 0.93464361590809553 0.92718155667541746 1.0000000180025095e-35 1.5000000000000002 3.1307312134163801 0.32500000000000012 0.32500000000000007 3.6666825895759683 -0.22499999999999998 1.0000000180025095e-35 3.5005956336034312 3.8120032508939725 0.3133928571428572 4.5845731102501741 1.0000000180025095e-35 3.5401456763707917 0.37500000000000006 1.0000000180025095e-35 0.32500000000000007 2.7815080780430619 3.7294612642173752 0.36096404744368116 3.5223737282238914 0.39212852771166279 5.0315115408785305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 9 8 56 11 -11 27 14 -14 16 -16 -13 18 20 23 24 22 25 -20 -18 -19 -22 31 30 -30 -29 35 33 34 39 36 45 38 -37 47 -41 54 43 -43 53 46 51 -33 -39 -50 -51 -1 -36 -40 55 -38 -8 -4
right_child=1 2 57 4 -6 -7 7 -9 -10 10 -12 12 13 -15 15 -17 17 21 19 -21 26 -23 -24 -25 -26 -27 -28 28 29 -31 -32 32 -34 -35 52 37 41 48 44 40 -42 42 -44 -45 -46 -47 -48 -49 49 50 -52 -53 -54 -55 -56 -57 -58 -59
leaf_value=-0.0019478399501330573 -0.029569154911413004 -0.023842951629748078 0 0.026671577195088992 -0.0066280139528516998 0 -0.026662645907562198 0.0075030306787975355 0.0040124470880848057 0 0.022015953532124606 -0.014796626068418153 0.034543257199055467 0.00059930504298558987 0.020807954330416135 -0.0067697170136042546 0.0042124847308406604 0.01133067884030447 0.0068238398910627366 -0.0055567568273764039 -0.00027657834965261842 -0.019230529071302436 -0.019149271063245078 0.032992352990086814 -0.0015192628138305801 -0.0067086722314654845 -0.024462689491171221 0.011113018322421713 -0.026010875414658064 -0.0037811751832868556 -0.011028602297052239 0.0020693011526898724 0.020030683818085468 -0.016165066415380586 0.0048116287136230149 0.003662146035019684 0.016301341285115473 0.010176616892377418 -0.014663680940638957 -0.022376389504183629 0 -0.020728724405291974 0.01344038693745651 0.00059658126774127197 0 -0.012204940898513117 0.026932900002704329 -0.001756451971437123 -0.020983711647186622 0.007505563568097443 -0.0075525547700784111 -0.017105158525062478 0.029016143401717581 -0.031393702448687763 0.021248032604368819 -0.00013970692034651313 -0.010424321354407838 0.026770586651709786
leaf_weight=73.029104321263731 1.9641627855598915 1.5674704289995136 0.60971127869561348 2.8283277647569767 2.2800194714218378 2.4690652741119266 2.7956022284924966 4.5685734944418064 3.6166995167732239 3.736273772083222 3.5940029453486204 5.2022298108786336 2.3475649412721387 3.9084373526275158 5.4122478421777469 3.5273827584460378 54.637867758050561 7.9763718871399778 3.7008608411997539 4.6495424555614591 2.5462029185146084 4.4348178869113317 4.5645973347127429 3.8496099328622222 50.640112519264221 2.7560498081147671 3.1190625363960862 4.0251818019896737 3.5757468380033952 4.9231740329414606 2.5486502777785063 173.21401163749397 3.7590331220999351 6.2903115898370734 3.0111700911074868 3.5995689677074578 3.3608581358566862 5.2052885703742495 8.2361756721511465 4.9461452802643162 6.8215459417551756 2.5270101279020372 5.9300752039998761 20.58529572095722 3.3774898229166856 9.4808389097452146 3.7527713347226372 104.48099910188466 6.4191975025460151 12.691797353327274 9.5067229373380542 4.1487165093421927 3.3605060875415802 4.2242832668125621 4.5982318734750152 3.8073534313589334 4.9150714874267578 1.6928329691290853
leaf_count=698 41 97 16 41 29 35 23 53 46 43 41 46 34 49 50 42 500 100 37 50 33 50 37 61 472 22 31 54 43 84 30 1621 43 59 28 44 29 53 81 44 86 28 50 233 31 55 33 1407 61 119 89 24 37 32 53 34 57 97
internal_value=-0.00013581 -0.00830654 0.00193349 -5.67338e-05 0.0067582 0.0136426 -0.000141964 -0.00472782 -0.0102259 -2.38969e-05 0.0117594 -0.000165511 0.00111093 0.0149417 0.000503407 0.0093599 -2.71068e-06 0.000513946 0.00156546 0.0107482 0.000484163 -0.00569721 -0.001189 0.0214471 0.0014009 0.00611142 -0.0149955 -0.000589987 -0.0070021 -0.0142066 0.00157086 -0.000377887 0.000504996 0.000229121 0.000608663 -0.00187323 -0.000190346 -0.00589096 -0.0129597 0.00017062 -0.00948859 0.0049673 0.00130849 -0.0016355 -0.01711 -0.00259039 -0.0013628 0.000608067 -0.00160004 -0.00400607 0.000779054 -0.00288227 0.018985 -0.0212157 0.0133239 0.00698771 -0.0175954 0.0223816
internal_weight=705.348 5.83418 3.87001 699.514 7.57741 5.29739 691.936 15.8959 11.3274 676.04 7.33028 668.71 163.273 6.256 157.017 8.93963 148.077 142.875 123.143 12.2 110.943 19.7318 15.297 7.55047 105.278 10.7324 5.66527 505.437 15.0728 8.49892 6.57383 490.365 305.884 302.125 295.834 184.481 131.22 53.2605 19.4375 289.463 11.7677 40.8088 29.0424 23.1123 15.8379 90.4114 80.9306 277.695 33.823 28.6177 22.1985 77.1778 6.37168 12.4605 11.7664 7.16821 7.71067 2.30254
internal_count=7516 251 210 7265 105 76 7160 179 126 6981 84 6897 1614 83 1531 92 1439 1393 1184 148 1036 209 159 98 972 122 64 5283 211 127 84 5072 3325 3282 3223 1747 1237 510 188 3158 130 427 311 261 144 810 755 3028 322 269 208 722 65 113 116 63 80 113
is_linear=0
shrinkage=0.03


Tree=187
num_leaves=49
num_cat=0
split_feature=14 14 49 14 21 14 3 21 12 48 12 31 50 50 3 1 31 43 50 3 14 50 46 3 29 3 3 21 58 14 50 14 36 31 31 26 1 13 3 36 32 26 14 1 1 46 46 1
split_gain=0.442828 1.42023 0.461758 0.417048 0.893537 0.802714 1.24291 1.35193 0.458289 0.53144 1.80074 0.485491 1.56179 1.08723 2.89856 3.15709 2.16704 2.75806 1.30217 1.62511 1.33809 0.71404 0.451011 0.759456 0.585028 0.899727 2.8384 1.03104 0.698487 2.13589 1.07567 1.42747 1.35519 0.812433 1.61004 6.15413 1.33894 1.12137 1.97348 1.88841 0.759691 1.21775 0.599581 0.551 0.299547 0.241174 0.401918 0.0861295
threshold=0.55694444444444458 0.51653869448840439 0.19000000000000003 0.79135572139303489 0.41096404744368098 0.76154939587775416 0.14267985856113155 0.44199178219582225 0.65000000000000013 1.5000000000000002 0.52500000000000013 0.31000000000000011 1.7585441243211084 2.7815080780430619 0.48750000000000004 4.5825160859466125 0.32500000000000007 -0.22499999999999998 3.3973861251426389 0.18634259259259262 0.66565040650406515 2.9797363981426757 1.5000000000000002 0.41250000000000003 1.0000000180025095e-35 0.15606708256315469 0.30625000000000008 0.35221348234207051 1.0000000180025095e-35 0.67664992826398873 2.4194005465518993 0.6503424657534248 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 9.5000000000000018 3.3697022760782955 0.90000000000000013 0.13310480342311679 1.0000000180025095e-35 0.16500000000000004 8.5000000000000018 0.73304597701149432 3.6885744636323818 4.8531873157228071 24.500000000000004 17.500000000000004 6.0130348820437307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 -5 8 -7 -8 9 11 -11 22 -13 14 15 -14 17 -15 19 20 -18 -21 24 -24 25 42 -27 -28 33 30 32 -32 -30 37 35 -35 -36 38 -26 -39 -31 -42 -2 -29 -17 46 47 -4
right_child=3 -3 45 4 -6 6 7 -9 -10 10 -12 12 13 16 -16 44 18 -19 -20 21 -22 -23 23 -25 28 26 27 43 29 40 31 -33 -34 34 36 -37 -38 39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49
leaf_value=-0.019054225247684461 0.025613338484761241 0.029973702934968718 0 0 0.022202773829424712 0.0031990823923195807 -0.022865492411447835 3.5929331647591193e-05 0.0093796233227307711 -0.019202259583584628 0.0035065814516974467 -0.015860609539414313 0.032422475586195709 -0.0029393201279795042 -0.0092874749760798719 -0.0070653372787551644 -0.0068323348502787899 0.027271521205346032 0.0092132009570903978 -0.024169690976622436 0.022436154477134262 -0.0066759190109631347 4.8754607132039956e-05 -0.018829448324544897 -0.0052944687393799697 -0.021329111653611753 0.015949292280722616 -0.0094600672550525459 -0.018582938907367109 -0.025782638176384837 -0.00207564858571233 0.0076964131879883038 0.0028076101464982049 -0.03090322455851597 -0.013817462987340528 -7.5867782993875775e-05 0.00020654199652353248 0.0027744278019354723 0.002509277168895525 0.022820038931594032 0.0039052233341967256 -0.021841887635440881 0.0026509211285226293 0.0075952271250964761 0.0075879545780682825 0.016360432793250303 -0.017492791790944949 0.013105548600643568
leaf_weight=0.84964425489306394 2.5087989214807775 1.6432487387210128 0.65649234643206067 4.2228815723210564 2.1378028439357877 5.2133964188396922 5.6297879442572576 3.0035914126783609 4.3025590106844893 5.3376789167523366 6.3676508292555809 3.4223245158791533 6.3697576317936164 4.8009658744558692 4.1117231696844092 2.3807838847860694 3.0423625875264468 5.1694566011428851 4.3123618597164741 4.8050021817907673 2.0941247176378965 6.2500761663541198 3.3446559589356175 2.9630119577050209 37.864913136698306 3.7229643957689431 6.5026637203991395 3.1667324509471655 6.3823503898456675 4.2187243308871967 61.627437255345285 16.991699688136578 3.6746086813509464 7.3765438850969067 6.0673640035092822 26.989238446578383 260.75227608717978 20.557816625572745 122.29323487821966 5.499451312236487 3.2453310154378414 2.5791019145399332 2.8134308308362961 3.1735037937760353 2.244758740067482 0.75048006186261762 0.72069451864808787 0.71707510435953736
leaf_count=62 31 16 40 54 43 51 55 38 29 31 41 28 75 44 26 36 43 64 48 27 29 52 41 54 335 40 59 30 170 87 826 205 58 129 45 226 2443 283 1038 155 28 86 30 36 27 37 41 44
internal_value=-0.000133127 0.00829111 -0.000856572 -0.000208332 0.00728588 -0.000287835 -0.00739443 -0.0143983 -0.000132017 -0.00020429 -0.00649339 -8.23425e-05 0.00277262 0.00436587 0.0109283 0.0190548 0.000867043 0.0123627 -0.00449856 -0.00858436 0.00436962 -0.0151069 -0.000320674 -0.00820339 -0.00022636 0.00454417 0.000656239 0.00771882 -0.000416234 -0.00271566 -0.00114157 0 -0.0102799 3.81149e-05 -0.000912134 -0.007007 -9.99981e-05 0.00160657 0.000622581 0.00737521 -0.0157346 -0.00684646 0.0150971 -3.47064e-05 0 0.00350254 0 0.00713003
internal_weight=704.873 5.33764 3.69439 699.535 6.36068 693.174 13.8468 8.63338 679.327 675.025 11.7053 663.32 49.0037 45.5814 15.107 10.9953 30.4743 9.97042 20.5039 16.1916 5.13649 11.0551 614.316 6.30767 608.008 21.8881 16.5659 12.8429 586.12 98.7193 88.6761 78.6191 10.057 487.401 301.185 34.3658 266.82 186.215 160.158 26.0573 10.0432 5.82443 5.32223 6.34024 4.62554 2.84474 2.09426 1.37357
internal_count=7516 240 224 7276 97 7179 144 93 7035 7006 72 6934 499 471 164 138 307 108 199 151 72 79 6435 95 6340 226 165 125 6114 1460 1259 1031 228 4654 2843 355 2488 1811 1373 438 201 114 61 66 63 162 125 84
is_linear=0
shrinkage=0.03


Tree=188
num_leaves=63
num_cat=0
split_feature=0 15 42 32 11 14 1 32 26 1 11 49 26 42 4 32 1 26 26 45 1 11 1 26 26 43 40 50 32 14 50 32 50 40 1 42 1 1 42 32 11 31 50 32 26 0 45 32 43 26 4 4 42 11 5 29 1 31 14 1 9 42
split_gain=0.436706 1.59374 2.37192 0.444744 1.05651 1.65236 1.09647 0.737312 2.47561 0.663063 0.537244 0.393698 1.42857 1.53206 1.18816 1.59587 0.744285 0.688676 0.743403 0.603581 0.60292 3.27532 1.79472 1.91054 0.898907 0.995325 1.25344 0.777547 1.6077 0.990966 0.984 0.597671 0.520012 0.505794 1.32051 2.17248 1.67073 1.82779 1.91248 1.28974 1.09898 2.21131 2.79302 1.7251 1.54364 3.05049 2.68314 3.11253 2.96075 1.0831 1.8812 3.41228 1.61502 2.01849 1.83664 1.48562 1.06388 0.980825 1.30397 0.980599 0.768752 0.559899
threshold=51.500000000000007 1.0000000180025095e-35 4.9763905204053005 0.53500000000000014 0.72836123857922808 0.64237451737451756 3.769702276078295 0.32000000000000012 8.5000000000000018 3.6220508338618549 0.87890860664678472 0.32500000000000007 7.5000000000000009 3.3965620836455082 0.39990933816863111 1.0000000180025095e-35 3.6656344265871392 10.500000000000002 9.5000000000000018 1.5000000000000002 3.4792268092965979 0.86640860664678465 3.4948420730940497 9.5000000000000018 12.500000000000002 0.25000000000000006 1.0000000180025095e-35 2.533010400260828 1.0000000180025095e-35 0.67664992826398873 3.3536489182451987 0.16500000000000004 2.9242685963818378 1.0000000180025095e-35 3.5636629030736411 3.5401456763707917 3.6054751276729711 3.5953137652691347 3.5818098220009351 0.15000000000000005 0.93464361590809553 0.23000000000000004 2.7815080780430619 0.25000000000000006 10.500000000000002 49.500000000000007 1.5000000000000002 1.0000000180025095e-35 -0.17499999999999999 10.500000000000002 0.38478395235152002 0.44636015325670503 3.6845066141412262 0.80369124392186542 0.27149877149877155 1.5000000000000002 3.7789382144677948 0.12000000000000002 0.63069358178053847 5.0538212618648695 0.12500000000000003 3.5538288087861587
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 -5 9 -7 11 10 -6 -9 20 -13 -14 15 16 -15 18 -17 -16 21 24 23 -22 25 26 27 29 -29 -1 -30 32 -28 40 35 39 37 38 -36 -35 43 42 -42 44 45 60 48 -48 -46 50 55 -52 54 -54 -51 -38 -43 58 -44 -47 -24 -37
right_child=1 2 -4 4 5 6 -8 8 -10 -11 -12 12 13 14 19 17 -18 -19 -20 -21 22 -23 33 -25 -26 -27 31 28 30 -31 -32 -33 -34 34 36 61 49 -39 -40 -41 41 56 57 -45 46 59 47 -49 -50 52 51 -53 53 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.019671125257094042 -0.029341836534489709 -0.023614863583372191 0.022090929687418027 0.02259393326065166 0 0.00042426957052152782 -0.024538794876146408 -0.0064003083746922273 -0.028306200961318504 0.023265117687069473 0.0089508538508593742 0.010865655130601705 -0.020889756598852616 0 -0.025227152908206648 -0.00072701411261075167 0.020385134056048984 0.00088447079855468499 -0.02151510075437401 -0.0014942006271824605 0.0031257735678993951 0.027873414187952864 -0.0043244390462168604 -0.020476365041835958 -0.011650597273632737 -0.0083932885354057185 -0.0018647157423778713 0.016123092757349942 0.0040531115866236124 0.0016154842419356563 -0.014555837838441483 0.022644664318238313 0.013478868345865022 0.0115276809059671 0.019328793844557542 -0.025821389850459661 -0.0052803378201084312 0.02937825241851149 -0.0055317087372872952 -0.010311821472877005 -0.014583186364228406 -0.025607739973218326 0.018195362572737069 0.016207241925453308 0.0016701943066157717 0.018531766151896216 0.018672121229035946 -0.0047455193240775653 0.013108658824766356 -0.016917194334133148 0.018435484793698685 -0.0016969814460798844 -0.0044155919142713192 0.010899247896759182 0.0048007587852368899 0.0026448510749178178 -0.0047484980132490428 0.020854780845110381 -0.0039609460016765937 0.0018605251762462917 -0.00022104939489420793 -0.0090494900485530005
leaf_weight=3.19597842358053 1.9175724962260563 1.5150424474850299 2.2434861045330763 2.4119360353797665 1.8545399028807859 2.960184458643198 2.3710470609366894 3.4500635536387545 3.4173136739991605 2.6148959752172232 4.1039869636297226 5.1922774929553261 4.8713250923901823 3.1937905400991502 2.5663563469424835 3.8896507509052736 3.9744496941566467 6.9748833738267422 3.3779879175126553 2.4287033211439848 4.3609322458505613 4.2695120498538008 68.820003158412874 7.6472806455567479 4.3822802370414129 6.0176678523421279 2.9250629441812617 6.0678632427006951 5.8615659903734905 3.5440977029502392 3.9178805872797966 3.9081969801336527 3.5572881456464529 5.3905912786722201 4.0914138965308648 4.8254669923335296 45.717558661475778 3.0963288247585288 7.258525344543159 3.9657438416033983 6.6438758969307008 5.0542406216263753 3.2476160805672389 6.7091785660013548 48.603760729543865 8.8224738705903274 5.5131675228476515 44.461198046803474 36.794028506614268 14.101487885229291 13.185525958426298 16.290318457409739 35.994032567366958 9.5650501130148751 4.0264537259936324 38.449990409426391 5.4654183834791183 4.1196815073490134 6.8970469795167446 6.321801768615841 109.91577687719837 5.7825671937316656
leaf_count=34 41 97 113 32 36 72 21 38 156 42 29 48 33 25 34 39 55 80 31 41 38 49 585 67 46 49 32 57 59 33 40 40 36 43 42 38 396 34 61 43 65 27 33 60 434 122 160 430 362 134 150 224 408 89 26 396 35 35 86 90 1215 50
internal_value=-0.000128922 -0.00828016 0.00188918 -5.17389e-05 0.00556296 0.000403662 -0.0100791 -0.000161995 -0.00780832 0.0140887 0.00118168 -2.66014e-05 -0.00305686 -0.00561308 -0.00243349 0.000415076 0.0120216 -0.00509662 -0.0115102 -0.0153444 0.000137914 0.00338127 -0.000114418 -0.0115027 0.000716064 0.00231125 0.00448423 0.000216442 0.00409329 -0.00788957 -0.00294315 0.0130159 0.00580883 0.000115249 -0.00103978 -0.00835204 -0.0002394 0.00945837 0.00309001 0.00162093 0.000797467 -0.00450714 0.00089539 0.00131393 0.000982579 -0.000708354 0.00344606 -0.00197837 0.00668772 -0.00107299 0.000637263 0.00717031 -0.00421114 -0.00103556 -0.0117662 -0.00159109 -0.015621 0.00862159 0.00276661 0.0120785 -0.00183761 -0.0175706
internal_weight=704.115 5.6761 3.75853 698.439 12.2126 9.80067 5.33123 686.227 10.9714 4.46944 7.55405 675.255 36.4694 31.2771 26.4058 21.4108 7.16824 14.2425 7.26764 4.99506 638.786 47.6474 591.139 12.0082 43.3779 38.9956 32.9779 22.5874 15.8473 6.74008 9.77945 10.3905 6.48235 579.13 211.741 19.9644 191.777 14.4463 11.3499 9.35634 367.389 31.4279 20.9082 335.961 329.252 193.88 135.372 49.9744 85.3978 177.33 113.643 29.4758 63.687 45.5591 18.1279 84.1675 10.5197 14.2643 10.1447 15.1443 178.736 10.608
internal_count=7516 251 210 7265 203 171 93 7062 223 78 67 6839 386 338 305 230 80 150 70 75 6453 475 5978 105 426 380 331 223 156 67 99 108 68 5873 2134 174 1960 137 103 86 3739 281 219 3458 3398 2012 1386 590 796 1823 1166 374 657 497 160 792 62 154 119 212 1800 88
is_linear=0
shrinkage=0.03


Tree=189
num_leaves=63
num_cat=0
split_feature=0 15 42 32 11 3 32 26 42 11 12 3 1 27 11 59 31 13 42 12 1 42 12 26 11 1 3 1 42 31 40 5 1 34 42 1 26 5 26 11 30 3 3 31 32 1 3 1 3 58 32 31 26 28 42 1 42 28 1 42 32 5
split_gain=0.421823 1.53817 2.27995 0.423264 1.00652 1.57287 0.70284 2.40654 0.604811 0.507829 0.416673 0.403754 0.718804 0.560275 0.987166 1.71121 2.20053 2.09182 2.69695 2.50811 1.79209 1.75272 3.07758 1.41936 1.35772 1.7772 1.61151 1.32657 1.22965 1.16208 1.45243 1.39365 1.31163 1.12441 2.69685 1.76918 1.07578 0.848235 0.742291 0.720148 0.684116 1.28833 4.09365 1.19174 1.1475 1.77445 1.33435 1.12732 0.937995 0.937236 1.91513 1.74752 2.65177 1.0842 0.806188 0.724 0.712879 0.708292 0.708685 0.939447 0.650653 0.610183
threshold=51.500000000000007 1.0000000180025095e-35 5.0009086044551614 0.53500000000000014 0.72836123857922808 0.51250000000000007 0.32000000000000012 8.5000000000000018 3.5156344265871389 0.87890860664678472 0.4250000000000001 0.61250000000000016 3.7222509892493991 1.0000000180025095e-35 0.75611338215075197 1.0000000180025095e-35 0.28500000000000009 1.0000000180025095e-35 4.9132149814872665 0.27500000000000013 3.7442656022803047 3.4937425525307249 0.4250000000000001 10.500000000000002 0.71801725825488583 4.6250269199402787 0.17573529411764707 3.5565212271721318 3.821439344671016 0.2950000000000001 1.0000000180025095e-35 0.042572463768115944 4.4370527171589424 1.0000000180025095e-35 3.6638973579944181 3.6101524028652983 12.500000000000002 0.025657894736842109 10.500000000000002 0.92654282814430633 1.0000000180025095e-35 0.15606708256315469 0.2022727272727273 0.28500000000000009 0.15000000000000005 3.6195884966423413 0.46250000000000008 3.5401456763707917 0.51250000000000007 1.0000000180025095e-35 0.18500000000000003 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 3.7666825895759684 3.6355547771300549 3.567678236601139 1.0000000180025095e-35 3.6556752830605155 3.5626147400848116 1.0000000180025095e-35 0.31698564593301443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 8 11 9 -6 -8 -10 13 -13 40 24 17 20 19 -19 -16 21 -17 27 -20 25 26 29 -23 -28 31 -31 -15 -33 35 -35 -18 37 60 -24 -21 41 61 -43 44 45 -44 47 -46 -48 -42 51 52 53 54 -51 -52 -54 58 59 -53 -26 -1
right_child=1 2 -4 4 5 -7 7 -9 10 -11 -12 12 -14 14 15 16 33 18 23 39 -22 22 38 -25 36 -27 28 -29 -30 30 -32 32 -34 34 -36 -37 -38 -39 -40 -41 49 42 43 -45 46 -47 48 -49 -50 50 55 57 56 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.011564970042072156 -0.029116890746375943 -0.018485864380943028 0.025951416774302776 0.022131196521954676 -0.017837643564174867 0.024276009169986752 -0.0062252374235892112 -0.028185035861750238 0.006941655931708049 0.0086994899242268196 -0.0087945654276727347 0.0018135574654443601 -0.015340413768141242 -0.0147771781139442 0 -0.015993710373690833 0.030514776917688707 -0.024972100656857191 0.025174342420242989 0.024706056056366617 -0.022428421833078551 0.001780685163698745 -0.012160356438111244 0 0.010195232225500369 0.024165911798030126 0.023795494106000552 0.025124644961670738 0.00051315697410623639 -0.00024658023745613027 -0.029559636872122364 0.018502173474323869 -0.0014205193956020891 -0.011387282181061701 0.017776972675388327 0.0039116144524127218 0.0053295204548347132 -0.016605295716425703 0.00027781576732672424 0.0071418629919289657 -0.00023644194965291156 -0.021225945291613823 0.0019799048895032868 -0.0064488848448022587 0.0082052892820135472 0.027557203503736728 0.02480617027716173 -0.011156487619016844 0.00015925628646727528 -0.0096927860711247867 0.013333689843206575 0 -0.0091818645708499867 0.0093890014985555399 0.0081322093093384347 -0.00066383430199477736 -0.029491182539251738 -0.0071080796023343879 -0.0030997455021349045 0.020389878726184071 -0.0084067363675206785 -0.00080622502451447686
leaf_weight=15.496475269086661 1.8765817193780083 1.900878226850182 1.7997914161533115 2.3929677400737992 2.1375835034996253 1.8662028685212133 3.4463577186688763 3.3312062383629382 3.3492422271519899 4.1017047762870789 2.4372914917767048 3.3774237167090169 4.0395134491845965 3.9543163096532288 7.1015421114861992 5.9254371840506819 3.9347944818437099 3.0044835023581973 2.5065582199022156 11.749544151127337 4.1238340958952895 4.7651956398040074 8.5810524970293027 6.523502723313868 2.1338857896626058 2.8086028713732949 3.5738345198333246 5.1819402799010277 5.692200162447989 3.7569450694136313 2.9718479570001364 4.2162990644574148 7.6112043876200914 6.4026327580213547 4.7866661250591278 6.4861189946532249 4.0360110793262711 9.795715155079959 6.7088606581091872 4.1001363620162001 390.46010209619999 6.8748208303004494 5.8951163627207297 7.4273775005713096 3.6365633411332983 4.8319171201437712 2.8382155047729603 7.60089654289186 3.5121232336387038 18.63167601637543 6.4363851696252805 4.590992387384178 3.6292927432805282 3.5940798521041861 2.0766686182469121 5.1137363240122795 6.7531591923907399 7.3846651017665854 5.7467259578406802 3.8419841378927231 5.0455833785235882 3.4822928532958022
leaf_count=185 41 110 100 32 36 36 38 156 52 29 47 31 30 49 73 49 41 28 51 111 29 37 59 63 58 25 48 45 68 40 27 43 79 47 35 47 37 68 45 42 3829 81 51 61 41 51 41 79 45 255 54 35 114 24 32 41 228 49 40 30 46 22
internal_value=-0.000125173 -0.00820507 0.00181017 -4.96664e-05 0.00543405 0.000390975 -0.000157414 -0.00765429 -0.00495478 0.00112585 0 -2.54171e-05 -0.00689884 4.40318e-05 0.00168281 0.00360768 0.00028096 0.00881497 -0.000854205 0.0141078 -0.00421982 -0.00149124 0.00177691 0.00688748 -0.00139235 0.00212795 0 0.0147885 0.0104398 -0.00429351 -0.0145385 0 0.00537228 0.00787648 0.000655158 0.014907 -0.00743521 -0.0108462 -0.0063823 0.0206819 -0.000409807 0.00253 -0.000238628 0.00372688 0.00663306 0.0143436 0.00148457 -0.0043323 0.012512 -0.000818972 -0.00407499 -0.00641385 -0.0105665 -0.00475032 -0.00755761 0.00671994 -0.0232665 2.5472e-05 0.00420501 0.0098344 -0.00193831 0.00899748
internal_weight=703.391 5.57725 3.70067 697.814 12.1833 9.79032 685.63 10.8793 7.92412 7.54806 5.78653 674.751 7.41694 667.334 147.479 91.8823 56.8965 34.9858 12.0345 22.9512 35.2863 31.1625 25.237 9.03006 55.5964 34.5853 31.7766 9.94714 9.26603 22.5106 6.72879 15.7818 11.8275 21.6102 11.1893 10.4209 21.0112 16.9752 15.2899 15.8497 519.855 61.5958 42.617 35.7422 28.3148 10.727 17.5878 11.2375 6.35034 458.259 67.7994 56.2492 34.6849 24.3024 20.7083 11.5501 10.3825 21.5644 14.1797 8.43298 7.17947 18.9788
internal_count=7516 251 210 7265 203 171 7062 223 135 67 99 6839 61 6778 1390 802 434 368 142 226 264 235 186 114 588 379 354 82 116 238 67 171 122 170 82 88 209 172 104 153 5388 657 450 369 308 102 206 120 86 4731 902 807 653 311 287 95 342 154 105 65 104 207
is_linear=0
shrinkage=0.03


Tree=190
num_leaves=63
num_cat=0
split_feature=14 0 42 43 11 26 21 21 21 31 50 31 11 11 26 56 30 31 42 11 14 11 31 11 14 43 21 11 50 32 14 27 14 50 12 0 11 14 14 48 50 12 14 14 42 14 29 11 14 43 11 11 14 50 31 42 31 11 42 42 11 42
split_gain=0.416575 1.46651 1.23958 0.391536 2.83005 1.46948 0.47014 3.2067 2.9733 1.66199 1.58498 1.3454 3.17459 2.90701 3.60733 2.23767 1.17307 1.15317 1.41815 1.05946 1.84196 1.57876 1.10508 1.88077 1.04754 1.92142 1.35672 1.08664 0.959381 1.49057 1.92472 1.33986 1.29058 2.0717 1.01765 0.973763 1.54862 0.966262 1.60156 1.28736 1.32481 2.45158 1.27163 2.3087 1.06455 1.02457 0.949935 0.898017 0.887781 0.852243 0.762039 0.732979 0.740494 0.734429 1.35502 0.682644 0.836005 0.645602 0.544166 0.814516 0.540819 0.695223
threshold=0.55694444444444458 1172.0000000000002 5.0250247642442778 0.52500000000000013 0.89945260050547038 7.5000000000000009 0.38265576611255103 0.38106299493423201 0.38628694180571743 0.35000000000000003 3.2806961417784364 0.28500000000000009 0.93134835368155466 0.92621266446073558 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.35000000000000003 3.4467622390330521 0.93349589109791131 0.61070261437908513 0.92571857531101476 0.16000000000000003 0.93606640057007617 0.65604707792207806 -0.22499999999999998 0.50434748478142089 0.92591708652102567 3.3973861251426389 0.16500000000000004 0.60676291793313075 1.0000000180025095e-35 0.6503424657534248 3.924621069591844 0.4250000000000001 37.500000000000007 0.74850946649616978 0.753907203907204 0.74443344878772899 1.5000000000000002 1.9276964374892214 0.12500000000000003 0.66899038461538474 0.68703358208955234 3.5223737282238914 0.6761982570806101 1.0000000180025095e-35 0.71154260306773509 0.60676291793313075 0.32500000000000001 0.76056169225004921 0.94140860664678472 0.67664992826398873 3.7827539512008141 0.12000000000000002 3.6467622390330523 0.16000000000000003 0.92348603599663381 3.9303249852141158 4.431706508225683 0.71756981113521967 3.5850566989258441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 17 -8 10 11 15 13 14 -13 16 -10 28 -19 20 -18 -22 23 -21 25 -12 51 -27 37 34 -31 32 -32 -34 35 58 -37 38 39 40 41 -2 44 -44 -42 -43 -39 -40 -29 -36 -33 52 -26 54 -54 56 -38 -17 -30 -60 -20 -62
right_child=3 2 -4 4 -6 -7 8 -9 9 -11 24 12 -14 -15 -16 57 19 18 60 22 21 -23 -24 -25 26 27 -28 48 29 30 31 50 33 -35 49 36 55 46 47 -41 42 45 43 -45 -46 -47 -48 -49 -50 -51 -52 -53 53 -55 -56 -57 -58 -59 59 -61 61 -63
leaf_value=0.021892324194627132 -0.028404959489262239 -0.023711380195018901 0.018433864754504314 0.034218694407672695 -0.015005699413000863 0.0045042027550966984 0.022068966662609057 -0.026402748761372174 0.0091017816814448586 -0.016965800932750814 0.023174502835996574 0.031109412671638585 0.019339939530431411 -0.02314036037185337 -0.016346945407404223 0 -0.024028542897470015 0.024158851290581158 -0.0093752978777817374 -0.026424071042072061 -0.0044879421793969842 0.0097747593643472217 -0.020716381386983392 -0.0012575484399777667 0.014228072042825193 0.016832269132616925 0.015599613882522768 -0.013399601300216449 0.0018634334154003541 0.013794941479948367 -0.021484377551554128 -0.0097073597519019283 -0.020008106060782335 0.011882983444708849 -0.014075283829250903 0.024411149128899551 -0.0014343873463717881 0.00021542656131043222 0.029600053115951441 -0.010961752017632389 0.0029549860525558726 -0.00023187285227271545 0.0095804692431378669 0.00047189836898239531 -0.0016864151987624118 -0.012164882228571844 -0.013754601015773499 0.0038335537237969885 0.004003872551751303 0.001054398034211418 0.011207995490283042 -0.012331993575174947 -0.018120524506873553 0.0083571947891682014 0.0025926252132034712 -0.005308609930879617 0.012012682761081453 0.017085605827376255 -0.025309570620286999 -0.0009181808148994282 -0.0026856766855588351 0.01528174559186771
leaf_weight=2.9729738566093138 3.4190091080963603 1.5453451683279129 0.66099685011431564 2.5610777297988516 3.6045249253511429 4.7216869592666626 5.6839682525023809 4.1512033585458985 4.4247332578524938 4.6362554468214503 6.7008863966912058 2.8865543720312434 8.3585805706679803 4.417973667383194 2.3622361086308956 3.4101673355326039 3.1448767594993106 3.4952211678028098 2.4703668719157559 3.2286896519362989 25.767906478606164 9.2907971697859448 7.6077790912240735 15.048377303406594 2.7982641914859512 4.3817162672057774 4.400633522309362 3.1989118643105021 3.8242810536175948 2.5214279312640455 12.652915284968918 2.984830427914857 3.5036879209801546 3.2514895293861628 7.6050417879596335 3.1601922865957048 6.6065366603434112 6.8092140881344649 2.2942396942526093 9.4676062539219838 58.703428340144455 38.310242299921811 36.305932696908712 84.797349446453154 176.71608019992709 7.8870332995429626 8.9777674097567797 3.8226217487826943 11.572865527123211 4.6276443600654602 2.8705469034612179 4.853294954635202 4.7587844617664796 3.7433781921863547 5.6100205788388848 6.8084239019080988 8.43568506836891 5.3488702364265919 2.1794555652886629 3.7637689327821136 2.9963673874735832 3.5182451140135527
leaf_count=105 32 103 32 42 24 64 60 42 56 37 63 55 65 26 21 51 20 28 33 32 313 100 48 163 40 54 51 26 34 28 137 29 43 50 64 40 64 66 27 57 547 398 395 850 1907 91 100 37 127 39 32 50 55 40 62 68 70 69 36 46 21 51
internal_value=-0.000120957 0.00817032 -0.00810901 -0.000193452 0.00537184 0.0163908 -0.000291979 -0.000727463 0.00113031 0.000279664 0.000885343 -0.00136453 0.00585981 -0.00534374 0.00883428 -0.00313798 -0.00502925 -0.000502955 0.00839685 -0.00612348 -0.00271185 -0.000504052 -0.0108693 -0.0062659 0.00511141 0.00938953 0.000617251 0.00406716 -0.00073466 -0.00387384 -0.00936885 -0.0120065 -0.0157704 -0.00389491 -0.000473103 0.0020136 0.00526741 -0.00018276 7.75744e-05 -0.000135929 0.00010694 -0.00445848 0.00076126 0.00326334 -0.00050206 -0.00244211 -0.00742645 0.0150788 0 -0.00794421 0 -0.00225347 0.000398735 -0.00208473 -0.00650902 0.00203031 0.00577177 0.0107679 -0.00565472 -0.0113723 0.00121953 0.00629029
internal_weight=702.641 5.17932 2.20634 697.462 10.8873 7.28276 686.574 528.938 157.637 151.953 147.316 95.2975 18.0253 9.66676 5.24879 77.2722 68.5132 524.787 12.4802 64.0884 38.2036 35.0587 25.8848 18.2771 52.0188 25.8544 26.1644 19.1535 512.306 74.7959 27.7849 25.2635 19.4081 6.75518 47.011 34.7783 25.0108 437.511 421.724 415.607 406.139 49.6163 356.523 121.103 235.42 46.1973 15.787 6.11686 14.7718 12.2327 5.85538 21.7637 16.9104 14.1122 10.3688 21.8506 15.0422 8.75904 9.76751 5.94322 8.98498 6.51461
internal_count=7516 240 135 7276 130 106 7146 5462 1684 1624 1587 1019 167 102 76 852 732 5420 133 676 433 413 243 195 568 270 298 207 5287 780 319 291 230 93 461 358 242 4507 4341 4277 4220 521 3699 1245 2454 489 166 64 153 103 61 247 197 157 117 202 134 120 116 82 105 72
is_linear=0
shrinkage=0.03


Tree=191
num_leaves=63
num_cat=0
split_feature=0 15 45 14 26 34 4 0 4 48 14 9 26 50 12 1 50 4 5 5 1 5 4 36 47 5 26 26 26 28 50 21 21 50 26 26 26 1 14 14 1 31 50 12 14 37 14 21 50 1 1 14 26 4 34 1 43 12 5 34 47 26
split_gain=0.416487 1.47155 0.949927 0.795932 0.401748 1.28201 3.69282 2.63086 1.86351 1.15791 1.92227 1.53758 1.86152 1.69372 1.56168 1.3394 1.08185 1.84704 1.09332 1.23801 2.76176 1.54701 1.25952 1.08063 1.85404 1.45952 1.14203 2.16813 1.50563 1.86255 2.39555 1.07026 2.6162 1.88374 1.38716 1.27446 2.73544 5.16307 1.1367 1.06819 1.91608 2.20951 1.04854 0.997297 2.79167 1.59389 1.35446 1.37763 1.65158 1.56 0.985725 0.983522 2.10189 1.44818 1.82691 2.1785 1.28059 1.55341 1.10941 0.973924 0.951784 0.946683
threshold=51.500000000000007 1.0000000180025095e-35 0.97500000000000009 0.50977198761457165 8.5000000000000018 1.0000000180025095e-35 0.52142857142857157 49.500000000000007 0.44949869224062777 1.0000000180025095e-35 0.68120471014492767 0.12500000000000003 5.5000000000000009 2.7815080780430619 0.4250000000000001 3.6712391892834719 1.7585441243211084 0.41172122951176043 0.38083164300202843 0.22653958944281527 4.4377836390644063 0.3133928571428572 0.27475490196078439 1.0000000180025095e-35 4.5000000000000009 0.046693482230278659 12.500000000000002 11.500000000000002 9.5000000000000018 1.0000000180025095e-35 3.3973861251426389 0.32265688263456704 0.3181400228784238 3.5178448824637267 10.500000000000002 11.500000000000002 10.500000000000002 3.5839835643916453 0.73795005807200942 0.66565040650406515 3.7467622390330519 0.31000000000000011 2.8153069638604364 0.12500000000000003 0.61416040100250646 1.0000000180025095e-35 0.61811868686868698 0.38265576611255103 2.7040907083446837 3.526441577715048 4.8353876939440843 0.62981481481481494 9.5000000000000018 0.47140522875816998 1.0000000180025095e-35 3.4334948141752979 0.074999999999999997 0.22500000000000006 0.075577969174977347 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 8 43 11 -11 13 42 -7 -14 -16 17 -6 19 23 -21 59 -23 31 26 -26 27 28 -25 30 -30 32 51 35 -35 36 38 -38 60 40 41 -37 -13 44 -1 46 47 49 -49 -45 61 53 -53 54 55 -18 58 -58 -54 -22 -33 -48
right_child=1 2 -4 -5 16 9 -8 -9 -10 10 -12 12 14 -15 15 -17 18 -19 -20 20 21 22 -24 24 25 -27 -28 -29 29 -31 -32 33 -34 34 -36 39 37 -39 -40 -41 -42 -43 -44 45 -46 -47 50 48 -50 -51 -52 52 56 -55 -56 -57 57 -59 -60 -61 -62 -63
leaf_value=0.0105627130628854 -0.028871542031000428 -0.022699500198680188 0.022742784305693532 0.0075438047190639528 -0.0023151279604033117 -0.016798958253067871 0.028166418610484585 0.021384725713652606 -0.016479653827341754 -0.021244484054552374 0 0.030616274193252999 -0.0022550619552805786 -4.6501807904026672e-05 -0.0014471424156108736 0.02079420474647212 -0.009801373050691951 -0.023501879862088584 -0.010994623982188872 0.025130536265628087 6.1596717296202955e-05 0.0035797770533168636 -0.015561992594101277 0.00044145945247312337 0 0.022856520212029004 -0.020356202119761718 0.0042708864596228907 -0.03312004023950909 0.00031955763903727708 -0.0081757466376928944 -0.00024280989972156445 -0.024096146160859845 0.0018717094944099232 0.026934851444700005 0 0.047772385527920749 0.0060568628041994289 0.0135512182067653 -0.0080534430792059634 -0.011619529172557137 0.031359747505204941 0.0022462786551116854 0.013788035692193043 -0.018573781650949014 -0.0012940849445547845 0.0022464109941444615 -0.0032516215935527006 0.024064402172816333 -0.0088247679448024887 -0.0055414488817993185 -0.012481590754494813 -0.0016844246159631344 -0.012544605188279417 0.00050851990742279969 0.019831216915962405 0.017865488388408016 0.0010691685058833798 -0.018377403428078747 0.015688131576682921 -0.012630304358654233 0.013690343391434663
leaf_weight=4.5814295336604101 1.8355301197152574 1.3322375747375192 1.1944016413763168 1.0531401922926305 20.366553454659883 8.706699378788473 4.79314355039969 5.7204186683520666 5.1005911706015459 6.5953373443335286 8.9349568337202054 2.9882898814976206 34.046094999648631 15.811115741729735 3.4185864701867086 5.4463062761351466 2.3645637575536957 4.604968460276722 8.0845436453819257 5.2806607857346526 8.5413517653942126 5.0110516250133497 6.3130264729261398 7.8986718235537436 22.469886302948002 2.6565625043585888 5.4422565959393969 13.436112030409275 6.6096300818026092 5.1823060344904652 9.1860302099958044 51.446382629685104 4.1846584426239124 4.4434083234518749 4.5422159684821963 4.541720122098921 2.8344949651509515 29.290440276265144 4.5130004901438943 20.012496583163738 4.5004197526723146 3.0360965877771378 2.7007076796144247 3.0360117107629838 7.0093979053199291 52.347698768600821 10.598444288596509 3.1819844506680957 3.8534637875854969 14.335758513770996 3.1464481158182016 14.866575663909314 86.473368458449841 4.4133147429674855 29.611761102452874 10.947675156407056 6.0833479799330226 28.261745049618185 3.6563948690891257 7.1778043061494818 6.2278804685920468 25.792055998928845
leaf_count=42 41 92 92 26 217 69 118 109 49 42 64 41 402 141 25 59 25 60 47 40 55 32 36 83 275 38 153 135 108 40 111 539 30 47 45 49 31 284 59 179 35 27 30 28 55 460 97 26 42 119 30 166 991 43 273 186 80 292 21 52 65 268
internal_value=-0.000116658 -0.00826026 0.00168925 -0.00747573 -4.23927e-05 0.00096679 0.00273448 0.00177315 0.00085364 -0.0018268 -0.00921888 -0.00015401 0.00284992 -0.00632612 0.000532272 0.0117126 -0.000559851 -0.00661621 -0.000199277 0 0.00563626 0.00145288 -0.00665574 -0.000450396 -0.00375346 0.00265675 -0.00724835 -0.00533345 -0.0100073 -0.0141918 -0.0192723 0.000270945 -0.00115493 0.00232405 0.0155049 0.00131666 0.0031078 0.010196 -0.000478614 -0.0037482 0.0029115 0.0123897 0.0187009 0.00161647 -0.0065645 0.00249325 0.00568165 0 0.0111323 -0.00441939 0.00909868 -0.000583326 -0.00187926 0.00309701 0.00489508 0.0140566 -0.000546861 0.0043041 -0.00246724 0.00768146 -0.00172316 0.0105519
internal_weight=702.074 5.41531 3.57978 2.38538 696.658 232.145 143.497 138.704 132.983 88.6481 15.5303 73.1178 48.6 24.5178 42.911 8.86489 464.513 24.9715 439.542 431.457 32.3239 27.0432 11.3241 399.133 72.8815 25.1264 47.755 42.3128 28.8766 20.978 15.7957 326.252 190.863 135.389 8.98562 126.403 94.3122 32.1249 62.1873 32.0907 12.0782 7.57782 5.689 127.883 11.5908 116.292 63.9442 24.4072 7.03545 17.3718 39.5369 186.679 139.341 47.3373 42.924 13.3122 124.475 34.3451 90.1298 15.7192 57.6743 36.3905
internal_count=7516 251 210 118 7265 2316 1443 1325 1216 873 106 767 557 210 486 84 4949 277 4672 4625 215 175 68 4410 943 313 630 477 342 259 219 3467 2107 1360 92 1268 978 315 663 290 111 76 71 1167 97 1070 610 215 68 147 395 2077 1550 527 484 211 1384 372 1012 107 604 365
is_linear=0
shrinkage=0.03


Tree=192
num_leaves=44
num_cat=0
split_feature=0 15 42 32 11 14 1 32 26 1 21 3 1 11 50 11 31 49 0 14 4 14 3 42 0 42 0 50 4 4 11 11 50 4 4 4 42 14 50 50 42 50 42
split_gain=0.397892 1.4257 2.13355 0.404886 0.966843 1.51349 1.04632 0.663954 2.31155 0.598687 0.580589 0.380576 0.680758 0.453114 1.30563 0.69899 0.535972 2.19352 2.03292 2.05525 1.32567 1.29306 1.57287 1.15954 0.786711 3.95982 1.84049 2.07867 1.71336 2.14672 1.55362 2.09042 1.24382 0.740883 0.730358 0.788085 0.71078 1.22933 0.645115 0.639264 0.28032 0.19674 0.092855
threshold=51.500000000000007 1.0000000180025095e-35 4.9763905204053005 0.53500000000000014 0.72836123857922808 0.64237451737451756 3.769702276078295 0.32000000000000012 8.5000000000000018 3.6712391892834719 0.30755568841877889 0.61250000000000016 3.7222509892493991 0.95657970968513883 3.0678793895128593 0.95300081272349313 0.31000000000000011 0.12000000000000002 25.500000000000004 0.63822788353863402 0.29520697167755999 0.66115363586659381 0.46250000000000008 3.584472279689018 24.500000000000004 4.1231023388601686 27.500000000000004 3.2806961417784364 0.27149877149877155 0.40899370090986864 0.66692775118394609 0.66019772732658288 3.315707808323157 0.31698564593301443 0.52142857142857157 0.44228301638481288 3.7467622390330519 0.62847490347490365 2.8153069638604364 3.1307312134163801 4.2907886899843515 3.0678793895128593 5.0315115408785305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 -5 9 41 11 10 -6 -9 13 -13 15 -15 16 24 18 33 36 -19 23 -23 -21 25 28 27 -26 -1 -30 31 38 -31 -18 35 -32 -20 -38 -28 -36 -27 -7 -4
right_child=1 2 42 4 5 6 -8 8 -10 -11 -12 12 -14 14 -16 -17 17 20 19 21 -22 22 -24 -25 26 40 30 -29 29 32 34 -33 -34 -35 39 -37 37 -39 -40 -41 -42 -43 -44
leaf_value=-0.017117037438779667 -0.028648627180847666 -0.023147302357538119 0 0.021775127521880207 0.00049020209980055293 -0.0048651746918955329 -0.023947759952337194 -0.0071712307156492107 -0.028035339465616146 0.024883446022935178 0.008908808313685403 0.0017217931058244251 -0.014950136056903242 0.02019731580595804 -0.00389563221133013 -0.012710456585811769 0.0029192660509733295 0.027609866308654207 0.014312441171388137 -0.026506010679766934 0 0.0045065079986366984 -0.016432653575460657 -0.0042528974902958294 0.024337775750578459 -0.013582458729041909 0.013069096801705513 -0.00057997992455483492 0.020967968605630573 -0.004746469835038453 0.00030129505092823627 -0.02535312262257124 0.0053521817419320827 0.035608447706728025 0.016918239708509857 -0.0044896139482791904 0.015418734861882848 -0.013256099592196501 -0.0080312362827110236 0 -0.03217270523428474 0.008979980568440047 0.025820133027536642
leaf_weight=4.9247444402426472 1.7964663261082012 1.4153519892133775 0.5893710516393188 2.3721639420837155 2.4414711575955135 1.4279417023062708 2.3388790637254715 3.3267488023266178 3.21517688408494 2.0394423678517342 4.2006460288539529 3.3815549165010443 4.0199941331520677 3.5419646222144356 3.5966733675450087 3.6893084086477748 1.6684064045548432 4.5571325533092013 7.0126437544822675 4.368208587169649 2.6592051135376096 11.654255568049846 4.1878922358155242 5.5473072351887822 5.7706854566931707 3.5715024387463918 2.3052009139209968 5.1546007320284843 4.2613142486661664 28.248869614675641 483.93729482404888 4.8792858719825745 17.421847128309309 1.675789696164429 4.1379039781168094 32.80783573910594 2.2442551162093878 2.7893969314172864 2.3078851522877812 3.202530144713819 3.4916039165109396 1.5279350541532037 1.5230104802176354
leaf_count=32 41 97 16 32 47 42 21 31 156 31 36 31 30 37 36 35 11 46 58 26 42 124 24 58 43 47 28 32 34 401 4747 52 224 50 44 362 41 31 36 31 46 30 97
internal_value=-0.000112873 -0.00813849 0.00167323 -4.05312e-05 0.00533091 0.000382534 -0.00968266 -0.000146265 -0.00747834 0.0134632 0.00102407 -1.81324e-05 -0.006699 4.91363e-05 0.00746558 -2.43996e-05 4.1777e-05 0.00308174 0.000225581 -0.00165564 0.0181135 -0.00655726 -0.000790631 -0.0149797 -0.000191716 -0.00339484 0.000162635 0.0122431 -0.00052477 0.00105378 -7.79723e-05 -0.0119864 -0.000756831 0.0220779 0.000130762 0 0.00827108 0 0.00137112 0.0094001 -0.0242314 0.000505914 0.021462
internal_weight=701.232 5.3242 3.52773 695.907 12.1478 9.77567 5.29476 683.76 10.7426 4.48091 7.52739 673.017 7.40155 665.616 7.13864 658.477 654.788 48.3645 41.1482 37.804 7.21634 25.7577 15.8421 9.91552 606.423 61.9199 544.503 10.9253 54.8568 49.932 533.578 9.49237 45.6707 3.3442 524.086 516.745 12.0463 5.03365 4.61309 7.34043 7.06311 2.95588 2.11238
internal_count=7516 251 210 7265 203 171 93 7062 223 78 67 6839 61 6778 73 6705 6670 511 423 362 88 232 148 84 6159 784 5375 75 691 659 5300 116 625 61 5184 5109 130 72 64 75 93 72 113
is_linear=0
shrinkage=0.03


Tree=193
num_leaves=63
num_cat=0
split_feature=14 9 42 14 21 14 3 21 3 1 17 1 49 3 3 47 9 42 42 47 50 48 50 14 14 1 1 1 9 14 41 3 41 58 26 1 42 32 1 42 4 3 1 1 1 26 21 21 3 50 27 3 21 3 31 21 3 32 50 26 42 1
split_gain=0.400576 1.70741 2.54266 0.395554 0.842105 0.738875 1.18979 1.28616 0.371005 3.41114 1.99169 1.59433 1.57497 1.42306 2.43824 1.92976 1.57634 2.14654 1.81414 2.27165 1.59672 1.55177 1.02052 0.9803 3.22831 2.63951 1.72419 1.07642 0.933122 0.907677 1.47591 1.46616 0.889639 1.70707 1.90659 2.11018 2.13437 1.83998 2.19417 1.65422 2.561 1.4384 1.19042 1.67982 1.18293 1.23472 1.15846 0.978539 1.43659 1.61336 1.50331 1.43581 1.38009 1.64965 1.58222 1.20038 1.18348 0.911394 1.45733 0.856778 0.84405 0.83111
threshold=0.55694444444444458 0.27500000000000008 4.9763905204053005 0.79135572139303489 0.41096404744368098 0.76154939587775416 0.14267985856113155 0.44199178219582225 0.079473684210526321 4.8218426205347829 1.5000000000000002 4.7037836835244127 0.2950000000000001 0.1012820512820513 0.11651583710407241 3.5000000000000004 0.22500000000000003 4.213547706315782 4.7543593746311776 4.5000000000000009 2.7815080780430619 1.0000000180025095e-35 2.9242685963818378 0.69416099773242645 0.65655637254901966 4.4377836390644063 4.5845731102501741 4.3539840504870346 0.17500000000000002 0.60826939471440766 1.0000000180025095e-35 0.074537037037037054 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 3.5228967779734712 3.4844894294556341 0.18500000000000003 3.5565212271721318 3.6845066141412262 0.25245098039215691 0.15606708256315469 3.4467622390330521 3.526441577715048 3.5368030955064285 9.5000000000000018 0.50434748478142089 0.41866307262800395 0.58750000000000002 3.3973861251426389 1.0000000180025095e-35 0.22048611111111113 0.43664957611911392 0.58750000000000002 0.23000000000000004 0.45309916640504733 0.48750000000000004 0.53500000000000014 2.7040907083446837 7.5000000000000009 3.6136629030736409 3.7294612642173752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 8 -7 -8 9 10 -2 12 23 15 21 59 28 -18 19 20 -19 -15 -20 24 26 -26 -12 -25 -17 -11 31 -31 46 34 35 36 -34 38 -37 42 61 -42 -36 -44 45 -35 47 48 49 51 -51 -16 54 55 56 -54 -49 58 -46 -10 -13 -41
right_child=3 2 -4 4 -6 6 7 -9 13 29 11 60 -14 14 32 16 17 18 22 -21 -22 -23 -24 27 25 -27 -28 -29 -30 30 -32 -33 33 44 39 37 -38 -39 -40 40 41 -43 43 -45 57 -47 -48 52 -50 50 -52 -53 53 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.040033820026450048 0.018337388387511307 -0.024490919430403345 0.02089451893701709 0 0.021635457730828294 0.0032323611314885804 -0.022399355429976592 2.0427022668458469e-05 0.0017188041137616687 0 0.0024718347728703688 0 -0.021557393107991808 -0.021389401366410547 0.0053515139990838959 0.003615547477556933 0.026788455332157554 0.002971480554289883 0.0018897363153939878 0.019303511888742211 -0.018879990839750421 0 0.025389389043076249 0.0025082886020014799 0 0.038325871243615188 -0.022770413306731369 -0.018145195211525314 -0.01316734691019514 0.0050506843851949356 -0.031227407687574163 -0.018287643107550315 0.0016737666807582355 0.010363538556459013 0.0048462727087600979 -0.016702921583515263 0.025960481929491155 0.015221503051020095 0.00034232362558325816 0 0.0025559957076289057 -0.011454037250299927 -0.026488256219052549 -0.0075501064295671284 0 -0.017548189510527411 0.014869703745779958 -0.017203228788287422 0.015476841700245179 -0.0060482227426079879 0.0051700950694463423 0.00037740026489936152 0.010133423054346554 -0.018526769837954184 -0.027434805050015155 -0.0029350326122194819 0.0020964008574492843 0.0050306311501160765 -0.022432346137953068 0.025372800818403884 0.021111359084770714 0.017150587806128558
leaf_weight=0.97491025924682517 5.6870233267545691 1.9440442321356384 2.095995107665658 4.2033718363381913 2.1297486303374171 5.1933648390695444 5.5302037969231588 2.9769583996385336 2.6399905728176227 2.9220473729074028 5.4892004849389249 3.3422600254416457 3.7213344890624276 7.7607332095503789 80.495088035240769 4.0193896815180761 3.7811645753681686 4.3877849308773893 4.1046686312183729 2.715263823978602 6.9664889378473163 4.0636406727135181 3.6110015176236629 3.2569391550496203 3.0121726533398023 3.1825038678944111 3.6923747304826975 4.8167574144899845 7.4393510697409511 3.4823349462822062 4.5594793977215877 5.6102355299517512 8.2786072101443988 4.2961515244096544 3.9180334769189349 7.0926432330161324 5.9180339351296416 6.6504253009334198 92.61821902403608 4.0073859291151148 10.487284655682744 15.061075592413543 5.6297630127519396 23.317152382805943 4.0183736030012343 1.8513169195502994 5.1164450803771606 4.0351038854569179 6.1548511162400237 45.825907127000391 13.302614460699258 156.56530782021582 11.883080128114676 3.3565540788695207 3.7509706458076826 12.113729217089711 7.4296642662957311 1.4864086769521243 9.9842011095024628 5.3421743353828788 3.8033940028399229 7.5361133124679327
leaf_count=8 56 118 114 54 43 51 55 38 24 31 60 21 31 69 914 30 43 61 48 34 87 28 55 32 33 44 35 47 72 35 41 62 67 47 37 47 49 73 858 32 112 164 44 185 91 68 67 43 61 496 153 1539 126 26 21 133 75 35 205 66 45 77
internal_value=-0.00010965 0.00814969 0 -0.000180142 0.00713559 -0.00025811 -0.00711158 -0.0140445 -0.000108184 -0.00243331 0.00218918 -0.000403826 -0.00389804 9.5361e-05 -0.000298266 0.00522735 0.00211719 0.00637059 0.00234238 -0.00374195 -0.0100111 -0.0136655 0.0140094 -0.00068333 0.00347955 0.0201365 -0.00730882 -0.00922913 -0.00680473 -0.0138411 -0.0170576 -0.00878736 -1.68369e-06 -0.00154436 -0.00059939 0.00165006 0.0124347 0.000133624 -0.000841096 -0.00455508 -4.15582e-05 -0.00549488 -0.00943658 -0.0115956 -0.0095086 0.000724563 0.000916541 0.000683677 0.0012983 0.000973177 -0.0034143 0.00209476 -0.003527 0.000305237 -0.01072 0.00331869 -0.00436036 -0.01391 -0.0163855 0.0185161 0.0118105 0.011405
internal_weight=700.639 5.01495 4.04004 695.624 6.33312 689.291 13.7005 8.50716 675.59 56.5781 40.004 34.3169 27.1713 619.012 574.005 45.0073 37.0251 25.5664 21.7852 14.0695 11.3543 11.8244 7.71567 23.4499 15.3763 6.19468 9.18158 8.0737 11.4587 16.5741 13.652 9.09257 562.181 212.151 190.515 120.558 14.1966 106.361 99.7109 69.9568 37.0919 25.5484 32.8649 28.9469 21.6365 6.14747 350.029 344.913 302.344 296.189 59.1285 237.06 42.5691 27.3534 15.2157 23.9968 11.4648 15.489 14.0026 7.98216 7.14565 11.5435
internal_count=7516 240 232 7276 97 7179 144 93 7035 573 404 348 282 6462 5942 520 430 328 285 182 148 97 103 251 172 77 95 79 102 169 138 97 5845 2191 1745 1094 116 978 905 651 385 276 266 229 446 115 3654 3587 3163 3102 649 2453 424 285 139 259 118 331 296 90 66 109
is_linear=0
shrinkage=0.03


Tree=194
num_leaves=63
num_cat=0
split_feature=27 5 5 5 50 11 3 11 11 3 3 32 32 49 36 32 3 1 3 3 1 26 3 32 31 58 29 1 3 12 5 43 3 1 1 3 50 3 3 3 48 50 3 11 50 32 50 5 12 12 50 50 1 1 1 3 1 3 3 11 26 3
split_gain=0.342005 0.760353 1.85975 1.27032 1.22935 1.461 1.36481 1.06688 1.83969 0.979222 1.74876 1.39552 1.26796 1.8578 1.27175 2.01261 1.55617 1.18905 2.17047 0.891931 0.755062 0.667 1.51686 1.21496 1.95122 1.95945 1.28877 0.973861 0.8008 1.07375 1.64022 0.967939 0.738153 1.68184 0.666192 2.05878 0.904635 1.0687 0.861509 0.737053 0.650678 0.779534 1.94409 1.28016 2.84044 1.37944 1.11406 1.22478 1.87545 1.2837 2.97571 2.00269 1.28678 1.13388 1.71415 2.08376 1.62604 2.1607 1.3491 2.14395 1.2144 1.1259
threshold=1.0000000180025095e-35 0.38348416289592763 0.27386363636363642 0.07483905579399143 3.4150731631156739 0.87579466157694208 0.25245098039215691 0.64684752799422152 0.66692775118394609 0.10275263951734541 0.077677224736048281 0.15000000000000005 0.17500000000000002 0.12000000000000002 1.0000000180025095e-35 0.15000000000000005 0.58750000000000002 4.3751111872189599 0.48750000000000004 0.22361111111111112 4.6345953588972035 11.500000000000002 0.56250000000000011 0.16500000000000004 0.2950000000000001 1.0000000180025095e-35 2.5000000000000004 5.0538212618648695 0.074537037037037054 0.52500000000000013 0.060037166000890256 0.25000000000000006 0.15146020495068549 4.7343480507649822 3.7506054687678292 0.21595124536301011 2.7815080780430619 0.41250000000000003 0.097406704617330822 0.13723808562876269 1.5000000000000002 3.3973861251426389 0.1236388219978657 0.71801725825488583 3.7827539512008141 0.18500000000000003 3.315707808323157 0.21320346320346323 0.52500000000000013 0.32500000000000012 3.3536489182451987 3.3536489182451987 4.8644654116384185 4.6671121786567591 4.6250269199402787 0.03509852216748769 4.8131109377704355 0.11651583710407241 0.1568375422148294 0.73078423933237657 5.5000000000000009 0.36250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 3 4 7 6 20 -2 -9 10 -10 -12 14 19 15 16 -11 18 -16 -14 -6 40 23 28 25 26 27 32 -23 31 -31 34 33 -25 36 38 -30 -38 -36 -40 41 46 -43 44 -44 -45 53 48 49 51 52 61 -51 54 55 -1 58 -58 59 -55 -59 -48
right_child=1 -3 -4 -5 5 -7 -8 8 9 12 11 -13 13 -15 17 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 30 -32 -33 -34 -35 35 -37 37 -39 39 -41 -42 42 43 45 -46 -47 47 -49 -50 50 -52 -53 -54 56 -56 -57 57 60 -60 -61 -62 -63
leaf_value=0.022775858385527613 0.015129554672691416 -0.011546410532504143 0.015685275339819737 -0.010384375710670945 0 0.021456928974419816 -0.015414659955591679 -0.018129126187210551 -0.0022966219377048343 0.0039218965778707498 0 0.029152225015222209 -1.9923941334254362e-05 0.013549299159074369 0.021258400420662339 -0.010906868279638309 -0.016537047907530297 -0.005832934628524915 -0.0011323831918420727 -0.014487866918511534 0.020607631732762515 0.016050572148131725 0.017948326160994947 -0.0040921878042871644 -0.029252051395566331 -0.023196577384250436 0.014992826784690019 -0.022525371670193264 0.010554466554790849 0.027473674889846495 -0.003763860737243743 0.0081545746579327338 -0.0062642688290562021 0.020721581237695495 -0.018561899847996118 -0.027143624226069966 0.0042407791642777685 -0.01498283144487717 0.01257620576076548 -0.0043799713463369061 -0.0077991039828589981 -0.013950190062625956 -0.0077968976247285186 -0.0046889546426920111 0.022927560224491838 0.0091560446409258821 -0.0045617095249515828 0.016210329119020622 -0.010588131625766089 0.0054270152724236933 0.019769632010125219 -0.013389974531962575 -0.0095691997031990429 0.0021870759788344741 -0.013956559296977068 -0.00097482161700685052 -0.010857315469463025 0.022453003897800691 -0.0008204739983120957 0.02665259387958039 0.0020377247297261604 0.010769580691260494
leaf_weight=3.1634458154439917 4.0756578138098112 3.8517776802182189 7.7180701792240134 8.4643667638301832 3.1566929398104531 5.5939291864633551 2.6221074033528566 4.6987138343974939 6.1986900269985181 43.109804806299508 2.5541931753978133 4.1707725375890732 6.5260051684454146 3.1447345390915862 9.0426422227174061 13.208806362468748 3.3514650389552108 3.6055299993604413 5.86700540408492 13.352395001798866 2.737022346816957 2.4169516656547776 2.7556137992069116 7.3227574061602407 3.2480674814432851 4.6135167428292325 3.1227633878588668 2.3487045392394057 4.3028661329299238 2.5898859933949998 2.604852482676506 5.1792433075606814 18.803993857465684 3.3094694837927818 2.1753511866554609 4.2123822970315805 4.2682108972221595 5.1195034831762314 3.3534360565245134 5.8833436947315931 9.2407850101590139 11.409581515006719 4.4497723774984461 42.102630032226443 5.7427159668877721 7.2343552270904175 6.3798622451722684 6.569032981991767 8.1813610922545177 24.02911659702659 12.437650287523864 7.8805144634097806 6.1568352272734037 6.7745841406285781 8.8643763288855535 216.32647534646094 11.599368750117717 2.8141505247913292 5.7328964974731198 7.2569502331316471 30.434535778360441 10.574690439738331
leaf_count=39 69 22 56 56 40 57 24 47 69 427 40 46 55 37 76 137 19 61 42 145 43 30 39 86 51 138 40 34 35 30 31 53 244 34 29 38 38 29 47 78 57 113 64 385 67 80 70 48 82 244 170 90 62 77 88 2262 119 49 60 74 448 96
internal_value=-0.000102525 0.00111843 0.00149061 0.000675866 0.00141699 0.0097581 0.00106886 0.000396394 -8.30891e-05 0.000637785 0.00836549 0.0188421 -0.000304379 -0.00650905 0.00145811 -0.000586641 0.00225296 0.00830429 0.0121521 -0.0100844 0.00965221 -0.000466996 -0.00286067 -0.0036474 -0.00719635 -0.00509448 -0.00241263 -0.0043933 0 -0.00108014 0.0111389 -0.00314682 -0.00260185 0.00331762 -0.00538851 -0.00959367 -8.83461e-05 -0.0057107 -0.0022431 0.00127627 0 0.000159572 -0.00270236 -0.000406627 0.00904482 -0.00250895 0.000717848 0.00380194 0.0026053 0.00432065 0.00748428 -0.000885734 0.00212802 -0.000129113 -0.00114186 -0.000584776 0.00335005 4.42198e-05 0.0104753 0.0154587 0.00406896 0.00466485
internal_weight=700.037 157.05 153.199 145.481 137.016 14.1098 8.51582 122.906 118.831 114.132 12.9237 6.72497 101.208 23.0231 78.1853 59.6701 46.4613 18.5152 14.9096 19.8784 5.89372 542.987 87.6309 84.8753 42.7693 39.5212 34.9077 31.7849 42.106 39.6891 5.19474 34.4943 29.4362 10.6322 29.3151 15.6245 13.6906 9.38771 11.4121 9.23678 455.356 446.115 70.9391 59.5295 10.1925 49.337 375.176 82.2091 75.64 67.4587 42.6236 24.8351 30.186 292.967 228.354 219.49 64.6125 44.8481 19.7644 14.0315 33.2487 16.9546
internal_count=7516 1568 1546 1490 1434 164 107 1270 1201 1154 155 86 999 237 762 583 446 179 118 200 83 5948 1104 1065 627 576 438 398 438 408 61 347 364 120 294 192 102 67 154 125 4844 4787 709 596 131 465 4078 862 814 732 476 256 306 3216 2389 2301 827 616 211 151 497 166
is_linear=0
shrinkage=0.03


Tree=195
num_leaves=40
num_cat=0
split_feature=14 14 42 14 21 14 4 4 1 12 14 4 46 5 4 29 5 26 31 50 1 4 43 5 1 26 4 34 5 1 42 42 1 14 1 14 31 41 26
split_gain=0.379622 1.16224 2.38122 0.369119 0.808802 0.712623 0.709754 1.01015 0.554427 0.426622 0.390838 1.45045 0.752946 0.46145 1.93438 1.79419 0.874073 0.717427 0.526004 1.13193 1.26952 1.55342 1.01737 0.98068 0.863935 0.587108 1.31836 1.14689 0.968163 0.80538 3.32249 1.56506 0.768647 1.83563 1.09933 0.372639 0.221032 0.11086 0.0137442
threshold=0.55694444444444458 0.51653869448840439 5.0009086044551614 0.79135572139303489 0.41096404744368098 0.75795454545454555 0.27149877149877155 0.63981481481481495 4.5224360325704707 0.65000000000000013 0.74443344878772899 1.0000000180025095e-35 1.0000000180025095e-35 0.29864864864864871 0.22540322580645164 1.5000000000000002 0.267948717948718 9.5000000000000018 0.31000000000000011 1.7585441243211084 4.8341389671286441 0.34330357142857149 -1.0000000180025095e-35 0.046693482230278659 4.4890211516737262 8.5000000000000018 0.50490196078431382 1.0000000180025095e-35 0.23606811145510839 3.5467622390330522 3.5368030955064285 3.5656344265871387 3.5401456763707917 0.58607219827586221 3.554024590419385 0.66354895104895117 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 -5 9 -7 8 -8 10 13 -12 -13 16 -15 17 18 -16 25 -20 21 22 -21 -22 -23 26 32 38 29 30 -27 -31 33 -2 -34 -18 -9 -14 -28
right_child=3 -3 -4 4 -6 6 7 36 -10 -11 11 12 37 14 15 -17 35 -19 19 20 23 24 -24 -25 -26 28 27 -29 -30 31 -32 -33 34 -35 -36 -37 -38 -39 -40
leaf_value=-0.024579385795262414 -0.014126733100744948 0.027014034500803818 0.023568196034308944 0 0.021110693712060129 0.0058962144851437172 -0.024002539402741215 0.0041301135092885952 -0.0042577150359100514 0.0091246696576651343 -0.0095995062102381991 0 0.025356686701680602 0.0081384352906257486 -0.021280772239608961 0.0022757904202146792 0.0016408428045160011 -0.005942961782038193 -0.014217380620782068 -9.0170698655429055e-05 0.029967440116966164 0.0041820744522813183 0.01087158661170448 0 -0.016708587213450556 -0.0013845407339859032 0.030597606462342657 0 -0.01335455219963206 0.0099406090837831466 -0.023744168126063135 -0.00081807795586313567 -0.012681117866382796 0.0063950480220352473 -7.9404788679698224e-06 0.015691307067614402 -0.0066351664230905353 0.0086882018668496333 0.0099924576340967072
leaf_weight=1.8038398011121892 4.0665782392024985 1.6791111193597315 1.4852167186327276 4.2020245078019789 2.1308127162046731 2.8016817718744305 4.2432440333068353 3.7010049317032099 3.14744639582932 4.2783680185675612 3.4464680561795813 2.6799692176282406 2.7083593821153045 8.1538338735699671 7.799597732722761 7.8817631006240836 4.6539372205734235 6.5708437860012054 2.8448586445301762 13.16187101788819 2.7194764455780378 2.0130267338827244 14.989009407348929 1.670871168375015 4.9662182684987783 48.131490738131106 2.1256763376295562 2.6306456783786416 5.6761737167835227 12.453336833044885 6.7688807719387105 293.93793274275959 6.2581692691892377 35.649023069068789 155.1517612808384 4.1988478451967239 2.8070295788347721 2.4576812237501144 1.418454041238874
leaf_count=127 29 16 97 54 43 25 48 42 29 29 37 18 39 55 44 51 30 40 24 104 66 43 137 12 69 552 38 64 34 123 66 3254 46 318 1559 31 36 37 50
internal_value=-0.000100188 0.00797705 -0.00101335 -0.000168886 0.00689781 -0.000244619 -0.00633379 -0.00927333 -0.0167181 -8.23974e-05 -0.000153145 0.00530775 0.0126775 -0.0002579 -0.00385862 -0.00855524 -7.20955e-05 -0.0148572 -0.000217396 0.00298176 0.00443624 0.00228866 0.00557033 0.019465 -0.0098987 -0.000464808 0.000793684 0.0142494 -0.00119212 -0.000977154 -0.00432642 -0.00035502 0.000337031 0.0040832 -0.000551515 0.00916715 0 0.0191644 0.0249277
internal_weight=699.465 4.96817 3.28906 694.496 6.33284 688.164 16.7004 13.8987 7.39069 671.463 667.185 11.2925 7.84601 655.892 30.406 22.2522 625.486 14.3704 616.633 42.3653 39.5205 35.1301 28.1509 4.39035 6.97925 574.268 207.3 6.17478 366.968 361.292 54.9004 306.391 201.126 39.7156 161.41 8.85279 6.50803 5.16604 3.54413
internal_count=7516 240 224 7276 97 7179 180 155 77 6999 6970 131 94 6839 190 135 6649 84 6588 455 431 353 241 78 112 6133 2104 152 4029 3995 618 3377 1952 347 1605 61 78 76 88
is_linear=0
shrinkage=0.03


Tree=196
num_leaves=58
num_cat=0
split_feature=0 15 42 1 32 32 1 34 1 26 50 42 26 31 21 13 1 42 43 29 0 42 1 48 50 42 1 50 24 31 0 21 28 31 42 50 1 46 26 47 40 31 1 42 0 0 9 42 36 31 50 43 43 43 50 42 0
split_gain=0.398888 1.3518 1.91976 0.380967 0.640053 1.00695 0.378252 2.54895 1.05311 1.13449 0.625251 0.529743 0.386406 3.93504 1.5388 2.22656 1.54935 1.64684 1.49467 1.45893 1.33258 0.694272 0.569136 0.547318 1.05556 0.518931 2.62781 1.76759 2.8137 1.93781 1.71645 1.51306 2.14108 2.65408 1.69791 1.3918 1.36133 1.24685 1.19706 1.09802 1.0153 0.994392 1.21039 2.41432 1.06631 5.16314 1.57752 0.658578 0.64455 0.704372 0.377026 0.356554 1.11373 0.327916 0.260876 0.176308 0.00128644
threshold=51.500000000000007 1.0000000180025095e-35 4.9763905204053005 5.1200721840520744 0.17500000000000002 0.16500000000000004 5.0538212618648695 1.0000000180025095e-35 5.0186495125046582 10.500000000000002 2.7040907083446837 5.0815953173980644 12.500000000000002 0.16000000000000003 0.41368350086469208 0.90000000000000013 3.5096293531157179 4.5831513229706227 -0.27499999999999997 2.5000000000000004 30.500000000000004 3.6565212271721315 4.6345953588972035 1.5000000000000002 3.1307312134163801 3.5401456763707917 3.5467622390330522 2.533010400260828 1.0000000180025095e-35 0.2950000000000001 35.500000000000007 0.30257611665546713 1.0000000180025095e-35 0.28500000000000009 3.4809981774225514 3.0678793895128593 3.5005956336034312 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 0.31000000000000011 3.7166825895759685 3.6539288864799304 38.500000000000007 35.500000000000007 0.32500000000000007 3.7574466511864686 1.0000000180025095e-35 0.16000000000000003 3.3361473422153938 1.0000000180025095e-35 -0.17499999999999999 -0.12499999999999999 2.8625437813686543 5.0250247642442778 34.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 8 50 12 -10 -9 -12 23 -14 16 -16 -15 19 -19 20 -18 -22 -20 25 -25 27 38 28 30 51 -1 32 34 56 35 -29 53 -28 -27 -33 -36 44 43 -43 45 -39 -46 -44 49 -41 -8 52 -30 -32 -24 -4 -34
right_child=1 2 55 4 -6 -7 7 10 9 -11 11 -13 13 14 15 -17 17 18 22 -21 21 -23 54 24 -26 26 37 31 29 -31 36 39 33 -35 40 -37 -38 41 -40 48 -42 42 47 -45 46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58
leaf_value=0.00044131209732141055 -0.028399539326233077 -0.022663469127908654 0 0.011389844609368668 0.020098115624874589 -0.013831782849954477 0.0016232927962362164 0 0 0.02476227962753946 -0.0078033155428069894 -0.025733637386915968 -0.028735029884392735 -0.010808248687151769 -0.022146353953279001 0.0063983201229492895 -0.0083153526576687422 0.012137048509823632 -0.020819812673294739 0.025816250348035568 0.0032474943500783717 0.014612180087076083 0.0011990512814153849 -0.015254234515195721 0.0019422283150170208 0 -0.019011256547897551 0.0087423416532394303 0.0024413626526122141 -0.0079920290534599425 0 0 0.015396954093370437 -0.0005952659763156313 -0.018965435491279135 -0.001241217507127828 -0.027917468715350384 -0.0012791100870345549 -0.024471000630608739 0.017446016880302308 0 0.011777504362672723 0.027492813960798865 -0.016610418338702682 0.0009768758714304793 -0.0344407888100016 -0.019938429972497465 0.0080039347371646374 0.02571239672031312 0 0.026266125138429911 0.0028809692623303225 0.026953766600989172 -0.013252114220692493 -0.0088589498198791399 0.025619791001963162 0.029082420433911772
leaf_weight=5.7997658103704461 1.7507002460770298 1.324333409778774 0.5246527488343421 3.2168028410524121 2.0561807518824935 2.2200271980836987 1.6204253342002606 3.3399763945490131 4.3047336963936678 2.9937725393101573 5.6991093270480615 3.2515085265040398 4.5121470764279357 7.174694398418068 6.0799594577401859 3.4877919070422649 4.8953331802040401 3.2086185812950125 3.2599091334268433 3.5264736097306004 13.721260174177589 9.4129544170573336 2.8022944321855903 5.7818338051438314 5.7281906455755234 3.2346976017579419 2.8513233363628379 17.752209530211985 3.9944189935922632 6.8654278255999079 3.0974962320178756 5.0652909362688687 3.7176985740661603 6.8075481802225113 6.0892023453488928 39.42419442627579 6.4913999540731311 96.001569087617099 5.5867709992453456 4.6456630956381542 3.4914395743981004 5.4209145139902848 2.1883266475051633 4.9040968557819724 308.51034391019493 4.2544062733650199 3.0593176186084738 11.875438683200626 4.8015507645905009 4.0619352906942368 1.7881413418799637 4.6392602398991585 3.7724713161587724 2.8420670712366691 4.4257202632725239 1.4939577961340544 4.2294976375997066
leaf_count=41 41 97 15 54 28 23 32 33 53 31 54 27 172 56 44 40 41 34 29 34 106 103 29 34 38 34 16 161 28 48 39 47 26 49 56 332 55 1321 56 54 36 51 21 31 3085 45 27 193 48 31 33 32 33 52 49 98 40
internal_value=-9.62396e-05 -0.00830413 0.00153541 -2.49776e-05 0.00660191 0 -0.000107949 -0.00468134 0 0.0111802 -0.0113369 -0.0153927 -0.000125861 -0.00229552 -0.0001885 -0.0112086 0.00174356 0.00390443 -0.00446465 0.00773112 0.00507645 0.00821435 -0.0102371 0.00010649 -0.00629669 0.000244724 -0.00023864 0.00185981 -0.0035989 0.00414901 -0.0120709 0.00396812 0.00210365 0.0123686 -0.000105696 0.00177359 -0.0182981 7.70442e-05 -0.0162695 0.011721 -0.0117415 0.000224219 0.00608945 -0.00119533 -0.000111351 -0.00281184 0.000739604 0.0118 0.0161315 0.00971615 0.016953 0.0113639 0.0154782 -0.00624077 -0.00422443 0.0207276 0.0239519
internal_weight=699.077 5.09364 3.34294 693.984 7.49301 5.43683 686.491 15.6992 670.791 7.29851 12.2906 8.95062 663.493 66.5072 61.995 9.56775 52.4273 45.2526 13.6965 31.556 28.0295 23.1342 10.4879 596.986 11.51 585.476 447.887 137.589 37.5023 19.2716 18.2307 100.086 81.5118 14.7547 66.757 57.1764 12.431 439.066 8.82147 18.5744 9.58064 436.214 24.3888 10.325 411.826 100.256 311.57 14.0638 13.5091 8.7076 3.40857 12.4062 7.76689 5.93956 7.22801 2.01861 7.9472
internal_count=7516 251 210 7265 105 77 7160 179 6981 84 114 81 6897 737 565 84 481 425 141 284 250 209 107 6160 72 6088 4880 1208 328 141 187 880 700 115 585 493 146 4790 90 180 92 4774 296 82 4478 1366 3112 214 133 85 65 93 61 91 78 113 66
is_linear=0
shrinkage=0.03


Tree=197
num_leaves=47
num_cat=0
split_feature=0 49 43 32 11 14 1 32 26 1 11 49 26 26 11 1 1 12 1 11 1 26 26 43 40 50 32 14 32 14 14 11 14 11 11 11 28 50 50 11 1 27 14 29 50 0
split_gain=0.38409 1.29295 0.766981 0.37799 0.911054 1.39466 0.999734 0.623126 2.20461 0.550756 0.456803 0.373939 1.33961 0.904553 1.1571 1.0603 0.954617 0.535145 0.557074 3.12797 1.58062 1.70142 0.758775 0.944657 1.13108 0.706041 1.50518 0.946961 0.550376 0.495591 1.35702 1.18466 1.51218 1.24591 1.01626 0.548091 1.28805 0.768472 0.479318 0.395616 0.81378 0.279122 0.261571 0.203502 0.171591 0.138598
threshold=51.500000000000007 0.19000000000000003 0.25000000000000006 0.53500000000000014 0.72836123857922808 0.64237451737451756 3.769702276078295 0.32000000000000012 8.5000000000000018 3.6712391892834719 0.87890860664678472 0.32500000000000007 7.5000000000000009 11.500000000000002 0.84958336294286541 3.5855547771300551 3.6666825895759683 0.65000000000000013 3.4792268092965979 0.86640860664678465 3.4948420730940497 9.5000000000000018 12.500000000000002 0.25000000000000006 1.0000000180025095e-35 2.533010400260828 1.0000000180025095e-35 0.67664992826398873 0.16500000000000004 0.5796825396825398 0.59658438576349038 0.92099589109791125 0.58411949685534603 0.76491201459805602 0.95964361590809555 0.93936166279661715 1.0000000180025095e-35 1.7585441243211084 2.9242685963818378 0.68872574916131091 4.6345953588972035 1.0000000180025095e-35 0.65419580419580436 1.5000000000000002 3.0678793895128593 1172.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 45 7 -5 9 44 11 10 -6 -9 17 -13 14 39 -16 -17 18 19 22 21 -20 23 24 25 27 -27 -1 38 43 31 32 -31 -34 35 37 -37 -32 -26 -14 -41 -15 -23 -22 -7 -3
right_child=1 2 -4 4 5 6 -8 8 -10 -11 -12 12 13 41 15 16 -18 -19 20 -21 29 42 -24 -25 28 26 -28 -29 -30 30 34 -33 33 -35 -36 36 -38 -39 -40 40 -42 -43 -44 -45 -46 -47
leaf_value=-0.019185608050822301 -0.026297732548553391 0.02036584017767645 -0.015967510376295919 0.021256545948004531 0.00037131907770028121 -0.0043800463848233185 -0.023458130915739717 -0.0060510902405275001 -0.027840944199976125 0.023916340016848073 0.0081640976748964672 0.01051522164578428 -0.003731861819547468 0 0.012281487608661226 -0.016752720963983614 0.0017351915139363462 0.01035467132122799 0.0028669587530522384 0.027245269620671354 0.0010121511828456063 -0.010698756085440681 -0.01082546796078169 -0.0083905833300299965 -0.0020134089409761203 0.015552039508728707 -0.002956565692232193 0.0016396116420604255 0.021517185586792251 -0.020300800533472062 -0.004351910030781992 -0.018744104007129007 -0.013466455112081468 0.0083940240522976974 0.013422555245643569 -0.0063889055802948689 0.010785536351117222 0.00064548106286573155 0.01273005429058263 -0.030298696355952941 -0.0086791552231050735 0.011256518973542209 -0.027125478679905321 0.014333881820026812 0.0084566862642221057 0
leaf_weight=3.1764609441161182 1.9612775486893941 1.1374093452468521 0.90066412184387434 2.3417684454470864 2.4304122626781446 1.4015620080754163 2.2966420836746693 3.4156250767409784 3.0888972505927086 2.0320566594600677 4.0789648965001106 5.1728888377547255 3.5735722770914498 4.1853561978787175 3.3332773000001898 4.3625956866890174 4.3999221911653876 4.4082604348659506 4.3231446482241136 4.2292109299451104 3.2953193821012965 4.1138226166367531 4.3313545277342191 5.9856676235795012 2.9086681725457293 6.0136693827807894 9.7405900415033084 3.541431151330471 3.9157724529504776 3.1650554463267353 29.000471161678433 5.9789057131856671 2.8854530500248066 8.626915028318761 5.0201085433363906 26.344118456356231 4.2122067399322978 479.59556102519855 3.5521476697176695 3.4088207948952896 5.1969515662640333 2.4944310765713453 3.4342421144247055 2.8470227010548115 1.5430172290652988 0.99714494077488769
leaf_count=34 83 69 40 32 47 42 21 38 156 31 29 48 40 58 33 33 43 30 38 49 38 39 46 49 32 57 99 33 40 21 316 39 27 97 50 248 31 4948 36 39 67 25 28 28 30 59
internal_value=-9.29849e-05 -0.00822261 0.00250615 -2.34001e-05 0.00518945 0.000355224 -0.00934373 -0.000125855 -0.00728063 0.0129458 0.000916932 -1.88835e-06 -0.00297068 -0.00546993 -0.00822574 -0.00106217 -0.00696837 0.000158544 7.44469e-05 0.00320172 -0.000170574 -0.0109157 0.000592881 0.00206907 0.00419581 0.00011469 0.0038388 -0.00760997 0.0122975 4.60699e-05 -3.69887e-05 -0.00755589 -0.00240432 0.00226626 0.000240072 0.000101272 -0.00377158 0.000347135 0.00533058 -0.0147234 -0.0184179 0.00362089 -0.0194543 0.00839019 0.000548637 0.0135713
internal_weight=698.399 4.9965 3.03522 693.402 12.0455 9.70369 5.24122 681.357 10.5835 4.46247 7.49459 670.773 36.1278 30.9549 24.2751 12.0958 8.76252 634.646 630.237 47.395 582.842 11.8712 43.1658 38.8344 32.8487 22.4722 15.7543 6.71789 10.3766 570.971 564.829 20.6563 14.6774 11.5124 544.172 539.152 30.5563 508.596 6.46082 12.1793 8.60577 6.67979 7.54806 6.14234 2.94458 2.13455
internal_count=7516 251 168 7265 203 171 93 7062 223 78 67 6839 386 338 255 109 76 6453 6423 475 5948 105 426 380 331 223 156 67 108 5843 5777 184 145 124 5593 5543 279 5264 68 146 106 83 67 66 72 128
is_linear=0
shrinkage=0.03


Tree=198
num_leaves=52
num_cat=0
split_feature=0 0 42 32 3 43 4 9 32 14 14 14 3 3 43 5 42 3 27 3 3 12 40 12 47 4 3 32 42 30 3 4 43 3 9 3 5 5 4 5 5 12 42 5 4 4 3 14 14 5 14
split_gain=0.366005 1.13178 1.57271 0.360374 0.87794 1.24262 1.11535 1.05462 0.593788 0.882578 0.490724 0.513214 0.480235 0.34426 0.343826 1.97044 0.910565 0.418247 0.514048 0.750869 0.88154 1.57777 1.4477 1.02531 2.13728 1.42118 1.59179 1.43559 1.04319 0.62621 1.16441 4.16837 1.96573 1.22738 1.10129 1.46314 1.00221 1.04391 1.89314 1.51419 1.44444 1.32192 1.22923 0.819752 0.60598 1.02422 1.78121 0.456394 0.414158 0.131841 0.113047
threshold=51.500000000000007 1119.5000000000002 4.9763905204053005 0.53500000000000014 0.51250000000000007 0.17500000000000002 0.19722222222222227 0.17500000000000002 0.32000000000000012 0.60180165816326536 0.68405928614640066 0.62693960372403923 0.46250000000000008 0.38750000000000007 0.52500000000000013 0.01941930618401207 3.6829717644257181 0.61250000000000016 1.0000000180025095e-35 0.56250000000000011 0.51250000000000007 0.57500000000000007 1.0000000180025095e-35 0.32500000000000012 4.5000000000000009 0.42844731289561877 0.10435571687840291 1.0000000180025095e-35 3.5065212271721315 1.0000000180025095e-35 0.15606708256315469 0.22540322580645164 0.074999999999999997 0.19803921568627456 0.27500000000000008 0.38750000000000007 0.41522988505747133 0.28759398496240607 0.22540322580645164 0.22361111111111112 0.21132376395534294 0.47500000000000003 3.2364007212416719 0.35599078341013829 0.31142241379310348 0.44949869224062777 0.11651583710407241 0.66141439205955344 0.69657494145199073 0.32882882882882886 0.65155075187969935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 5 6 7 -5 14 -10 11 12 -11 -13 17 16 -16 18 29 20 21 23 47 24 28 27 -27 -25 -20 30 44 32 34 -33 35 -32 37 39 -39 40 42 -41 -31 49 -1 46 -46 -22 -35 -40 -17
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 -12 13 -14 -15 15 50 -18 -19 19 -21 22 -23 -24 25 -26 26 -28 -29 -30 36 31 33 -34 48 -36 -37 -38 38 43 41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52
leaf_value=-0.00091725907629352393 -0.024586000169873522 -0.021297953379921217 0.02039078285331938 -0.029640823798495024 0.022883118040422416 0.021627549576880789 0.007241588450264372 0 0.0076425411180559956 -0.015358771346069354 0 -0.0026640566025675438 0.0044170339233328224 -0.032071594750551054 0.0088248090945383089 0.031878387258033339 -0.01193827148471556 -0.0071705317194254905 -0.0038638734825831599 0.013961489624814378 -0.017871321515229289 0.020996101192824929 0.0073409320212774161 0.002110791724897673 0.024238101416494056 0.019524491674400759 0.00058833193244531572 -0.0067917415034860519 0.0069239530532512281 0.015116178016514756 0.031177332968116096 -0.027173058044368106 -0.011987055349518419 0.0017453647707978027 -0.0028282244455317507 0.0077923185835582316 0.014824970569128732 0.0062656269731034076 -0.010597629106647379 0.018734789295197996 -0.020252770484685961 0 -0.0010016026527193869 -0.0020531870488749745 0.0035786360068469089 0 0.029936071440800696 -0.0026510043423007843 -0.012009109401567823 -0.022178309683850716 0.010468774666539418
leaf_weight=3.7156047858297852 2.0132731196936211 1.1141091031022372 1.8078807755373416 1.9345280062407235 1.8976832274347533 1.9382731374353159 3.6513048503547907 2.592140550725162 2.216409618034958 1.8385509559884652 1.7551159658469258 1.0474721933715048 1.5885736169293521 2.054358113091439 2.759698639623819 1.6380045963451269 4.4519173461012542 7.2445444390177718 12.740097526460884 4.1556131057441226 5.7809860073029977 3.6524848453700534 4.5066052284091702 28.719201109372079 4.6414500284008673 5.716343272477391 14.560222222469745 35.147103892639279 19.526558841578662 4.0660113077610722 2.9703140966594317 4.9419051045551878 4.5978724714368573 2.579490602016449 5.2335531041026107 18.273963006213307 3.3880382031202307 6.1015798002481487 5.2956715077161807 6.416291728615759 3.3036272600293151 7.8886247649788857 400.18151736911386 5.7608250081539145 5.6339093428105098 4.8944169506430617 4.6830205852165818 4.1281570121645927 3.7401522630825639 5.6563055738806725 1.9566568769514558
leaf_count=37 61 94 96 40 36 28 43 56 22 35 45 27 33 61 26 39 43 60 109 37 38 30 34 294 55 61 161 298 206 37 31 56 32 37 51 203 23 40 32 46 18 51 4324 35 57 59 54 31 40 32 22
internal_value=-9.03114e-05 -0.0080738 0.00222756 -2.25037e-05 0.00507386 0.000772593 -0.00385241 -0.0139982 -0.000122661 -0.00713445 -0.0118822 -0.0156092 -0.00479979 -0.0247209 -1.83795e-06 0.00524729 -0.00315951 -9.84575e-05 -8.58573e-06 0.00156817 0.00113539 0.00198548 -0.00573431 0.0013287 0.00549568 -0.000436652 0.00635837 -0.00270073 0.00248214 -0.000464351 0.00234959 -0.000288465 0.00524104 -0.0158956 0.00852504 0.011602 -0.000863371 -0.001003 -0.00725109 -0.000647607 -0.000999373 0.00883626 -0.000817257 -0.0125563 0.0085056 0.0111786 0.016455 -0.0123019 -0.00559333 -0.0174071 0.0229718
internal_weight=698.098 4.93526 2.92199 693.163 12.0139 10.1162 8.17797 4.52667 681.149 10.5005 8.28407 6.52895 3.42712 3.10183 670.648 10.8063 7.21162 659.842 652.598 143.275 139.119 124.703 14.4157 121.051 36.9081 84.1429 20.2766 63.8663 32.2667 509.323 61.2642 42.3373 31.0757 11.2615 26.4778 21.2443 448.058 444.67 22.8144 421.856 407.551 14.3049 404.248 16.7128 18.927 15.2113 10.3169 9.90914 6.31964 10.952 3.59466
internal_count=7516 251 190 7265 203 167 139 96 7062 223 201 156 68 88 6839 130 69 6709 6649 1354 1317 1214 103 1184 370 814 222 592 315 5295 657 450 317 133 285 234 4638 4615 139 4476 4379 97 4361 99 207 170 111 69 77 64 61
is_linear=0
shrinkage=0.03


Tree=199
num_leaves=58
num_cat=0
split_feature=14 9 49 49 14 21 14 32 14 26 12 28 1 21 11 50 50 9 21 21 32 1 1 11 14 49 12 14 27 35 14 1 50 32 11 24 1 1 1 36 29 1 14 9 50 1 1 21 50 14 14 32 26 49 1 1 49
split_gain=0.356476 1.45448 0.824043 0.380542 0.350486 0.769873 0.682356 0.749218 0.450043 0.494549 0.368432 0.439676 1.73014 0.955384 3.13 0.948608 1.07766 1.05729 1.47764 0.818057 0.660814 0.612029 1.49758 2.14153 1.71272 1.1495 2.36831 1.47862 2.50859 1.34838 1.27862 1.04994 2.04603 1.60812 0.830194 0.82117 0.778442 0.907727 0.705957 2.50608 2.36359 1.37779 3.49177 2.00697 1.16166 1.12904 2.42184 2.33362 0.866256 0.656299 1.31367 0.602512 0.553449 0.138829 0.126091 0.0376625 0.00068545
threshold=0.55694444444444458 0.27500000000000008 0.19000000000000003 0.22000000000000006 0.79135572139303489 0.41096404744368098 0.76154939587775416 0.16500000000000004 0.76867335562987749 8.5000000000000018 0.65000000000000013 1.0000000180025095e-35 3.4855547771300555 0.42685084802867401 0.93349589109791131 3.6374120912428598 1.7585441243211084 1.0000000180025095e-35 0.34189170450205031 0.4826557661125509 1.0000000180025095e-35 3.5005956336034312 3.4792268092965979 0.86640860664678465 0.66115363586659381 1.0000000180025095e-35 0.17500000000000002 0.62233560090702966 1.0000000180025095e-35 1.0000000180025095e-35 0.65604707792207806 3.5368030955064285 2.533010400260828 0.17500000000000002 0.83085547280318017 1.0000000180025095e-35 3.5467622390330522 3.544265602280305 3.578938214467795 1.0000000180025095e-35 1.5000000000000002 3.6146226266212111 0.63299319727891168 0.27500000000000008 3.3458790118134671 3.6339835643916452 3.6656344265871392 0.3625352601820907 3.0678793895128593 0.67664992826398873 0.63771551724137943 1.0000000180025095e-35 9.5000000000000018 0.37500000000000006 3.5151113768375581 4.3539840504870346 0.50500000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 10 8 -8 -10 11 21 52 14 15 16 55 -18 -19 -15 -17 22 23 25 -24 27 -27 29 34 -2 -28 32 54 49 -29 -30 37 -33 39 40 44 42 51 -44 -38 47 -47 -43 -41 50 -34 -40 -13 -5 -23 -14 -55
right_child=4 2 3 53 5 -7 7 -9 9 -11 -12 12 13 19 -16 20 17 18 -20 -21 -22 31 24 -25 -26 26 30 28 35 -31 -32 36 33 -35 -36 -37 38 -39 41 48 -42 45 43 -45 -46 46 -48 -49 -50 -51 -52 -53 -54 56 -56 -57 -58
leaf_value=0.036532312661689659 0.02400990343738307 -0.020778178995209798 0.024544646672274982 -0.0078419977831715327 0 0.020586579532577757 -0.010403189267727993 -0.016169895698664272 -0.0041021743113246571 0.012044534032211134 0.0084765031866153254 0.0048951762919757199 -0.004197735243248203 0.014293343750814889 -0.026979348794165605 0 -0.0082612657949841326 0.00090951950400545219 0.0099853423887161317 -0.00026269798712253995 -0.018097596962961676 -0.013362868808300269 -0.019973909239091699 0.019365161608981912 0.0025458941864550692 -0.031964562206866172 -0.01204151025383437 -0.023690957249727685 0 0 0.011888927089883709 -0.00013239350469298428 0 0.026605134899400723 -0.0058012409321282774 0.022545300461521749 0.02723124533166708 -0.021940894488089613 -0.024145941149312272 0.00025870162394026183 -0.0057642689026438905 -0.00074957743519207961 -0.0030598964922166098 0.020884195335174462 0.0047361102317982854 -0.0087765748142570304 0.00018017390997555657 0.020007973603716294 -0.017135250030569208 -0.0053438988312147486 0.02396445525315213 -0.0094011062973945476 0.021912726373057301 0.0085108080945390102 -0.0013789573915703084 -0.012581797329607725 0
leaf_weight=1.0131261348724354 3.671382267028096 1.1144866321701559 0.65754601638764176 0.82075962517410506 4.1983462320640674 2.1341579034924507 2.975276383571325 4.8234658464789382 2.8009343147277832 2.9811920588836074 4.2741580456495276 4.9192757122218591 4.442106285132466 7.6283890157937986 3.6617835611104956 4.0930835390463463 7.6746669933199874 73.289984071627259 21.248847131617367 4.8362325429916382 3.7947849798947573 2.8489033253863481 8.6682072114199382 4.0394980208948246 3.8967792419716707 3.2415322000160796 4.4261082904413342 3.4433279996737864 3.000275867059826 3.5638223104178905 3.2613833965733647 4.7979136360809198 5.7705780584365147 4.5748332170769563 11.63512515183538 2.9740418046712875 6.7963232249021512 3.1015540929511189 7.2426711581647414 4.6532984208315611 4.1752808615565309 12.330057004932316 12.629216995555909 3.8864008290693155 4.1004475727677345 29.27224576799199 335.01662495126948 7.3307327795773736 4.2026317724958062 3.178363016806542 3.2622659467160702 7.1916579725220799 4.2953600399196148 0.66685379482805707 2.9129417375661433 3.7790308715775609 0.50654772808775306
leaf_count=8 34 66 27 57 54 43 29 51 28 36 29 44 31 72 20 39 49 692 177 49 33 26 84 55 39 36 43 39 30 45 35 43 54 59 132 30 67 35 42 48 42 128 144 41 41 297 3734 81 45 30 38 92 38 44 34 39 38
internal_value=-8.57088e-05 0.00789056 0 0.00781424 -0.000151639 0.00673536 -0.000225835 -0.00683965 -0.000784533 0.00334423 -8.14731e-05 -0.000147656 0.00130947 0.000392276 -0.000374445 0.000442423 0.0012149 0.00210871 0.00302954 0.00825693 -0.00939347 -0.000558086 -0.00352821 -0.000712271 -0.0125893 -0.00302031 -0.0111924 0 -0.00383482 0.0117024 -0.0010844 -0.000190649 0.00607596 0.0114947 -0.0105359 0.0118996 -0.000522949 -0.00976617 -0.00033852 0.00462041 0.0121572 -0.000641052 -0.00671317 0.00239806 0.019545 -0.000132723 -0.000527501 0.00681153 -0.00752928 0.0050128 0.00934366 -0.0174385 0.0137621 0 -0.00856022 -0.00897144 0.00672823
internal_weight=697.727 4.77932 3.76619 2.65171 692.948 6.3325 686.615 13.5809 8.7574 5.78213 673.034 668.76 143.664 134.449 121.984 118.323 110.435 102.213 94.5388 12.4646 7.88787 525.096 55.8215 43.2565 12.565 39.217 10.929 28.288 21.0528 7.2352 7.68749 469.275 22.5479 16.786 15.0785 5.97432 446.727 7.89947 438.828 23.928 15.0721 414.9 30.9499 16.5156 10.8968 383.95 364.289 19.6608 8.85593 12.2112 9.03284 14.4343 9.21464 1.99416 5.76185 8.22114 1.1734
internal_count=7516 240 232 166 7276 97 7179 144 93 64 7035 7006 1283 1201 1080 1060 988 918 869 121 72 5723 602 479 123 424 114 310 231 79 78 5121 241 181 171 60 4880 78 4802 243 150 4559 319 185 108 4240 4031 209 93 122 92 134 82 139 60 70 82
is_linear=0
shrinkage=0.03


Tree=200
num_leaves=63
num_cat=0
split_feature=0 15 42 1 4 3 1 17 1 49 3 3 11 11 3 37 14 14 11 11 31 11 49 14 14 48 1 4 31 48 42 1 14 14 1 1 1 42 4 11 32 3 3 1 1 1 31 4 3 4 3 1 42 12 42 32 46 4 40 29 3 4
split_gain=0.354975 1.23915 1.74157 0.357907 0.767736 0.362587 3.52024 1.52824 1.49658 1.41935 1.37123 2.01019 1.94976 1.2839 1.27072 1.22132 2.0706 1.67072 1.48838 1.52269 1.30815 1.46365 1.1547 1.05489 1.01314 1.64144 1.43926 1.15418 1.54753 0.798068 0.769358 0.686931 0.681427 1.12769 0.650952 1.18003 1.83816 2.20205 2.12696 2.16965 1.80198 1.23592 2.16925 1.59204 1.18444 2.20753 4.85641 1.77993 1.74729 1.43873 2.55565 1.48844 1.08573 2.20208 0.869458 0.839568 0.77626 0.737463 0.585593 0.488994 0.446146 0.437619
threshold=51.500000000000007 1.0000000180025095e-35 4.9763905204053005 5.1200721840520744 0.45049019607843144 0.079473684210526321 4.8218426205347829 1.5000000000000002 4.7037836835244127 0.2950000000000001 0.1012820512820513 0.11651583710407241 0.68872574916131091 0.7341930616099307 0.065591397849462371 1.0000000180025095e-35 0.64414928292046947 0.6503424657534248 0.73610271519268089 0.67915159828926641 0.28500000000000009 0.66692775118394609 1.0000000180025095e-35 0.69133291614518166 0.69416099773242645 1.0000000180025095e-35 4.3539840504870346 0.34330357142857149 0.12000000000000002 1.5000000000000002 3.6136629030736409 4.5408290460017566 0.6761982570806101 0.60826939471440766 5.0423796311235538 4.7638362776063259 4.883552937674458 4.2272874060926489 0.46966911764705888 0.76056169225004921 1.0000000180025095e-35 0.1568375422148294 0.13310480342311679 4.8218426205347829 4.6335050209865818 4.5626574477361794 0.12000000000000002 0.43169315919138745 0.15606708256315469 0.29864864864864871 0.16609637741713215 4.7168999848499089 4.0601480385259885 0.32500000000000012 4.9042169434880387 1.0000000180025095e-35 1.5000000000000002 0.45049019607843144 1.0000000180025095e-35 1.5000000000000002 0.15752905020251315 0.37377450980392163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 7 -1 9 14 15 12 -12 -14 24 16 59 -18 19 -17 21 -19 31 -22 25 27 -26 -9 -29 34 -10 -23 33 -8 35 44 37 -37 39 54 -41 42 -39 -43 45 52 60 49 -48 50 -46 -51 56 -54 -38 -36 -13 -49 -35 -7 -47 -57
right_child=1 2 -4 4 -6 10 32 8 30 -11 11 29 13 -15 -16 18 17 20 -20 -21 23 22 -24 -25 26 -27 -28 28 -30 -31 -32 -33 -34 58 55 36 38 41 -40 40 -42 43 -44 -45 47 46 48 57 -50 51 -52 -53 53 -55 -56 61 -58 -59 -60 -61 -62 -63
leaf_value=0.014346436399562157 -0.027814910943687248 -0.022176681876940631 0.020112524900686733 0.01293933424865463 -0.0062660131306905903 0.030749474836740731 0 -0.016912735156550503 0 -0.020677893546887916 -0.028332811516833294 0.00033738858732112835 0.008427944927454906 -0.014088874476805737 0.011822260919884649 0.0081153023987122971 -0.016511200772081718 -0.0035821906018136504 0.014256305079754537 -0.01732542466922677 -0.016536661482621708 0.018444937135026481 0.029985009850975311 0.0054339304235244221 0.00074477946078612604 0.022010616886407413 -0.02330492428595635 -0.011857742666747901 0.020383634987249339 -0.010197336556397296 0.020335687685771361 0.00029429927086948036 -0.0012518337757268436 -0.014116008646651646 0.0049896604980869874 0.029427024636639241 -0.018322199593193943 -0.00039579473075567519 0.022195810344307402 0.015100184185873555 -0.0028075664131414989 -0.012963296109744952 0.023846875433585105 0.0090928896997217179 -0.028573141270032749 0.041681603888581831 0.015220475428442744 -0.024322253143264201 -0.01272237373153727 0.011850701799350414 0.0047835206963232199 -0.0071811802990087541 0.0019380610372985213 -0.013323080855693342 -0.0013360559521527207 -0.0013600527293883579 -0.013121406302884303 -0.0043623292247012193 -0.033630120717249606 0.011793328588995986 0.016670618014487687 -0.016283321449525531
leaf_weight=7.2895407658070317 1.6506593544036139 1.2418067662511023 1.9407414905726907 5.2430000128224483 2.2284913826733828 3.4620599653571826 2.4405059712007633 3.8887494737282484 3.3265573829412451 3.6787706594914189 4.2206260859966269 400.30695884535089 4.0378856640309078 4.4242054522037506 5.1644952027127138 2.6042124424129707 2.9745925255119827 3.9506979640573325 2.9540546238422385 6.4082635110244155 3.1840567439794532 3.5815261453390104 3.8864281233400098 3.9966535698622465 3.3141670944169155 2.4281676523387423 4.6012333054095507 2.2690609730780125 2.5087355878204107 6.6515538692474356 3.7903303084895015 5.1596671519801021 3.6892919819802037 5.9713006922975165 3.4327061912044874 4.3209659885615137 7.9013659432530385 5.580422483384611 3.2472872231155625 7.3984994729980853 13.913664272986351 5.3461446547880751 6.5757816322147846 5.9600125551223755 3.798204808495945 3.1976722991093984 2.8166382443159801 5.2967360205948335 5.5090585993602872 9.0850032698363048 3.6599327446892858 5.5842410074546924 16.453111989423633 16.149801070801914 5.3532195892184973 3.9040789064019901 3.6808733702637246 3.7497352780774236 3.5497746225446463 4.9005590993911028 2.660547349601984 5.84379349835217
leaf_count=71 41 97 113 76 29 40 24 41 21 31 41 4032 30 32 44 38 29 47 38 69 33 45 43 50 34 24 43 32 40 41 45 56 34 66 53 39 71 57 39 105 131 51 76 75 29 45 34 47 61 110 46 63 231 207 63 38 71 32 34 55 27 56
internal_value=-8.40914e-05 -0.00802564 0.00150219 -1.7702e-05 0.0064149 -9.84687e-05 -0.00236997 0.00201915 -0.000446841 -0.0037581 0.000102413 -0.00028808 -0.0120069 -0.00270526 -0.000788632 0.00502314 0.00788119 0.00346843 -0.00285774 -0.00930629 0.00633722 0.0110256 0.0160481 -0.00367941 -0.0046144 0.000764255 -0.0127258 -0.004874 0.00400506 -1.1416e-05 0.0114409 0.00864844 -0.0144757 -0.0179733 0.00010231 0.000272493 0.0040461 0.00987902 -0.000111149 -0.00249493 0.00321277 0.00580709 0.0124062 -0.000859018 -0.000230148 0.000149096 0.0117207 -0.00587126 -0.00243008 -0.000953138 -0.0117231 0.00420305 -0.000218299 -0.00547375 -0.0120297 -0.00641742 0.000193484 -0.0169711 -0.022551 0.0208767 0.0322384 -0.0110571
internal_weight=697.339 4.83321 3.18255 692.506 7.47149 685.034 57.9107 42.2598 34.9703 27.8534 627.124 580.061 12.6827 8.46209 24.1746 47.0628 35.0962 26.7336 11.9665 9.01248 23.759 16.5783 12.6276 7.18071 19.0101 11.0947 7.9154 8.66655 4.7778 567.378 7.11689 8.74119 15.6509 11.9616 560.726 547.546 65.5974 27.7833 37.814 34.5667 21.3122 23.4624 12.1562 11.3062 481.949 450.775 14.1839 31.1739 8.3257 22.1274 7.45814 14.6692 436.591 32.6029 13.2546 13.1806 403.988 9.04647 9.52108 8.36262 5.85822 9.74787
internal_count=7516 251 210 7265 105 7160 584 426 355 289 6576 6033 103 62 258 543 398 303 145 107 274 191 144 83 214 137 77 113 72 5930 66 101 158 124 5889 5742 707 298 409 370 236 259 133 126 5035 4708 167 327 95 248 75 173 4541 438 134 147 4103 79 100 95 72 94
is_linear=0
shrinkage=0.03


Tree=201
num_leaves=63
num_cat=0
split_feature=14 9 42 58 40 50 11 26 48 28 26 26 26 3 3 32 11 50 9 14 24 11 11 32 3 32 21 32 21 3 4 11 11 26 9 11 40 42 42 3 42 42 50 42 3 11 40 50 11 21 26 42 11 9 4 32 13 50 42 4 4 26
split_gain=0.341707 1.35651 2.1243 0.328049 1.76376 1.39 1.09544 1.12797 1.06747 1.05483 0.916856 2.2602 1.09573 1.36314 0.851673 1.20116 1.19464 0.880669 0.925597 0.828744 1.24241 0.911002 1.44826 0.910658 0.706984 0.684067 1.35816 0.667925 0.626338 0.538074 0.481427 2.32019 1.50375 1.00946 1.62183 1.61076 1.50089 1.35431 1.40342 1.21332 1.3718 1.10105 1.08456 0.908569 2.65256 3.36644 2.08876 2.65188 1.91262 1.89303 1.55862 1.37343 1.13044 0.835503 0.827801 0.789418 2.63633 1.3891 1.35554 1.82965 1.22221 0.904284
threshold=0.55694444444444458 0.27500000000000008 4.9763905204053005 1.0000000180025095e-35 1.0000000180025095e-35 2.4194005465518993 0.88420077387660712 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 10.500000000000002 0.34687500000000004 0.38750000000000007 0.16500000000000004 0.87986695528937953 2.7815080780430619 0.17500000000000002 0.65536398467432966 1.0000000180025095e-35 0.92654282814430633 0.87343563813268121 0.16500000000000004 0.41250000000000003 0.15000000000000005 0.35922697885096067 0.25000000000000006 0.34491139100437762 0.56250000000000011 0.22540322580645164 0.68816001945609639 0.66692775118394609 12.500000000000002 1.0000000180025095e-35 0.92890860664678476 1.0000000180025095e-35 3.885512953955101 4.5626574477361794 0.27543103448275869 3.376441577715048 3.4715620836455079 2.8153069638604364 3.7217279394998188 0.58750000000000002 0.92591708652102567 1.0000000180025095e-35 2.9797363981426757 0.91667064739399207 0.41866307262800395 9.5000000000000018 3.769702276078295 0.94856640057007624 0.17500000000000002 0.23746867167919802 1.0000000180025095e-35 0.90000000000000013 3.1307312134163801 4.8244373509905714 0.47434210526315795 0.39212852771166279 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 30 5 27 7 -6 9 29 -7 -12 13 -13 16 25 -15 -17 -19 23 21 22 -21 -14 -25 26 -16 -5 -27 -8 31 32 -2 37 -35 36 41 39 -39 53 -41 -36 -38 44 45 48 49 51 -42 -45 -47 -48 -51 -33 -32 56 58 -58 -56 60 -60 -57
right_child=3 2 -4 4 6 10 8 -9 -10 -11 11 12 19 14 15 17 -18 18 -20 20 -22 -23 -24 24 -26 28 -28 -29 -30 -31 54 33 -34 34 35 -37 42 38 -40 40 43 -43 -44 46 -46 50 47 -49 -50 52 -52 -53 -54 -55 55 61 57 -59 59 -61 -62 -63
leaf_value=0.035153593336796921 0.0029344459703966042 -0.023848765235233757 0.019405483377123119 -0.023205041257674006 0.0095687443822397526 -0.010823793472977006 -0.026840900016733813 -0.017271410348503553 -0.0012989710303933739 0.00042205665275518733 0.015738007900091368 -0.019425768536417292 0.026559917658582261 -0.0038171806016206503 -0.013874383349048117 -0.0078942629151128162 0.021702766385139589 8.5135968412711666e-06 0.01495891136174487 -0.0020671521909855087 -0.0069193733780795359 -0.0029745498332086622 0.027885232995908348 0.020463595054985666 -0.0010171167900307418 -1.0345555122966104e-05 0.0032697728150339082 -0.00011474545131160759 -0.027341931123125839 -0.0016413592435191152 -0.012283757738626815 0.0016106553301360341 0.030080973242627245 0.010895824430201925 -0.012285468198959282 -0.025603562905523385 0 -0.02544115477209262 0.00051166035330909698 -0.011253481965324257 0 0.01042400154128665 -0.021560533173718942 0.015115699025451092 0.02161865556820745 -0.024385389084789894 0.03513512596509042 0.00096431960475165755 0.010782156339404669 -0.011873976167446868 -0.0039220972059156953 0.0083093602244195385 0.0035738391686444219 0.019994587397620483 -0.0025050378149534341 0.0073111867657490587 0.018709662150744939 0.0037873297236549952 0.00097818878479175335 -0.015544228137161399 0.016489248961933937 -0.0022503472616267782
leaf_weight=1.0285832658410061 4.4927103705704194 1.7468438283540311 1.9365666967350987 3.0539005119353524 4.3476886246353414 5.1666227467358103 7.0879192939028108 1.811375261750072 5.2496269736438981 1.4684852287173278 9.2103490605950338 3.7059154678136101 2.848819915205242 2.4853883180767289 7.1554511003196266 5.3405139241367605 3.1799758486449718 11.462296549230816 5.9867568705230942 1.8004225324839325 8.0718178749084473 2.6045842934399843 3.4311026777140796 1.5760600538924334 4.1991625484079123 1.6528999377042044 8.5294794458895904 2.5626869667321444 2.6235532034188509 1.4650873485952614 5.2290324810892335 5.1683212593197805 3.8243498615920544 4.2761233290657428 2.2890043631196058 3.976551870815455 3.1466453550383449 3.2313410779461256 3.1727510057389736 7.450347375124692 123.1741722356528 6.7345169484615326 5.1298429677262902 5.0188401974737671 5.0169874243438235 6.6217229738831511 5.0681490078568476 9.0062838569283468 16.710458446294069 10.066664405167105 8.4432124458253366 3.823209673166275 6.3634298816323271 5.2262326404452324 84.682193266227841 8.9487897781655175 9.9964639279060084 15.784233501646666 9.9987797401845508 2.7985616344958535 9.9281042590737325 169.11813960038126
leaf_count=8 47 118 114 83 47 69 176 68 117 9 75 40 30 32 55 61 37 114 65 29 58 47 65 41 82 40 68 51 70 29 33 35 42 41 26 36 33 35 46 52 890 77 47 41 40 38 46 62 131 61 57 30 46 41 747 117 384 334 124 30 153 1696
internal_value=-8.18144e-05 0.00778104 0 -0.000146256 -0.00158915 8.24367e-05 -0.00933629 0.000436602 -0.0136203 -0.019336 0.00105016 0.00185785 7.53996e-05 -0.0023048 -0.000796381 -0.00237064 0.00973583 0.00212741 0.00558933 0.00535288 0.000840629 0.00955395 0.0167759 0.0127885 0.00432956 -0.00777375 -0.00424987 -0.0140673 -0.0185907 -0.023346 0.000140607 0.00111206 0.0165347 0.000560235 -0.00501979 -0.00856954 -0.00406341 0.00122875 -0.0120488 0.00165864 0.00111796 0.00387128 -0.0133093 0.0016213 0.000572085 -9.76826e-05 0.00571079 0.0132285 0.0013213 -0.000349351 -0.0135114 0.0246968 -0.00555917 0.0116231 -0.000630841 -0.000408047 0.00131232 0.00990389 -0.000708707 0.00568673 0.00909138 -0.00172851
internal_weight=696.706 4.71199 3.68341 691.994 118.078 96.6478 21.4302 6.15906 15.2711 10.0215 91.0312 85.8645 76.6542 52.1222 48.4163 42.751 5.66536 22.7896 17.4491 24.532 15.9079 7.83611 5.23153 8.62404 5.77522 19.9614 15.6849 5.61659 4.27645 8.55301 573.916 257.432 8.31706 249.115 25.5527 21.2766 17.3 223.562 6.40409 217.158 206.763 9.02352 8.27649 199.313 159.967 154.95 39.3466 17.8976 139.885 21.4489 15.0649 8.89136 16.4301 10.3946 316.484 311.255 133.188 25.7807 107.408 22.7254 19.9269 178.067
internal_count=7516 240 232 7276 1658 1212 446 115 331 214 1078 1009 934 582 542 473 69 240 179 352 199 141 94 153 123 233 123 134 110 205 5618 2000 89 1911 260 219 183 1651 81 1570 1494 103 80 1442 1156 1116 286 138 1021 148 95 76 107 76 3618 3585 1772 718 1054 307 277 1813
is_linear=0
shrinkage=0.03


Tree=202
num_leaves=63
num_cat=0
split_feature=0 15 42 1 4 50 3 1 17 1 3 3 11 47 47 5 11 3 26 4 14 11 4 0 43 42 14 48 42 43 4 43 4 3 11 26 1 42 3 1 43 26 11 1 40 0 11 11 14 13 3 3 14 34 14 34 47 0 5 9 11 1
split_gain=0.350184 1.18718 1.62762 0.333913 0.727762 1.18226 0.340213 3.34149 1.4475 1.40841 1.29751 1.89059 1.88582 1.79232 1.67168 3.4568 2.94627 1.41068 2.04861 1.42479 1.42372 1.20811 1.12682 1.01761 0.978842 1.20891 0.821534 1.02984 0.818844 0.802282 1.25484 2.00093 1.42983 1.52744 1.41324 2.40905 1.61182 1.85252 1.5371 1.22877 1.15012 1.15604 1.05762 0.972391 0.943322 2.44587 2.84553 2.59652 1.58391 1.45717 1.94283 1.81339 1.29047 1.25484 1.51982 1.0485 1.02201 0.996817 0.867993 0.804714 1.86185 2.91583
threshold=51.500000000000007 1.0000000180025095e-35 5.0009086044551614 5.1200721840520744 0.45049019607843144 2.9797363981426757 0.079473684210526321 4.8218426205347829 1.5000000000000002 4.7037836835244127 0.1012820512820513 0.11651583710407241 0.68872574916131091 3.5000000000000004 4.5000000000000009 0.046693482230278659 0.76190747543345394 0.099019607843137278 10.500000000000002 0.28759398496240607 0.69716905901116444 0.7341930616099307 0.39990933816863111 30.500000000000004 1.0000000180025095e-35 4.3751111872189599 0.71682389937106927 1.0000000180025095e-35 4.500814583693912 0.074999999999999997 0.28062500000000007 0.52500000000000013 0.20761494252873566 0.29864864864864871 0.75413596120821635 9.5000000000000018 3.7789382144677948 3.8753381686865334 0.16609637741713215 3.4432538023143779 0.62500000000000011 8.5000000000000018 0.77999433596402612 4.927030492346792 1.0000000180025095e-35 39.500000000000007 0.73880788565247513 0.68549313361399677 0.68120471014492767 1.0000000180025095e-35 0.36250000000000004 0.48750000000000004 0.6608656174334141 1.0000000180025095e-35 0.76154939587775416 1.0000000180025095e-35 2.5000000000000004 24.500000000000004 0.35599078341013829 0.17500000000000002 0.92486201952626634 3.7385744636323821
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 7 8 -1 23 13 12 -12 28 16 -16 17 19 22 -15 -21 -14 -19 26 25 -25 27 -10 -8 44 32 34 33 -31 36 43 -32 -38 -39 -35 41 -41 -37 -36 58 47 56 48 57 50 52 -52 -48 -50 -55 -51 -47 -46 59 -13 -61 -62
right_child=1 2 -4 4 -6 -7 10 -9 9 -11 11 29 21 14 15 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 30 31 -33 -34 39 35 42 37 38 -40 40 -42 -43 -44 -45 45 46 49 -49 53 55 51 -53 -54 54 -56 -57 -58 -59 -60 60 61 -63
leaf_value=0.013964965828565306 -0.027598382389829888 -0.01665135502068572 0.02397016659431336 0.025254935787964516 -0.0061161482219438791 -0.00066059437928969484 0.027183794739521989 -0.014134869124575717 -0.00080483196129320941 0.011100317354033435 -0.027901848373148682 -0.0018419478651067441 0.0081924204359981739 0.0020524994562679121 -0.0077000586595910026 0.030382176303591444 0.02105229429711029 -0.020704229320654677 0.017964208974325661 -0.023178839137088163 0 -0.01366464665565276 0.0046105863613133576 -0.027474579093921786 0.0041858177079029711 -0.0055336416570911044 -0.0086926399737178982 0.018383165947116101 0.0054306406699976212 0.019024108389326458 -0.0077582695629123061 0.031831578675507254 -0.01307344218932616 -0.012068584482042661 -0.027753965835370351 0 0.029622596823899103 0.01554363302609031 -0.0013795742050943089 0.0068100586220377467 -0.013558523535530899 -0.0007939634275434431 0.021086604334094369 -0.0031594819117814472 -0.0014363868035389376 0.0026021454741958854 0.0019616383369427618 -0.02003037461919159 0.0087154077717049722 0.0021471638940335825 -0.0059784350496293794 0.0027709009506263404 0.020231761231156817 -0.022061493860514175 0.0021358259410996071 -0.014298932626798114 0.028384529929336908 0.024179375339956129 0.014997890198809923 0.00058298408912579858 0.028963397855282499 -0.0003856535848131974
leaf_weight=7.2946373494341961 1.6140444413758803 1.6033243953716012 1.4898756986949591 2.8135833712294689 2.2242837026715279 2.4271775241941214 4.1294754920527321 15.553056283853946 4.7575241606682557 7.1118296841159454 4.1503978539258233 106.35470053181052 4.0444486215710622 4.882961277849982 3.334365076851098 4.7112179510295391 4.3577280361205331 2.9419514741748554 4.6703748134896159 7.9103951202705485 3.6656551575288177 4.3994440548121929 2.4690223857760429 3.5922710224986067 3.2689635436981908 8.4716312782838923 3.6046640733256927 4.0743173602968454 3.9359689224511385 3.8528081690892568 3.9721311964094665 2.4359792107716194 6.7870981660671523 6.5934317647479466 3.1845342172309783 6.341280001215635 4.2971271676942733 9.1696814140304941 8.7051893435418588 29.22352310270071 4.1547483652830115 43.272295612841845 3.0324066625908017 3.749440910294652 1.8392613409087122 3.0971357971429816 10.526586298830809 13.346009393222628 2.5962811363860938 3.9234563140198597 49.938878396060318 35.860700621269643 5.7789349565282455 5.9565051756799221 3.0361542124301195 12.528948666527867 3.6851732283830643 2.6038093818351626 3.4167572632431975 151.74978086864576 5.303849043324588 5.939003074541688
leaf_count=71 41 110 100 41 29 35 46 158 41 66 41 1040 30 55 44 51 44 26 57 93 40 32 42 30 41 114 31 32 45 39 66 56 65 60 24 66 48 110 118 258 28 388 30 43 39 29 103 150 57 65 505 348 48 58 55 127 54 35 23 1682 56 57
internal_value=-7.84606e-05 -0.00806683 0.00136002 -1.30479e-05 0.00620284 0.0125667 -9.14972e-05 -0.00229566 0.00197477 -0.000427002 0.000102898 -0.000277241 -0.0116819 0.0048922 0.00201319 0.014068 -0.00100311 -0.0049792 0.00337957 -0.0104383 -0.016162 -0.00255411 -0.00833116 -0.00365197 -0.00886226 -0.0128978 0.00233553 0.00759375 0.0176824 -8.95828e-06 0.00196049 0.00607409 0 0.00103017 0.00431306 -0.00231661 0.00866233 0.0119153 0.00704589 8.18446e-05 0.00123378 0.00219903 0.00712062 -0.0157573 -0.000662938 -0.00253766 -0.000654163 -0.0103119 -0.0017049 -0.00179342 -0.00038928 -0.00225386 0.00896706 -0.00784965 -0.0133704 -0.010038 0.0178821 0.0126781 0.000379546 0.000160858 0.00150514 0.0131997
internal_weight=695.758 4.70724 3.0932 691.051 7.46504 5.24076 683.586 57.7289 42.1758 34.8812 625.857 578.848 12.5943 47.0091 38.9437 8.04558 30.8981 26.5404 10.0813 16.459 11.5761 8.44389 5.41097 27.7694 15.3329 12.0639 12.4365 8.83184 8.06544 566.254 138.772 44.8878 93.8839 87.0968 42.4518 16.3077 26.1441 22.172 17.8749 83.244 76.6506 72.4958 9.37369 6.93398 427.482 154.718 125.34 29.378 16.032 118.558 102.105 85.7996 16.3055 11.5889 8.99266 16.4524 6.78231 4.44307 272.764 269.347 162.993 11.2429
internal_count=7516 251 210 7265 105 76 7160 584 426 355 6576 6033 103 543 452 95 357 313 125 188 133 62 68 289 185 144 104 73 91 5930 1399 561 838 773 505 163 342 276 228 734 674 646 96 67 4531 1673 1279 394 244 1196 1004 853 151 170 113 192 83 74 2858 2835 1795 113
is_linear=0
shrinkage=0.03


Tree=203
num_leaves=63
num_cat=0
split_feature=14 9 49 43 1 1 3 53 1 47 9 14 1 9 9 3 48 28 14 14 46 14 50 1 49 1 50 1 1 14 27 3 14 1 14 3 1 14 4 3 1 43 1 14 14 1 3 3 50 3 17 50 3 1 1 14 43 3 50 14 1 50
split_gain=0.328824 1.26829 0.740679 0.34927 1.99494 1.05327 0.912703 0.428675 1.23327 1.31632 0.901577 1.07383 1.34275 0.745434 0.52051 1.83632 1.53688 1.14182 1.43388 2.2269 2.80989 2.47125 1.27747 1.13828 1.09114 1.53016 1.18323 2.16587 2.09594 1.10573 1.83749 2.8711 1.67633 2.03213 1.58359 1.03829 1.44279 1.22164 1.03904 1.03438 0.948476 2.17016 0.987257 1.08387 1.10955 1.90216 1.32267 0.78647 0.679539 0.662339 3.45475 2.08631 1.33243 0.906947 1.87296 1.71222 1.56297 2.19031 1.87429 1.21649 0.625811 1.16035
threshold=0.55694444444444458 0.27500000000000008 0.19000000000000003 0.52500000000000013 4.2714664839669494 3.6794269646841418 0.1236388219978657 1.0000000180025095e-35 4.2912852276227893 3.5000000000000004 0.37500000000000006 0.67278338945005622 4.4890211516737262 0.32500000000000007 0.12500000000000003 0.51250000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.60676291793313075 0.62152509652509658 1.0000000180025095e-35 0.66185031185031196 3.2806961417784364 3.3697022760782955 0.12000000000000002 3.5636629030736411 2.8153069638604364 3.4855547771300555 3.4334948141752979 0.64346246973365628 1.0000000180025095e-35 0.43750000000000006 0.62693960372403923 3.7197022760782956 0.67879188712522065 0.10275263951734541 3.7967622390330522 0.63859338061465731 0.30151515151515157 0.29864864864864871 4.9554551764248354 0.17500000000000002 4.8353876939440843 0.62414383561643849 0.64902948861515497 3.5712391892834718 0.43750000000000006 0.48750000000000004 2.9797363981426757 0.43750000000000006 1.5000000000000002 2.7815080780430619 0.46250000000000008 4.420773815517415 4.6250269199402787 0.72137002341920387 0.32500000000000001 0.36250000000000004 3.4150731631156739 0.72456896551724148 3.637649039618045 3.315707808323157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -6 13 -9 -10 -11 12 -12 14 23 16 17 49 -19 22 39 -22 -20 -2 26 -26 28 -28 -25 32 34 -32 47 -34 -31 -29 37 -37 -38 -21 42 -42 43 -18 45 -45 -46 -30 -17 53 -51 -52 -53 56 59 -56 58 -58 -16 -55 -27 -62
right_child=3 2 -4 4 6 -7 -8 8 9 10 11 -13 -14 -15 15 48 40 18 19 20 21 -23 -24 24 25 60 27 35 29 30 31 -33 33 -35 -36 36 38 -39 -40 -41 41 -43 -44 44 46 -47 -48 -49 -50 50 51 52 -54 54 55 -57 57 -59 -60 -61 61 -63
leaf_value=0.033903146640254414 -0.017606974267255077 -0.02012194358479474 0.0075558819216534016 0.0080488108484203808 0.0004762093493418635 -0.015072651501640121 0.032107020517340788 0.011819699883956225 0.0086110069926222284 -0.022661055026902369 -0.028910996771708351 0.0051416495489664754 0 -0.010167222832946526 -0.0027073558465684467 0.022031943731954433 -0.018278269805103695 -0.0067330438577505531 0.027515540520131485 0.0068768830864049946 -0.0055307425455385691 0.0077999113669219048 0.0023265600596161645 -0.023272018039462009 0.016282162967694559 -0.0065129376480619989 0.014859623277271876 0.005231546129187691 -0.004463633761862873 -0.0099837379495132349 0.025892096339346082 -0.0011252064389360092 0.025192634254560434 0 0.0015674995163156619 -0.0079974209816349468 -0.017857941761369629 0.00030521616579846158 -0.0023311748450776239 0.032252722247988377 -0.0054646327634515213 0.025457586368473079 -0.013176950309733019 -0.013364304771375833 -0.0016371116185172343 0.01669144477639806 -0.017375580663012136 0.0063432294682603816 0.0039517299370113957 0.023677371407362962 -0.014708124823662379 0.015340707935964575 -0.00091806645689083098 0.012276320057507581 -0.0017251324348521759 0.01219688780474926 0 -0.031001655478951645 0.011001787418356005 -0.0036494357240704177 -0.0043144539892697115 0.0072592101152240025
leaf_weight=1.0425474494695652 3.5427974369376889 1.0642360739875587 2.5102365191560239 2.6812999229878169 1.7721369778737424 3.7752105123363435 2.482820893637836 2.9977498687803772 2.9396098162978914 4.8575979806482765 2.5649383254349232 3.9536109324544668 2.2420714516192675 6.3437181496992698 85.422676468268037 4.5723696434870345 3.7651793323457232 8.4025956131517869 6.1492624673992378 3.7488072924315921 25.254042282700539 24.183810830581933 3.3665011515840888 3.007727879099547 6.7424354106187812 7.7616625889204434 4.7035443913191548 6.8971328381448975 11.636573912575843 22.107144756708294 4.952487062662839 10.049940779805182 6.7547004465013725 4.3742519384250045 18.93649994302541 31.084243119694293 14.206877146847548 29.808522580191493 6.7061432506889096 3.6251007989048958 4.8602148536592713 3.030987081117928 10.455965116620062 2.2955252602696401 42.07365475827828 6.2853599255904555 5.4563093399628988 11.857032189145682 4.8754846826195717 6.3922382611781385 6.7709995545446899 6.4455413892865208 12.346225412562488 19.375174785964195 86.57461657654494 8.520989944227038 4.2889214782044274 3.7764458991587162 9.7289430899545533 4.7574175158515564 11.807804496027531 20.14268346875906
leaf_count=8 33 66 166 25 24 37 44 34 44 62 32 63 32 61 1030 52 26 82 66 28 244 268 36 30 70 75 52 56 105 201 51 76 79 45 191 278 103 308 58 34 43 35 87 19 422 71 44 120 44 81 66 76 123 257 1011 94 49 29 125 55 108 182
internal_value=-7.44253e-05 0.00771548 0 -0.000137419 0.00516435 -0.00461592 0.0208928 -0.000231278 -0.0045923 -0.00802729 -0.0121257 -0.00523899 -0.0148394 -9.16702e-05 0 0.000647404 0.000325765 0.0012378 0.00449775 0.00602665 0.00361219 0.000874571 0.019453 -0.00111252 -0.000821772 0.0032376 -0.00186417 -0.0042563 0.000461132 0.00136394 -0.00115274 0.00762216 0.0055934 0.0151056 -0.00452705 -0.00536857 -0.00634603 -0.00384717 -0.0132324 0.0206664 -0.00342855 0.00600664 -0.00458627 -0.00294736 -0.0017508 0.00784648 -0.00363479 0.000744774 0.013599 0.000253842 0.00429126 -0.00046972 0.00444556 -0.000302532 0.00144765 -0.000391716 -0.00238112 -0.0149628 -0.00122258 0.008886 0.000802033 0.00279513
internal_weight=695.109 4.61702 3.57447 690.492 10.7115 6.45651 4.25496 679.781 19.5556 16.5578 13.6182 8.76062 4.80701 660.225 653.882 416.801 407.354 329.13 74.7301 66.3275 56.8118 49.4379 9.51576 237.08 233.537 46.4546 187.083 93.4065 93.6764 90.6686 56.0461 15.0024 34.6226 11.129 41.0436 88.7029 81.8058 60.8928 20.913 7.37391 78.2232 7.8912 70.332 59.876 56.1108 8.58089 47.53 23.4936 9.44785 254.4 31.955 25.5628 18.7918 222.445 119.228 95.0956 103.217 8.06537 95.1516 24.1326 39.7122 31.9505
internal_count=7516 240 232 7276 130 62 68 7146 267 233 189 127 64 6879 6818 4597 4501 3754 758 676 574 512 102 2221 2188 435 1753 855 898 868 519 127 349 124 392 803 747 586 161 62 747 78 669 582 556 90 466 225 96 2996 346 265 199 2650 1417 1105 1233 78 1155 312 365 290
is_linear=0
shrinkage=0.03


Tree=204
num_leaves=63
num_cat=0
split_feature=0 49 42 43 43 21 3 14 53 42 47 42 9 42 14 9 3 50 21 3 28 3 31 0 34 14 31 42 50 42 43 21 3 3 21 21 42 42 42 14 14 3 43 42 14 42 14 12 31 2 14 14 12 14 50 21 21 21 21 31 17 12
split_gain=0.341595 1.1095 0.862324 0.688623 0.31599 2.15657 0.975792 0.603946 0.427432 1.30571 1.28511 0.883851 0.666844 0.788108 0.652865 0.552327 1.6865 1.09736 1.6423 1.51137 1.10432 1.29642 3.05961 3.96339 1.17871 1.31288 1.16659 0.961805 0.950389 0.915398 1.13243 1.29493 1.66194 1.1732 1.06056 1.69561 1.05613 3.51053 1.33662 1.93603 1.06476 1.03478 1.01706 0.990439 0.788534 0.707496 1.00043 0.951197 1.42884 0.885497 0.671578 0.670867 1.94463 1.56949 2.10371 1.20684 1.15979 2.33363 1.15828 1.06923 2.34873 1.02627
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.17500000000000002 0.52500000000000013 0.34854256669754402 0.12060606060606062 0.64530791788856312 1.0000000180025095e-35 4.5184800837290524 3.5000000000000004 4.3038690757349274 0.32500000000000007 3.5538288087861587 0.67327315541601263 0.12500000000000003 0.51250000000000007 1.9276964374892214 0.41096404744368098 0.43750000000000006 1.0000000180025095e-35 0.41250000000000003 1.0000000180025095e-35 38.500000000000007 1.0000000180025095e-35 0.60776772247360489 0.12000000000000002 3.735056698925844 3.9808339139237336 3.8074466511864684 -0.27499999999999997 0.32321967233550775 0.41250000000000003 0.072751322751322761 0.34697135395913403 0.36285815454412707 3.6656344265871388 3.6930544678997941 3.6539288864799304 0.63771551724137943 0.64346246973365628 0.5375000000000002 -0.27499999999999997 3.4937425525307249 0.66565040650406515 4.6022328364453351 0.65155075187969935 0.32500000000000012 0.16000000000000003 3.5000000000000004 0.70620204603580572 0.69096016343207367 0.32500000000000012 0.67759856630824389 3.3973861251426389 0.30158932315388387 0.35673034209821386 0.3313073700424054 0.43485113803914732 0.16000000000000003 1.5000000000000002 0.52500000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 8 6 -6 -8 12 10 -10 -12 15 -14 -13 28 17 18 19 45 51 22 23 -22 44 -26 -23 -18 29 30 31 43 -33 -32 -34 -36 38 40 39 -35 -38 -39 -31 50 -24 47 49 48 -17 -47 -1 53 56 -19 55 -55 57 -53 -58 61 -61 -54
right_child=1 2 3 -5 5 -7 7 -9 9 -11 11 14 13 -15 -16 16 27 20 -20 -21 21 26 24 -25 25 -27 -28 -29 -30 42 33 32 34 36 35 -37 37 41 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 52 59 54 -56 -57 58 -59 -60 60 -62 -63
leaf_value=-0.010230032336777918 -0.02561898812252348 -0.018657569535684052 0.025198294382781029 -0.0051269745462162253 0 -0.01187070037266505 0.0063739967033207964 0.03260811960510495 0.016907727058218417 -0.016264409884259624 0.0093134296954292869 -0.016726504422938656 0.00061912456324832795 -0.018688165211420638 0 -0.01143534369886158 0.019440175798684043 0.0002942934685512296 0.013687735408785715 -0.022612642962478394 0 -0.015843346943874789 0.016152779379103581 0.034455844241655202 -0.0159836427937293 0.0021133258710513748 0.0029128511866153119 0 0.012938694388402316 0.0035526976126111364 0.01466402967811465 0.017484457583327003 0.011529534511956038 -0.0055998831490507439 -0.022267705425995696 -0.001885514351223179 0.029463919630971357 -0.003304700097878067 -0.014598616960972229 0.00309956413842471 0.0080781017282206009 0.006187889870909135 -0.011500331008697962 -0.020419435403261684 -0.00053754853386008428 -0.01807011580314398 0.012556119750793361 -0.014485281334725613 0.0095317089102968655 0.00064597183466361357 0.0040548548052376553 -0.010146294504587646 -0.0039952868840276877 0.023022579784376388 -0.0079590998217528523 0.0016378918030937313 -0.0324551002228399 0.015582031839983503 -0.0013583412250200366 -0.0045844637589291803 0.015393014164742076 0.010182106125702431
leaf_weight=7.5132936649024504 1.7769729867577542 0.81716650631278787 1.4269370923284443 0.5843294272199272 2.0709021063521487 3.7906176061369479 2.2165655917488039 2.6028808690607548 3.1183982789516476 5.7171607799828044 2.5779820568859568 4.6271471902728063 2.7260652966797343 3.5165256876498461 3.4395241066813469 5.8127703843638319 6.5494618117809278 184.68635227577761 3.9213829785585395 4.2740775654092422 4.9503178941085917 4.8669198527932149 8.1130203846842033 6.6952518131583929 3.7400801554322234 40.41571812517941 6.1756085380911827 2.9121306138113141 4.038638004101812 4.7024390418082502 4.9168286593630901 3.6348931156098834 3.3849044460803297 41.784726925194263 4.3841226994991329 23.477884346153587 4.8125353585928661 31.923896882683039 6.7092811968177548 50.151693698950112 5.755060457624495 14.981538373045622 14.656290442682801 6.5970376990735522 2.6858870601281515 2.6927022226154778 4.6293708169832817 9.0521904192864877 5.3870562007650733 8.1622565612196922 3.932272320613265 16.419311949983246 33.654536251910031 8.0207132957875746 3.8678192161023608 4.2817940572276703 3.235596749931573 3.589781097136437 2.2173420144245028 8.9003950906917453 11.512357161380351 4.9594653435051432
leaf_count=57 83 61 85 22 27 39 31 33 39 89 32 60 26 34 47 74 64 2089 58 34 79 30 115 90 26 338 47 32 43 51 37 49 32 391 34 224 56 303 53 446 64 141 163 51 48 17 56 90 51 108 29 167 363 108 43 57 53 32 25 105 142 43
internal_value=-7.07064e-05 -0.00804325 0.00198021 0.0140077 -6.49849e-06 0.00505561 0.0152858 0.0224726 -9.63657e-05 -0.00445506 0.000183528 -0.00438409 2.45091e-05 -0.00956811 -0.00960683 0.000128183 0.000794555 0.000484869 -0.00395439 -0.00589217 0.00104055 0.00421094 0.00583077 0.0197468 0.00271209 0.00038005 -0.00495491 0.0132067 -0.00101522 -0.00129333 -0.000693782 -0.0045042 -0.000921833 0.000525334 -0.00335138 -0.00544234 2.34723e-05 0.00328709 -0.00182008 -0.000792751 0.0187409 -0.000132005 -0.00753809 -0.011015 0.0115218 -0.00361072 0.000877849 -0.00731099 -0.000833688 -0.00369695 -0.0048217 0.000154522 -0.00206066 0.00111728 0.010032 0.016205 -0.00897661 -0.00512502 -0.021367 0.000841574 0.00643136 -0.00197672
internal_weight=694.748 4.60541 2.82843 2.01127 690.143 10.681 6.89035 4.81945 679.462 19.4802 13.7631 10.6447 659.982 6.24259 8.06667 653.739 416.382 406.92 43.9318 40.0104 362.988 77.6428 66.6003 11.6456 54.9547 44.1558 11.0425 9.46159 237.357 233.319 213.96 52.9244 34.8818 161.036 31.2469 27.862 156.119 57.473 98.6457 91.9364 10.5676 46.9054 19.3587 18.0426 10.7989 35.7363 15.4843 20.252 11.1998 10.855 11.4456 285.345 84.4888 200.857 16.1703 12.3025 25.462 20.0091 5.45294 59.0268 20.4128 38.614
internal_count=7516 251 168 107 7265 130 91 64 7135 267 178 139 6868 60 107 6808 4584 4488 488 430 4000 773 696 169 527 364 77 96 2224 2181 1967 476 339 1491 290 258 1454 564 890 837 120 444 214 137 163 396 181 215 125 125 86 3227 930 2297 208 165 277 199 78 653 247 406
is_linear=0
shrinkage=0.03


Tree=205
num_leaves=63
num_cat=0
split_feature=0 15 42 1 1 14 43 43 3 43 14 14 4 4 43 3 14 1 42 3 50 4 50 1 53 3 3 1 11 41 49 1 1 43 3 12 1 50 11 11 50 31 31 1 12 31 14 12 14 1 47 21 27 17 5 13 50 37 50 1 4 1
split_gain=0.332698 1.11289 1.50948 0.316261 1.09181 0.548415 0.510333 0.482018 0.998878 2.79954 1.44269 0.984324 0.973576 1.33593 1.36725 1.592 1.10048 1.19591 2.41414 1.35528 1.4852 1.38393 0.887932 0.746813 0.718884 0.980297 1.24081 1.26955 1.94967 3.97001 1.38777 1.29972 1.15287 1.07797 1.11761 2.00944 3.62979 2.24537 1.93057 3.09948 2.40276 1.71126 2.88222 1.10339 1.04587 1.53992 1.45217 1.21723 4.39011 2.10297 1.38718 1.13662 2.54858 1.92786 0.970716 1.96116 1.56868 1.62332 1.18803 0.959972 0.924203 0.897452
threshold=51.500000000000007 1.0000000180025095e-35 5.0009086044551614 3.342730752564798 3.3697022760782955 0.5796825396825398 -1.0000000180025095e-35 0.074999999999999997 0.12060606060606062 0.25000000000000006 0.62233560090702966 0.6503424657534248 0.28062500000000007 0.20761494252873566 0.62500000000000011 0.34687500000000004 0.61611054937647458 3.7789382144677948 3.8753381686865334 0.16609637741713215 2.2053316966240444 0.34330357142857149 3.1963557881865921 4.5724503550461275 1.0000000180025095e-35 0.1012820512820513 0.084523809523809543 4.8218426205347829 0.7130146705995698 1.0000000180025095e-35 1.0000000180025095e-35 4.8341389671286441 4.5845731102501741 -0.12499999999999999 0.13310480342311679 0.52500000000000013 4.6671121786567591 2.4194005465518993 0.72089874767532247 0.68273594447144703 3.3361473422153938 0.35000000000000003 0.32500000000000007 4.9471272958050703 0.52500000000000013 0.23000000000000004 0.64956140350877212 0.22500000000000006 0.62981481481481494 4.308349957457783 3.5000000000000004 0.41741475425163055 1.0000000180025095e-35 1.5000000000000002 0.28388278388278393 1.0000000180025095e-35 2.9242685963818378 1.0000000180025095e-35 2.4194005465518993 4.4088829776660585 0.31142241379310348 4.6250269199402787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 -6 24 9 11 -11 -9 13 14 15 -10 -14 -18 -19 21 -21 -20 -12 -24 25 26 27 28 30 -30 32 -29 -7 34 38 41 37 -37 39 -27 -41 42 -36 -40 47 61 -47 48 50 -50 -35 53 -53 -49 55 -28 58 -58 -57 60 -26 -46
right_child=1 2 -4 4 5 7 -8 8 12 10 22 -13 16 -15 -16 -17 17 18 19 20 -22 -23 23 -25 59 33 54 31 29 -31 -32 -33 -34 44 35 36 -38 -39 43 40 -42 -43 -44 -45 45 46 -48 51 49 -51 -52 52 -54 -55 -56 56 57 -59 -60 -61 -62 -63
leaf_value=0.0052272711334918768 -0.027244038958715432 -0.016242360803605135 0.023537011177669837 -0.013390396686816946 0 0.0051507851126160404 0.014774249846564072 -0.00030957496241345103 0.018546880038301572 0.010150800574230694 -0.0014922470364566332 0.021929443752461357 -0.010505509447768829 -0.012116021204975982 -0.013633584006509099 0.0014618522740996573 -0.0069910791144395757 0.029283419853011208 0.030842016711900403 -0.014171718665107226 0.0056466763374250131 0.0071551320254979438 -0.0040155866212747112 -0.020398262165273892 0.01314042792757073 -0.017034790600088303 0.023795159181246896 -0.024651273265944091 0 0.035979758331396113 -0.018199542046826601 -0.0017588094240753708 -0.014148949576548936 0 0 -0.016128346840580191 0.028520337544708403 0.0077155315706806758 -0.017643692584253797 0.031043064807371852 -0.003724000395575887 -0.017055371138441466 0.026677571233626365 0 -0.0066101572096513338 0.015524863061006264 -0.009511674375272618 -0.0085312414868949932 -0.025097525966835267 0.0037215425315591426 0.028326238501282547 0.00043727108146004052 0.028184385128021096 0.00029511416731587911 -0.0044665376206557087 0.0082358081737005148 0.024202855527010063 -0.00055489390982263313 -0.012737837811351396 -0.013220091611456458 -0.0099403207488665789 -0.021047303144588629
leaf_weight=10.005371350795029 1.5508027663454402 1.550336567219347 1.4272558474913237 5.312405062839388 4.1402556207031012 13.750685591250663 4.1459660306572896 2.1495168274268535 5.1953972158953539 2.9043180886656073 7.354842769913378 4.1986674927175045 2.863653802778571 6.5648254361003628 4.6020069345831862 72.716936358250678 4.0069476114585987 4.6795808952301732 2.8795021637342897 4.6543635083362451 11.145254225935785 13.648947563022373 4.9214757494628421 9.4336729058995825 3.1007124036550513 3.5635259598493594 6.7286626249551835 3.1491680368781081 7.279722963459788 4.0136938635259867 3.890397264622151 8.8783696992322785 3.2224783003330222 2.7469867104664472 170.31262866174802 4.2814289852976861 6.266972428187727 15.908226303756235 10.46046659350395 3.9439809499308467 2.5936878742650151 4.918600868433713 3.5167885068804017 4.1975812930613747 12.161459223367279 3.9501746268942943 3.7797979861497879 28.848156412597746 9.8835493191145343 2.4381725490093222 2.4925275817513466 16.761374094989154 3.5565517907962194 90.461420250125229 4.2503875419497481 3.7037961781024951 5.0458839694038016 3.518533674068749 5.5714923636987805 8.9063357347622496 2.6045054495334625 7.4682083874940863
leaf_count=108 41 110 100 53 44 143 45 24 57 38 73 51 44 64 31 645 71 57 40 44 148 151 52 75 41 45 58 33 64 44 44 93 30 35 1764 33 66 157 92 51 25 40 45 39 134 37 23 316 114 33 32 215 38 969 26 55 66 50 75 138 31 56
internal_value=-6.80566e-05 -0.00800013 0.00121826 -4.97106e-06 -9.23379e-05 7.4685e-06 0.00759354 -8.01545e-05 0.00132072 -0.00343699 -0.00817425 0.0137035 0.00247723 0.000596222 0.001707 0.00272251 0.00613981 0.00749291 0.00925154 0.0060052 0 0.0119598 -0.0109699 -0.0153263 -0.00054976 -0.000338861 0.00284214 -0.000190909 0.00278317 0.0127957 -0.00242176 -0.0085486 0.0010151 -0.000914663 0.000433601 0.00118574 0.00887005 0.00225632 -0.0055193 0.00408955 0.0166583 6.20887e-06 0.000542499 -0.0125107 -0.00262585 -0.00807449 0.00259476 -0.0016303 -0.0090547 -0.0189474 0.0129481 -0.000641995 0.00581408 -0.00179953 0.0076684 0.0100291 0.00429811 0.0135664 -0.00373238 -0.00708174 0.00160792 -0.0125623
internal_weight=694.179 4.5284 2.97759 689.651 679.646 674.333 8.28622 666.047 163.92 30.9625 24.6143 6.34818 132.957 89.0792 82.5143 77.9123 43.8782 41.0146 37.0076 32.3281 15.7996 16.5284 21.71 14.3551 502.127 487.516 73.0033 44.1845 32.157 11.2934 20.8636 12.0275 16.9732 414.512 229.964 205.205 26.4566 20.1897 24.7592 10.1012 6.53767 178.748 173.829 14.658 184.548 27.3596 7.72997 157.189 17.5612 12.3217 5.23951 139.628 20.3179 119.31 28.8188 24.5684 17.8397 8.56442 9.27529 14.6116 5.70522 19.6297
internal_count=7516 251 210 7265 7157 7104 89 7015 1665 313 238 75 1352 797 733 702 555 511 440 383 192 191 200 127 5350 5140 781 451 325 108 217 126 173 4359 2357 2105 256 190 252 121 76 1849 1809 131 2002 250 60 1752 214 147 67 1538 253 1285 330 304 246 116 130 210 72 190
is_linear=0
shrinkage=0.03


Tree=206
num_leaves=63
num_cat=0
split_feature=0 15 42 26 13 0 24 32 26 3 37 42 0 32 42 47 9 32 42 32 13 32 1 0 4 4 9 1 13 5 13 5 12 26 47 1 1 17 3 1 1 26 1 1 9 3 26 1 1 28 3 32 42 42 3 4 32 26 26 26 26 26
split_gain=0.320717 1.0751 1.46601 0.341194 1.00472 1.85721 1.31938 1.95932 2.5426 1.41685 1.28866 1.16471 0.950193 0.868208 1.33469 1.49246 1.24088 1.0433 1.03142 2.68962 1.59775 2.04923 1.39509 1.48521 1.11266 1.05752 1.54926 1.20805 1.05629 1.04588 1.01445 0.997295 0.926004 1.13779 0.961958 1.17938 3.77318 2.13449 2.72193 1.63756 1.54367 1.052 0.941617 0.916577 1.40017 0.90888 0.905667 1.17222 1.51844 0.872829 2.02212 1.51107 3.6577 1.64887 1.63106 1.13545 1.06389 2.97286 2.61055 2.19337 3.80156 3.55882
threshold=51.500000000000007 1.0000000180025095e-35 4.9763905204053005 8.5000000000000018 0.70000000000000007 24.500000000000004 1.0000000180025095e-35 0.15000000000000005 7.5000000000000009 0.18634259259259262 1.0000000180025095e-35 4.352747819918128 27.500000000000004 0.15000000000000005 4.8341389671286441 2.5000000000000004 0.32500000000000007 1.0000000180025095e-35 3.9303249852141158 1.0000000180025095e-35 0.70000000000000007 1.0000000180025095e-35 4.5145532045140984 27.500000000000004 0.43449656750572091 0.28269230769230774 0.27500000000000008 4.8726189978199859 1.0000000180025095e-35 0.01941930618401207 0.90000000000000013 0.033908045977011504 0.17500000000000002 10.500000000000002 4.5000000000000009 3.5096293531157179 3.4792268092965979 1.5000000000000002 0.51250000000000007 3.6794269646841418 3.4240587203982549 10.500000000000002 3.7345066141412255 3.6355547771300549 0.17500000000000002 0.15606708256315469 10.500000000000002 4.5845731102501741 4.3391259730569631 1.0000000180025095e-35 0.43750000000000006 0.17500000000000002 4.3751111872189599 4.8531873157228071 0.18634259259259262 0.32697368421052636 0.17500000000000002 9.5000000000000018 12.500000000000002 11.500000000000002 9.5000000000000018 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 8 9 10 -6 -9 -7 14 18 -16 49 -17 19 25 22 30 23 24 -20 32 27 46 31 -30 -22 45 33 -5 35 36 40 38 -37 -39 -34 -36 -43 -21 -45 -24 -27 48 -48 56 51 53 -53 54 -51 -54 58 -58 59 60 -15 -62
right_child=1 2 -4 13 6 12 -8 11 -10 -11 -12 -13 -14 16 15 17 -18 -19 20 43 21 -23 28 -25 -26 26 -28 -29 29 -31 -32 -33 34 -35 41 37 -38 39 -40 -41 -42 42 -44 44 -46 -47 47 -49 -50 50 -52 52 55 -55 -56 -57 57 -59 -60 -61 61 -63
leaf_value=-0.014902357878190374 -0.02702440694879003 -0.02138411977851943 0.018926502358516829 0.020228449215423727 0.0095674762390293641 0.013271050462939969 0.020878846402471007 0.034923785777909444 -0.02731783834742791 0.01471466990890904 -0.012430497448687362 0.0040980398868892993 0.00035273803362714351 0.0076578994726940897 -0.0072016949488151972 0.018366411186841871 -0.015803260257178264 0.0014872593118831243 -0.01520136913695965 0.024861271213154665 0 -0.0081474405822347523 0.013442979956729129 -0.029424942800127731 0.010968944827812225 0 0.024807763300690625 -0.014529166458760043 -0.028424376203747954 0 0.019515585705069883 -0.010104046807030774 -0.0063339827597308166 0 -0.015817897325627769 0.020739191949627572 -0.027133054158059541 0.0036585421555089003 -0.0078173420334720564 -0.0056700192753398378 0.016923852912535765 0.0080414152284112306 -0.011385815994288468 0.017041150441686945 -0.0036575803492309837 -0.0028456619251383585 0.021944505831230261 0.032159683853152689 -0.01323434508848957 0.021071754394599261 0.016659837194053395 -0.01672241430161072 0.01803920194907346 -0.0078435214060887833 0 0 -0.028861599422444043 0.00043702781469149839 -0.02862544500629478 0.0021486145989882605 -0.032207065209724578 -0.0072972717987399164
leaf_weight=6.8736423812806597 1.5186176947318006 1.1242083809338512 1.8045790665782986 3.698859900236128 3.4937264379114001 5.1215288415551177 4.5637582279741755 2.195969325490295 2.7325709769502273 5.7559527168050399 5.9398593716323376 3.1390198180451989 190.11411493085325 9.1121982093900424 3.9285106323659447 9.8851225432008523 5.4397672563791266 6.17821942269802 3.5971221663057822 4.5149114355444899 4.8192629516124743 7.83591229841113 6.1176914833486133 4.658765334635973 1.9620721815153954 9.3189978641457909 3.2298087463714173 2.8438660055398932 2.3743041418492785 2.2998547684401274 6.0859707272611558 5.0287078544497481 6.0225043296813947 6.0467495135962963 8.5016176160424966 9.2074229996651393 5.7585383541882029 30.585242006927729 3.9166546966880551 36.543296144343913 4.0055612754076719 4.6345953047275525 3.9296343550086021 5.9325958378612977 4.8079522475600243 4.9667828269302845 1.9152109618298703 2.0945221111178398 1.9754796028137205 7.2057313472032565 7.0387103632092467 12.587153531610968 4.2187880109995595 5.1352155283093444 6.9515656288713217 8.6674815379083139 3.0114110745489588 98.893079788889736 3.9431595047935835 29.876568481326103 7.2594767957925823 20.680953700095415
leaf_count=60 41 97 113 39 49 36 129 77 68 72 51 92 1682 84 49 198 113 53 58 40 39 79 54 75 28 115 51 17 32 30 272 34 47 48 56 78 35 232 28 246 39 36 25 43 38 37 57 17 12 56 54 87 39 38 54 68 58 1195 132 306 163 165
internal_value=-6.70584e-05 -0.00792313 0.00115784 -5.37381e-06 0.000928637 0.000159851 0.00625848 0.00298018 -0.00151492 0.0030318 -0.00363124 0.0186739 0.000735553 -0.000486266 0.000802085 0.00817069 -0.00179579 0.0123415 6.22397e-05 0.0012671 -0.00366995 0.00299749 -0.00788574 -0.0169875 -0.0048628 0 0.00611856 0.00223128 -0.00300668 -0.015284 0.0115484 0.000330688 -0.00108165 0.00757952 -0.00189295 -0.000651474 -0.00812632 0.000760882 0.0117773 -0.00133236 0.00251866 -0.00844346 -0.000244433 0.0131609 0.00732957 0.00569151 0.00587998 0.01478 0.00284211 -0.00141605 0.00192993 -0.000316469 -0.00522123 0.00583899 0.01126 0.00563837 -0.00245505 -0.000424859 -0.00528035 -0.0037344 -0.00862516 -0.0141654
internal_weight=693.621 4.44741 2.92879 689.174 229.93 202.109 27.8209 23.2571 17.9221 15.1895 9.43359 5.33499 195.236 459.244 229.222 19.9919 230.021 16.0633 209.23 159.484 49.7464 18.7411 31.0053 10.218 5.55919 144.229 21.3779 18.1481 20.7873 4.67416 10.9052 16.1132 122.851 9.74561 113.105 96.0392 15.7866 80.2526 13.1241 67.1285 10.0281 17.0658 8.56423 15.2555 10.7405 11.0845 15.3042 5.98521 3.89069 224.581 51.8046 44.7659 25.4734 19.2925 14.1573 12.8863 172.777 101.904 70.8724 66.9292 37.0526 27.9404
internal_count=7516 251 210 7265 2316 1778 538 409 240 172 100 169 1718 4949 2337 300 2612 251 2037 1299 738 390 348 161 86 1178 269 218 187 62 311 125 909 87 822 705 121 584 106 478 86 117 61 121 81 91 201 86 69 2499 396 342 194 148 110 107 2103 1253 850 718 412 328
is_linear=0
shrinkage=0.03


Tree=207
num_leaves=63
num_cat=0
split_feature=27 17 21 12 47 9 45 4 26 14 26 4 3 3 4 31 11 12 3 11 3 31 3 4 4 26 31 14 26 3 32 31 58 14 14 11 5 4 4 11 31 14 14 14 4 26 41 32 3 11 46 9 11 4 14 21 3 21 4 14 12 31
split_gain=0.3059 1.08749 1.25797 1.85329 1.11017 0.867034 1.18137 1.24685 0.766375 0.915957 0.822094 1.78113 2.43282 2.5837 1.43009 1.24195 1.28492 1.73194 1.03665 0.967806 2.42481 1.16012 1.15389 1.20994 0.908832 0.838663 0.639156 0.632858 0.594175 1.45597 1.12276 1.91046 1.89783 1.46155 1.4152 1.01379 1.94829 0.889351 2.99274 1.46457 1.16053 0.94428 0.835905 0.803368 0.77691 0.68288 3.28323 2.45076 4.0643 2.80195 1.96532 1.42672 1.97213 2.38862 1.53939 1.38698 1.30853 1.32701 1.2668 1.15495 1.04196 0.938372
threshold=1.0000000180025095e-35 1.5000000000000002 0.30797866047458744 0.4250000000000001 2.5000000000000004 0.17500000000000002 1.5000000000000002 0.3246621621621622 13.500000000000002 0.67033365570599623 10.500000000000002 0.35805860805860812 0.13100686498855837 0.38750000000000007 0.44150798281440623 0.28500000000000009 0.87343563813268121 0.57500000000000007 0.46250000000000008 0.78375227197041186 0.46250000000000008 0.12000000000000002 0.10620300751879701 0.45049019607843144 0.34891304347826091 8.5000000000000018 0.16000000000000003 0.67175839552238814 11.500000000000002 0.56250000000000011 0.16500000000000004 0.2950000000000001 1.0000000180025095e-35 0.69467984934086646 0.67327315541601263 0.66692775118394609 0.046693482230278659 0.3618055555555556 0.31142241379310348 0.87795077387660703 0.31000000000000011 0.65604707792207806 0.63363095238095246 0.65604707792207806 0.5169540229885059 10.500000000000002 1.0000000180025095e-35 0.18500000000000003 0.48750000000000004 0.88669055975826294 1.0000000180025095e-35 0.27500000000000008 0.87986695528937953 0.41656577885391449 0.65604707792207806 0.42783764153025716 0.1568375422148294 0.32479088507391707 0.39990933816863111 0.66012820512820525 0.32500000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 5 -4 -3 -2 -7 -8 10 -10 11 12 -6 25 -13 16 -15 18 -18 21 26 -12 -23 24 -24 -14 -21 -16 45 30 37 32 33 34 -32 -35 -37 38 39 40 -30 42 -39 -41 -43 61 47 48 50 -49 -47 54 53 59 -52 56 58 -58 -48 -53 -59 -1
right_child=1 4 3 -5 8 6 7 -9 9 -11 19 14 13 15 27 -17 17 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 29 -31 31 -33 -34 35 -36 36 -38 41 -40 43 -42 44 -44 -45 -46 46 55 49 -50 -51 51 52 -54 -55 -56 -57 57 60 -60 -61 -62 -63
leaf_value=0.00087405942050356453 0.0040808015167224914 -0.0066022617516678693 0.018205517956620485 -0.0051387878658332173 -0.014161058340020358 -0.01867716561092899 -0.017192878140608173 0.0091189476649639195 0.017952871926986285 0.0010872829620218987 -0.017506250745882735 0.025984112427425266 0.0034265768659858214 -0.02181242865422171 -0.0058245014404742059 0.012270022609561025 -0.0031218880186511858 -0.019450705477486483 0.011134332296477133 0.024489458054545488 -0.0057813186435661246 0.010057541433089802 0 0.0078709714350709108 -0.020323086266627741 0.023300161299748642 0.0069130364519919326 0.014667401096284295 -0.017333868717590493 0.017762127804452202 -0.0032220249867876615 -0.029067881321482161 -0.022877911664995334 -0.0033448327909695861 -0.024544558587470882 0 0.032727588341270646 -0.00071267781860404945 0.024929747136133541 0.012382656278292241 0.0017323079508900496 0.0070155350155499119 -0.02759264979040783 -0.0010958390487098126 -0.013821956794329635 0.0018720115689348888 0.011733615335605872 -0.012323760608701849 -0.0090257386672772874 0.01829153387641419 0.010853736301304505 0.034805902626938036 -0.010184850317432563 -0.0016247319048184163 0.034875824377385803 0.010919160929234974 -0.019341177782474694 0.011479739471910083 -0.008445589768721621 0.0081897445215008587 -0.0099713036279700448 -0.0021845302743211006
leaf_weight=187.74326643627137 3.0743267145007893 10.691907961387185 4.5731140635907632 7.8087016642093658 6.7629562038928261 9.1291035343892855 2.5006059296429166 3.7337491158396006 6.6228705155663175 6.5131551073864102 5.11498570814729 5.6251304179895651 3.7281328011304122 2.6500754337757888 2.685753470286727 5.8987194821238509 8.688574526458984 3.324226973578333 8.4452626947313529 3.6995326057076472 10.980286531150339 5.245501825585964 3.3256589714437705 3.1526057841256252 5.1325491406023502 7.1951282527297735 6.8359724944457412 2.1052515814080834 6.543333446606999 2.7371558826416722 18.643641293980185 3.1437329314649096 4.4921741806901982 5.3164206072688085 3.3690217379480591 4.6035397946834564 2.613975964486599 2.4311947831884009 4.4784522550180546 6.7429556548595411 4.0389355244114995 4.8867734428495169 2.6369643183425069 7.5968709662556648 2.1494774855673313 9.7238999884575588 5.026499922852965 10.201827825047074 7.7868223842233411 3.3353232983499757 5.0969554334878922 4.9472182057797891 2.7240761772263804 3.8671413240954271 7.6382623175159097 3.8504775566980234 10.32238621870056 2.6976088332012278 5.7309787627309561 3.2366748992353678 5.9398667309433222 170.83732275851071
leaf_count=2140 28 95 56 57 69 72 36 53 63 52 40 111 45 27 38 46 90 30 83 34 73 52 42 37 42 86 67 44 59 39 243 51 138 59 46 60 30 47 58 51 43 66 23 49 42 85 53 108 66 62 64 57 34 43 93 49 106 32 66 48 69 1669
internal_value=-6.50424e-05 0.0010966 -0.00385875 0.00315869 0.0023764 -0.00887653 -0.011874 -0.000708624 0.00328325 0.0101821 0.00230444 0.0046791 0.0020001 0.00494375 0.0158593 2.14248e-05 -0.00292626 -1.86889e-06 0.00360625 -0.000683873 0.00366096 -0.00520389 -0.000957506 -0.00652791 -0.0126456 0.0172402 0.0139851 0.00220476 -0.000412235 -0.00268824 -0.00346939 -0.00690407 -0.00482728 -0.00218926 -0.00694715 0.00567346 0.0130363 0 0.00285521 -0.00103959 -0.00960326 -0.00674088 -0.0163538 0.00491258 0 1.18899e-05 0.00232571 0.00664988 0.0100453 -0.00418741 0.0142208 0.0183241 0.0110123 0.0163816 0.0260419 -0.00503471 -0.00736158 -0.0120812 0.000477767 0.0254415 -0.00248472 -0.000566816
internal_weight=692.375 155.244 30.8196 12.3818 124.424 18.4378 15.3635 6.23436 113.732 13.136 100.596 57.1092 46.6931 39.9301 10.4161 29.0069 23.1081 20.4581 17.1338 43.4871 21.5158 21.9713 16.8563 11.6108 8.45821 10.9233 10.5355 4.79101 537.131 86.4246 83.6875 42.1825 39.0388 34.5466 22.0127 12.5339 7.21752 41.505 29.4005 24.9221 10.5823 12.1044 5.06816 14.3398 7.03625 450.707 92.126 58.5582 45.0211 13.5372 37.2342 27.5103 14.7751 12.051 12.7352 33.5678 29.7173 18.9599 10.7575 8.18389 8.63748 358.581
internal_count=7516 1568 302 113 1266 189 161 89 1171 115 1056 669 476 407 193 276 230 203 173 387 174 213 173 121 84 131 101 82 5948 1104 1065 627 576 438 289 149 90 438 260 202 102 178 70 100 108 4844 1035 660 490 170 424 339 182 148 157 375 326 207 119 105 101 3809
is_linear=0
shrinkage=0.03


Tree=208
num_leaves=63
num_cat=0
split_feature=43 11 26 3 11 11 1 31 31 50 31 21 32 50 3 28 3 32 26 43 49 1 50 1 21 1 11 3 11 1 25 1 49 21 21 26 31 13 4 50 26 1 5 5 4 26 4 5 4 4 4 3 0 4 4 1 11 31 1 11 43 12
split_gain=0.317807 2.33731 1.26299 0.571815 0.399418 2.17006 2.04947 1.77439 1.21789 1.32715 1.14067 1.06196 1.02004 1.63008 1.33822 1.9962 2.69159 1.95632 1.90025 3.44508 2.06382 1.5993 1.53758 1.52922 1.80065 1.23565 1.1227 1.6908 1.53439 1.00037 2.30653 1.79863 0.922218 0.846222 0.79125 0.701084 0.677513 2.17307 0.862223 0.674338 2.8231 1.09154 0.826618 1.47469 1.31417 1.33835 1.30956 1.251 1.22147 0.961251 2.35643 0.943671 0.768278 0.675255 1.08728 1.04495 0.64657 0.836041 1.77667 1.17655 0.616071 0.591019
threshold=0.52500000000000013 0.89945260050547038 7.5000000000000009 0.13723808562876269 0.91640860664678481 0.91391882076512887 3.6712391892834719 0.35000000000000003 0.35000000000000003 2.533010400260828 0.32500000000000007 0.38106299493423201 0.18500000000000003 2.8625437813686543 0.51250000000000007 1.0000000180025095e-35 0.61250000000000016 0.17500000000000002 7.5000000000000009 0.17500000000000002 1.0000000180025095e-35 3.6855547771300552 3.0678793895128593 3.6942656022803053 0.43370392910138034 3.7385744636323821 0.94447251286974132 0.48750000000000004 0.92718155667541746 3.7574466511864686 1.0000000180025095e-35 3.7753934147262185 0.32500000000000007 0.37809916640504737 0.41253526018209075 6.5000000000000009 0.16000000000000003 1.0000000180025095e-35 0.27543103448275869 1.7585441243211084 9.5000000000000018 4.702810210776204 0.29864864864864871 0.22792207792207794 0.22361111111111112 9.5000000000000018 0.27681992337164757 0.075577969174977347 0.28269230769230774 0.35599078341013829 0.28759398496240607 0.12060606060606062 33.500000000000007 0.41172122951176043 0.35214626391096987 3.6339835643916452 0.91259835368155462 0.31000000000000011 3.5565212271721318 0.90888869428251373 -1.0000000180025095e-35 0.27500000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 8 -6 10 32 -10 12 33 14 26 17 16 29 18 19 -8 23 -22 -19 -20 -25 -15 27 28 -14 30 34 -31 39 -7 -16 -34 38 -38 -37 40 41 -1 43 47 52 48 -47 56 -46 50 -45 -49 -44 54 55 -42 57 59 -59 -41 -32 -11
right_child=1 -3 3 -5 6 11 7 -9 9 61 -12 -13 13 25 15 -17 -18 22 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 31 60 -33 35 -35 -36 36 37 -39 -40 42 53 -43 44 49 45 46 -48 51 -50 -51 -52 -53 -54 -55 -56 -57 -58 58 -60 -61 -62 -63
leaf_value=0.013351892797518982 0.032343649883928238 -0.012928498908228345 -0.005138530348001543 0.014276662603039425 0.019366865696304546 -0.016071519817114688 -0.014116023704419773 -0.017495834112014646 0.02700949907328613 -0.0053887879275707849 0.018221089857288642 -0.025602195341911074 0.011339747301669893 0.03122215967872672 0.0071484033039283246 -0.016260894123822252 -0.0234969660283997 -0.017908179693464796 0.028005776774406525 0.019507607883667382 -0.030392900786680901 0.0022896168206491744 0.0073638317043365886 0.0023932420468644462 0.02254501007565762 0.0032801337108538256 -0.02014654466248867 0.023624169500948804 -0.027229393455829091 -0.021901899297250081 -0.015073946692764038 0.0025186677978769295 0.0054385954173849799 0.0028841910508908392 0.025288929978702593 -0.0042705166191077506 -0.011259772942883403 0.016753622339144496 -0.020945275847717833 0.00026668609953003875 0 -0.0067119796755366118 0.013210808457448481 0.00038411018177587821 -0.025694793472238197 0.010618928378248399 -0.0091187899915422064 0 -0.0051537120048421384 -0.0013927190757176049 0.026456947521917244 -0.019231405178118572 -0.0030262936599288778 -0.024719006233751242 0.0075992053566552248 -0.021614767686580064 0.013522049207318126 -0.0055420510086734284 0.014780962553728315 -0.0087732976310946394 0.0014116881075931023 0.0093114727466439787
leaf_weight=7.1597197549417633 2.4564242321066541 3.7204555091448128 2.1239225286990404 2.4114080015569925 5.2604498816654077 3.4183931630104762 9.1992479348555189 4.4991750395856789 2.7367914970964184 3.6934444373473507 3.2953673354350022 4.0972205856814981 1.432008948642759 3.3872508816421032 7.021118322387343 9.572960786521433 3.9528492996469131 6.296637970954178 5.3173464620485928 3.5892333686351767 1.4489967618137587 6.0180053836666048 2.7142702806740999 13.804091694764795 5.9785771016031495 3.349325162358582 1.9063740582205353 2.4427951378747821 1.658877110108733 3.4770683236420146 3.4848174275830379 9.1084317741915566 3.5989296194165972 4.0377113949507475 4.4471928328275681 7.5466949190013128 7.1749661993235332 3.5092808715999126 5.8811451978981495 385.59023883985355 3.3250498306006175 3.0541311874985695 4.7243116125464422 7.1782432198524493 5.4697089418768901 4.9251387640833837 7.0565169528126717 4.9476717337965948 6.7717402502894402 4.9795890673995009 6.0745707377791405 5.0095576792955399 4.5371619462966919 3.8884724620729676 2.3719800580292931 5.2708454867824912 3.1440292820334426 5.6279953485354772 9.843292623292653 13.203125628642736 3.219411394558847 5.4333398826420307
leaf_count=88 42 30 22 42 55 28 97 35 38 34 38 43 49 50 53 57 32 74 55 50 12 153 32 142 60 42 26 31 18 34 47 98 31 39 35 91 51 62 80 4305 53 28 33 47 30 33 43 34 42 32 47 33 29 51 27 57 27 49 172 133 46 69
internal_value=-6.23239e-05 0.00500114 0.0154704 0.00408433 -0.000152204 -0.000506058 0.00135943 0.000493684 -0.000219067 0.00918426 0.00127115 -0.0132685 0.000691642 0.00817522 -0.00033746 -0.00425237 -0.000694479 0.00274535 0.00537118 -0.00406215 0.00926077 -0.00389734 -0.00964973 0.0134122 0.00894832 0.0186899 -0.000799974 0.0052888 -0.00793389 0.00217502 0.0067723 -0.00399593 -0.000443465 -0.00521554 0.0150101 -0.0057572 -0.00770605 -0.00136863 -0.0122142 -0.000137329 -0.00491879 0.00676258 0.000102312 0.000456883 -0.00441274 -0.00816274 -0.000471789 8.43179e-05 -0.0150796 0.0087686 0.0129965 -0.0102993 0.00472634 -0.0133315 -0.00838658 -0.0135524 0.000351199 0.000230287 0.00702881 -2.18167e-05 -0.00647684 0.00273125
internal_weight=691.875 10.7122 6.99175 4.53533 681.163 555.281 125.882 120.621 543.728 11.8636 116.122 11.5533 112.827 14.1766 98.6503 44.2839 34.7109 54.3664 45.3555 12.7885 32.567 7.467 9.01091 25.1 19.7827 6.73658 7.44006 5.53368 3.09089 30.758 18.1725 12.5855 531.864 7.4561 11.4683 27.711 24.1121 10.6842 13.4278 504.153 25.0702 10.2139 479.083 445.598 33.4846 24.2231 11.9817 427.366 12.2414 18.2324 13.2528 9.95723 9.26147 14.8563 10.9679 8.5959 417.409 414.265 15.4713 398.793 6.70423 9.12678
internal_count=7516 136 106 64 7380 5959 1421 1366 5849 141 1331 110 1293 216 1077 402 345 675 569 147 422 165 106 257 202 92 124 98 67 313 181 132 5708 67 88 315 284 113 171 5393 304 116 5089 4879 210 148 76 4753 72 126 94 67 62 188 137 110 4686 4659 221 4438 93 103
is_linear=0
shrinkage=0.03


Tree=209
num_leaves=60
num_cat=0
split_feature=0 15 45 14 1 4 1 34 1 14 14 1 31 0 35 32 1 14 31 32 1 4 45 2 4 14 14 14 14 14 1 14 32 32 49 27 14 14 14 4 4 31 14 4 4 4 4 1 43 14 1 1 14 14 43 14 4 4 14
split_gain=0.318281 1.02911 0.599383 0.599174 0.31053 0.694604 0.339303 2.3359 1.01697 1.8873 0.869403 0.345395 1.3118 1.30603 0.919368 1.7942 0.626943 0.58188 0.490202 1.10577 0.478434 1.46734 1.35697 2.6909 1.57851 1.86584 1.8634 0.673349 0.646521 1.41338 0.771116 0.58342 0.462801 0.709023 0.684374 0.730609 1.24976 0.559846 0.606732 0.546453 2.73515 1.48444 2.03343 1.32391 2.77507 2.6037 0.886411 0.773285 1.18916 0.77029 0.522244 0.495663 0.336015 0.441502 0.316891 0.305894 0.163286 0.0825647 0.0305506
threshold=51.500000000000007 1.0000000180025095e-35 0.97500000000000009 0.50977198761457165 5.1200721840520744 0.45049019607843144 5.0538212618648695 1.0000000180025095e-35 5.0186495125046582 0.62814267756128228 0.63667496886674979 4.8859497000344776 0.23000000000000004 49.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 4.9554551764248354 0.66767068273092378 1.0000000180025095e-35 0.17500000000000002 4.7502366905087499 0.49509803921568635 1.5000000000000002 3.5000000000000004 0.34891304347826091 0.65419580419580436 0.64237451737451756 0.67521929824561411 0.62414383561643849 0.64346246973365628 4.847533523467404 0.65086852351003299 0.53500000000000014 0.32000000000000012 1.0000000180025095e-35 1.0000000180025095e-35 0.62414383561643849 0.60180165816326536 0.68405928614640066 0.44636015325670503 0.52142857142857157 0.12000000000000002 0.67327315541601263 0.42286737353894377 0.41373798394920192 0.40619293279766261 0.43625902544818601 3.7789382144677948 1.0000000180025095e-35 0.69416099773242645 3.7442656022803047 3.7641859528232211 0.63069358178053847 0.6503424657534248 -1.0000000180025095e-35 0.62693960372403923 0.41172122951176043 0.39990933816863111 0.62583333333333346
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 58 8 -8 11 -10 56 20 13 52 15 16 -14 18 -15 -20 32 22 24 -24 26 -26 -22 -28 30 54 -25 -31 33 39 35 36 -34 -35 50 43 41 -41 -43 44 45 -1 -45 49 -49 -42 55 -37 -13 -54 -30 -39 -9 -55 -6
right_child=1 2 -4 -5 5 -7 7 10 9 -11 -12 12 14 17 -16 -17 -18 -19 19 -21 21 -23 23 28 25 -27 27 -29 29 31 -32 -33 34 37 -36 51 -38 38 -40 40 47 42 -44 46 -46 -47 -48 48 -50 -51 -52 -53 53 57 -56 -57 -58 -59 -60
leaf_value=-6.0382228268727121e-05 -0.026806544601662496 -0.021128964283910132 0.020221803284527617 0.0069024129356356325 0.017219480613015294 -0.0060144382812070433 0.016540954761321357 0.0011342945595885854 -0.0015277930144436218 0.027475375838067095 -0.019404078495760164 -0.0030514619018452644 0.0096544589580859815 0.0055258918175880734 -0.0073686448836546197 -0.0042062979869593462 0.037720045068631185 0.012097990188639907 -0.018876662076314835 0.0031632406974976247 0.012822433001317128 0.022239480074278856 -0.030245273816562654 0.018153546439002098 0.0018639186341703159 0.024982850142844033 -0.017054481369177223 0 -0.02186579527308604 0.01359914225473202 -0.00316368104578231 -0.00049940037256792789 0.030677388986491888 0.0035100843377644164 0.020658348793723486 -0.017042708371931437 -0.00048240261284486795 -0.0084574947687909487 0.0017555473869321769 -0.024679228217657969 0.010973655725962754 -0.014311874583059435 0.013701506511876503 0.020224710330237552 -0.027429966798181916 0.020650713472856536 0 0.00022661170983624725 0.014508558074400942 -0.0062917950098634072 0 0.0018054507059917619 -0.022602302305527434 -0.011751542780836994 -0.0042608051844978097 -0.031153382845799747 -0.0071868569657914756 -0.002587141059606246 0.00546821619631945
leaf_weight=456.0260527706705 1.4872418637387443 1.085078717209399 0.9152101466897874 0.88436219375580538 2.3246055264025918 2.2134740389883518 3.3108755908906433 3.3064795937389135 3.9835524391382924 3.2417057165876031 5.6536448560655117 5.2720959149301079 2.6052611181512457 3.8060128074139374 2.5774171920493245 3.0344061590731144 1.8736929651349781 3.0654141884297124 3.5261520352214575 3.6287468299269676 5.4011000320315388 3.0977100841701022 2.7769773080945042 3.2198846181854632 7.2840516641736013 6.3605870362371206 4.4945565536618215 4.7726155426353216 3.0043061058968306 3.1455735308118156 1.9351118477061389 9.2524387119337899 1.4679767843335847 1.9514086628332714 2.1175616346299648 2.0748141780495648 2.6372846988961101 2.2001144625246525 1.4393614018335936 6.3392521459609297 2.2968846289441016 7.0931587154045683 3.0680804401636124 4.7038910198025397 3.1008201269432893 5.3239931724965563 3.1526728654280305 22.974221356213096 6.9755222517997018 16.804220492485911 1.7926962557248769 1.6500067356973884 4.3129459740594021 4.4376219781115633 2.9232690669596222 2.1396838547661901 3.1219658572226763 3.8587553072720766 2.8909593978896737
leaf_count=4382 41 92 92 26 39 29 65 33 46 38 53 46 42 44 30 26 39 31 38 33 38 37 33 46 51 59 27 34 33 46 36 115 24 16 39 47 55 50 42 89 58 67 33 48 32 76 42 278 116 247 31 18 34 40 45 71 28 33 37
internal_value=-5.98964e-05 -0.00794971 0.000934917 -0.00630009 0 0.00601108 -7.49304e-05 -0.00445127 1.87677e-05 0.0110664 -0.010868 -9.69282e-05 -0.00272646 -0.00580187 0.00633892 0.0118882 0.023788 0.000661849 -0.00215836 -0.00710085 7.37189e-05 0.00267698 0.00137981 -0.00337549 0.00599308 0.0132796 -0.000468898 -0.00895636 0 -0.00262318 0.00921163 0.00276047 -0.000185749 -0.00031376 0.00613429 0.00104252 0.0101737 -0.00835495 -0.0121964 -0.000157179 -0.00272563 -0.0132322 -0.00517324 0.0001876 -8.64075e-06 0.00017447 0.0122456 0.0007263 0.00382617 -0.00381259 -0.0163706 -0.00749815 -0.0111551 -0.0139744 -0.0145853 -0.0218486 -0.00209659 -0.00835648 0.0122562
internal_weight=691.416 4.37189 2.88465 1.96944 687.044 7.42904 679.615 15.393 664.222 7.22526 12.0821 656.996 41.9985 31.9077 10.0908 7.51336 4.47895 14.0263 10.9609 7.1549 614.998 57.6682 54.5705 26.2576 28.3129 13.6446 14.6683 9.26717 23.4806 18.3256 5.155 12.398 557.33 547.382 9.94764 7.83008 4.10526 9.52326 7.57186 537.859 65.5513 16.5005 10.1612 472.307 464.451 461.35 7.85656 49.0508 29.9497 19.1011 6.13249 3.72482 17.8814 12.6093 5.92758 4.3398 6.42845 8.29638 5.21556
internal_count=7516 251 210 118 7265 105 7160 179 6981 84 114 6897 436 299 137 107 81 146 115 71 6461 600 563 354 209 110 99 61 321 239 82 161 5861 5678 183 144 79 210 194 5468 888 189 100 4580 4490 4458 90 699 394 305 152 65 153 107 78 121 61 73 76
is_linear=0
shrinkage=0.03


Tree=210
num_leaves=52
num_cat=0
split_feature=1 1 26 31 1 21 12 42 4 4 42 21 50 42 1 1 31 1 42 1 26 50 50 26 47 42 1 32 40 1 21 48 5 42 42 50 24 0 31 1 26 31 46 55 1 49 31 21 1 50 1
split_gain=0.309022 1.00559 0.33696 4.00597 1.92482 1.99722 1.60195 1.49204 1.23514 1.80698 1.13247 1.62792 1.92868 0.803973 0.742523 0.736913 2.65685 2.83001 1.57983 0.989406 1.81594 0.736958 1.03389 0.936649 0.713186 0.625034 0.559559 0.536203 1.04858 1.1336 0.56349 0.553453 1.72807 0.605036 2.57539 2.02212 2.04232 1.9804 1.68153 1.6545 1.42146 1.75698 1.03038 0.82331 1.47057 0.759926 0.723719 0.474435 0.419252 0.305312 0.0120558
threshold=3.342730752564798 3.3697022760782955 12.500000000000002 0.16000000000000003 3.5096293531157179 0.40797866047458708 0.4250000000000001 4.5831513229706227 0.41172122951176043 0.32697368421052636 3.6845066141412262 0.37187127626536221 3.1963557881865921 3.9303249852141158 4.5145532045140984 3.4792268092965979 0.12000000000000002 3.4432538023143779 3.4074466511864689 3.4948420730940497 9.5000000000000018 3.3458790118134671 2.533010400260828 8.5000000000000018 2.5000000000000004 3.4150108188193578 4.7343480507649822 0.53500000000000014 1.0000000180025095e-35 4.702810210776204 0.34116643587525719 1.5000000000000002 0.34248120300751889 3.5401456763707917 3.5467622390330522 2.533010400260828 1.0000000180025095e-35 35.500000000000007 0.23000000000000004 4.8859497000344776 5.5000000000000009 0.31000000000000011 1.0000000180025095e-35 1.0000000180025095e-35 3.6220508338618549 0.31000000000000011 1.0000000180025095e-35 0.30797866047458744 4.3539840504870346 3.1307312134163801 4.8353876939440843
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=49 -2 15 -4 -5 7 -7 10 9 -9 11 12 48 -12 -15 16 21 18 -18 20 -17 22 23 -3 -24 -26 -11 31 29 30 -29 33 -33 35 46 36 37 -21 -38 40 -37 -42 -36 45 -45 -44 -35 -30 -6 -1 -10
right_child=1 2 3 4 5 6 -8 8 50 26 13 -13 -14 14 -16 19 17 -19 -20 27 -22 -23 24 -25 25 -27 -28 28 47 -31 -32 32 -34 34 42 39 38 -39 -40 -41 41 -43 43 44 -46 -47 -48 -49 -50 -51 -52
leaf_value=0.01059427743132422 -0.012930491344559161 -0.023169649088937171 -0.028793836052630657 -0.016110408398411057 0.024418158090029549 0.0044924621487248189 -0.018324282565612391 0.0064909295131577727 0.0023757280143663104 -0.030829954416472669 0.032370702612880456 -0.010006662840167041 -0.0018427915268254987 0.00021177265076238367 0.021535336374341938 0.003534492161708108 0.019470087630219509 0.033134045110910434 -0.0050709857661938498 0 -0.019978863977835586 -0.011976521501187208 -0.004031609602007648 0.0022796012770299706 0 0.019381766897177011 -0.00867748848824728 0.017026379339225291 0.031040928466500788 -0.018262662112014987 0 -0.016995109804060698 0.0063844801503445993 -0.0052069398699454029 -0.017654081846099311 -0.0052186499794144251 0.018435684703367174 -0.024500660418389903 -0.0038847595290787459 -0.01006926497429593 0.011934357656457671 -0.0047011707253049153 0.0008427358538021549 -0.014831816184666632 -0.00076017695650887264 -0.0043645839772321685 -0.029510992559194114 0.0034313841889395008 0.0072027587355813502 0 0.010770907274008297
leaf_weight=4.6206995584070665 5.2936812443658701 2.3104763571172979 4.4909333991818121 5.8614889038726679 5.136687604710465 3.8518521282821876 6.8993489863350987 3.46117673255503 2.8937845127657047 2.4971330361440778 2.5095991501584631 5.0261432416737071 7.1554376650601617 4.1088103195652366 2.7718588821589947 4.8961795866489393 3.5202008876949531 4.680245245806872 5.7174662481993437 5.2525189323350787 5.9549804469570518 5.2112351516261688 2.9523270362988097 1.8610928431153295 2.5768843227997422 3.9965963717550039 3.8014369639568031 2.5818560160696489 1.7069274354726078 1.9615521747618911 2.9605455752462149 6.2254282757639867 4.4892299324274063 2.8579644560813895 2.7659659385681143 6.176317334175109 4.332552034407855 6.3973245141096413 8.2850707024335843 4.8863519653677931 37.420411032624543 6.0597956702113143 388.95872468827292 8.6537531465291959 31.804946036310866 26.519055150449276 3.1594662722200155 1.674308208748698 3.5691691860556602 5.3718883618712425 2.7061117556877434
leaf_count=54 53 26 170 43 47 44 54 42 29 22 24 44 51 47 37 43 31 49 45 34 58 56 28 39 30 51 50 38 26 18 58 37 30 35 16 44 34 56 53 30 311 40 4363 78 381 379 30 41 24 54 39
internal_value=-5.80257e-05 -0.000144184 -3.13127e-05 -0.00205907 0 0.00167679 -0.00966905 0.00451105 -0.00279306 -0.00944908 0.00840725 0.00405975 0.0089598 0.0171657 0.0100149 0.000181732 0.00454226 0.0144588 0.00385956 -5.78611e-05 -0.00895445 -0.00251785 0.000769584 -0.0108584 0.00659725 0.0122349 -0.0190619 0.000105458 0.00664009 0 0.00721964 -1.44073e-05 -0.00671231 0.000109015 -0.000291946 0.00254405 -0.00449779 -0.013557 0.00347945 0.00579172 0.00750697 0.00946761 -1.88877e-05 8.26371e-05 -0.0039757 0.000493989 -0.0194717 0.0199999 0.0183543 0.00511133 0.00769866
internal_weight=690.835 680.842 675.549 66.741 62.25 56.3886 10.7512 45.6373 15.3596 9.75975 30.2777 20.8874 15.8613 9.39027 6.88067 608.808 32.8265 13.9179 9.23767 575.981 10.8512 18.9086 13.6974 4.17157 9.52581 6.57348 6.29857 565.13 10.8852 7.50395 5.5424 554.245 10.7147 543.53 464.72 78.8103 24.2675 11.6498 12.6176 54.5429 49.6565 43.4802 458.702 455.936 40.4587 415.478 6.01743 3.38124 8.70586 9.99259 5.5999
internal_count=7516 7408 7355 767 597 554 98 456 182 114 274 166 122 108 84 6588 355 125 76 6233 101 230 174 65 109 81 72 6132 181 114 96 5951 67 5884 5282 602 177 90 87 425 395 351 5217 5201 459 4742 65 67 71 108 68
is_linear=0
shrinkage=0.03


Tree=211
num_leaves=63
num_cat=0
split_feature=0 15 42 26 34 0 0 11 3 1 11 12 42 1 3 11 11 12 48 26 26 26 37 37 11 3 3 31 50 1 50 1 3 47 26 50 26 50 31 26 5 12 1 3 50 31 21 3 40 21 3 21 34 11 11 11 11 31 40 42 1 21
split_gain=0.301379 0.999454 1.3832 0.316201 1.15504 2.13852 2.05586 1.74787 2.09669 1.94947 1.58587 1.4798 1.3929 1.1077 1.68144 1.53521 4.56717 1.68098 2.16466 1.43988 1.28874 1.04137 0.965968 0.943817 0.898142 0.883435 1.99616 2.27764 1.84799 1.21302 1.02758 1.36831 1.00739 2.27044 3.73703 1.43075 1.45261 1.28335 1.16893 3.06088 1.27194 1.55185 1.27106 3.23698 1.2216 2.38778 1.55355 1.43592 1.28589 1.48755 1.48317 1.42813 1.23384 1.0565 1.10566 2.82628 1.01527 0.980077 0.88829 2.42307 1.08751 1.07131
threshold=51.500000000000007 1.0000000180025095e-35 4.9763905204053005 8.5000000000000018 1.0000000180025095e-35 49.500000000000007 21.500000000000004 0.67915159828926641 0.065591397849462371 4.6335050209865818 0.82610674117103533 0.12500000000000003 4.8341389671286441 3.5845066141412256 0.43750000000000006 0.68549313361399677 0.66692775118394609 0.52500000000000013 1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.74664420241889318 0.56250000000000011 0.61250000000000016 0.23000000000000004 3.1963557881865921 3.7345066141412255 1.7585441243211084 3.6467622390330523 0.48750000000000004 4.5000000000000009 10.500000000000002 3.2806961417784364 12.500000000000002 3.4150731631156739 0.16000000000000003 12.500000000000002 0.3943381180223286 0.57500000000000007 3.5131377898343916 0.38750000000000007 3.3973861251426389 1.0000000180025095e-35 0.30257611665546713 0.03509852216748769 1.0000000180025095e-35 0.42197135395913421 0.15606708256315469 0.45221348234207048 1.0000000180025095e-35 0.93936166279661715 0.9188483536815546 0.91259835368155462 0.93134835368155466 0.28500000000000009 1.0000000180025095e-35 3.600241852813622 3.6339835643916452 0.40797866047458708
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -8 -9 10 23 -12 22 14 -6 16 20 18 19 -17 -15 -19 24 -10 -11 30 27 28 29 -27 31 -5 38 35 -35 36 58 56 39 44 41 42 43 -40 47 -46 -47 -32 51 50 -50 52 -49 54 55 -44 -37 -56 60 -60 -34 -62
right_child=1 2 -4 25 13 -7 7 8 9 12 11 -13 -14 15 -16 17 -18 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 32 -33 33 34 -36 37 -38 -39 40 -41 -42 -43 53 -45 45 46 -48 48 49 -51 -52 -53 -54 -55 57 -57 -58 -59 59 -61 61 -63
leaf_value=0.02452812584197054 -0.026585656839546595 -0.021143098316718009 0.018508576593416894 0.0061493009048763014 -0.0015637046748003204 0.020629230939696066 -0.014100392349652317 0.023607672323556733 0.020394327359150748 0.0026010497211014865 -0.0090946236209191247 0.0027600447657380399 0.0063853374044547861 -0.022444945017453491 0.016352474687086577 0.010915951287991207 0.035720552488541168 -0.0026939159815555832 -0.024400630675625975 -0.0074893122906856064 0.0024848930315264604 0.014122561785367286 -0.022939912059890474 0.0022479046956595927 -0.016136012783084235 -0.022372733871838722 -0.0089782309808521601 0.027920164871881537 0.018428385163509243 0.0048097191413753286 0.020098473462026575 -0.010741987909877597 0.014551219309824774 -0.038866564676411579 -0.00025697785061376332 -0.021233692237760265 -0.014004713617287477 0.0023378631794452238 0.0042881700502893283 -0.028236522417381095 -0.012531074596310407 0.020779932574489523 0.00326758310954855 -0.017621867435420931 0.00042475585895002121 -0.028581640211520258 -0.0015130516595303781 -0.0031588776894112516 0 0.0093868321748814803 -0.010991629177566999 -0.01341355896835136 0.0049869398751120472 -0.013395199165409918 0.023710199079137937 -0.018580290114356222 0 0.0031230368148420871 -0.011947872654267343 0.017394324807340312 -0.015595147548621105 0.0035542757406280168
leaf_weight=3.3111346303485325 1.455740074859931 1.0913616053294393 1.7569753346033392 4.9912286000326302 13.188096947968008 5.5407524937763801 6.1614855332300058 3.7274734191596499 6.7546732565388066 4.6280876868404466 10.346308227628468 83.044951358810067 4.0120917093008748 2.5800550468265993 6.7190103922039262 3.8849247060716143 3.1746844258159399 7.7673252597451192 6.5174944493919602 34.042182759381831 4.5680520832538605 5.0474409153684974 5.2044532131403676 5.5012846142053604 3.6261043176054955 2.7137311669066566 5.2568166181445113 4.9641576968133441 3.5283599030226469 2.310919925570488 2.9428724180907002 18.379848286975175 3.0099197719246193 3.9700552038848382 5.6224737646989524 6.895237881690262 3.7662024768069378 5.4152054432779542 14.270102334208788 3.6273377416655412 5.1271335110068312 3.8211186807602635 142.9935339926742 9.9391830815002304 12.938386324793102 5.6696162316948158 3.5918465405702591 22.017952119931579 18.023866628296673 5.744921648874878 25.208974336273968 4.9523167740553609 60.40211346000433 3.2385946884751311 4.2451151981949788 5.2713292259722939 3.4540413608774543 5.5611522495746613 2.905780775938184 10.56780496239662 4.7405708152800781 4.6887122802436352
leaf_count=106 41 97 113 68 117 109 59 38 74 51 85 740 54 20 57 50 37 57 43 353 82 57 46 56 25 33 45 40 46 30 32 200 30 34 56 66 37 55 125 134 30 34 1578 73 172 64 28 303 192 60 316 46 628 22 37 34 36 45 23 113 38 46
internal_value=-5.78944e-05 -0.00779327 0.00095706 0 0.000901247 0.00258909 0.00178274 0.00113548 0.00194382 0.00120205 0.00278228 0.00136599 -0.00793753 -0.00176673 0.00428743 -0.00364596 0.0066518 -0.00562357 -0.00841693 -0.0053993 -0.0060628 0.00358393 -0.0126775 0.0128976 -0.00510752 -0.000463404 0.00583894 0.0120856 0.00178183 -0.00901712 -0.000749779 -0.00685849 -0.000387844 -0.00416452 -0.0173165 -0.00119315 0.00253291 -0.0085277 0.000175505 -0.00166103 0.00176582 0.00219743 0.00176042 -0.00453193 -0.000992818 -0.00749648 -0.0189718 9.95247e-06 -0.000408485 -0.00432519 -0.00632026 0.00172342 0.00273584 0.00274636 0.00313149 0.00242642 -0.0147183 0.0129306 0.00525514 0.0105452 -7.63381e-05 -0.00557395
internal_weight=690.421 4.30408 2.84834 686.117 229.348 141.859 136.318 133.007 126.845 123.118 105.647 93.3913 17.4707 87.4893 19.9071 67.5822 10.3228 57.2594 44.4446 37.9271 7.14811 12.8148 13.4586 12.256 8.25419 456.769 18.774 13.5172 8.55301 5.02465 437.995 23.3711 414.623 55.036 9.59253 45.4435 29.679 15.7645 359.587 165.12 194.467 189.34 185.519 24.2093 161.493 22.1998 9.26146 139.293 136.35 48.9778 43.2328 87.3724 82.4201 161.31 158.071 148.265 10.3493 9.80627 25.9128 13.4736 12.4392 9.42928
internal_count=7516 251 210 7265 2316 1443 1334 1228 1169 1131 955 825 176 873 174 699 139 560 446 403 102 114 122 130 76 4949 194 149 109 63 4755 268 4487 534 90 444 287 157 3953 1975 1978 1948 1914 198 1841 264 92 1577 1545 568 508 977 931 1716 1694 1612 102 82 250 136 114 84
is_linear=0
shrinkage=0.03


Tree=212
num_leaves=63
num_cat=0
split_feature=14 9 45 58 41 21 26 32 48 26 26 26 25 14 3 43 32 11 11 37 14 11 21 11 14 31 25 31 26 11 4 13 25 4 2 11 47 9 3 45 11 11 11 39 11 11 14 4 26 26 26 5 5 21 11 5 4 14 32 45 43 11
split_gain=0.300766 1.15934 0.988334 0.32519 1.7023 1.08304 1.13291 0.946674 1.58484 0.831393 2.08658 1.20627 3.72419 3.24455 1.2165 1.16652 1.20684 1.01079 1.65524 0.805822 0.724979 1.11948 1.07395 1.67149 0.970679 0.654603 4.3072 2.05636 4.86917 1.55472 1.40806 1.37174 9.26281 1.7403 1.17269 1.05237 0.932326 1.80076 1.227 1.63422 1.15694 1.16877 1.4001 1.07282 1.04081 1.84215 1.48887 1.13519 0.795652 1.12279 1.59842 1.15963 1.45895 1.10464 1.80303 1.05116 0.964641 0.899365 1.36021 1.0897 0.888458 0.788628
threshold=0.55694444444444458 0.27500000000000008 0.92222222222222239 1.0000000180025095e-35 1.0000000180025095e-35 0.32479088507391729 9.5000000000000018 0.53500000000000014 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 10.500000000000002 1.0000000180025095e-35 0.65604707792207806 0.34687500000000004 -0.22499999999999998 0.16500000000000004 0.89167064739399204 0.94242556901957375 1.0000000180025095e-35 0.61070261437908513 0.93936166279661715 0.36233510479454678 0.89823272698808532 0.63859338061465731 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 9.5000000000000018 0.66984370007492833 0.40619293279766261 0.90000000000000013 1.0000000180025095e-35 0.41373798394920192 3.5000000000000004 0.78375227197041186 2.5000000000000004 1.0000000180025095e-35 0.10620300751879701 1.5000000000000002 0.87890860664678472 0.7516845692360733 0.71801725825488583 1.0000000180025095e-35 0.90941225990451124 0.91780979732086798 0.67879188712522065 0.34891304347826091 5.5000000000000009 6.5000000000000009 7.5000000000000009 0.3943381180223286 0.35805860805860812 0.38245561072500711 0.89503805832773364 0.046693482230278659 0.24190177638453506 0.62233560090702966 0.17500000000000002 1.5000000000000002 1.0000000180025095e-35 0.72089874767532247
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 25 9 6 -6 8 -7 -5 -11 14 13 -13 -12 20 -17 -14 -19 -18 -16 22 23 -22 -24 31 27 28 -27 -30 -31 33 61 36 35 -35 37 -2 -38 43 41 42 -39 44 46 -46 -40 -48 56 53 55 52 57 54 60 -51 -29 58 -52 -59 -50 -33
right_child=3 2 -4 4 5 7 -8 -9 -10 10 11 12 17 -15 15 16 19 18 -20 -21 21 -23 24 -25 -26 26 -28 48 29 30 -32 32 -34 34 -36 -37 38 40 39 -41 -42 -43 -44 -45 45 -47 47 -49 49 50 51 -53 -54 -55 -56 -57 -58 59 -60 -61 -62 -63
leaf_value=0.03218581161290586 0.023273197280847511 -0.022770784711046699 0.0095845212431678213 -0.010642651560131144 0.0086098087831583021 -0.024055736914651557 -0.017705524835938159 0.0062129473922709144 -0.00098207479462536517 0.01379894052203739 -0.019440130425332318 0.032005614535210822 0.0025918971701861361 0.0030539506572014969 0.012051178434419213 -0.015705553450217905 0.0099783828765267098 -0.026352510998523676 0.0081371419192543207 -0.009985019056029219 0.0027219836625407287 -0.017399866642087564 0.020508606309483802 -0.016972547384701161 0.0013681412450441859 -0.030532644556737876 -0.029576001955335381 0 -0.017420947787861744 -0.0025134155150363258 0.014117120323747919 0.00078943478977667536 0.032614201233822158 -0.020937333524340788 -0.00058756673233729126 0 -0.0079027526014973006 0.011174580590795293 -0.0078388562639313784 0.014886847508006625 -0.0025493853405104874 0.017139880446073005 -0.011965101511906424 0.0080625454360171746 0.019601906076842888 -0.0001219469055112031 -0.00063372244047903863 0.01723085662690009 0.0051378638293846134 0.0043274115957902563 0.0019141627562964311 -0.012409760140709511 0.017317751389561615 0.0069107631173701166 -0.025747202280393833 0.028346892868067304 0.020463073028806282 0.00095089957849737354 0.016824042637685468 -0.003543059444469037 -0.0091509110965466 -0.010841990220056091
leaf_weight=1.0616836547851551 4.5780503004789344 1.0833771226461979 2.2390516479499638 5.8174082450568667 4.755228107795122 8.4468362340703553 1.880773385055363 1.3887244034558541 4.7226140974089512 9.8246526867151243 3.7335044238716355 5.3618999049067524 2.6221537641249615 10.936066552996634 4.5062881745398036 9.0177856096997839 3.766991537064313 4.5650265626609325 1.2730161705985663 3.1128222141414881 11.433208303526053 3.0017712023109189 3.7867873851209861 5.3906947430223218 7.9740227535367012 6.3253677021712056 4.3508281428366891 4.9891834110021573 4.5012005027383593 18.423846337944273 5.7725316621363154 13.051207827404143 9.0055478992871958 7.005500172264874 13.408453954383731 3.3511466346681118 13.893717994913457 5.2103714747354406 29.858622938394547 7.4456980507820836 15.374198085628448 7.6152079803869119 3.9041704759001732 13.544689071364699 5.0671583078801659 19.310138249769807 14.711402511224152 3.707941540516912 5.6404792927205625 5.5137426531873626 38.938988119363785 5.98132000863552 4.4905469790101042 4.3084942116402081 4.389229215681552 2.8117493414320052 3.7523497194051743 165.43639157153666 6.5375702790915957 68.092957329005003 9.9608523175120336 7.724173634313046
leaf_count=8 38 60 172 78 53 186 73 33 101 79 43 50 85 72 37 132 52 136 33 59 138 37 44 49 88 120 90 34 43 148 50 152 270 95 149 26 114 48 237 98 113 72 25 119 43 147 125 40 59 68 385 35 32 43 22 30 46 1368 53 912 87 82
internal_value=-5.66323e-05 0.00758314 0 -0.000116457 -0.00155814 -0.009215 0 -0.013753 -0.0163687 8.34356e-05 0.000862677 -0.000672412 0.00471795 0.013215 -0.00318295 -0.00183051 -0.00858916 -0.0108854 -0.0178177 7.14097e-05 0.00101204 -0.000440019 0.00124107 -0.00336133 0.00827257 0.000171209 -0.000561246 -0.000183846 -0.00708716 -0.00153625 0.0012914 0.00157184 0.00749739 0.000478012 -0.00695979 -0.0144739 0.00175311 0.00587819 0.000282049 0.00157457 0.00308318 0.00858273 0.000574566 0.000323456 -0.00105511 0.00385995 -0.00366636 0.00278675 0.00053265 0.000268237 0.000793379 0.00039468 0.000694541 -0.0058768 -0.00897119 0.0136179 0.00938062 0.000393291 0.0042532 -0.000335698 -0.00360561 -0.00331116
internal_weight=689.687 4.38411 3.32243 685.303 117.318 21.1942 6.636 14.5582 13.1695 96.1241 90.3067 80.482 24.7582 16.298 55.7239 51.9904 15.8976 8.4602 5.83804 6.87981 36.0928 31.5865 28.5847 16.8239 11.7608 567.985 370.218 365.867 35.0229 28.6976 24.1964 197.767 29.7809 167.986 23.7651 10.3566 144.221 36.682 107.539 93.6457 32.1039 16.7297 9.11454 86.2 72.6553 24.3773 48.278 18.4193 330.844 322.102 297.803 289.478 283.496 24.2991 19.9906 8.32549 8.74153 279.006 45.4766 233.529 15.6013 20.7754
internal_count=7516 240 232 7276 1658 446 126 320 287 1212 1134 1055 376 122 679 636 243 254 169 111 393 356 319 187 132 5618 3625 3535 361 241 198 1993 504 1489 270 121 1219 296 923 809 258 145 73 711 592 190 402 165 3174 3094 2883 2785 2750 211 168 98 80 2718 438 2280 146 234
is_linear=0
shrinkage=0.03


Tree=213
num_leaves=63
num_cat=0
split_feature=3 11 17 4 49 3 3 3 11 47 47 5 11 3 26 4 14 11 4 14 14 4 41 13 48 26 26 11 56 21 32 11 4 11 14 3 3 21 11 26 11 14 14 21 11 11 45 13 4 11 3 11 13 4 3 3 4 4 43 14 4 4
split_gain=0.298922 2.11114 1.52428 1.31848 1.16932 1.12729 1.07982 1.86163 1.71514 1.68427 1.58336 3.12678 2.3857 1.28754 1.85138 1.36157 1.33921 1.10306 1.03919 0.808654 2.85144 1.74245 1.09544 0.766006 0.712442 0.689128 0.573794 2.35426 1.96473 1.17482 1.99639 1.20488 1.22578 1.67448 1.17912 1.1561 1.11553 1.26116 0.948573 0.833947 0.664562 1.12629 1.40728 1.07332 0.755497 2.31443 1.58316 1.68787 1.3937 1.3184 1.49804 1.22811 1.49636 1.35865 0.857175 0.81189 0.748732 0.467461 0.410635 0.40793 0.270567 0.233051
threshold=0.079473684210526321 0.74198398863162696 1.5000000000000002 0.43132201334141912 0.32500000000000007 0.074537037037037054 0.1012820512820513 0.11651583710407241 0.68872574916131091 3.5000000000000004 4.5000000000000009 0.046693482230278659 0.76190747543345394 0.099019607843137278 10.500000000000002 0.28759398496240607 0.69716905901116444 0.7341930616099307 0.39990933816863111 0.69416099773242645 0.67879188712522065 0.40533289525420263 1.0000000180025095e-35 0.70000000000000007 1.5000000000000002 7.5000000000000009 12.500000000000002 0.93134835368155466 1.0000000180025095e-35 0.30481467655785865 0.16500000000000004 0.84486531605434378 0.32697368421052636 0.72836123857922808 0.73141238253178564 0.38750000000000007 0.48750000000000004 0.32799908871127548 0.91259835368155462 13.500000000000002 0.59940655744516935 0.79135572139303489 0.76154939587775416 0.42321967233550761 0.7130146705995698 0.71002865726370568 0.97500000000000009 0.70000000000000007 0.32071428571428579 0.73078423933237657 0.17902930402930406 0.74664420241889318 0.90000000000000013 0.44150798281440623 0.15606708256315469 0.22361111111111112 0.29864864864864871 0.34891304347826091 -0.27499999999999997 0.66565040650406515 0.3246621621621622 0.39212852771166279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 19 -3 9 8 -8 25 12 -12 13 15 18 -11 -17 -10 -15 20 21 23 -21 -4 26 -2 40 28 29 31 36 32 33 -28 35 -32 37 -31 -37 -34 -9 42 44 -44 45 46 48 -48 -42 50 56 52 -51 -53 -47 -52 -46 -27 -33 -29 -25 -41
right_child=6 3 4 -5 -6 -7 7 24 17 10 11 -13 -14 14 -16 16 -18 -19 -20 22 -22 -23 -24 60 -26 57 27 59 -30 30 34 58 39 -35 -36 38 -38 -39 -40 61 41 -43 43 -45 49 54 47 -49 -50 51 55 53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.013808438951565772 0.0017664489434015484 -0.002253011102655389 0 0 -0.018870121079790827 -0.024349621587080643 -0.027415463559115352 -0.010869167825641035 0.0073350922673937396 0.0020341125395657114 -0.0070200585468450797 0.029160190893855846 0.018174147790212619 -0.020078296256871627 0.016998203999535721 -0.022803235449141646 0 -0.01345107866844303 0.0043521954903908127 -0.0160220476350184 0.0299586945227053 0.013968217318017454 0.0029637552601107413 -0.020637420860154486 -0.0096602016926403897 0.033677522073216795 -0.0015921584001452739 -0.0081433922169062561 -0.016992637018466501 0.0045178467338911846 0.020113152884715605 -0.024572653992808658 -0.016514377382027719 0.025597899714646499 -0.015230745623844197 -0.019839204352673265 0.0018846756003728156 0.037805745151117523 0.0076577000180235427 -0.00446288338478286 0.002614598972995665 0.01817018801447794 -0.023000393116005557 0 -0.026921403415329472 0.0360627452186024 -0.011341482848936294 0.0021956289055177752 0.024529495858810587 0.016280740514932404 0.014604039777090273 0.00056357629013819677 -0.00038369376407526839 -0.0079438855598538659 0.008406534022328457 -0.0070087739810470728 -0.008043204383465969 0.01017475171586763 -0.0044341957283905433 -0.028010034124795909 -0.0044207209632488708 0.0067171997114428578
leaf_weight=7.2364521166309705 2.6865685302764168 3.8881043400615471 6.6803967133164495 6.0829682704061261 2.8504620920866719 6.9757668161764741 4.0202043717727056 4.3563216412439933 4.0359117053449136 4.8278165459632971 3.3559117498807591 4.657485238276422 4.5074920989572993 2.9046542951837164 4.6319686714559793 7.7087459526956064 3.6307582026347518 4.4341229591518641 2.4167699636891484 5.0391976553946716 3.0266505274921647 5.000249531120061 4.7298452192917466 3.1445033689960837 6.5331009477376929 2.5144182313233614 3.8860368337482276 3.1362957656383506 5.4531582193449131 2.1927576996386051 2.765292929019779 2.3300334415398538 3.6535331374034268 3.3342703590169549 3.5052894232794642 1.7660227571614089 3.3457405716180801 3.2298633046448231 2.1252927044406533 2.7993358885869384 7.6807103380560857 3.0746988602913907 3.8155013825744382 2.8764159064739943 3.1055414322763708 2.3274893127381793 10.141202338039873 40.812755734659731 4.4924179185181856 9.4464362226426601 3.1313795493915668 376.17960560298525 8.3760027233511209 17.456943558063358 3.2228333316743374 2.373316481243819 9.1118994993157667 2.7988604111596942 3.0512746553868046 3.2114913449622691 3.1067736363038421 3.1612291550263762
leaf_count=71 25 30 45 69 25 77 41 71 30 55 47 51 49 26 57 93 40 34 42 49 33 62 47 38 41 33 50 26 59 17 30 27 42 42 44 41 22 44 32 31 52 51 38 35 26 33 126 626 38 92 46 3874 127 186 40 33 96 33 54 36 51 35
internal_value=-5.33711e-05 -0.00212119 0.00145406 -0.0109982 -0.00109681 -0.0171674 0.000127139 -0.000214535 -0.0115807 0.00451564 0.00171189 0.0134758 -0.00123879 -0.00492937 0.00307162 -0.0101991 -0.0158723 -0.00291385 -0.00814056 0.000469307 0.00396276 -0.000376125 -0.00635285 -0.00650778 2.73607e-05 0.0169548 0.000153388 -0.00279762 -0.0002983 0.00184061 0.00737943 -0.00263514 0.00102839 0.0105069 -0.00115721 0.00560677 0.017747 0.0260517 -0.00371468 -0.00554777 0.000471257 0.000584635 0.000458426 -0.0129639 0.000656021 0.00357729 0.00180763 -0.000415135 0.0114528 0.00017314 -0.00777092 0.000533486 0.0081987 0.000167211 0.0218983 0.00431501 -0.0136813 0.0232035 -0.014797 -0.0196593 -0.013895 0.000518193
internal_weight=688.355 57.7614 40.8145 16.9468 33.5781 10.8639 630.593 583.952 12.4902 46.6414 38.6416 8.0134 30.6282 26.1207 9.95339 16.1673 11.3395 8.47003 5.32142 30.7276 20.9586 17.9319 9.76904 12.9317 571.461 7.99985 564.928 52.9469 46.5991 41.146 18.9303 22.2157 16.8344 7.22031 10.1619 6.65661 8.76836 5.42262 3.89132 9.6141 511.981 507.625 504.55 6.69192 497.859 68.6774 63.1271 50.954 12.1731 429.181 17.7221 411.459 17.8224 393.637 5.55032 5.5047 12.2174 5.31328 5.38131 6.34779 6.25128 5.96057
internal_count=7516 597 421 176 350 107 6919 6368 105 551 460 98 362 313 125 188 133 64 68 325 229 196 96 134 6263 91 6222 632 570 511 230 281 200 92 147 103 83 61 73 108 5590 5519 5468 73 5395 915 842 752 90 4480 201 4279 219 4060 73 79 122 66 81 62 89 66
is_linear=0
shrinkage=0.03


Tree=214
num_leaves=63
num_cat=0
split_feature=43 21 9 53 42 47 42 32 28 1 42 50 3 31 3 21 2 49 1 3 1 1 42 43 3 49 50 43 31 3 3 27 32 32 42 31 21 1 1 5 42 31 3 42 31 42 42 42 1 32 49 50 50 21 1 42 50 32 50 1 3 50
split_gain=0.285303 1.90163 0.690143 0.39039 1.19693 1.12319 0.806611 0.666417 0.431632 1.61527 1.31248 1.22349 1.10973 1.06916 1.35944 1.24193 1.67917 1.03407 1.51824 1.37579 1.26377 1.7056 1.9432 1.58899 1.23418 1.19436 0.827123 0.729904 0.694221 1.42411 0.675123 0.761088 1.28581 1.83763 2.33735 1.6246 3.24839 3.12861 1.48036 1.19149 1.35243 1.03464 2.33211 2.0003 3.24565 2.22912 2.62031 1.48549 1.27615 1.24321 1.2991 1.23358 1.18751 1.17828 1.83986 1.16457 1.25946 1.00821 0.977614 0.967003 1.17103 1.14564
threshold=0.52500000000000013 0.34854256669754402 0.27500000000000008 1.0000000180025095e-35 4.5184800837290524 3.5000000000000004 4.3038690757349274 0.16500000000000004 1.0000000180025095e-35 3.4855547771300555 3.5565212271721318 2.2053316966240444 0.38750000000000007 1.0000000180025095e-35 0.41250000000000003 0.33858342317092005 3.5000000000000004 0.15500000000000005 3.7574466511864686 0.13723808562876269 3.7044269646841417 3.7222509892493991 3.735056698925844 0.074999999999999997 0.51250000000000007 1.0000000180025095e-35 3.0678793895128593 -1.0000000180025095e-35 0.2950000000000001 0.11651583710407241 0.029437229437229439 1.0000000180025095e-35 0.17500000000000002 0.16500000000000004 3.637649039618045 1.0000000180025095e-35 0.38753526018209083 3.6565212271721315 4.7537168748336507 0.024404761904761908 3.6136629030736409 0.16000000000000003 0.072751322751322761 3.366682589575968 0.23000000000000004 3.5368030955064285 3.6146403336683859 3.6350566989258439 3.5498703649766381 1.0000000180025095e-35 0.15500000000000005 3.3361473422153938 3.1963557881865921 0.38173034209821377 4.4370527171589424 3.3868030955064286 3.1963557881865921 0.32000000000000012 2.533010400260828 4.500814583693912 0.31936274509803925 3.1963557881865921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 -5 -7 -6 30 26 11 -11 28 14 15 16 -12 20 -19 -20 23 -22 -23 -15 25 -24 -10 -16 29 -13 -1 32 33 41 -35 36 37 -36 57 58 -41 47 -43 44 -44 52 -47 48 55 50 -50 53 -45 54 -49 -32 -57 59 -40 60 -34 -62
right_child=1 -3 -4 4 7 6 -8 -9 9 10 13 12 -14 17 27 -17 -18 18 19 -21 21 22 24 -25 -26 -27 -28 -29 -30 -31 31 -33 38 34 35 -37 -38 -39 39 40 -42 42 43 45 -46 46 -48 51 49 -51 -52 -53 -54 -55 -56 56 -58 -59 -60 -61 61 -63
leaf_value=-0.011500406657876178 0.0035164353858795931 -0.011007153492795609 0.025005974129148876 0.015730146176816163 -0.0039492605619104622 0.0088499596601177028 -0.0092627238522224199 -0.027651501352115349 0.0031916351890238751 -0.01750738042137609 -0.010285291268636578 -0.0038082563142359965 -0.01191537183719993 0.0029206087908748776 -0.006589122865655112 0.036480585141294604 0.018020417626863596 -0.019341878743388212 -0.012868415434610559 0.01481160282748435 -0.017252389407507372 0.024782861555929216 -0.00018758463429621226 0.024801807575289606 -0.014420279528612823 0.014924147509938045 0.022556461469882515 0.0089835263941573512 -0.0057001272818211638 0.01681811058590886 0.0088288433694777638 0.0015167271751151256 -0.0040131958854540319 -0.014573216229481361 -0.0077024569089777332 -0.0079377977655236062 -0.0055132243697310077 0.035721392245317923 0.0146158118134308 0.0055085520129426035 -0.018711339679277059 0.022085583986882314 -0.026838362682587782 0.0055623095983240046 0.0042541892927201999 -0.011743450198053248 0.0028091441747445144 -0.026682527340062726 -0.0054044819006530279 0.017089837880115855 0.010496334097727648 -0.0011979186557950347 0.026281762369951157 -0.0015443673069837332 -0.006971032180496833 0 -0.017517045989329481 -0.004446045674078942 -0.003999092553899756 0.012647671872255455 0.001558211956587461 0.011180487023820459
leaf_weight=4.7265249649062744 3.7481523249298316 3.8037924845702946 3.0695755798369646 3.1199351456016329 3.1752708554267874 2.560998095199464 7.9493160955607891 2.4006371190771461 5.0265543386340124 5.5813017711043384 2.315261263400318 5.1112038772553259 6.7111211791634551 11.837550685741009 5.6468198224902153 2.1108148186467579 5.7492439597845078 5.2270756065845472 2.6363854170776904 3.3854928184300661 4.6255276566371313 2.8096086680889121 37.077886389568448 4.2489119675010434 4.6501686051487914 5.079045543447136 4.5309693347662687 4.7945096939802152 5.5936833266168824 5.894441882148385 3.9426650358364013 146.09914991166443 14.885948710143564 22.212413443252444 1.8447772320359934 18.5096962954849 9.4372400222346169 4.2863157712854445 3.2824566867202547 2.2350308373570424 7.8175362041220069 4.4627211634069672 5.7817290276288968 8.1543036457151157 5.4500807747244835 13.800774955190716 54.035983426030725 7.1655545830726686 10.013457436114555 6.3755806339904657 8.0170142743736488 28.982274026609957 4.3346607293933621 11.271803486160932 13.559337317012249 7.0742400707676989 7.0978406686335802 11.811066235881297 8.7308714622631651 11.930334522388874 31.0692039411515 18.962603636085987
leaf_count=41 35 39 62 39 34 32 107 55 42 33 20 33 44 88 34 41 121 35 27 50 30 24 375 38 29 61 44 38 38 45 47 1468 177 292 23 212 121 70 40 15 118 55 33 65 36 86 660 131 83 91 66 327 37 167 191 88 70 282 103 127 315 186
internal_value=-5.19427e-05 0.00476569 0.0144837 -0.000137745 -0.00433205 8.48085e-05 -0.00420624 -0.0157969 -4.92529e-06 0.00145821 0.000533066 -0.00502954 -0.00166321 0.00217104 0.00826168 0.0159646 0.00911581 0.00054198 -0.00771797 0.00170481 0.00196636 -0.00012515 0.00141395 0.00930208 0 0.00155329 0.0132611 3.2223e-05 0.0022171 0.00680644 -0.000414678 -0.000296322 -0.00103579 -0.00221431 -0.00700578 -0.00184195 0.00503385 0.0218774 0.00163196 -0.00518379 -0.0127388 -0.000826787 0.00137251 0.000251577 -0.0114158 0.00198182 -8.90799e-05 -0.00292372 0.00126248 0.00582888 0.00137408 -0.00593542 0.0135274 -0.0100062 -0.0142628 -0.00455871 -0.00877163 0.00340367 0.000751929 0.0046964 0.00310865 0.0053546
internal_weight=687.832 10.6215 6.81773 677.211 19.2062 13.6302 10.5103 5.57591 658.005 140.644 131.086 28.8918 23.3105 102.194 20.6166 10.1753 8.06451 81.5777 11.249 6.02188 70.3287 54.2422 49.6167 16.0865 46.8071 42.1569 9.55752 10.4413 16.5993 11.0056 517.361 512.635 366.536 255.81 56.2904 34.078 15.5683 6.13109 110.725 22.0659 10.0526 199.52 96.0203 91.5575 11.2318 80.3257 67.8368 103.5 42.5208 24.4061 18.0305 60.979 12.489 31.9967 20.7249 18.1147 14.1721 88.6592 12.0133 76.8481 64.9178 50.0318
internal_count=7516 136 97 7380 267 178 139 89 7113 1290 1204 193 160 1011 254 182 141 757 112 77 645 519 489 126 465 436 86 72 116 78 5823 5782 4314 2951 718 426 214 93 1363 276 133 2233 972 917 69 848 746 1261 445 240 149 816 102 489 322 205 158 1087 143 805 678 501
is_linear=0
shrinkage=0.03


Tree=215
num_leaves=63
num_cat=0
split_feature=0 15 42 0 42 34 3 42 14 3 0 5 5 31 12 5 11 5 50 31 14 50 21 42 3 1 17 3 25 31 1 14 50 1 14 14 14 11 3 0 5 11 31 49 3 1 9 1 24 50 13 11 3 11 32 31 50 31 14 42 14 11
split_gain=0.296827 0.959878 1.3186 0.306414 2.83846 2.22654 1.9974 1.63991 1.46535 1.27346 1.25519 2.28356 1.38196 1.25143 1.23185 1.03993 0.93012 2.57768 1.77401 0.847043 1.35404 1.03049 0.960269 0.617045 0.570656 2.31246 1.31036 1.0662 1.47957 1.80087 1.27456 1.53615 1.88034 1.03757 0.943736 0.938736 1.68396 0.993886 0.918461 0.84666 4.58883 2.48274 2.48135 1.75876 1.36784 1.10768 3.38592 1.56469 1.05851 0.762252 0.760796 2.07677 3.69854 1.43767 0.925382 1.14503 0.663596 0.647585 0.564186 0.65676 0.559629 0.473373
threshold=51.500000000000007 1.0000000180025095e-35 5.0009086044551614 24.500000000000004 4.0601480385259885 1.0000000180025095e-35 0.048809523809523817 3.4334948141752979 0.73606811145510853 0.19803921568627456 27.500000000000004 0.30368906455862982 0.41522988505747133 0.16000000000000003 0.32500000000000012 0.31698564593301443 0.66692775118394609 0.062418346836329859 2.8153069638604364 0.12000000000000002 0.78466880341880352 3.315707808323157 0.3920918598895945 3.821439344671016 0.080540540540540564 4.8218426205347829 1.5000000000000002 0.1012820512820513 1.0000000180025095e-35 0.12000000000000002 4.5377900106069626 0.64414928292046947 3.1963557881865921 4.7037836835244127 0.60826939471440766 0.69416099773242645 0.65978723404255335 0.70531894003848827 0.099019607843137278 38.500000000000007 0.027402402402402406 0.7130146705995698 0.16000000000000003 1.0000000180025095e-35 0.13310480342311679 4.5845731102501741 0.12500000000000003 4.6250269199402787 1.0000000180025095e-35 3.0678793895128593 0.90000000000000013 0.74664420241889318 0.14976474159690528 0.75449491438277516 1.0000000180025095e-35 0.16000000000000003 2.7040907083446837 0.12000000000000002 0.6761982570806101 4.883552937674458 0.68642083699151313 0.6311477619462813
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -7 9 15 11 -5 16 -6 23 61 17 -12 -19 -16 21 22 -21 -9 25 26 -18 28 29 60 -31 32 -32 35 -27 36 37 -28 -33 40 -29 42 -41 45 -45 46 -42 -47 -46 -35 51 52 -43 -53 55 -52 -30 -56 59 -36 -26 -8
right_child=1 2 -4 10 13 7 8 14 -10 -11 12 -13 -14 -15 19 -17 24 18 -20 20 -22 -23 -24 -25 27 34 33 39 56 30 31 38 -34 49 58 -37 -38 -39 -40 41 43 50 -44 44 48 47 -48 -49 -50 -51 54 53 -54 -55 57 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.016162099538461761 -0.026356153884176142 -0.015595683228138748 0.022693767748263018 0.020140356158272754 -0.028740269898862126 -0.01838402833344974 0.0088911618378606228 -0.019478981938890035 0.032399893336864882 -0.003196388386056433 -0.030014453598200718 -0.0036933202313876676 0.01887911836606505 -0.0047161968745813585 -0.0052177204741054514 0 0.015509581567424654 0.018205172841883083 -0.011739876437393888 0.0076214649360694785 0.023536170649399838 0.011253443237834736 -0.010909873013419745 0 -0.016011699315992077 0.0024986968064775092 0 -0.030113691598870704 0.0032582499530976403 0.021932797816377234 0.030044849581981631 -0.010722700860387947 -0.00064581500333287553 0.018720879585237805 -0.025806413231689723 -0.016901064999610478 0.013953776701913575 -0.018989110576067468 0.0054866290883511448 0.033679991610651598 -0.035701001577141657 0.03225382301538407 0 -0.0023454692512329461 0.005953792031796243 0.0156066999595042 -0.0022078710871376909 -0.0038992927439097176 0.031560617608405374 0 -0.0028606784622818649 -0.012738333190435882 0 0.00025460090317027003 0 0.024549641846610581 0.026652856503772922 -0.012149845005867186 -0.0032620068717362791 -0.0057400160414555271 0 0.038932978814311799
leaf_weight=1.8557945452630509 1.4278432452119876 1.4699068840127441 1.3195286605041472 7.5049626603722555 4.4052464980632049 5.2748009394854298 1.6843390972353502 3.9288181588053694 3.2012542234733692 4.3310587285086513 3.30496389698237 6.053298644721508 3.2698253393173209 4.7956416364759207 9.115036225877704 2.3289751559495926 4.8997924029827145 3.004524833522737 3.7202014466747642 3.4872146481648141 3.0249146833084515 6.2896993383765212 6.537104164250195 1.7967833653092382 4.7057969244197038 2.4000040637329212 4.7462045038119012 5.1059375656768671 2.5079194754362097 3.9826258504763272 3.2440171306952861 6.5787824373692256 2.9777579884976149 3.193667226471006 6.1749440394341928 4.3508862340822807 4.3077827263623467 4.0601938655599952 5.1906247399747372 3.7937929574400178 3.3691801801323917 4.856359561905264 3.7515593590214849 4.7353261336684209 4.5071253422647715 4.6878643347881761 13.51464372128248 14.637805172242222 2.8203960862010717 3.2551191700622439 3.9766209721565273 7.6116091068834058 8.0754285510629398 406.25332928355783 5.9498534910380867 1.6777752889320252 3.6906928839161992 12.705581001937388 3.5720036756247273 3.2251997524872422 3.0323824360966682 1.7522666836157439
leaf_count=13 41 110 100 56 85 37 45 73 67 123 48 38 23 37 115 16 52 31 47 42 46 53 66 19 55 28 55 71 28 53 38 75 37 33 65 45 58 42 55 46 17 46 44 47 48 65 191 121 40 29 52 69 71 4023 91 108 53 103 35 38 32 26
internal_value=-5.02326e-05 -0.00780191 0.000816372 0 -0.00197611 0.000536918 0.0103268 -0.00310502 0.0146527 0.00792305 0.000204191 0.00916433 0 -0.0172235 -0.000479317 0.0171088 -0.000108176 -0.00907978 0.00091213 0.00191706 0.00560597 0.00167327 -0.00385346 -0.0130637 3.66735e-05 -0.00322336 0.00161688 0.000311588 0.0052949 0.00222923 0.00676694 0.00287569 0.0148592 -0.00108585 -0.0125855 -0.00509677 -0.00053477 -0.00844073 -0.00310045 -2.81279e-05 -0.00360749 0.000376756 0.0172215 -0.000567372 0.00911494 -0.00399009 -0.00958237 0.000636418 0.0171837 0.00870094 7.4204e-05 0.000382291 0.0121279 0 -0.00504893 0.00480848 0.0185229 -0.0083742 -0.0158273 -0.0198096 -0.00974633 0.0271576
internal_weight=687.011 4.21728 2.78944 682.793 63.8089 54.6081 15.1537 39.4544 13.2979 10.0966 618.984 13.5583 605.426 9.20089 34.1796 5.76558 602.156 10.0297 6.72473 28.454 19.3389 16.314 10.0243 5.7256 592.127 44.1858 28.8136 547.941 35.9106 29.712 21.9738 17.9912 6.22178 23.9139 15.3722 17.4651 13.1142 8.8064 11.7694 512.03 53.3783 458.652 7.54535 48.2723 12.0628 36.2095 16.8838 19.3257 7.32752 6.44879 451.107 426.797 12.9318 413.865 24.3098 5.6544 6.19861 18.6554 12.9721 9.40014 7.73818 3.43661
internal_count=7516 251 210 7265 863 741 290 451 277 210 6402 94 6308 122 414 87 6285 126 78 322 207 161 108 92 6159 480 314 5679 426 345 258 205 75 262 166 200 155 97 130 5253 600 4653 90 529 135 394 208 186 88 62 4563 4209 117 4092 354 160 81 194 138 103 87 71
is_linear=0
shrinkage=0.03


Tree=216
num_leaves=63
num_cat=0
split_feature=14 9 42 58 35 40 11 50 14 26 26 3 3 42 26 42 42 11 50 11 11 12 42 3 25 13 2 0 11 42 50 26 12 34 42 14 49 14 3 14 13 42 42 42 49 9 3 11 42 14 42 42 42 59 14 3 11 50 14 11 42 26
split_gain=0.2871 1.07162 1.66188 0.319283 1.84347 1.30289 1.32548 1.18374 0.901992 0.852812 1.91494 0.880288 1.21592 1.6341 0.989205 0.995232 4.61624 1.66292 0.56608 0.53318 1.00891 0.506041 0.429855 1.87395 1.69685 6.37679 7.21909 4.3876 1.42817 1.16999 1.34632 0.992378 1.5973 1.10531 1.056 0.937935 2.03163 1.80099 2.20745 1.14952 1.37086 1.48047 1.34995 1.12875 1.18603 1.12741 1.26059 0.932259 0.890181 0.840665 1.11771 0.966404 0.936894 2.89648 2.04682 1.86719 2.3548 2.06923 1.61099 1.80515 1.54906 0.907931
threshold=0.55694444444444458 0.27500000000000008 4.9763905204053005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.88746759124415953 2.4194005465518993 0.66565040650406515 3.5000000000000004 6.5000000000000009 0.34687500000000004 0.38750000000000007 3.5836479651132866 7.5000000000000009 3.567678236601139 3.5467622390330522 0.91667064739399207 2.8153069638604364 0.91640860664678481 0.93349589109791131 0.27500000000000013 3.8753381686865334 0.36250000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 39.500000000000007 0.80884265122221277 3.7789382144677943 2.2053316966240444 9.5000000000000018 0.52500000000000013 1.0000000180025095e-35 3.7885744636323824 0.67033365570599623 1.0000000180025095e-35 0.67700320512820522 0.18634259259259262 0.67327315541601263 0.90000000000000013 4.3298514159003032 4.9327061363990721 4.3353867088070173 0.2950000000000001 0.37500000000000006 0.23145604395604399 0.94384835368155462 4.7829354014028169 0.7005434782608696 3.6590178639248787 3.6195884966423413 3.6656344265871388 1.0000000180025095e-35 0.60180165816326536 0.51250000000000007 0.92591708652102567 3.1963557881865921 0.63069358178053847 0.92917064739399213 3.6539288864799304 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 22 -5 7 8 -6 -7 21 -11 -12 13 -13 -14 16 -16 -17 19 -8 -21 -9 29 24 28 27 -27 -26 35 47 -31 32 33 -32 -33 45 39 -38 43 -37 41 -41 -43 -39 -45 46 -24 49 -48 52 51 -51 60 54 -54 58 -57 -58 59 -55 61 -2
right_child=3 2 -4 4 5 6 18 9 -10 10 11 12 14 -15 15 17 -18 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 30 31 34 -34 -35 -36 36 37 38 -40 40 -42 42 -44 44 -46 -47 48 -49 -50 50 -52 -53 53 55 -56 56 57 -59 -60 -61 -62 -63
leaf_value=0.030885447271709682 0.010727787100691394 -0.02277492997753388 0.017686785900490169 -0.026739083495295121 -0.012954273062279229 -0.003116052738101584 -0.01478556230207571 0 0.021028125629231335 0.01503147567766828 -0.011478598751907394 0.0028868839599883764 -0.012085804407497305 0.034439013832348722 -0.0015431204640428886 -0.0078042354619357601 0.035733298959207314 0.0041013504049429404 -0.017843964699518274 0.020834912490389074 -0.010535000320054834 -0.0183488694569241 -0.0019689925898639738 -0.026319686381251626 -0.021934096187744168 -0.020509280093277262 0.026630537157549435 0.0066828843803812482 0.018092817476633192 0.023945307572764533 0.031698248453009961 0.010267972264575322 -0.0061162903528847587 0.0037385210949146563 -0.0066684340317859385 0.012562340874443143 -0.010728940721542875 -0.012959096934835759 0.027623994094105587 0.011153833053561166 -0.0089015386756728047 -0.0092397398222037949 0.010730225214768851 0.017895326277953167 -0.002100466465082555 -0.016792468102992422 -0.024430584961177403 -0.013223076433779882 -0.0024054377980215974 -0.0019778163977508955 -0.009871914698017778 0.01034771264093287 -0.004216268721010127 0.0035797708473717868 0.024320025594649793 0.012708359389515702 4.156470247635854e-05 -0.020734503619833818 0.0010490286509078886 0.033267197607374552 -0.011759850870918796 0.00041628320895910174
leaf_weight=1.0753948464989651 7.9777128770947447 1.5313587484415623 1.7104705953970549 2.3729565888643256 5.2628167946822932 4.3661786420270827 2.187337656505405 2.2654713727533808 1.6670240964740513 9.108429051935671 4.8472276329994193 6.0034715994261187 5.3512664660811415 2.0420174514874816 11.072457791771738 18.661809001583606 3.7591654350981107 23.306754998862743 8.6565659460611624 1.4842558670789006 1.6456581801176069 2.7611363120377064 102.26742913387716 2.3705093134194604 8.9192865807563066 3.3047852851450452 15.231627179309726 9.6346749179065228 2.9847712507471433 3.5344412266276803 3.3001582915894705 4.7044655634090295 2.5942584723234177 2.9607750508002937 9.6853848481550795 3.8395392959937444 3.198225503787401 2.2699226960539844 5.7241114927455774 8.4521320872008818 24.200466302689165 12.128137076273559 3.6354644913226357 5.6496011121198517 3.9635358061641455 5.6262539392337194 3.9397312998771659 4.2680034879595032 3.9631688799709082 42.438995168544352 14.145896366797386 6.3849904569797209 2.4570981338620177 4.8061344213783759 9.3049103850498778 4.5188920050859478 7.2654627338051787 8.7105066580697876 17.833610353060067 3.5250997245311737 8.8758930657058936 164.46322496421635
leaf_count=8 58 118 114 64 127 92 65 27 22 75 61 86 53 31 132 220 46 277 172 29 38 41 1206 17 161 47 321 70 30 43 52 46 16 34 85 46 31 25 68 86 312 140 44 83 36 89 40 27 43 320 173 71 17 39 113 35 52 52 136 35 58 1261
internal_value=-4.8859e-05 0.00747133 0 -0.000107445 -0.0015392 -0.000918647 -0.0078515 0.000500132 0.00305326 0.00138847 0.00217303 0.000496805 0.00143922 0.0122639 0 0.00118046 0.00785539 -0.00106223 -0.0129596 -0.0035617 0.00289717 -0.0101788 0.000178386 -0.000801695 -0.000488538 0.0053304 0.0177767 -0.00684118 -0.00164918 0.000875652 0.00687694 0.00384362 0.0116701 0.0199299 -0.000655327 -0.00201174 0.0005789 0.00852712 0.012443 -0.00249171 -0.00385572 0.000972777 -0.0041816 0.00429752 0.00916477 -0.00369619 -0.0029438 0.000328453 -0.0144578 0.000547934 -0.00249825 -0.000207909 0.00137447 0.00467819 0.0178863 0.0011585 -0.00543494 -0.0110315 0.00655275 0.0173298 0.000272945 0.000939958
internal_weight=686.199 4.31722 3.24183 681.881 116.822 114.449 20.007 94.442 6.0332 89.1792 84.1526 75.0442 70.1969 8.04549 62.1515 56.8002 14.8316 41.9686 13.9738 5.31725 3.12991 5.02661 565.059 231.303 228.933 37.0904 18.5364 18.554 191.842 333.756 26.7795 23.245 8.85519 6.26093 14.3899 188.858 73.0611 20.8054 17.6072 52.2557 48.4162 24.2157 15.7636 11.8831 9.61314 115.797 110.17 306.976 7.9029 302.708 62.9699 48.824 239.739 58.4217 11.762 46.6597 20.4949 15.976 26.1648 8.33123 181.317 172.441
internal_count=7516 240 232 7276 1658 1594 418 1176 114 1049 981 906 845 117 728 675 178 497 304 132 67 68 5618 2895 2878 599 368 231 2279 2723 276 233 102 86 131 2249 871 243 212 628 582 270 184 144 119 1378 1289 2447 83 2420 564 391 1856 479 130 349 139 104 210 74 1377 1319
is_linear=0
shrinkage=0.03


Tree=217
num_leaves=63
num_cat=0
split_feature=0 15 0 0 26 34 4 0 4 1 11 11 14 11 23 11 49 26 26 21 11 14 43 43 1 26 14 50 50 4 11 12 12 14 0 14 26 50 4 5 5 1 5 4 0 11 31 14 31 1 1 1 50 1 50 31 21 11 31 49 11 4
split_gain=0.293341 0.923458 0.427233 0.574949 0.292401 1.07657 3.04616 2.2383 1.54797 1.05635 1.45643 4.14863 1.71171 1.61565 1.74489 2.46483 1.33337 1.34303 1.11073 0.868787 1.0496 1.08148 0.85847 1.32279 1.1624 1.08762 2.8402 1.53324 0.980675 0.940603 1.35354 2.14525 0.869439 1.16015 0.794246 0.75161 0.701927 0.699574 1.71797 0.973943 0.941485 2.23794 1.28865 1.04331 0.832067 0.80765 1.36939 1.51919 0.762253 1.41475 1.18369 1.05709 1.66815 1.51312 1.69505 1.11402 1.04823 2.12302 1.24406 1.02036 1.43036 1.95273
threshold=51.500000000000007 1.0000000180025095e-35 1172.0000000000002 1631.5000000000002 8.5000000000000018 1.0000000180025095e-35 0.52142857142857157 49.500000000000007 0.44949869224062777 3.5845066141412256 0.68549313361399677 0.66692775118394609 0.7005434782608696 0.70194729965171965 1.0000000180025095e-35 0.74850946649616978 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 0.44366307262800386 0.92486201952626634 0.70426321369074674 0.074999999999999997 1.0000000180025095e-35 4.8037733451769924 6.5000000000000009 0.63299319727891168 2.533010400260828 3.3536489182451987 0.26006441223832533 0.83085547280318017 0.12500000000000003 0.4250000000000001 0.68011627906976757 49.500000000000007 0.62152509652509658 7.5000000000000009 1.7585441243211084 0.41172122951176043 0.38083164300202843 0.22653958944281527 4.4377836390644063 0.3133928571428572 0.27475490196078439 33.500000000000007 0.71801725825488583 0.31000000000000011 0.6608656174334141 0.31000000000000011 4.8341389671286441 3.3995817701478352 3.4792268092965979 2.9797363981426757 3.4948420730940497 2.9797363981426757 0.12000000000000002 0.32799908871127548 0.91259835368155462 0.35000000000000003 0.12000000000000002 0.85377784420938962 0.31142241379310348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 8 22 16 11 12 -11 -12 -15 18 -7 -18 -16 20 21 34 23 24 29 27 -27 -24 -28 30 -1 -32 33 -29 -17 -31 -9 38 45 40 48 -42 44 -44 -43 -6 47 -47 50 56 -39 52 -52 54 -53 -54 59 -58 -59 60 61 -50
right_child=1 2 3 -5 37 9 -8 36 -10 10 13 -13 -14 14 15 19 17 -19 -20 -21 -22 -23 25 -25 -26 26 28 32 -30 35 31 -33 -34 -35 -36 -37 -38 39 -40 -41 41 42 43 -45 -46 46 -48 -49 49 -51 51 53 55 -55 -56 -57 57 58 -60 -61 -62 -63
leaf_value=0.015532346918725178 -0.026155044974614738 0.015007101164004555 -0.02071536997678209 0.0099708628632308137 -0.013469319547117241 0.011583242639013346 0.026506568741840011 0.02670014849307829 -0.015406077003410606 0.014010491543628491 -0.019736094210619271 0.034250076452914113 -0.016152845069312693 -0.019832783733200438 0.01786267205729172 -0.011833634775899184 -0.014095248990219602 0.007876867526890147 -0.0031483537765142097 -0.018912391376155389 0.0061954309035098416 0.0074104724154152608 -0.012920906770160976 -0.016047944163802133 0.015491422340624615 0.025084601027399428 0.0096400711491146408 0.020934219144351934 -0.011346731247142056 -0.020246830882110205 -0.015902286505483618 0.0018121319769775126 -0.00030116402475634138 0 0.0023927621515866691 -0.0017727949551861817 0 -0.010731623581961152 -0.022070388467805253 -0.010438645795755907 0.022770935938515587 0.00026456712415617054 0.002971451659222398 -0.014590149518400573 0.015067900890029427 0 -0.016437751732914195 0.023213620607889385 0.024600068286304153 0.021504089138918797 0.016562451255327872 -0.025025446240152429 -0.014997050596645431 -0.00049412046773420035 0.00016198071714715312 0.0082668676682291775 0.022950355867581772 0.0071408567409091831 -0.012459485289472896 0.0098292981436250339 -0.017509485814046887 -0.0074786260071664458
leaf_weight=5.1582215316593638 1.4009835910983373 1.1439046184532347 1.0293375812470911 0.53619820158928622 3.7859646035358372 10.502289826050403 4.4413760765455654 3.9144546883180729 4.8322445927187792 2.1982424417510611 6.3414956200867882 3.159910180605948 4.8055223673582077 5.1335362344980231 7.0532605638727528 17.396817659959208 5.0951624587178213 4.2405541334301233 2.5720720058307052 3.7142284139990798 7.2432545591145745 3.7016288787126532 5.1596277197822955 4.3069064700976005 4.2865394325926891 7.0269306199625117 3.623931210488081 5.1638374440372008 3.9094091607257724 3.2835777755826694 6.7396729663014403 53.576766788959503 11.730589764192699 5.2993249520659447 3.5155060682445756 6.7087630378082395 1.4871594812721012 10.343739600386469 4.366028810851275 7.9187248051166526 5.1576696112751987 8.9032700285315531 4.9041063487529737 6.0941135138273239 6.4016554504632941 9.9810964232310635 2.7855512639507642 3.1896940162405363 2.1404086872935313 3.4570955289527765 7.9464626316912454 4.6647848999127728 3.467082729563117 317.7698402130045 3.8421600311994553 3.2713445611298084 5.0240648742765215 7.9227499067783338 4.3443318158388138 3.7076072664931408 6.3729513697326174 5.9638593727722764
leaf_count=52 41 84 89 37 45 99 118 74 49 44 61 37 58 31 82 145 35 40 52 26 66 34 38 31 46 77 36 51 37 31 54 493 101 46 63 74 35 121 60 47 40 59 32 36 48 114 20 38 43 72 101 42 56 3568 41 30 80 59 27 47 44 79
internal_value=-4.7184e-05 -0.00784873 0.000702012 -0.00686797 0 0.000879942 0.00251663 0.00165268 0.000808333 -0.00170661 -0.00355882 0.00654443 -0.00572657 -0.00549291 -0.00350855 -0.00144304 0.00420742 -0.00352978 0.0116877 -0.00520931 -0.00331647 -0.00638476 0.00150129 -0.000181381 0.000638412 0.0050033 0.0116203 0.00120449 -0.000486904 -0.000164663 0.00107073 -0.000114119 0.00484238 0.0110692 -0.00915787 -0.00871039 0.0202696 -0.000437766 -0.00539605 -0.000143188 4.07772e-05 0.00502878 0.00117782 -0.00631042 0.00695789 -0.00122328 0.00144174 0.00586121 -0.000348355 0.00359586 -0.000804336 -0.00047947 0.00729781 -0.00085214 -0.013218 -0.00292549 0.00157177 0.00693365 0 -0.00322021 -0.00705937 0.000659542
internal_weight=685.16 4.11042 2.70944 1.56554 681.049 227.323 140.649 136.208 130.806 86.6735 66.8355 10.1637 7.00376 56.6718 50.3303 45.1968 19.838 9.33572 9.62533 35.5714 31.8572 24.614 125.974 84.0604 79.7535 41.9137 14.5603 27.3534 7.53334 75.467 65.4747 60.3164 22.1938 10.4632 20.9123 9.99234 5.40161 453.726 24.1083 429.618 421.699 31.4608 26.3031 10.9982 15.3049 19.7423 15.9563 13.1708 390.238 38.9331 351.305 340.962 14.6849 326.277 8.50694 6.73843 35.476 17.2911 12.2671 18.1848 14.4772 8.10427
internal_count=7516 251 210 126 7265 2316 1443 1325 1216 873 699 139 102 560 499 468 174 75 134 334 308 242 1167 781 750 386 150 236 73 704 599 547 198 97 208 105 109 4949 277 4672 4625 215 175 68 107 217 172 152 4410 451 3959 3838 187 3651 83 86 379 166 86 213 166 122
is_linear=0
shrinkage=0.03


Tree=218
num_leaves=44
num_cat=0
split_feature=1 1 36 50 14 14 4 13 50 32 21 12 14 1 12 42 14 31 26 14 12 42 42 14 32 28 50 27 32 13 0 42 42 41 55 42 14 14 56 37 14 50 2
split_gain=0.279937 0.952105 0.759899 1.30496 0.325435 0.666007 0.680216 1.15532 0.731018 0.716323 0.643237 0.365616 0.323077 0.685541 0.779521 0.587074 1.06336 0.354963 3.58352 1.22762 0.979538 1.46713 2.15041 0.931368 0.979468 0.779028 2.39675 0.983153 0.738937 6.2471 4.45226 1.29361 1.9368 1.51969 1.24749 1.53585 1.06187 0.871215 1.8554 1.15348 0.829731 0.297015 0.105615
threshold=3.342730752564798 3.3697022760782955 1.0000000180025095e-35 3.1963557881865921 0.79135572139303489 0.75795454545454555 0.27149877149877155 0.70000000000000007 3.3361473422153938 0.16500000000000004 0.41096404744368098 0.65000000000000013 0.5796825396825398 3.505475127672971 0.27500000000000013 5.0009086044551614 0.51653869448840439 0.16000000000000003 12.500000000000002 0.73606811145510853 0.27500000000000013 3.7088170599525303 4.1231023388601686 0.72860431052521457 0.17500000000000002 1.0000000180025095e-35 3.3723414149732767 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 49.500000000000007 4.4110065209197318 3.9946825456761439 1.0000000180025095e-35 1.0000000180025095e-35 3.7217279394998188 0.62296459033341967 0.66043559282552999 1.0000000180025095e-35 1.0000000180025095e-35 0.61070261437908513 2.9242685963818378 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 11 -7 -8 9 -9 -6 12 13 -3 -15 16 -16 18 19 23 -21 42 -23 25 -25 27 -27 -14 29 30 31 32 -19 -33 36 -36 40 38 -38 -39 -30 -17 -22
right_child=1 4 -4 -5 10 6 7 8 -10 -11 -12 -13 17 14 15 41 -18 28 -20 20 21 22 -24 24 -26 26 -28 -29 34 -31 -32 33 -34 -35 35 -37 37 39 -40 -41 -42 -43 -44
leaf_value=0.012588847492526662 -0.012608828602623421 -0.011228230601998743 0.016275854605757402 -0.0132110568864717 0 0.0058858408138418227 -0.021338200034417019 0 0.009849221656493122 -0.018866574888023444 0.019443536899733313 0.0087122115890074063 -0.002138696147830061 0.025406816378269626 -0.022941198472720518 0.022132974718643499 0.0052631017590614804 0.00018969900750056033 -0.028394139530483278 0.02162173007330551 -0.010578943512825338 0.032234970435742534 -0.0011314937542067935 0 -0.019876671896058431 0.0057706692828596966 -0.011095864362393005 0.0022096749720566114 -0.0019325125063700136 0.029326183661737833 0.027156870441840012 -0.00097122442637588742 0.017010336188436084 -0.016083042533714939 0.025396381612905132 0 -0.012107963866166435 -0.0034768393277788833 0.0078607298965861702 0.011599707335734996 0.01564863240364402 0 -0.00027723386820129113
leaf_weight=3.1182270720601064 5.2575516318902364 1.5222439393401135 3.2955824574455619 3.5177135281264782 4.012397493235766 2.7530507976189247 4.4605836309492579 3.2863860065117461 2.6592489248141646 2.7666694633662701 2.0923215858638287 4.1572536677122107 212.37040746724233 1.8289211541414241 1.3957686624489722 1.5640859291888776 4.3159308545291424 151.88666966930032 3.9736035955138496 3.466731551103293 3.1166055873036367 2.7724958825856447 3.3803281635046005 4.4316413067281228 4.4743023104965687 43.6463363324292 8.8012912473641318 58.598540319129825 4.0000060535967332 6.9049887382425359 5.3329386645928016 19.975161101669073 6.2628436945378771 9.0141749642789382 3.0129455253481847 5.2293919343501329 22.662248012609783 31.392248465679586 4.5995443165302268 5.0509219085797659 4.3252274915575981 0.61843858379870642 3.0633268281817436
leaf_count=39 53 12 36 33 53 25 40 44 33 35 43 29 2513 17 127 110 42 1068 162 47 42 40 36 56 39 408 79 622 33 450 161 165 50 64 29 46 188 287 41 50 36 14 19
internal_value=-4.43807e-05 -0.000127377 0.00489081 -0.000196355 -1.66118e-05 -9.0022e-05 -0.00611554 -0.00912294 -0.00185716 -0.00811011 0.0067552 5.08377e-05 0 0.00498711 0.00830555 0.0030724 -0.0011572 -9.83172e-05 -0.000740149 -0.000391148 0.00769133 0.00301421 0.0135006 -0.000797849 -0.0102955 -0.000511569 0.00279491 -0.00117527 0.0006883 0.00168165 0.000629343 -0.000122776 0.000914343 -0.00595377 -0.00170243 0.0090406 -0.00303644 -0.00441311 -0.0084877 -0.00117162 0.0066505 0.0158277 -0.00658171
internal_weight=684.367 674.436 9.93152 6.63594 669.178 663.074 15.9259 13.1729 8.7123 6.05306 6.10472 647.148 642.99 11.2454 9.72315 7.89422 5.7117 631.745 352.096 348.122 15.7995 12.3328 6.15282 332.323 8.90594 323.417 52.4476 270.969 279.649 199.377 192.472 187.139 158.15 28.9893 80.2725 8.24234 72.0302 63.705 27.2618 36.4432 8.32523 2.18252 6.17993
internal_count=7516 7408 108 72 7355 7259 177 152 112 79 96 7082 7053 322 310 293 169 6731 4063 3901 184 137 76 3717 95 3622 487 3135 2668 1958 1508 1347 1118 229 710 75 635 566 229 337 69 124 61
is_linear=0
shrinkage=0.03


Tree=219
num_leaves=63
num_cat=0
split_feature=0 42 34 1 5 43 12 0 5 5 31 11 11 31 31 31 49 42 1 31 31 42 5 5 1 5 43 12 42 17 26 9 1 42 26 42 5 29 42 42 11 11 42 42 5 32 58 5 36 5 1 36 31 26 26 49 45 1 1 42 11 5
split_gain=0.289399 2.6833 2.01283 1.56969 1.52069 1.41658 1.31339 1.19226 2.13674 1.31168 1.17542 0.873283 2.49503 0.745168 2.43786 0.667683 1.20171 1.32196 2.77139 0.866107 0.603945 0.585344 0.52048 0.405503 1.02915 0.618246 0.401393 1.0914 1.64145 2.16189 2.03698 1.47674 2.81559 1.46802 1.42356 2.53344 2.23812 1.20372 1.0541 2.33948 1.47187 1.04707 1.76274 0.997282 1.34391 0.978389 1.18642 1.47321 2.28086 3.28729 2.09206 1.45392 2.80556 1.63724 1.22432 1.11772 1.03408 0.982532 0.86027 0.785062 0.517913 0.35779
threshold=24.500000000000004 4.0601480385259885 1.0000000180025095e-35 4.2714664839669494 0.39009661835748799 -0.27499999999999997 0.32500000000000012 27.500000000000004 0.30368906455862982 0.41522988505747133 0.16000000000000003 0.66692775118394609 0.66019772732658288 0.23000000000000004 1.0000000180025095e-35 0.12000000000000002 0.15500000000000005 3.821439344671016 3.7442656022803047 0.16000000000000003 1.0000000180025095e-35 3.8170530456681173 0.20761494252873566 0.32200460829493094 4.8131109377704355 0.30151515151515157 -0.12499999999999999 0.52500000000000013 3.7885744636323824 1.5000000000000002 8.5000000000000018 0.17500000000000002 3.7967622390330522 4.2667341507509216 10.500000000000002 4.9219179224810015 0.031754032258064523 2.5000000000000004 3.7065212271721317 3.7385744636323821 0.92348603599663381 0.71801725825488583 4.8037733451769924 3.6786845113717574 0.22792207792207794 0.53500000000000014 1.0000000180025095e-35 0.025657894736842109 1.0000000180025095e-35 0.01941930618401207 4.6250269199402787 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 8.5000000000000018 0.15500000000000005 1.5000000000000002 3.5565212271721318 4.972381439688383 3.5330924399105412 0.90653824572156128 0.35599078341013829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 21 8 -2 11 -3 12 -9 14 22 20 17 18 19 -17 -8 -4 -7 25 61 26 27 31 30 -30 -29 32 37 38 35 -35 -36 59 40 -40 -33 -31 -43 44 -32 46 47 48 56 -50 55 52 53 -48 57 -49 -28 -53 -52 -13 -47 -25
right_child=7 10 3 -5 -6 13 15 9 -10 -11 -12 23 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 45 28 29 41 43 33 -34 34 36 -37 -38 -39 39 -41 -42 42 -44 -45 -46 60 51 50 49 -51 58 54 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.0075327366924685044 0.019533000563601129 -0.028396862122667791 -0.019747286340445518 -0.02224974211479808 -0.015325513976695668 0.028827991008062648 0.001455798537901866 0.005454308673536452 -0.0035354764711742911 0.018331399840362132 -0.0048045453920796208 0.0038661954523455952 -0.023511216589098518 0.030829086485346126 -0.01188484416775264 0.016770455592577737 -0.010461913244611746 -0.00062633112236083364 0.039737876701114026 -0.0036334942622716338 -0.012835450267987556 0 0.0053194987772709401 -0.0054037308902224182 -0.015566420769989915 0.011246498506637019 0.0033074529562046717 0.01311186286891549 -0.0064905199836544887 0.00015417666957448335 -0.024545890372278233 0.0040890369882513565 -0.025525465715003515 -0.00171715689855893 -0.011283005741351649 0.017270029678514362 0.004830214479949419 0.010084053816306936 0.033308835845710351 0.0044601634868788763 -0.013778787641606659 0.035970892697814706 0.0058543926666593162 0.0037054884447635279 0 0.01758818207956633 -0.0050360552727200377 -0.0029944070397886031 -0.0099826062577186778 0.024014096014631992 -0.013810635147458034 0.019916255365026163 0.0037045205114870339 -0.024440359399665806 -0.016157420750595425 0.0098605457436283326 -0.0015203412954391832 9.3649410637196607e-05 0.0015905682837624774 -0.0052465988742561066 0 0.0049659187162391476
leaf_weight=1.9736184068024147 7.4810916855931264 4.2576971687376481 4.1030619554221621 3.3042970243841401 1.541138008236884 3.745083437766878 4.7190555753186363 4.8272861400619131 6.0316836535930634 3.2721103429794303 4.7802251782268286 9.7834455077536386 5.0402105255052447 3.1623430275358251 2.4393931669183075 2.7271815054118687 3.4642636626958838 7.6869648071005932 2.7737419293262064 4.2218890720978379 4.4188586659729481 1.8469994952902196 2.1203598454594612 5.1329417452216166 5.0903384238481513 4.2684705108404151 149.48342913202941 7.1340825762599733 3.2007750747725341 2.4982698597013959 4.13755179569125 59.360310289077461 4.7488515367731443 24.436068069189787 22.477391133084893 8.1380900563672167 11.035962766036389 6.4312737435102454 3.3962995447218409 11.152760082855819 4.1429536500945678 5.1227075881324691 3.5412948396988213 4.6279057869687668 4.6031585931777954 3.7921278448775402 7.9189283251762452 21.88556794309989 27.588472607545558 2.5432722009718409 19.77723402436823 3.1712344884872428 8.6414342299103719 10.252046157605944 2.4519290030002585 8.1443353509530407 52.388435420114547 8.7087977863848192 3.0447744084522119 41.152668213937432 1.7035790458321569 6.543096624314785
leaf_count=18 56 85 75 21 9 102 68 68 38 23 37 97 58 98 48 29 31 69 36 55 47 20 15 31 31 31 1107 59 50 30 38 583 37 337 234 128 146 66 33 127 40 66 105 49 30 67 102 268 291 60 172 35 63 332 98 99 670 90 148 378 39 43
internal_value=-4.12806e-05 -0.00197721 0.000458905 -0.00299794 0.00983432 0.0133414 -0.000949829 0.000147136 0.00889702 -4.06997e-05 -0.0169424 -0.000156286 -0.00891814 0.0175159 0.0111352 0.00144957 0.00455149 0.00796453 0.015237 0.00377997 -0.00493943 -0.0136815 0.0217745 0 -0.00457869 0.000126695 2.94325e-05 0.000970238 0.00586694 0.0135761 9.75652e-05 0.00010855 -0.00371997 0.00180287 -0.00141659 0.00291983 -0.00580177 -0.00172828 0.00460213 0.0119617 0.00278955 0.0198712 0.0247479 -0.00649614 -0.0125307 -0.00063697 -0.000868958 -0.000157851 0.000850953 -0.00677588 -0.0046858 -0.00562247 -0.00975795 -0.0164574 0.00172918 0.000335645 0.00202462 0.00612388 -0.0114993 -0.00337067 0.0116182 0
internal_weight=683.591 63.2862 54.2482 39.2663 14.9819 13.4408 35.962 620.305 13.5128 606.792 9.03792 603.52 9.8675 11.4672 8.30484 30.012 20.874 17.4098 9.72281 6.94907 9.13791 5.95006 5.86544 593.652 16.7664 576.886 572.617 241.122 34.8657 14.363 20.5027 206.256 62.1162 144.14 66.0875 32.5742 33.5134 57.3674 78.0523 14.5491 63.5033 11.1623 8.664 13.3686 8.74071 331.496 326 284.856 232.004 30.1317 52.8519 41.1444 26.8124 18.171 14.332 30.0299 201.872 11.88 22.822 50.9361 5.49571 11.676
internal_count=7516 863 741 451 290 281 430 6653 94 6559 122 6536 126 263 165 335 220 189 120 84 115 95 117 6410 105 6305 6274 2633 427 251 176 2206 578 1628 845 465 380 541 783 160 623 201 171 117 68 3641 3535 2815 2128 351 687 720 497 434 223 367 1777 125 320 475 106 74
is_linear=0
shrinkage=0.03


Tree=220
num_leaves=61
num_cat=0
split_feature=0 49 42 43 0 42 34 3 4 43 12 0 3 14 5 5 11 5 14 42 3 11 17 4 0 3 3 47 49 49 3 14 14 4 12 0 4 11 0 4 42 43 4 4 4 2 11 42 35 14 49 21 43 11 26 26 3 21 3 42
split_gain=0.29139 0.88852 0.624053 0.641395 0.294283 2.56475 1.91108 1.8314 1.5843 1.459 1.24 1.10833 0.920137 1.31478 0.774151 0.759054 0.677306 2.61481 1.0712 0.617133 0.613439 1.82504 2.18224 1.65163 0.998625 1.04398 1.35994 1.06946 1.08945 1.2032 1.25178 0.948404 1.66944 1.21862 0.939297 0.928424 0.780373 2.88682 2.67964 1.32462 3.1114 1.07565 0.820432 0.640183 0.593567 0.573835 0.463853 1.71486 0.984307 0.446318 0.442353 0.636458 0.759448 0.421708 0.403694 0.336227 0.326679 0.306069 0.170406 0.134755
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.25000000000000006 24.500000000000004 4.0601480385259885 1.0000000180025095e-35 0.048809523809523817 0.27149877149877155 -0.27499999999999997 0.32500000000000012 26.500000000000004 0.13514669502693458 0.73141238253178564 0.41522988505747133 0.31698564593301443 0.66692775118394609 0.036375661375661381 0.66565040650406515 3.821439344671016 0.080540540540540564 0.74390579906832077 1.5000000000000002 0.43132201334141912 28.500000000000004 0.1012820512820513 0.11651583710407241 3.5000000000000004 0.12000000000000002 1.0000000180025095e-35 0.099019607843137278 0.62414383561643849 0.64414928292046947 0.34330357142857149 0.52500000000000013 30.500000000000004 0.43169315919138745 0.76801493146068267 49.500000000000007 0.40619293279766261 4.7859573202992296 -0.52499999999999991 0.46966911764705888 0.37245222489560004 0.34891304347826091 3.5000000000000004 0.6207242242090244 3.821439344671016 1.0000000180025095e-35 0.62847490347490365 0.12000000000000002 0.49043771922402912 -0.22499999999999998 0.6311477619462813 11.500000000000002 9.5000000000000018 0.24662162162162166 0.36076389205613724 0.20761494252873566 4.9327061363990721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 -1 -8 -9 19 -6 -11 15 16 53 17 -13 -19 -10 21 22 -18 49 -22 27 -27 44 29 30 -29 -24 -33 35 -35 -34 39 38 -38 41 -41 -28 -39 -30 -26 -7 48 56 54 -23 51 -49 -53 55 57 -14 -48 -12 -55 -25
right_child=1 2 3 -5 11 45 8 9 10 12 46 14 13 -15 -16 -17 20 18 -20 -21 24 23 31 59 25 26 36 28 43 -31 -32 32 33 34 -36 -37 37 42 -40 40 -42 -43 -44 -45 -46 -47 47 50 -50 -51 -52 52 -54 58 -56 -57 -58 -59 -60 -61
leaf_value=-0.015845638227266878 -0.024578279608189379 -0.016908383867580406 0.023887898474308642 -0.0072977977276196182 0.011546138933530539 -0.0071052193007521735 -0.023306358881076485 -0.0073640122233753985 -0.019580542644780312 0.032478670738516291 -0.010223814264536236 -0.029644499893145729 0.013364585671310556 0.029521333257150655 0.013181213239487932 -0.013312221489900222 0.018208170735341769 0.013942894762400748 -0.0077120136411870516 0 0.012226123059452592 -0.0064156324845345784 -0.018822237066508967 0.0052587611218939114 0.02625733371782446 -0.013506779694891837 0.0096303971901967704 -0.0028542617483351481 -0.019757653315379681 0.023059077013451369 0.011536740122177454 0.017410225718420887 0 0.010225990562441577 -0.0074069381655519646 -0.021519149551149395 -0.0025287329858941446 -0.021855709703320098 0.027143367736666802 0.026550593252508709 -7.9910742240650912e-05 -0.00015567471860568924 -0.0043089227499067831 0 0.0039788889193958744 -0.025204225799997058 0.0071104752777675943 0.0046423343272717467 0.011789774945209514 -0.023940855892805406 0.0075003567393914748 0 -0.020187544275314044 0.027614933782158468 -0.018015908671935078 -0.0084160556415732481 0.026331339732501506 0.0017170073043059372 0 -0.0033482165949122152
leaf_weight=1.8303451165556897 1.5509976213797916 0.69119305722415481 1.2955261126626281 0.47501434246078122 7.4701292961835852 4.7256990289315564 2.9837297070771447 1.9630179703235615 4.1056748190894714 3.1949871587567014 2.7863381775096077 3.1451541949063522 0.87614722223952446 2.2550098774954677 3.8197111040353766 1.5990372896194456 5.2740811016410616 3.4960930095985532 4.2106924075633287 1.7921024402603505 6.1650023087859145 3.1997859384864551 2.7011402305215624 3.0571385920047751 3.0110501889139405 6.5201670732349148 10.135616170242427 13.369769206270583 2.4840781735256305 2.9099570643156758 8.4800435481593013 3.6546744387596872 3.1137209534645107 5.8170702718198282 4.4899416025727987 4.6079678433015943 12.005008314736189 7.4808494858443719 3.2507454492151728 5.5547033087350455 11.182337040081618 445.30509601440281 5.0882038455456495 2.5130487466230989 2.8725995011627674 4.213425999507308 2.9411541833542314 3.2614665124565345 2.6019969172775737 6.4965044744312763 3.1746142329648128 3.2466811062768084 3.2612870689481515 1.0001276410184798 2.6351306885480881 1.3585425917990503 2.7151545616798103 3.6683162329718471 0.78711350122466672 2.6256617493927479
leaf_count=13 83 61 90 17 53 49 17 18 76 45 36 48 49 56 26 10 56 42 43 19 43 38 25 35 35 52 81 167 29 34 95 51 21 80 40 53 148 72 43 74 135 4576 52 34 32 73 34 37 31 60 29 36 29 30 28 32 33 46 37 29
internal_value=-3.96224e-05 -0.0079061 0.00140143 0.0125848 3.77438e-07 -0.00194048 0.000435886 0.00961643 -0.00292641 0.0138308 -0.000962417 0.000209271 0.0181853 0.0109833 5.6375e-05 0.00175671 -2.10042e-05 -0.00738753 0.00145684 -0.0134027 0.000106056 -0.00323758 0.000937876 -0.0115837 0.000392709 0.000242628 -9.58308e-05 0.0051939 0.00259082 0.0053334 0.00251284 -0.00267117 -0.000231381 -0.00428852 0.00197891 -0.0132505 7.23871e-05 -0.00477631 0.00367511 0.000372717 0.00861315 5.3073e-05 -0.0154011 -0.00952594 0.0168549 -0.0166575 0.00133492 0.0043955 -0.00302161 -0.0190103 -0.00125212 -0.00479152 -0.0104112 0.00951578 -0.00806986 0 0.0179456 -0.00268832 0.0195796 0.000283468
internal_weight=682.498 4.01273 2.46173 1.77054 678.485 62.9771 54.038 14.8643 39.1736 13.034 36.1899 615.508 11.071 7.87598 608.038 5.62097 604.218 10.8519 7.70679 5.89778 593.366 45.0377 29.6586 15.3791 548.328 542.163 506.523 35.6405 29.7569 24.7598 21.8498 24.3845 21.6834 18.0287 10.307 7.72169 500.003 27.8248 15.2558 472.178 16.737 455.441 12.5691 4.99713 5.88365 8.93913 30.2921 18.6004 11.6918 9.69629 12.944 9.76943 6.50797 4.02193 9.08979 2.23469 5.65631 6.45465 1.78724 5.6828
internal_count=7516 251 168 107 7265 863 741 290 451 277 434 6402 259 214 6349 158 6323 133 85 95 6190 488 326 162 5702 5659 5233 426 359 296 262 270 245 194 120 74 5181 315 191 4866 209 4657 124 63 67 122 339 198 141 98 131 102 65 148 110 81 67 82 67 64
is_linear=0
shrinkage=0.03


Tree=221
num_leaves=57
num_cat=0
split_feature=0 49 42 43 0 42 34 4 5 31 31 43 31 5 0 5 11 42 50 35 11 11 50 14 50 53 32 11 24 42 42 21 42 14 14 50 24 14 21 11 14 14 14 11 21 49 11 11 37 45 42 14 14 43 14 11
split_gain=0.284366 0.855374 0.59679 0.622531 0.277317 2.45456 1.81422 1.50979 1.4091 1.36055 1.4325 1.53541 1.16839 1.05254 1.05124 2.06916 0.923375 1.25543 1.91398 0.93626 0.802877 2.37299 0.643193 0.640308 0.468462 0.467743 1.23337 1.76624 1.39746 0.567986 3.66804 1.47809 1.33428 1.22816 2.30543 1.11512 2.32383 1.50662 1.28786 1.99081 1.22503 1.16909 1.14593 1.10631 0.93905 0.834361 0.727704 0.576832 1.48928 1.07681 0.420094 0.281042 0.254008 0.155022 0.0907795 0.0495812
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.25000000000000006 24.500000000000004 4.0601480385259885 1.0000000180025095e-35 0.27149877149877155 0.39009661835748799 0.23000000000000004 1.0000000180025095e-35 -0.27499999999999997 0.16000000000000003 0.41522988505747133 27.500000000000004 0.30368906455862982 0.62821906363916014 3.7967622390330522 3.315707808323157 1.0000000180025095e-35 0.66692775118394609 0.66019772732658288 2.8153069638604364 0.68533452807646367 3.1307312134163801 1.0000000180025095e-35 0.16500000000000004 0.67828968887170127 1.0000000180025095e-35 3.6656344265871388 3.6539288864799304 0.38106299493423201 3.6743119490300158 0.58411949685534603 0.58847248576850109 2.2053316966240444 1.0000000180025095e-35 0.64346246973365628 0.31689170450205018 0.85813377265693191 0.58607219827586221 0.57200460829493094 0.59594926350245514 0.91195260050547045 0.37809916640504737 1.0000000180025095e-35 0.89167064739399204 0.74664420241889318 1.0000000180025095e-35 1.5000000000000002 3.6839835643916454 0.74443344878772899 0.71973859473859492 -0.22499999999999998 0.77543626146110622 0.92376408799015874
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 8 -8 9 10 11 -1 -7 14 15 -6 19 53 51 24 21 22 -16 -13 50 29 28 -28 -27 30 35 44 45 55 -35 36 37 -22 39 -38 41 -37 -42 -44 -32 -31 -39 48 -36 -49 54 52 -19 -18 -9 -34
right_child=1 2 3 -5 13 12 7 16 -10 -11 -12 23 -14 -15 20 -17 17 18 -20 -21 25 -23 -24 -25 -26 26 27 -29 -30 32 31 -33 33 34 47 40 38 46 -40 -41 42 -43 43 -45 -46 -47 -48 49 -50 -51 -52 -53 -54 -55 -56 -57
leaf_value=-0.0071984373723261805 -0.024406387064982129 -0.016728991061383362 0.023580318793063805 -0.0071514078056364901 0.018694096744673386 -0.028027327386958512 -0.022807972066556884 0.0056942385012244742 -0.014862241561925669 0.030193543828081551 -0.011735765708118557 0.00172085756411963 -0.0043294677954896464 0.015077853130124479 0.016078237006358402 -0.0048828460767614225 0.0064699068120638885 -0.011093500853337306 0.011418360342871843 0.007069963672903308 0.0014231392049237476 -0.023028866925509761 -0.0038126141936254696 0.027612225544890585 -0.018005276057439012 0.017000880232928565 0.0073666102589937093 -0.024469753717709694 -0.0069597845024401686 0.021598138787759756 -0.014603176708076916 -0.026999923096817528 0.019814605588485305 -0.022460217823327886 0.0054190018930193448 0 -0.00048330828315238544 -0.022507080318054401 -0.0064650005449635424 0.024353442297099133 0.01544783035986139 -0.020036754874905648 0.00064698952825278228 0.016088374524904966 0.0032937997374894979 0 -0.0054074117434738085 0.0013468846275275072 -0.0029254745469787092 -0.0034819510251429529 -0.011955332698901758 -0.018854385912693186 0 0.021581479900999855 -0.0018646552416828038 0.0060136228757413698
leaf_weight=1.952684361487625 1.5169876078143709 0.67996230116114054 1.2759592083748428 0.47430069744586933 7.4655036926269513 4.1056711766868812 2.9621604466810814 2.1767204497009498 1.5241327360272396 3.0947631206363431 2.4274974321015179 1.771695601288229 4.7420469149947166 4.0566487386822692 2.4595930911600572 5.2614228203892708 3.1579785095527768 2.9923903513699752 5.8726568194106212 2.9781021000817409 4.4921847842633751 4.9199898475781083 2.3526208950206637 3.9999252739362419 4.8061516592279077 3.3266247715800983 1.8214693162590254 4.7468808386474848 5.2980256676673889 4.4076406387612215 5.5056347316130978 5.8103860514238468 2.7632203362882128 3.6747035076841703 61.529238847084343 4.6875247582793218 6.6616112161427754 9.0359243419952673 7.743504778482019 4.3942256048321724 4.9486747514456502 4.5908278077840805 200.82681375043467 4.1171011752448967 3.9805367523804307 3.1019774284213781 4.5517009207978836 138.58311403077096 26.795406150631607 59.04328494425863 3.5054571041837335 2.733250820543617 3.3558981753885746 2.5815637139603522 1.9546973444521425 2.2900651581585407
leaf_count=18 83 61 90 17 56 85 17 31 9 98 48 37 37 28 30 33 39 37 45 41 49 58 38 80 56 36 31 102 53 53 40 58 42 38 850 39 48 95 55 37 42 28 1890 55 37 25 65 1308 324 737 55 40 33 28 29 22
internal_value=-3.89865e-05 -0.00787155 0.00123963 0.0122965 7.78799e-08 -0.00188832 0.000431211 -0.00284087 0.00941083 0.0128294 0.00647526 0.0131073 -0.0163658 0.000202812 8.93682e-05 0.00855829 -0.000921339 0.00301497 -0.00123808 -0.00655857 -8.35094e-05 -0.00854575 0.00539271 0.020993 -0.0103552 4.90457e-05 -0.00509757 -0.0147979 0.00177805 0.000197567 -0.00078559 -0.0149601 0.00110016 0.000755706 0.000473224 4.88044e-05 -0.00473787 -0.0124121 0.00237978 0.00911251 0.000885178 -0.0095872 0.00138536 0.00100182 -0.00656096 0.0134681 -0.0173756 0.000804397 0.00281884 -6.75207e-05 -0.00443852 -0.0101386 -0.00500853 0.0147749 0.000811708 0.0151694
internal_weight=681.887 3.94721 2.43022 1.75026 677.94 62.6954 53.8477 39.077 14.7707 13.2466 10.1518 7.72431 8.84772 615.244 611.187 12.7269 36.1149 20.6937 14.9542 15.4211 598.461 9.7322 4.81221 5.77162 12.443 588.728 15.193 6.56835 8.62465 573.535 271.347 15.2966 302.189 294.679 289.626 256.05 36.8792 18.0798 18.7993 11.0558 219.171 9.27835 209.893 204.944 9.48617 7.50962 13.5876 285.951 88.3246 197.626 7.63687 9.08154 6.34829 5.73954 4.13142 5.05329
internal_count=7516 251 168 107 7265 863 741 451 290 281 183 135 122 6402 6374 89 434 222 155 212 6285 126 68 117 171 6159 222 133 89 5937 2538 135 3399 3321 3257 2403 349 209 140 85 2054 67 1987 1945 77 78 160 3219 1174 2045 115 110 70 67 60 64
is_linear=0
shrinkage=0.03


Tree=222
num_leaves=50
num_cat=0
split_feature=0 49 42 43 1 4 50 1 34 1 4 50 50 42 1 1 5 4 32 31 28 1 1 3 3 1 4 50 50 1 0 13 4 1 42 13 1 42 49 1 42 50 42 42 50 32 1 42 50
split_gain=0.277516 0.823487 0.570539 0.604107 0.277303 0.639145 1.13438 0.311376 2.07619 0.933513 0.814372 0.6095 0.348645 0.307469 1.33117 0.604799 1.75923 1.12034 1.12165 1.05785 0.575835 0.95353 0.465759 2.67742 4.13049 2.40983 2.82317 3.47928 2.25636 2.20643 2.16813 1.55268 1.30593 1.15507 0.515697 1.72496 1.71197 1.6742 2.43627 1.31212 0.841662 1.11863 0.831058 0.725065 0.674153 0.416476 0.166778 0.10836 0.10341
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.25000000000000006 5.1200721840520744 0.45049019607843144 2.9797363981426757 5.0538212618648695 1.0000000180025095e-35 5.0186495125046582 0.37377450980392163 2.7040907083446837 3.3361473422153938 5.0005279307147701 4.9769325775086912 4.8859497000344776 0.025657894736842109 0.46966911764705888 1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 4.9471272958050703 4.7502366905087499 0.1250550660792952 0.1568375422148294 4.8131109377704355 0.32697368421052636 3.3361473422153938 3.3458790118134671 4.8218426205347829 49.500000000000007 0.90000000000000013 0.44949869224062777 4.7846676487524258 3.8753381686865334 0.90000000000000013 4.7168999848499089 4.6907213539591348 1.0000000180025095e-35 4.2529124087693031 3.7789382144677943 2.2053316966240444 3.7753934147262185 3.7885744636323824 3.9808339139237336 0.17500000000000002 4.9220329683658006 5.0699631837661698 3.0678793895128593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 6 -6 9 12 13 -11 -10 -9 14 15 22 17 18 19 -17 21 -20 34 25 31 26 -24 -28 32 33 -31 48 -27 -26 40 36 39 38 -37 -36 42 -42 44 -43 -1 -39 -18 -13 -25
right_child=1 2 3 -5 5 -7 -8 8 11 10 -12 47 -14 -15 -16 16 46 -19 20 -21 -22 -23 23 24 29 28 27 -29 -30 30 -32 -33 -34 -35 35 37 -38 45 -40 -41 41 43 -44 -45 -46 -47 -48 -49 -50
leaf_value=0.00022273910900594179 -0.024233861668336614 -0.016550025649810837 0.023271960880596222 -0.0070078128127772747 0.024358822124051594 -0.0058302188123523172 -0.0013193837911966062 0.00073161845919807145 0 0 0.020518190091135775 -0.0081372878625283352 0.025030087679929987 -0.0077660005185852671 0.018174458580290279 -0.00111785135056594 -0.019224763017746737 0.015511469986128564 0.0054343963131257798 0.021495440327913763 -0.016935382810261725 -0.013622022293112145 -0.011095888391121338 0.02077507343259798 -0.00029204552579714188 -0.019987982456260451 0.031041419645229849 -0.0059726375579312301 0.010014607497090848 0.02428213827828719 -0.009319367531754677 0.0044917839185024634 0.00036078912952020986 -0.025935681153760468 -0.015898070692862351 -9.5377311823868015e-05 0.016384138988544007 -0.0030915368788393838 0.014438363644790538 -0.004158377189689433 0.019377929291241082 0.0099462123025204265 -0.015121071679212705 -0.00011449142140134342 -0.0091922667933091555 -0.020805951463476434 -0.0074916103678930252 -0.01980108801021507 0.038647500482096919
leaf_weight=382.90291323279962 1.4838793495437124 0.66902468237094614 1.2570187526289371 0.47360766818746913 2.7641282863914958 2.1660643070936203 2.3545261546969414 1.5410938262939429 3.2340896483510742 3.6017113504931322 3.5290550477802753 4.6689122002571803 1.6543805683031676 4.4514314895495763 3.3973785582929841 4.2537695560604396 5.2164026945829374 3.5477597685530773 4.939368265680967 2.5812684400007129 4.1391767337918273 3.8901434000581503 4.8621762245893505 3.8740817643702048 4.0952322604134661 11.658681892789902 5.471239813603459 3.3416592217981815 3.5019815443083635 4.1963507235050201 2.3880066089332104 3.5011248495429754 2.9742644596844903 3.0171114755794406 10.932834117673336 37.122661461122334 2.8091598134487858 3.7406656998209646 13.79304394405335 51.899466856382787 4.0877054673619559 8.3395703262649494 3.0774451391771427 21.792909991228953 6.7627107296138993 2.8291455153375864 4.7933756187558174 3.9443353842943907 3.7567784357815981
leaf_count=3740 83 61 90 17 41 29 35 32 33 43 41 46 33 55 35 43 33 44 61 67 29 38 41 36 45 114 61 28 42 55 30 48 40 26 149 560 24 76 204 585 59 107 24 234 73 26 31 35 34
internal_value=-3.89169e-05 -0.00783687 0.00107891 0.0120102 0 0.00575006 0.0118136 -5.60285e-05 -0.00429822 3.35135e-05 0.0106852 -0.0103928 0.015812 -7.77156e-05 -1.28129e-05 -0.000124362 -0.00404843 0.000240618 -0.00232288 0.00693755 -0.00769038 -0.00241283 8.27818e-05 0.00267484 0.0100735 -0.00293943 0.00625012 0.0165197 -0.0101889 -0.000579862 0.0112957 0.0234896 -0.0154983 -0.0124026 -0.000174075 -0.00188983 -0.00522979 0.00182489 0.00376551 -0.00634024 0.00030732 0.00480838 -7.18414e-05 0.00251936 3.93184e-05 -0.0119955 -0.0144506 -0.0144875 0.0311025
internal_weight=681.281 3.88353 2.39965 1.73063 677.397 7.28472 5.11865 670.113 15.0428 655.07 7.13077 11.8473 3.19547 647.939 643.488 640.09 33.3613 23.3515 19.8037 6.83504 12.9687 8.82951 606.729 56.6387 24.8287 31.81 13.6751 8.8129 18.1349 13.6967 6.58436 11.132 14.6329 7.11234 550.09 123.127 65.6415 57.4855 50.9157 62.8323 426.963 34.2202 392.743 30.1325 389.666 6.56981 10.0098 8.61325 7.63086
internal_count=7516 251 168 107 7265 105 76 7160 179 6981 84 114 65 6897 6842 6807 346 282 238 110 128 99 6461 600 274 326 130 89 196 156 85 118 154 71 5861 1624 758 866 764 734 4237 400 3837 341 3813 102 64 81 70
is_linear=0
shrinkage=0.03


Tree=223
num_leaves=63
num_cat=0
split_feature=14 0 42 58 40 50 1 43 3 21 14 32 32 21 37 32 31 3 27 14 1 3 3 3 21 43 14 1 31 25 31 32 50 42 14 50 21 4 42 32 32 14 42 42 14 4 1 1 1 42 4 3 3 3 42 1 1 14 1 14 40 1
split_gain=0.276445 0.860012 0.620198 0.311231 1.50589 1.17302 0.992218 0.971871 0.801064 0.719339 0.709661 1.34436 0.664339 0.658066 0.852578 1.20169 1.91272 1.12429 1.6463 1.86098 1.42932 1.36297 1.16608 2.53656 0.916537 1.27941 1.04093 0.880519 0.559253 4.10297 1.8986 2.53699 2.6354 1.60212 2.60017 1.41589 1.19282 1.18687 1.11588 0.987134 2.03745 2.13361 3.04104 1.43515 2.27996 1.70259 3.0331 1.26025 1.79433 2.36604 1.46339 1.74711 1.38335 1.08368 1.07264 1.05731 2.05248 1.36909 0.947778 0.926561 1.29986 0.902804
threshold=0.55694444444444458 1172.0000000000002 5.0250247642442778 1.0000000180025095e-35 1.0000000180025095e-35 2.4194005465518993 3.5368030955064285 -0.37499999999999994 0.5375000000000002 0.40922697885096049 0.66565040650406515 0.16500000000000004 0.25000000000000006 0.43664957611911392 1.0000000180025095e-35 0.18500000000000003 0.16000000000000003 0.48750000000000004 1.0000000180025095e-35 0.64346246973365628 3.6478104020218818 0.43750000000000006 0.36250000000000004 0.38750000000000007 0.39979088507391725 -1.0000000180025095e-35 0.6503424657534248 3.7355547771300555 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 0.17500000000000002 3.315707808323157 4.3751111872189599 0.62414383561643849 2.7040907083446837 0.42354256669754398 0.37245222489560004 3.7666825895759684 0.18500000000000003 0.17500000000000002 0.62233560090702966 3.567678236601139 4.6907213539591348 0.62847490347490365 0.44636015325670503 3.7442656022803047 4.6812338456874985 4.3539840504870346 3.8222509892493988 0.28269230769230774 0.10620300751879701 0.1478384990254171 0.11820390806925181 4.3751111872189599 3.6478104020218818 4.308349957457783 0.61611054937647458 3.5712391892834718 0.68642083699151313 1.0000000180025095e-35 4.1894640159230123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 28 5 12 10 -7 -8 -10 11 -6 -5 14 17 16 -16 18 20 -20 22 -22 -9 -24 25 26 -19 -26 36 30 31 -30 33 35 -35 -33 39 -36 -38 40 43 -42 -43 45 -45 47 -47 48 49 -2 52 -52 -50 54 -41 58 -57 -58 -55 60 -46 -34
right_child=3 2 -4 4 6 7 8 13 9 -11 -12 -13 -14 -15 15 -17 -18 24 19 -21 21 -23 23 -25 27 -27 -28 -29 29 -31 -32 32 61 34 37 -37 38 -39 -40 53 41 42 -44 44 59 46 -48 -49 50 -51 51 -53 -54 55 -56 56 57 -59 -60 -61 -62 -63
leaf_value=0.018261185266011056 0.00081601249543848111 -0.02092099625440004 0.01244262825512198 -0.022653035872822306 -0.02625389368993767 0.015817283214941229 -0.016835822220410107 -0.0075976233046418044 0.012730446533108539 -0.012968578839589379 0.015892411798985179 0.0061167818709034439 0 0.0088347590347271025 -0.016879205603496605 0.0061362943628178483 0.0047045511167467628 0.0093816662214843884 0 0.028363993547883142 -0.025631401146426376 0 0.03323180996022676 0.0027280601002580918 0.016827124661463373 -0.02646350082086928 -0.010394609847777771 -0.0040825790663650057 -0.02895820345326526 -0.02937405032461549 0.00056681463044221548 -0.01645165054429246 -0.002731432019369671 -0.0085432239342026466 0.0057177393246448374 0.0031203543790188281 0.024100958015758681 0.03456020361241674 0.0045090204998639574 0 -0.0014420908574921897 0.0031911514611826504 0.041661599033283613 0.027296228196347694 0.011265249630634577 0.016174496369547056 -0.021135002968755073 -0.0087451169247405799 0.036443373345129912 -0.022400019501225308 -0.0071675951956863444 0.012983707683103737 0.0070514476595450581 0 -0.019579155727141546 0.023769677137905412 0.018455948541255724 -0.0055166116621688261 -0.01708105224178982 0.01497908029124792 -0.0088473925940344405 -0.025680772604294688
leaf_weight=2.5773222215939304 58.333475841209292 1.0597470861393956 0.43503308854997147 2.8758455859497181 1.5801705839112425 3.5843850225210181 11.209582890383897 4.8919394863769474 1.7153895944356912 1.8036891762167213 1.8465783372521398 2.6411982402205467 2.5120502603240311 7.1404696488752952 11.007816553115847 5.0267377779819062 4.8463053442537776 3.2542634513229132 4.1517798788845521 4.5865261144936085 2.9121192786842576 4.4181672930717468 2.885295701678845 15.214645629283039 2.722507835365831 2.8862536288797864 6.6329472828656435 3.8853926379233599 3.9763413118198505 4.1751788156107059 327.26071630348451 5.5425898022949749 3.1496229134500009 3.5297043137252313 3.1092555671930313 6.8830074239522219 3.4655952388420728 3.2970425672829151 14.31858969433233 3.9752658177167159 4.793959576636551 4.2317281309515238 3.7654957547783852 4.1935577550902989 4.1729535488411766 2.2370570977218431 7.955119276419282 11.180044752545653 2.8585691303014782 4.0191362258046857 6.8505700184032303 7.9307509222999215 4.2101035388186574 5.5091868024319428 6.0823886748403311 3.564599632285538 2.3860598159953943 11.659399940632282 4.9984762733802199 3.7915946552529922 7.9497797982767224 5.0973841017112136
leaf_count=105 494 103 32 83 33 27 265 61 29 37 24 58 51 94 179 73 40 35 43 52 35 47 44 179 32 36 60 41 90 90 3174 39 24 31 32 59 33 35 165 32 36 30 43 79 60 45 113 87 32 85 70 98 41 37 77 40 39 118 32 38 69 51
internal_value=-3.86171e-05 0.00755214 -0.00734826 -9.53781e-05 -0.0015126 2.51791e-05 -0.00878824 0.000913351 -0.0129744 0 0.000505372 -0.00528285 -0.0132464 0.000191188 -0.000531701 -0.00575715 -0.00993131 0.00124627 0.00425051 0.0156026 0.000701661 -0.0104218 0.00456605 0.00822855 -0.00448353 -0.00927217 -0.00323371 0.00389231 0.000188271 -0.000490125 -0.000124231 -0.00680141 -0.00355899 0.00157536 0.0106468 -0.00525707 0.00149537 0.0220668 0.00888608 0.000708175 0.00191395 0.0132513 0.0226115 0.000693226 0.00802034 -0.000658105 -0.012215 0.000537015 0.00185835 -0.000651367 0.00923328 0.00327285 0.0204387 -0.00349637 -0.0118604 -0.000230051 0.00403074 -0.000821 -0.00787308 0.0022929 -0.00136673 -0.0178987
internal_weight=680.758 4.0721 1.49478 676.686 116.232 95.4354 20.7966 90.0476 14.7287 3.51908 6.06795 4.22137 5.3879 86.4632 79.3227 20.8809 15.8541 58.4418 39.0605 8.73831 30.3222 7.33029 22.9919 18.0999 19.3814 12.7735 9.88721 6.6079 560.454 366.021 361.846 34.5849 30.6086 22.3616 9.936 12.4256 194.433 6.4063 17.7842 176.649 138.474 12.7912 7.99722 125.683 20.1079 105.575 10.1922 95.3827 84.2026 62.3526 21.85 14.7813 7.06867 38.1754 10.0577 28.1177 17.6101 14.0455 10.5077 15.9143 12.1227 8.24701
internal_count=7516 240 135 7276 1658 1212 446 1078 331 66 115 91 134 1051 957 292 219 665 461 95 366 82 284 223 204 131 95 73 5618 3625 3535 361 271 196 98 98 1993 67 198 1795 1420 109 73 1311 246 1065 158 907 820 579 241 168 73 375 109 266 197 157 69 167 129 75
is_linear=0
shrinkage=0.03


Tree=224
num_leaves=52
num_cat=0
split_feature=14 9 45 46 1 1 14 14 3 4 21 14 3 31 25 14 14 32 46 3 14 38 31 31 50 14 2 45 25 21 1 47 1 48 3 48 50 50 31 32 45 55 45 3 21 21 4 21 46 14 50
split_gain=0.262115 0.961552 0.827199 0.539786 0.266318 0.887291 0.29611 0.657786 0.86421 1.84225 0.582097 0.409425 0.290203 0.271925 3.37715 0.840933 0.939647 0.925853 0.915063 0.822385 1.78651 1.78269 1.87833 0.952566 2.10575 2.20217 1.45792 2.64541 1.64423 1.15037 0.867889 0.869103 0.788593 0.624705 0.707521 1.56831 1.66306 1.35442 2.16757 1.26181 2.37082 1.36912 1.18574 0.893888 0.602312 1.24609 1.66494 0.433415 0.245547 0.236022 0.189936
threshold=0.55694444444444458 0.27500000000000008 0.92222222222222239 18.500000000000004 3.342730752564798 3.3697022760782955 0.79135572139303489 0.75795454545454555 0.14267985856113155 0.63981481481481495 0.41096404744368098 0.76867335562987749 0.34687500000000004 0.16000000000000003 1.0000000180025095e-35 0.73606811145510853 0.72860431052521457 0.17500000000000002 1.0000000180025095e-35 0.48750000000000004 0.61811868686868698 1.0000000180025095e-35 0.12000000000000002 1.0000000180025095e-35 3.3973861251426389 0.61611054937647458 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 0.31096404744368111 3.6355547771300549 3.5000000000000004 3.7467622390330519 1.5000000000000002 0.48750000000000004 1.0000000180025095e-35 3.4150731631156739 1.7585441243211084 0.2950000000000001 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.97500000000000009 0.58750000000000002 0.43485113803914732 0.3637835785584641 0.37377450980392163 0.33858342317092005 24.500000000000004 0.77286840219727748 3.1307312134163801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 12 -6 7 13 11 -10 -8 -9 50 15 33 16 19 -18 -17 23 30 22 -22 26 25 -25 27 -7 -28 -26 47 -32 -23 34 37 36 43 38 42 40 -39 -41 -15 -36 45 46 -20 -21 -5 -11 -2
right_child=4 2 3 48 5 6 10 8 9 49 -12 -13 -14 14 -16 18 17 -19 44 20 21 32 -24 24 29 -27 28 -29 -30 -31 31 -33 -34 -35 35 -37 -38 39 -40 41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52
leaf_value=0.029102571159821698 0.0054764310285089404 -0.021929098937078312 0.024928985300621914 -0.015234426468302389 -0.012258537757078717 -0.0013396829862870904 0 -0.0039586294031651297 -0.026559798986041442 0.0062657372202166613 0.018505761072075421 0.010687821504324853 0.010599918562009716 0.01493792654882699 -0.028554761899206971 -0.0071392289418545883 0 -0.019691493204651623 0.024412072790905594 0.0076237848511430438 -0.00038521579943627375 -0.029166775119846795 0.024887492154548652 -0.012841379447080824 -0.023215238280385193 0.00047217921808401963 -0.0015774561667830471 -0.02702973325866485 0.007417032079472803 -0.0015677046586854838 0.017044553026980904 0 0 -0.0076822910968266794 -0.0070256436548553495 0.012531188610750903 0.012204985642945143 0.0029750367505708684 -0.020479378866196486 -0.0021120319786562328 0.015732884268630294 0.011914289112711474 -0.00723426562584283 0.0050690420523811985 0.023423068660699792 -0.0099951465752048663 -0.0014973186427861148 0.028583765869401943 0.0072119891992814293 -0.0056423120428819289 -0.0050326194388469062
leaf_weight=1.094680719077586 2.9290728382766229 0.98157414316665414 0.86432075686752785 0.59491723659448303 5.2282301867380729 110.59250364638865 3.9727544719353309 3.2301093311980358 4.0758353937417251 2.4527921928092837 2.0808929563499987 2.7612630911171436 4.1303735096007586 3.8380762264132482 3.289219389203935 3.1338682584464559 4.4511967888101918 4.4969271831214428 4.2613305905833823 2.8734892299398807 40.196820275858045 2.4752426161430767 2.60721631348133 13.456885402090846 7.1667423006147128 57.655124056152999 32.774299303069711 3.5735232839360824 38.648745398968458 4.0970357209444046 3.5503428140655151 8.6852004099637252 1.5854939455166457 6.7059118822216979 39.407458625733852 5.9374735821038476 5.0736530572175971 120.25742611289024 5.8256494337692848 58.789100991562009 14.953059483319519 6.7628988921642295 4.1722044721245766 5.647834137082099 2.4456422822549948 2.7884744140319526 3.6201458889991045 3.0479040667414665 0.51510085025802255 3.2009703330695629 2.8440395733341575
leaf_count=8 30 60 69 60 53 1407 53 36 40 36 43 30 47 27 77 22 58 40 62 29 471 45 21 128 84 576 310 37 520 34 50 81 27 42 246 43 38 1032 55 486 491 62 54 38 36 48 34 31 43 35 31
internal_value=-3.53305e-05 0.00737481 -0.000104955 0.00900487 -9.07938e-05 -0.000172796 -6.43871e-05 -0.000135402 -0.0061593 -0.0116956 0.00641354 0.00194964 0.00472295 5.32953e-06 0.000713486 -0.000532903 -0.000866535 -0.0103923 0.0060481 -0.000586464 0.00240269 -0.00058183 0.00112322 -0.00133541 -0.00401828 -0.00199202 -0.000109249 -0.00224214 0.00321303 -0.0160294 0.0103553 0.00497142 -0.019172 0.00110251 0.00134782 -0.00158799 -0.00342268 0.00214353 -0.00674774 0.00279225 0.0044514 -0.000541868 0.00276371 -0.00536125 0.00970961 0.00564125 0.0120263 0.019974 -0.000727325 0 0
internal_weight=679.801 4.05059 2.95591 1.97434 675.75 665.847 660.619 654.565 15.721 9.7296 6.05365 5.99137 9.90349 638.844 280.66 358.184 341.935 8.94812 16.2495 332.987 65.0217 46.8648 42.804 267.965 82.3758 71.112 185.589 114.166 71.423 11.2638 18.1569 12.2355 4.06074 277.371 270.665 56.0664 50.1289 214.598 13.8359 200.762 135.21 65.552 8.01028 45.0553 13.1156 10.67 7.88148 5.92139 1.11002 5.65376 5.77311
internal_count=7516 240 232 172 7276 7168 7115 7019 177 111 96 66 108 6842 2691 4151 3949 98 202 3851 755 564 492 3096 822 704 2274 1444 830 118 191 131 72 2614 2572 365 322 2207 136 2071 1523 548 81 284 180 144 96 60 103 71 61
is_linear=0
shrinkage=0.03


Tree=225
num_leaves=63
num_cat=0
split_feature=0 49 42 43 0 42 0 34 3 42 43 12 5 0 50 3 5 31 49 42 1 11 5 50 31 50 42 3 1 3 47 53 42 49 24 1 12 11 0 5 11 43 49 3 11 43 31 24 1 11 1 3 32 3 42 50 11 11 50 3 3 43
split_gain=0.283767 0.776165 0.509098 0.573933 0.275567 2.26349 2.47411 1.71841 1.72144 1.43028 1.3502 1.07511 1.00114 0.96445 2.02603 0.844788 0.934176 0.744963 0.894532 1.48772 1.57036 0.708255 2.32262 1.56874 0.668319 0.618325 0.534055 0.477467 2.05229 0.969705 1.00862 1.09138 0.965788 0.912339 1.03249 0.949967 0.896739 1.04656 0.798775 4.26825 2.30742 2.45754 1.53243 1.2917 1.06117 2.06272 1.54435 1.04067 0.667225 0.742283 0.634863 0.620544 0.590382 0.570176 0.569898 0.552191 0.546627 1.26406 1.16671 0.906293 0.753639 0.484911
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.25000000000000006 24.500000000000004 4.0601480385259885 23.500000000000004 1.0000000180025095e-35 0.048809523809523817 3.4334948141752979 -0.27499999999999997 0.32500000000000012 0.41522988505747133 27.500000000000004 3.2806961417784364 0.13514669502693458 0.31698564593301443 0.12000000000000002 0.15500000000000005 3.821439344671016 3.7442656022803047 0.66692775118394609 0.062418346836329859 2.8153069638604364 0.16000000000000003 3.315707808323157 3.821439344671016 0.080540540540540564 4.8218426205347829 0.1012820512820513 3.5000000000000004 1.0000000180025095e-35 4.7037836835244127 0.2950000000000001 1.0000000180025095e-35 4.5825160859466125 0.32500000000000012 0.73880788565247513 38.500000000000007 0.027402402402402406 0.7130146705995698 -1.0000000180025095e-35 1.0000000180025095e-35 0.13310480342311679 0.70363943833870479 -0.27499999999999997 1.0000000180025095e-35 1.0000000180025095e-35 4.6641525978018654 0.70135359315803292 4.4890211516737262 0.061553030303030311 0.17500000000000002 0.074537037037037054 4.8341389671286441 3.315707808323157 0.73078423933237657 0.73610271519268089 2.9242685963818378 0.1250550660792952 0.14976474159690528 -0.12499999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 7 -7 8 -1 -9 -10 26 13 14 -6 -12 -17 -13 19 20 24 22 -15 -24 -19 -21 -11 28 32 30 -29 36 33 34 48 50 -32 55 39 -31 41 -40 44 -44 46 -46 -41 -45 49 -23 -36 -37 -39 -30 -55 -38 60 58 -58 -59 -42 -62
right_child=1 2 3 -5 12 6 -8 9 10 11 15 17 -14 21 -16 16 -18 18 -20 25 -22 27 23 -25 -26 -27 -28 29 53 38 31 -33 -34 -35 35 51 37 52 40 42 56 -43 43 47 45 -47 -48 -49 -50 -51 -52 -53 -54 54 -56 -57 57 59 -60 -61 61 -63
leaf_value=-0.01559724989633033 -0.024070271440533905 -0.016082997777002905 0.022711961399395564 -0.0069857403047342698 0.018513332201470285 0.0095598633150822537 -0.025127270507691028 -0.017297517686259263 -0.0070903323659043324 -0.018525285177121233 0.031354877193259509 -0.0049054320078404552 0.014711961274774145 -0.029247605108425653 -0.0047590037030247256 0.016212941675302767 -0.0063172067248120521 0.018220363962684939 -0.0085023820107744796 -0.0097374702419339657 0.037471844781973788 0 0.017430940836647354 -0.010911597255234266 0 0.0066793949802714725 0 0.016435972924693287 -0.0033782696596861973 -0.029665478101461765 0.018507660978109193 -0.012701472341396488 0.015519477833064635 -0.016111974781867242 0.0020872463570980105 -0.0089482517789681512 0.00018816525238818117 0.013563439573039307 -0.0011743546735303687 0.004428876023532158 0.0059285551573794231 0.031450013262825011 -0.0027233230540269094 0.0052350912192980015 0.015963794734686038 -0.0051860840741646133 -0.015453865223573273 0.030542894714059299 0.0047275087582020177 -0.021051251528477741 0.026995516899703809 0.0083663121985172 -0.00018109202568465934 -0.024878745191640007 -0.0067406542509286698 -0.012836270209361697 0 -0.0057043396292730721 0.028058174897471096 0.00040412330447681143 0 -0.016729392126231278
leaf_weight=1.8153653014451254 1.4458083787467324 0.6414897660724822 1.2068569080438463 0.46772054210305203 7.2887482792139036 2.131107619032262 6.5584466550499201 5.1471703648567191 1.9461829438805569 3.758280278183519 3.1480176858603937 8.9828850040212291 4.0573989599943152 2.9796174457296711 5.4089350700378418 6.0210208031348884 1.6873237863183019 2.6393703855574184 2.9755061706528059 3.7762630190700284 2.3121506753377616 3.7191728129983019 2.9854605114087462 3.6078022606670856 3.6887884875759482 3.9029970951378345 1.7883945778012273 5.8635612465441218 6.0872098403051487 4.8895411808043709 3.6013953816145721 3.3297370672225943 3.699340494349598 2.7823523832485071 2.2449500141665339 3.2375543909147382 8.2591374563053268 7.5893213227391225 3.2791896518319845 4.3425576360896221 2.4403313444927317 4.1922511877492061 4.7172630634158832 4.5079310815781355 5.5520821036770966 14.49223455134779 11.447644877247511 2.8017867542803288 3.1676158541813493 3.1203360855579376 2.7045964635908604 3.8465714091435075 3.0914884656667709 4.4860884454101306 4.3974442789331079 3.7276608143001786 2.3457074938341966 22.865928390994668 2.6126619772985578 409.59985506953672 2.5584254777058959 5.1179695962928236
leaf_count=13 83 61 90 17 55 23 99 37 18 73 45 115 28 48 34 203 11 28 28 40 32 49 31 47 50 29 19 67 60 71 49 53 45 26 30 32 92 96 37 58 28 53 47 48 55 138 143 40 28 31 35 38 29 48 58 40 34 234 35 4136 37 59
internal_value=-3.5062e-05 -0.00804184 0.000697231 0.0113561 3.0252e-06 -0.00188577 -0.0159216 0.000329335 0.0091284 -0.00284769 0.0132819 -0.000383728 0.000205244 9.39451e-05 0.00821456 0.0175388 0.0104875 0.00182482 0.00528405 0.00823341 0.0166652 -7.16161e-05 -0.00808562 0.00117416 0.00722879 -0.000674328 -0.012359 5.1628e-05 -0.0029529 0.000304224 0.00508693 0.00254209 0.00159428 -0.000348637 0.00149849 0.00757001 0.00478235 0.00219652 -1.98604e-05 -0.00351831 0.000373913 0.0166919 -0.000609935 0.00841896 -0.00383668 0.000475684 -0.00962356 0.0162895 -0.00522003 -0.0106828 0.0173829 0 0.00910354 -0.0119186 -0.0169068 -0.00351403 8.07591e-05 0.000254854 0.0150234 6.47932e-05 -0.00672414 -0.0115566
internal_weight=679.088 3.76188 2.31607 1.67458 675.326 62.2793 8.68955 53.5897 14.6179 38.9718 12.8025 33.8246 613.047 608.989 12.6977 10.8564 7.70834 28.278 19.2951 16.3196 8.64031 596.292 9.57288 6.59326 6.32816 7.67926 5.54667 586.719 43.4932 543.226 35.4623 29.5987 28.5225 24.8231 22.0408 12.0337 26.269 22.6676 507.763 52.751 455.012 7.47144 47.8615 12.027 35.8345 20.0443 15.7902 7.30972 10.0071 6.83951 4.94955 7.08413 10.6808 14.9707 8.88353 11.9868 447.541 437.424 4.95837 432.466 10.1167 7.6764
internal_count=7516 251 168 107 7265 863 122 741 290 451 277 414 6402 6374 89 259 214 322 207 179 110 6285 126 78 78 69 92 6159 480 5679 426 359 314 269 243 135 306 257 5253 600 4653 90 529 135 394 193 201 88 108 80 65 70 125 166 106 132 4563 4439 69 4370 124 96
is_linear=0
shrinkage=0.03


Tree=226
num_leaves=63
num_cat=0
split_feature=43 21 26 53 42 4 50 14 28 31 50 42 14 42 12 42 4 31 50 43 13 50 4 34 50 29 14 4 26 4 42 50 43 14 42 21 21 50 14 26 31 26 50 21 50 21 43 43 14 14 12 42 4 24 50 4 14 42 14 43 34 13
split_gain=0.252738 1.86779 1.04509 0.37974 1.08826 1.03407 0.899511 0.455583 0.407348 1.45451 1.20126 2.7813 2.79811 1.58886 1.17429 1.57846 1.52428 2.01176 1.25807 1.13672 1.10796 1.11337 1.04986 2.54621 0.955476 0.943724 0.939175 0.806508 3.24711 1.21094 0.790974 0.743135 0.691618 0.688371 1.41861 0.655994 1.85784 1.37956 2.03617 1.25749 1.92831 2.47686 1.7757 1.44483 1.43067 1.23308 1.45149 1.1902 1.1032 1.22447 1.20169 1.10774 1.4127 2.603 2.35106 1.26498 1.66154 1.13079 1.09616 1.91944 1.03891 2.4294
threshold=0.52500000000000013 0.34854256669754402 7.5000000000000009 1.0000000180025095e-35 4.5184800837290524 0.37377450980392163 2.7815080780430619 0.67278338945005622 1.0000000180025095e-35 1.0000000180025095e-35 3.315707808323157 3.6930544678997941 0.63943957300800625 5.0186495125046582 0.22500000000000006 3.6063254455389058 0.30495169082125612 0.16000000000000003 2.7815080780430619 0.074999999999999997 1.0000000180025095e-35 3.3536489182451987 0.82500000000000007 1.0000000180025095e-35 2.4194005465518993 1.5000000000000002 0.71806526806526816 0.35805860805860812 10.500000000000002 0.42620551342266316 3.7065212271721317 3.4150731631156739 0.074999999999999997 0.71852992957746487 3.6850566989258442 0.38265576611255103 0.37685084802867397 3.1963557881865921 0.65604707792207806 12.500000000000002 0.28500000000000009 11.500000000000002 2.4194005465518993 0.39174740708764877 2.7815080780430619 0.39366307262800404 1.0000000180025095e-35 -0.22499999999999998 0.75694980694980707 0.6503424657534248 0.57500000000000007 5.0005279307147701 0.45993589743589752 1.0000000180025095e-35 3.315707808323157 0.35355392156862753 0.69133291614518166 4.6022328364453351 0.61811868686868698 -0.17499999999999999 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 6 -5 -8 22 20 13 32 19 14 -11 25 17 -17 -19 -13 21 24 35 -24 -10 -16 31 -18 29 -29 -20 -14 -12 34 -26 36 48 39 47 40 41 43 -42 -37 -41 -45 -47 -39 49 50 60 52 55 57 -55 56 -51 -54 59 -52 61 -1
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 11 12 26 -15 15 16 27 18 30 -21 -22 -23 23 -25 33 -27 -28 28 -30 -31 -32 -33 -34 -35 -36 37 -38 38 -40 44 42 -43 -44 45 -46 46 -48 -49 -50 51 58 -53 53 54 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.0059596012591769344 0.030033767231599461 -0.011078616914159858 0.0035367338074604217 0.0078378774781681058 -0.015380111356674596 0.01457949514448695 -0.016847500879883036 0 -0.0013687360296955168 0.0087673635434792861 0.0071531240514320204 -0.0041944654985875754 0.025908554824109857 0.015898306482500187 -0.016666322668309114 0.022055966792333945 -0.015931869822420931 0.0082552793352327937 -0.014421877780847216 -0.028500320709428761 0.022640115196854615 -0.0066658758663135512 0.017786490264300948 -0.017700015880262623 0.025290556518433229 -0.0034803442830028501 -0.0031690682320624245 0.018500217292144232 -0.019941748520877864 -0.00085385191328553225 0.0014577356261214216 0.0022444894173545503 0.022546411756730226 0 0.0013232457911557763 0.011482805475872127 -0.013130023080420659 0.023707177211365109 -0.00058112681620974796 0.0001457024912617973 -0.0026734351055943918 0.021428903372156496 0.020981962440108661 -0.021086541276236066 -0.024963765121283368 -0.006328102726945329 0.0089557557453065068 0.0073406482052761441 -0.010436699742550223 0.0060004793993102858 0.022908032701534815 -0.010233253863692157 -0.010726590697484877 0.040232902270066935 0.00073155219570619247 -0.0034913033819864762 -0.0010313329761132656 0.013686306303509263 0.027851588329351931 -0.013838957171706242 0.00040211444294438621 0.006750669046312289
leaf_weight=95.115429843310267 2.3448851783759874 3.7816696744412184 4.3154491246677935 3.0628275591880101 5.4241635091602793 3.2423463035374871 4.0914983805269003 3.0657275170087814 5.6353759039193489 6.2650672039017072 7.5399417737498897 4.7538038799539226 2.8697035522200149 3.8740477073006323 12.059974469244482 4.4023479968309429 6.0887744221836355 8.477142136543991 5.7791280597448331 3.4925235901027918 3.7510415320284656 5.3222520500421515 2.0013430463150117 8.1000722572207451 6.1547942385077459 10.632848700508474 3.3877774234861135 4.4914636355824786 6.1401650202460578 6.2079789759591222 4.1243562549352646 3.0495549393817782 6.3205649978481233 3.7489430271089068 4.311549860984087 4.588331206701695 10.498068071436135 5.9929229225963381 21.61167343519628 3.2929247249849132 4.0170686682686192 3.5398924304172388 6.9290408440865576 4.1407571556046596 3.7301273751072586 32.951413339003921 6.2663557007908812 18.035030698403716 9.4484131876379234 66.403002647217363 2.0191867132671177 6.4202070143073788 4.1979546099901182 3.6566746952012181 2.5957996044307947 36.500913155265152 53.02208049967885 2.5419236533343792 2.0125454906374216 2.7554992774967095 72.623965522740036 15.183837704360483
leaf_count=965 38 39 59 44 89 41 53 40 55 67 57 45 32 57 73 36 55 73 35 27 111 39 53 122 53 72 29 52 66 70 32 29 59 29 37 55 104 60 239 44 35 47 64 44 42 360 77 219 104 725 81 74 60 51 27 391 515 27 22 129 759 328
internal_value=-3.54153e-05 0.00453778 0.0143437 -0.000117223 -0.00428802 0 -0.00436956 -0.0104801 0 0.00144465 -8.03332e-05 0.00480228 -0.00284799 -0.0021166 -0.00317137 -0.00437466 -0.00100388 0.00431689 0 -0.0156301 0.00740877 0.00474209 -0.000386768 -0.00987799 0.00813595 -0.0108344 0.00793678 -0.00654193 -0.0026475 0.00691059 -0.00731693 0.0151694 0.0148202 0.0122868 0.0161898 -0.000179189 -0.000784198 0.00179038 0.00584643 -0.000797856 0.000479405 -0.00186277 0.0118703 -0.00378888 -0.0126819 -0.00558802 -0.00370073 0.0118324 -0.000415278 -0.000133897 -0.00181848 0.00165458 0.00215345 0.0116402 0.0252942 0.00131065 0.00283185 -0.000525694 0.0102414 0.000791241 -0.00230941 -0.00414655
internal_weight=678.402 10.442 6.66033 667.96 18.8866 13.4624 10.2201 7.15723 649.074 138.881 109.957 31.4139 17.5534 78.5433 74.6692 68.4042 45.7114 22.783 18.3806 8.24633 28.924 25.1729 510.192 10.1014 19.8507 22.6928 9.30704 22.9284 16.8396 10.6994 9.90348 5.91926 13.8605 14.2153 10.4663 500.091 384.996 115.096 45.6396 69.4559 62.4329 51.4867 10.9461 47.9469 7.02305 43.3585 39.2178 24.028 374.497 365.049 189.71 175.339 168.918 12.9924 6.25247 155.926 119.425 6.73988 6.78723 4.77469 182.923 110.299
internal_count=7516 136 97 7380 267 178 137 93 7113 1290 966 278 162 688 631 564 419 176 140 72 324 213 5823 175 174 145 90 243 188 122 67 61 116 119 90 5648 4362 1286 518 768 682 583 99 536 86 481 437 279 4258 4154 2284 1870 1796 165 78 1631 1240 87 232 210 2052 1293
is_linear=0
shrinkage=0.03


Tree=227
num_leaves=54
num_cat=0
split_feature=0 49 42 5 1 32 32 3 1 49 40 11 3 47 3 11 1 47 5 11 3 49 42 14 24 13 5 14 13 11 5 5 48 14 14 40 42 14 1 1 42 1 34 32 1 42 50 14 42 42 32 14 14
split_gain=0.282474 0.741965 0.479306 0.486085 0.26817 0.558963 0.854537 0.288657 2.43214 1.08469 1.4195 2.60015 0.909848 1.40074 1.38847 1.65586 1.4561 1.27299 2.93319 2.33561 1.16539 1.04339 1.52529 1.4437 0.872983 1.3056 1.47586 1.40918 0.837301 0.737284 0.671507 1.81014 1.0482 0.623628 1.00208 0.581226 0.577507 0.550472 0.524164 0.865925 1.41959 3.45406 1.48078 0.686721 0.654088 1.82297 0.689033 0.241399 0.215089 0.192102 0.188533 0.143656 0.135199
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.055792328889834257 5.1200721840520744 0.17500000000000002 0.16500000000000004 0.079473684210526321 4.8218426205347829 0.2950000000000001 1.0000000180025095e-35 0.71588857454678612 0.1012820512820513 3.5000000000000004 0.11651583710407241 0.68872574916131091 4.7537168748336507 4.5000000000000009 0.046693482230278659 0.76190747543345394 0.099019607843137278 0.12000000000000002 3.9211588503047188 0.6503424657534248 1.0000000180025095e-35 1.0000000180025095e-35 0.32200460829493094 0.67227247032221604 0.90000000000000013 0.68872574916131091 0.39208074534161497 0.34891304347826091 1.5000000000000002 0.6761982570806101 0.60826939471440766 1.0000000180025095e-35 4.500814583693912 0.66565040650406515 5.0423796311235538 4.7829354014028169 4.7859573202992296 4.9042169434880387 1.0000000180025095e-35 1.0000000180025095e-35 4.6335050209865818 4.6186198135562337 3.3723414149732767 0.62981481481481494 4.8341389671286441 4.3038690757349274 0.17500000000000002 0.65155075187969935 0.69716905901116444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 6 -6 8 9 10 24 51 13 36 15 -14 -17 19 -19 20 29 22 -22 -24 28 26 -26 -27 -1 49 31 32 38 34 -10 48 -9 -31 39 44 41 -41 -42 -40 45 -16 -46 50 -36 -15 -45 -12 -39
right_child=1 2 3 -5 5 -7 -8 12 33 -11 11 -13 14 17 30 16 -18 18 -20 -21 21 -23 23 -25 25 27 -28 -29 -30 37 -32 -33 -34 -35 35 -37 -38 52 43 40 42 -43 -44 47 46 -47 -48 -49 -50 -51 -52 -53 -54
leaf_value=-0.01269720344141133 -0.023894645309164107 -0.015882405085985318 -0.0036239037182424598 0.022408772826816026 0.010166610676547705 0.018194948549605142 -0.013632848757848553 0.023891165330681773 0 -0.011935595583840268 -0.0017373517270544855 0.034930084110428188 -0.026597569443144536 0.0046203798985125005 -3.1102843758422168e-05 0.010164416911928958 -0.014316095055267245 -0.0080662724923846133 0.027493485537534695 0.018749527632453741 -0.0079717767350231394 -0.012579735425438106 0 0.033302828615846311 0.022526745890656875 -0.018552426325702528 -0.00069766196167771047 0.0091607887999893001 0.0043239771203578293 -0.0038674117567091331 -0.01108400983347293 0.022178267383763169 -0.014152400359824801 0 -0.01917182229183826 -0.031887051184616766 0.004833614930341232 -0.027699365765294841 0.0046302372776644571 0.028780316001871215 0.0096904725944738489 -0.0042636717826544093 -0.0018085957644396479 0 -0.0018653377794381346 0.020089932526874073 -0.013561207282483032 -0.017796074077434443 -0.0036159952166521154 -0.0056623491527774458 -0.0099851609224202182 0.0053848188913826808 -0.010944528916818304
leaf_weight=7.4583798535168171 1.4151212144643062 0.63015624880790744 0.55371522763743986 1.0944778150878844 3.0560951875522724 2.0440518753603101 2.1272700550034642 4.0041943276301017 2.319116346538066 4.416003410704433 2.7806068416684848 3.0628153486177316 3.6630801521241656 2.5079406537115618 434.58934957021847 3.9686914384365064 4.2225651573389769 3.2121223972644648 4.5965184550732374 4.2484187353402367 2.5170512418262661 2.4105110000818968 2.2515871105715632 2.6048535024747252 4.7808435261249524 3.457567075267435 3.9083304107189178 2.528640974778682 3.160170909948647 3.9693541573360545 4.6455748602747908 3.1309799477457991 4.4726157784461966 3.5301203690469256 2.4836599025875312 3.2393757719546556 3.8259424613788724 2.8892883788794279 3.2410607021301976 5.8553428752347809 13.726773334667085 4.7733446825295687 34.688654472120106 3.1157919373363239 25.635388406459246 3.8861092235893002 5.8894348163157693 3.0717121660709381 3.0489701461046934 3.4081268031150103 3.1573022324591875 5.4918311033397913 2.9993512313812971
leaf_count=53 83 61 15 92 54 28 23 46 24 40 27 35 41 28 4630 33 29 44 51 44 33 28 29 35 42 47 24 43 58 57 29 23 28 34 26 34 45 31 53 60 221 39 348 33 284 58 63 30 40 40 31 57 32
internal_value=-3.14621e-05 -0.00809082 0.00044037 0.0109709 6.18604e-06 0.00568253 0 -4.80259e-05 -0.00211869 0.00150592 0.00334535 0.0120883 0.000131388 0.0042115 -0.000187137 -0.010261 -0.00178061 0.00159545 0.0122805 -0.00106703 -0.004714 0.00292533 0.00898477 0.0189275 -0.000401467 0.00406549 0.0116249 -0.00595845 -0.00709066 -0.00980528 2.12661e-05 0.000130118 0 -0.0125816 -0.0160467 -0.0206053 0.0156788 -0.0147854 0.000117647 0.000273451 0.00369535 0.0135815 0.00135466 -0.00586408 -0.000145056 0.000142626 -0.00431119 -0.0101532 -0.0120711 -0.000313724 -0.00504961 0.00229817 -0.0207906
internal_weight=677.766 3.69347 2.27835 1.64819 674.073 7.22742 5.18337 666.845 55.6664 41.0452 36.6292 11.3353 611.179 45.4453 565.734 11.8543 8.19126 37.6151 7.80864 29.8065 25.5581 9.784 7.37349 4.85644 25.2939 14.6754 8.68917 5.98621 10.6186 15.7741 553.879 549.234 546.103 14.6212 11.0911 8.77201 7.83014 9.85799 541.63 529.044 59.0441 10.6287 48.4154 12.5859 470 438.475 31.5248 9.34481 5.53263 5.91607 6.27309 8.27244 5.88864
internal_count=7516 251 168 107 7265 105 77 7160 584 426 386 119 6576 543 6033 103 62 452 95 357 313 125 97 64 267 156 66 90 111 188 5930 5901 5878 158 124 100 91 120 5850 5703 668 99 569 147 5035 4688 347 94 66 68 64 84 63
is_linear=0
shrinkage=0.03


Tree=228
num_leaves=63
num_cat=0
split_feature=0 49 57 0 0 6 35 0 4 14 50 9 31 14 21 11 4 31 1 14 11 11 1 53 47 9 14 11 14 14 4 9 11 11 4 3 50 4 13 49 4 50 4 3 3 4 3 14 11 4 4 50 26 50 3 3 28 3 47 1 50 49
split_gain=0.275106 0.714968 0.361133 0.258072 2.06928 1.59992 1.19238 0.977143 0.724898 1.81107 0.658982 0.787869 0.624003 0.560739 1.07894 1.16964 0.440596 1.52005 0.438587 0.413628 0.404055 1.81957 0.892999 0.441209 1.05639 1.04693 0.772274 0.603007 1.58577 1.50762 1.29493 1.25302 0.973122 0.959503 2.00516 1.13718 1.4727 1.50928 1.13178 1.08622 2.01032 1.53805 1.20764 0.975346 1.34501 2.3693 1.04253 0.984909 1.26727 0.829656 1.14107 0.797416 1.03078 0.97968 0.74914 0.799325 0.386129 0.336976 0.301499 0.286261 0.144685 0.0639123
threshold=51.500000000000007 0.19000000000000003 1.0000000180025095e-35 24.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 0.29864864864864871 0.68405928614640066 3.7827539512008141 0.27500000000000008 0.12000000000000002 0.71682389937106927 0.3920918598895945 0.59940655744516935 0.68750000000000011 1.0000000180025095e-35 3.8799219637891658 0.77859477124183019 0.66692775118394609 0.66371725642505452 4.2529124087693031 1.0000000180025095e-35 3.5000000000000004 0.37500000000000006 0.67278338945005622 0.72122855066982183 0.71391369047619058 0.60456438736549811 0.49509803921568635 1.0000000180025095e-35 0.73078423933237657 0.74664420241889318 0.27361853832442073 0.080540540540540564 3.3458790118134671 0.43132201334141912 1.0000000180025095e-35 1.0000000180025095e-35 0.46651785714285721 2.8625437813686543 0.38478395235152002 0.1012820512820513 0.1250550660792952 0.31311274509803927 0.18634259259259262 0.64480286738351267 0.76801493146068267 0.27475490196078439 0.39278419760513122 2.4194005465518993 9.5000000000000018 3.3973861251426389 0.099019607843137278 0.16609637741713215 1.0000000180025095e-35 0.24662162162162166 3.5000000000000004 4.5377900106069626 3.0678793895128593 0.37500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 61 4 8 -6 -7 -5 -1 12 11 13 -10 14 15 -11 -15 58 -13 57 21 22 -9 27 -25 -26 -27 28 29 -22 31 -31 54 34 -34 36 37 38 -35 40 41 -36 -41 47 45 -45 -46 48 -37 -30 59 52 -33 -53 -29 -56 60 -19 -18 -51 -16 -3
right_child=1 2 -4 7 5 6 -8 20 9 10 -12 18 -14 16 56 -17 17 19 -20 -21 23 -23 -24 24 25 26 -28 32 49 30 -32 51 33 35 39 43 -38 -39 -40 42 -42 -43 -44 44 46 -47 -48 -49 -50 50 -52 53 -54 -55 55 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.010047320411098603 -0.023719356659486535 -0.010008156483780371 0.017003705575481188 0.010877671502096955 0.0038295991536762292 -0.026765142682182816 0 -0.0058524842405453083 0.0028697256365334163 -0.0095093643235123863 0.013252917538061945 -0.016096499867427262 0.039312288650480018 0.013566044095999034 -0.0039316400538096366 0.017192915024306175 0.0044290453307081869 -0.00036550487673940276 0 0.0044664143258509401 -0.016160073684130697 -0.020772209543333281 0.015283164287814155 0.010072949511262043 -0.020649955902420837 -0.010805393135165171 0.0073400097347561741 0.00070216437577981549 0.0050923347460180351 -0.0093211053893997066 -0.010272804867622373 0.014808753497576453 -0.010338684259691778 0 0.016411981648705217 0 -0.025645188255035284 0.010971674519133615 -0.023343421710954743 0.0064048050668070247 -0.015629232474035817 -0.00037507932987642176 0.03175323255241963 0.014344196770521024 0.0049456580876890205 -0.01192655673243514 -0.00023991239829211319 0 0.034169828599711849 -0.023191345431949274 0.0029822202514212877 0.01334394144331885 -0.0031812629051662885 0.00069925913947710915 -0.017294589769203266 0 0 -0.013221253172706365 0.026019290484812423 -0.0080978487168425484 -0.019357358786634044 0
leaf_weight=4.766346037387847 1.3847501873970025 0.88880954310297988 0.74662214703857888 7.4226905554532996 2.934147171676158 6.1032472196966392 2.1931525347754359 3.293209992349146 1.1823260397650295 2.0091162947937837 3.1170955514535299 3.9994853378739199 1.3199042677879331 3.7054887386038926 2.1423208322375995 3.448191350325942 2.0217711739242104 5.2053649239242059 1.5247374954633413 3.5657549183815709 2.5351364109665147 4.1996863335371017 3.1040343018248677 2.8787905983626834 4.3060814291238767 4.0950561473146081 3.7106069223955274 5.5838023247197297 4.1850245734676745 3.2894753962755194 3.5704794535413376 3.7530751544982186 5.9569509569555512 3.0539514571428281 9.7221204582601874 2.1686109658330661 3.3086283262819043 4.0565705858170986 3.3236464001238346 5.138057620264588 3.4636808102950445 8.3795365714468044 3.2507298849523067 3.3542365636676577 38.227524861227721 18.056818378157914 366.70254227193072 5.4442372359335423 2.2825918551534414 3.568702530115841 3.6804160568863145 29.858235682360828 9.3950891550630313 8.0349362511187774 7.3331223241984826 3.3634759243577719 3.2594389291480184 3.9329742779955268 2.046506755053997 4.7112223422154784 3.4084998313337564 0.61729496135376394
leaf_count=30 83 64 42 53 21 99 31 43 44 34 44 85 28 43 37 44 27 64 21 50 25 50 41 43 58 59 62 52 39 20 31 65 52 21 111 31 35 45 48 58 47 92 46 29 434 182 3631 57 30 35 40 358 102 100 74 51 39 43 37 52 42 62
internal_value=-3.31747e-05 -0.0080444 0.000293168 3.55389e-06 -0.00183011 -0.0133866 -0.0201284 0.000199389 0.000656617 0.00193736 0.000311405 -0.000602626 0.0258001 0.000933196 -0.00337753 0.00631321 0.00423039 0.00167881 -0.0110057 -0.00308424 5.47549e-05 -0.00568116 0.00364579 0.000169108 -0.00485459 -0.00899598 -0.0014622 0.000311225 0.00278895 0.00506973 0.00615494 0.00737828 -5.56489e-05 0.000175402 0.00488685 -0.000189276 -0.00862682 -0.00228532 -0.011707 0.00816221 0.0041517 0.00839398 0.0174368 6.66165e-05 -0.000137697 -0.00743871 0.000237022 0.00929204 0.0194418 -0.00533909 -0.00950626 0.00860378 0.00164934 0.010838 -0.00723391 -0.0118642 -0.010053 -0.00670556 0.0174058 -0.0157043 -0.014791 -0.00549616
internal_weight=677.286 3.63748 2.25273 673.649 61.8859 11.2305 8.2964 611.763 50.6553 45.889 43.3867 40.2697 2.50223 34.7454 14.2676 5.45731 20.4779 16.7724 5.52422 12.7041 604.34 10.5969 6.39724 593.743 14.9905 12.1117 7.80566 578.753 76.5818 60.4364 57.9013 54.3308 502.171 485.89 35.9111 449.979 13.7428 10.4342 6.3776 29.9541 21.5653 18.1017 8.38879 436.237 426.341 21.4111 404.93 9.89544 4.4512 16.1454 11.9603 51.0413 13.1482 37.8932 16.2804 10.6966 8.81026 9.13834 4.06828 8.27992 5.55082 1.5061
internal_count=7516 251 168 7265 863 151 130 6402 712 682 610 566 72 460 196 78 264 221 106 157 6349 134 84 6215 222 179 121 5993 867 701 676 645 5126 4949 406 4543 149 114 69 354 250 203 104 4394 4276 211 4065 118 61 166 127 625 167 458 177 125 118 107 64 87 79 126
is_linear=0
shrinkage=0.03


Tree=229
num_leaves=51
num_cat=0
split_feature=0 0 42 1 32 32 1 34 1 3 50 50 1 31 0 42 29 47 42 24 34 42 3 5 5 42 42 45 1 5 1 0 3 42 0 1 3 50 50 55 1 50 29 0 31 34 3 42 42 42
split_gain=0.262568 0.696314 0.75541 0.252464 0.526484 0.807818 0.277041 1.92757 0.868177 0.732391 0.553282 0.337495 0.292051 1.20888 1.11128 1.07186 1.05167 0.896849 0.91515 0.535029 0.463532 0.443271 1.09092 0.282618 1.85702 1.55045 1.24083 1.08917 2.07928 1.96933 3.81697 1.45589 1.85685 1.2386 2.65808 1.44704 1.13599 1.21153 0.898024 1.13348 1.05596 1.04947 1.02745 0.949435 0.905596 0.842285 0.659347 0.337548 0.104307 0.102385
threshold=51.500000000000007 1119.5000000000002 4.9763905204053005 5.1200721840520744 0.17500000000000002 0.16500000000000004 5.0538212618648695 1.0000000180025095e-35 5.0186495125046582 0.14976474159690528 2.7040907083446837 3.3361473422153938 4.8859497000344776 0.23000000000000004 49.500000000000007 5.0005279307147701 1.5000000000000002 4.5000000000000009 4.9327061363990721 1.0000000180025095e-35 1.0000000180025095e-35 4.87152173002832 0.13723808562876269 0.042572463768115944 0.04083333333333334 4.7502366905087499 4.3298514159003032 1.5000000000000002 4.5626574477361794 0.01941930618401207 4.1062031259014455 39.500000000000007 0.19803921568627456 3.8753381686865334 27.500000000000004 3.8574466511864682 0.14976474159690528 3.1963557881865921 3.4150731631156739 1.0000000180025095e-35 4.2912852276227893 3.1963557881865921 1.5000000000000002 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.09232954545454547 4.500814583693912 5.0699631837661698 5.0250247642442778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 8 11 12 -10 -9 -8 21 14 20 16 19 18 -15 -16 -14 23 -23 24 27 38 -26 28 33 30 -29 -30 -33 35 -35 -1 37 -31 39 40 42 -42 -25 -40 -45 -38 -41 -46 -12 -4
right_child=1 2 49 4 -6 -7 7 10 9 -11 48 -13 13 17 15 -17 -18 -19 -20 -21 -22 22 -24 25 26 -27 -28 29 31 36 -32 32 -34 34 -36 -37 45 -39 43 46 41 -43 -44 44 47 -47 -48 -49 -50 -51
leaf_value=2.3112686163529599e-05 -0.022544197799000503 -0.017540689537453521 0 0.0098679750949601172 0.017622374739488474 -0.013325470735338607 0.00046272334893489786 0 0.018778213966016442 0 -0.0077076640182759766 0.024621828894821986 -0.0022706863079096796 0.021110118585835648 0.001374944357333944 -0.014502269237941403 -0.0090619018376614548 -0.00888503600595455 0 0.018726041019679781 -0.014122749528529826 -0.0014821299798308389 0.021794449241743168 0.00032105385277101566 -0.0016068181648714289 0.020179796837519338 -0.033409086879852549 0.0073062427224441151 -0.0074993406425073956 -0.0023673017395247509 -0.029410024674976255 0.017478228341841196 -0.00085019832360444211 0.0019136839563737558 -0.017716679006701829 0.018601370452324018 0.0051389810928866896 0.012757013610670638 -0.017468165727518511 0 -0.0025120779278351209 0.0043945600655967395 0.022382332403357148 0.0078198282868875389 -0.00046112105809158297 -0.010476550721342832 0.019952708310568962 -0.017460188246345435 -0.019230920294141682 0.020912065518390879
leaf_weight=371.97122486447915 1.4951996693853282 0.7425954592181373 0.45475949440151431 3.0467812605202189 2.0523443771526217 2.1138989636674523 1.5100631993263935 3.2314359508454809 3.8777705021202555 3.2129458608105779 4.6143899224698526 1.6161434790119527 5.8771133171394476 3.9396667424589378 3.9581393152475375 2.9389418531209222 2.7689410969614983 2.120342374779284 3.7148698805831373 4.0317821614444256 11.510443187318742 3.663008961826562 2.6981073217466474 4.9085768070071918 2.7633173726499072 3.6076713725924483 2.3320036381483078 3.6010228088125569 3.684390943497422 10.158222877420487 6.6389425192028284 15.068536650389435 6.4562449445947996 13.094101304654034 10.79676826763898 3.6196933519095174 3.3844791278243074 7.9584596268832675 4.4441163241863242 2.2570280944928518 59.235354222357273 29.389550485648215 3.6518828114494681 5.0944653069600445 3.1088001383468509 12.730103751644492 4.4359069550409913 2.4159001186490059 3.8374216705560684 0.90702424081973732
leaf_count=3857 61 94 14 54 28 23 32 33 39 45 46 33 57 55 46 27 31 24 58 42 96 45 37 46 50 32 34 46 32 145 78 134 48 172 146 43 96 117 27 22 595 297 35 53 39 142 56 37 35 82
internal_value=-3.21426e-05 -0.00789786 0.000958341 3.34139e-06 0.00551691 0 -4.90103e-05 -0.00408243 3.47416e-05 0.0103351 -0.00999584 0.0154855 -7.2525e-05 -0.00252568 -0.00551847 0.000470269 0.00529777 0.00631005 0.0114021 0.0111065 -0.0105292 8.44966e-05 0.0078397 0 -0.000332709 0.0012823 -0.0180071 -0.000120382 0.000335016 -0.00458568 -0.0160309 0.00866134 0.0117473 -0.000179473 -0.00678205 0.000227928 -0.000914453 0.00401582 0.000625839 0.00166688 0.000765834 -0.000149431 0.0107134 -0.00608796 -0.000535906 -0.00680632 0.0134782 -0.00929304 -0.0139567 0.0158422
internal_weight=676.741 3.59958 2.10438 673.141 7.21302 5.16068 665.928 14.8095 651.119 7.09072 11.6832 3.12621 644.028 40.8602 31.0854 13.6978 10.7589 9.77488 7.65454 7.98992 17.3876 603.168 6.36112 596.807 474.258 122.549 5.09532 469.162 424.691 44.4712 10.24 25.2092 21.5248 399.482 23.8909 375.591 34.2313 18.1167 118.942 103.878 97.1854 88.6249 8.56046 15.0633 10.6192 16.1146 6.69294 5.5247 8.45181 1.36178
internal_count=7516 251 190 7265 105 77 7160 179 6981 84 114 65 6897 436 299 146 119 137 113 88 153 6461 82 6379 5140 1239 84 5056 4432 624 124 214 182 4218 318 3900 500 262 1207 1051 973 892 81 156 129 238 78 76 81 96
is_linear=0
shrinkage=0.03


Tree=230
num_leaves=63
num_cat=0
split_feature=14 9 42 58 35 25 28 31 36 27 29 21 12 14 14 3 3 31 1 9 42 21 42 29 50 12 50 14 1 14 42 1 14 1 1 31 25 31 50 4 50 14 21 1 3 1 50 1 14 50 42 49 50 36 2 3 14 3 14 4 0 14
split_gain=0.258065 0.902762 1.24534 0.298237 1.72258 1.18317 1.97706 1.07497 1.30294 2.87698 1.27204 1.117 2.15696 1.0554 1.04784 1.06865 2.94583 1.09947 0.962986 0.892581 1.5083 1.2872 1.24057 1.14041 1.59627 0.858902 0.831872 0.768274 2.54977 0.673474 0.64443 0.630422 0.611695 0.608802 0.601223 0.542903 3.88826 1.78283 2.17667 1.6729 1.44115 2.11659 1.10718 1.01109 1.25538 0.82424 0.813163 1.4469 0.818731 1.25935 1.06758 0.80187 0.746095 0.707458 3.33854 2.40073 2.12435 2.24158 1.94162 0.836214 1.10545 0.833205
threshold=0.55694444444444458 0.27500000000000008 4.9763905204053005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.30309916640504742 0.37500000000000006 0.61416040100250646 0.68011627906976757 0.51250000000000007 0.48750000000000004 0.12000000000000002 3.5712391892834718 0.17500000000000002 3.6638973579944181 0.35797866047458704 3.696165114879904 1.5000000000000002 3.3536489182451987 0.22500000000000006 3.0678793895128593 0.63859338061465731 3.554024590419385 0.62693960372403923 3.7044269646841417 3.7253934147262187 0.6503424657534248 3.6556752830605155 3.578938214467795 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 3.315707808323157 0.45049019607843144 2.7815080780430619 0.64530791788856312 0.468663072628004 4.5145532045140984 0.15606708256315469 4.1062031259014455 1.7585441243211084 4.4767173695485214 0.60776772247360489 2.9797363981426757 3.7294612642173752 0.2950000000000001 3.1307312134163801 1.0000000180025095e-35 3.5000000000000004 0.43750000000000006 0.62981481481481494 0.13100686498855837 0.65235814296241723 0.77500000000000013 24.500000000000004 0.70738194084068506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 35 -5 14 7 8 10 19 11 25 27 -12 15 16 17 -6 -16 20 -10 23 -23 24 -21 -7 30 -13 -29 -19 -14 -28 -27 -20 -31 42 37 38 39 40 43 -42 46 -37 -45 -40 47 -2 49 50 -48 -51 -44 55 -55 56 57 -50 -56 60 -58 -60
right_child=3 2 -4 4 5 6 -8 -9 9 -11 13 12 26 -15 18 -17 -18 29 33 21 -22 22 -24 -25 -26 32 31 28 -30 34 -32 -33 -34 -35 -36 36 -38 -39 45 -41 41 -43 52 44 -46 -47 48 -49 53 51 -52 -53 -54 54 58 -57 59 -59 61 -61 -62 -63
leaf_value=0.028243577199796716 0.022916258157549187 -0.021664942708897642 0.015757985659032497 -0.026450688528576807 0.020066765080014693 -0.029827220648680722 0.016070005591112879 -0.027064877033788209 -0.018874982165198374 0.019690307629936517 -0.0019309827056725683 0 -0.021486622514221045 -0.028476797245559304 0.008077178127798311 0.016623386711759069 -0.018676499578581803 -0.0046981388963710565 -0.021253270321603648 0.036147819051030386 0.00041852092857136333 -0.027837282198778634 0.0052706557456264009 -0.0039468345582025222 0 -0.014521774366624487 0.0054084633942212447 -0.0042726205832462972 0.040027096612492728 0 -0.0012686584638070379 -0.013065014027984182 0.0065659617491655763 -0.0021949600548947278 0.013958431268430677 -0.014131669273675001 -0.029170510190224545 0.000545742982449603 -0.004650714156700278 -0.014984086176291744 0 0.031148087539827 0.029078750969163437 0.019444547954694417 -0.0089154327058148485 -0.026135886461954454 -0.012637490807001665 -0.0033660270144565962 -0.0025798707043472213 0.017044677940898742 0.0070506918533894715 0 0.0023416950705613853 -0.0078607554421840226 -0.0016384603213302534 0.010670581002409909 -0.014052413829279718 0.024125925975760971 0.025007536108143682 0.010854460622674783 -0.0020088325311273716 0.0052610772838661436
leaf_weight=1.1043239235877984 3.8779933718033126 1.3058085704687985 1.4674953450448809 2.2502537686377755 4.7932757101953092 2.330028708092871 4.1137977391481391 1.7679191101342429 6.6261704089120084 5.6439143642783156 2.7217759722843757 3.4125728756189373 4.6746444953605515 4.2470893505960703 2.9638494923710805 6.4261649772524825 4.4636587873101226 5.3767766058445003 3.0036308132112026 2.2428851928561908 6.5641212500631809 1.7688913969323041 1.5046990178525446 2.3008804805576801 1.8974532396532593 2.5450105546042323 5.014023819938302 1.7287504300475118 2.2900380259379745 5.6991411000490171 2.9882833380252123 2.2304331976920366 1.6438859207555649 4.5386909730732441 6.0359513610601425 5.1313627529889398 4.0029044118709853 325.50199097697623 3.3916107751429063 6.3252294054254881 5.7127296626567823 2.9812067616730928 1.9964113999158133 2.4165363516658545 2.5633858721703291 5.7414262015372515 4.3573077470064181 2.7842021035030484 4.6946979006752354 8.9155836384743434 4.9705903194844723 3.229939022101461 2.6919251894578338 38.880693123675883 10.052721973508598 20.172835119068623 7.9509326666593543 5.6699191024526954 5.1578296711668354 3.4561250666156402 59.154947265051305 4.6652706740424037
leaf_count=8 49 118 114 64 43 33 31 23 111 57 54 54 92 164 28 52 27 39 29 40 103 37 26 50 34 47 88 26 45 44 52 44 34 40 47 38 90 3174 30 74 61 31 34 31 29 67 27 31 51 97 69 29 35 384 117 144 132 60 79 52 560 43
internal_value=-3.08016e-05 0.00747785 -0.000116668 -8.52457e-05 -0.00147509 -0.000881805 -0.0033227 -0.00466408 -0.00387407 0.000718216 -0.00768372 -0.00456118 -0.00103457 -0.0192891 0.00293776 0.00565934 0.00265652 0.00740468 -0.00494424 -0.00382688 -0.00896268 0.00258124 -0.0114647 0.0107535 0.0201106 -0.0153625 -0.00783314 0.0116651 0.0202495 0.00332041 -0.0145982 0 -0.00495695 -0.0109126 0.00751423 0.000193658 -0.000475881 -0.000123914 -0.00662598 -0.0017515 0.00249448 0.0115257 0.001488 -0.00476182 0.00390751 -0.0190707 0.00108594 0.0112803 0.000666321 0.00614053 -0.00158867 0.0124922 0.0156783 -3.82953e-05 -0.00268706 0.00144414 -0.000802445 0.0116416 0.00711224 -0.00274284 -0.00356246 0.0165201
internal_weight=676.135 3.87763 2.7733 672.257 115.809 113.558 70.2573 66.1435 64.3756 28.549 35.8265 28.8577 22.3387 6.96887 43.3011 32.795 26.3688 21.9051 10.5062 22.9051 13.1903 9.71481 3.27359 6.44122 4.14034 6.51893 14.9074 7.43136 4.01879 17.1119 7.66293 7.24446 4.1889 7.54232 11.7351 556.448 363.768 359.765 34.2635 25.1305 18.8052 8.69394 192.68 10.1113 4.97992 9.13304 187.992 6.6622 181.329 21.4734 9.3279 12.1455 4.68834 159.856 58.7565 101.099 80.9266 10.3646 19.8758 70.562 67.1059 9.8231
internal_count=7516 240 232 7276 1658 1594 1245 1214 1191 458 733 515 401 218 349 252 200 173 97 401 214 187 63 124 74 114 276 125 71 130 144 132 81 69 91 5618 3625 3535 361 264 190 92 1993 98 60 97 1924 80 1844 222 96 126 69 1622 623 999 855 111 239 744 692 122
is_linear=0
shrinkage=0.03


Tree=231
num_leaves=63
num_cat=0
split_feature=0 0 0 0 26 34 4 1 4 3 1 3 11 11 14 11 26 11 3 14 26 14 11 21 11 14 21 47 1 14 21 3 1 3 3 31 50 1 50 4 4 1 36 3 50 11 27 4 50 3 50 31 26 9 31 4 11 1 1 5 5 50
split_gain=0.256963 0.66708 0.501764 0.396756 0.253321 1.01626 2.71667 2.09558 1.47372 1.06184 0.97982 1.55613 1.45794 3.54437 1.5179 1.5024 1.58448 2.21627 1.59837 0.925383 1.72963 1.33146 2.56446 3.31061 2.55348 1.72869 1.84551 1.71195 1.66119 1.12004 0.822279 1.11044 2.37332 0.817637 1.90859 2.1092 1.73971 1.11637 0.871097 1.43982 1.07248 1.23218 0.941467 2.60097 1.66896 1.78286 2.96354 1.99197 1.30665 2.26105 1.12727 1.81971 2.28468 3.34902 2.34179 2.00568 1.32756 2.63742 1.23706 1.08478 2.01231 1.47489
threshold=51.500000000000007 1119.5000000000002 1172.0000000000002 1631.5000000000002 8.5000000000000018 1.0000000180025095e-35 0.52142857142857157 4.927030492346792 0.34428879310344834 0.10275263951734541 3.5845066141412256 0.43750000000000006 0.68549313361399677 0.66692775118394609 0.7005434782608696 0.70194729965171965 1.0000000180025095e-35 0.74850946649616978 0.11651583710407241 0.69133291614518166 3.5000000000000004 0.65843495934959362 0.91475446598121968 0.39174740708764877 0.91780979732086798 0.63299319727891168 0.32799908871127548 3.5000000000000004 3.5636629030736411 0.68011627906976757 0.44366307262800386 0.1568375422148294 3.7753934147262185 0.56250000000000011 0.61250000000000016 0.23000000000000004 3.1963557881865921 3.7345066141412255 1.7585441243211084 0.41172122951176043 0.35214626391096987 3.6339835643916452 1.0000000180025095e-35 0.48750000000000004 2.8153069638604364 0.85377784420938962 1.0000000180025095e-35 0.41172122951176043 2.4194005465518993 0.41250000000000003 2.2053316966240444 0.12000000000000002 11.500000000000002 0.17500000000000002 0.23000000000000004 0.36754385964912284 0.74047860581083624 4.5377900106069626 3.3995817701478352 0.3133928571428572 0.22361111111111112 3.3361473422153938
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 8 9 -1 11 -7 13 14 -12 -14 -17 18 -18 21 -21 22 25 -24 29 26 -11 -25 -27 -23 31 -19 -33 38 35 36 37 -35 39 40 41 -6 50 44 48 47 -47 -46 -44 -50 51 55 53 -53 -54 -40 57 -55 -52 60 -60 -62
right_child=1 2 3 -5 33 10 -8 -9 -10 19 12 -13 15 -15 -16 16 17 30 -20 20 -22 24 23 27 -26 28 -28 -29 -30 -31 -32 32 -34 34 -36 -37 -38 -39 42 -41 -42 -43 43 -45 45 46 -48 -49 49 -51 58 52 54 56 -56 -57 -58 -59 59 -61 61 -63
leaf_value=0.015350617334783 -0.022306094148548197 0.02061522824681894 -0.019307109875010546 0.0062958447793577581 0.007751058944803056 -0.0016468387825995902 0.025951005553214817 0.018202136925986816 -0.0073113806374433196 0.0056737947374354992 0.013930226077265998 0.01564125713342979 -0.019336862469461452 0.032330913229146885 -0.015031063391210639 -0.019216389481154516 -0.0020150952151175099 -0.014447125649541254 0.021463734484646044 -0.015033515483099315 0.0033817790264540517 0.029509002382445783 0.038077549444998943 0.019583777247089765 -0.003737136887269388 -0.029200816631972475 -0.0072665281867372632 -0.00020105582682927085 -0.0025688833782877207 0.006456006004766683 -0.018504653424329883 -0.0041687527190552949 0.021706582679387777 -0.021856568873052071 -0.0088128036156492201 0.02720483233096381 0.018013120728099147 0.004364408229836414 -0.013704622644907306 -0.021831935446997668 0.013813064574523536 -0.010622701343302281 -0.012672943594193379 -0.014657416714965909 0.0094232932051742969 -0.02023531837964836 0.011643250985439075 -0.0137463961116013 0.0020888306402479062 0.024698448126224418 -0.01135336030000093 0.034982372396004706 0.01498232637072985 0.018213306177725434 -0.011852166310992014 0.01364744901971162 0.014195026551452741 -0.023325798783533046 -8.6441512051449793e-05 -0.0074974008182255754 0.019486606383798781 -0.0004552822011125628
leaf_weight=5.0378241622820488 1.4695925846463063 0.69606683775782618 0.88015971903223522 0.47499390598386526 3.9722889279946747 13.075987783260645 4.1208829167298964 6.3692560140043488 17.181796403601766 21.55094304587692 2.1140406951308233 6.6801105197519055 6.2111312095075837 3.1354991123080254 4.5896526779979467 5.0444385409355155 4.0134760290384275 6.183318596333268 5.4353762036189437 8.0218334868550318 9.4003674574196321 5.3003485212102515 2.9121854826808002 4.7960467059165266 6.1577595658600321 3.8561264965683204 17.999087726697326 15.884953577071427 5.6639898484572768 4.3289061039686203 3.6841040197759858 21.729649709537629 3.5261967359110704 2.6270575942471641 5.2160572139546266 4.9013870470225802 3.502409796230495 2.296720227226615 7.6941485283896309 4.2716728728264561 2.7427504835650316 11.863094439264385 3.0034364685416248 14.667153934016822 9.9134774184785801 11.266203918028621 3.0023603662848464 4.7056083446368566 19.262124952394519 5.1015327470377079 8.6767946956679207 5.4440198894590202 4.5497328378260118 2.1444676648825389 7.2940629618242383 3.1138262925669551 7.6922296565026045 2.9442837657406926 256.99157714098692 16.095743976533413 8.2162266522645933 4.5731413066387168
leaf_count=53 61 55 92 43 57 117 118 118 185 203 44 57 61 37 58 31 55 73 79 67 86 53 36 52 51 32 147 144 56 42 26 186 49 33 45 40 46 30 104 60 32 119 51 176 129 183 29 53 229 76 87 49 42 31 70 37 73 39 2834 100 64 31
internal_value=-3.09053e-05 -0.00789466 0.000829558 -0.00681933 3.7189e-06 0.000835682 0.0024387 0.00163608 0.000738492 0.00205046 -0.00169445 0.00399628 -0.00350456 0.00678155 -0.00488991 -0.00544223 -0.00351177 -0.00152249 0.011034 0.00133327 -0.00483122 0.00262335 0.000806606 0.00895685 0.0104953 -0.00301075 -7.12905e-05 0.00424345 -0.0143523 0.020098 -0.00511365 -0.00324778 -0.000178202 -0.000399302 0.00570064 0.0118707 0.0018315 -0.00876171 -0.000679354 -0.00636794 -0.00229813 -0.0056003 -0.000341743 -0.00348397 -0.000422867 -0.00553048 -0.0130446 0.00147565 0.00475189 0.0072299 0.00030644 0.00497141 0.00882659 0.0154588 -0.000968036 -0.00517453 0.00626979 -0.0046594 -0.00032352 0 0.000472621 0.0119968
internal_weight=675.272 3.52081 2.05122 1.35515 671.751 224.005 138.582 134.461 128.092 110.91 85.423 19.7561 65.6669 9.83919 6.70369 55.8277 49.6166 44.5721 9.44885 105.873 17.4222 88.4503 72.6633 23.5932 15.787 49.0701 39.55 20.681 9.52012 9.62925 35.1233 31.4392 25.2558 447.746 18.5436 13.3276 8.42619 4.92378 429.202 22.8498 18.5781 15.8354 406.352 70.9219 56.2547 28.8877 14.2686 14.6191 27.3671 24.3637 335.43 40.8768 30.0688 18.225 11.8438 10.808 12.781 5.08875 294.553 285.877 269.781 12.7894
internal_count=7516 251 190 135 7265 2316 1443 1325 1207 1022 873 174 699 139 102 560 499 468 134 969 153 816 670 232 146 438 350 196 88 95 334 308 235 4949 194 149 109 63 4755 268 208 176 4487 926 750 394 212 182 356 305 3561 445 304 192 112 141 143 70 3116 3029 2929 95
is_linear=0
shrinkage=0.03


Tree=232
num_leaves=63
num_cat=0
split_feature=0 49 42 43 0 42 0 5 34 43 5 0 5 42 42 50 35 50 42 11 0 50 5 32 53 32 11 24 42 42 21 42 50 24 11 21 11 21 43 21 49 5 0 0 37 45 29 45 2 21 42 50 50 50 42 32 11 43 42 50 11 50
split_gain=0.24367 0.660699 0.407603 0.502578 0.234018 2.01964 2.30643 1.57841 1.80906 1.0693 0.95689 0.858022 1.93795 0.802704 1.10697 1.64613 0.968264 0.759734 0.672961 0.623944 2.13525 1.28155 0.61758 0.501265 0.403542 1.13598 1.67455 1.26011 0.461643 3.33156 1.4304 1.23385 1.03477 2.07016 1.38113 1.20299 1.82964 1.05974 1.02615 0.870239 0.794176 0.744572 0.490415 5.06107 1.44048 1.02599 1.08848 0.94325 5.89364 1.63934 0.734 0.612936 0.311774 0.897334 0.244501 0.169382 0.154906 0.127597 0.119809 0.0701605 0.0222171 0.010079
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.25000000000000006 24.500000000000004 4.0601480385259885 23.500000000000004 0.40824915824915831 1.0000000180025095e-35 -0.27499999999999997 0.41522988505747133 27.500000000000004 0.30368906455862982 3.7467622390330519 3.7885744636323824 3.315707808323157 1.0000000180025095e-35 3.1963557881865921 3.6839835643916454 0.66692775118394609 29.500000000000004 2.8153069638604364 0.31698564593301443 1.0000000180025095e-35 1.0000000180025095e-35 0.16500000000000004 0.67828968887170127 1.0000000180025095e-35 3.6656344265871388 3.6539288864799304 0.38106299493423201 3.6743119490300158 2.2053316966240444 1.0000000180025095e-35 0.89078444745859808 0.31689170450205018 0.85813377265693191 0.37479088507391733 -0.52499999999999991 0.37809916640504737 1.0000000180025095e-35 0.32200460829493094 32.500000000000007 38.500000000000007 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.5000000000000002 3.5000000000000004 0.3891064729205006 4.3038690757349274 3.3723414149732767 2.7040907083446837 3.3361473422153938 3.8753381686865334 0.15000000000000005 0.90653824572156128 -1.0000000180025095e-35 3.5462391892834719 3.7827539512008141 0.87343563813268121 3.3973861251426389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 7 -7 8 9 -1 11 12 -6 16 -15 54 17 18 58 20 -13 -22 23 52 28 27 -27 -26 29 32 39 40 33 34 60 36 -35 38 -34 -31 -30 -40 44 -44 45 50 -47 49 -49 -45 -33 55 -11 -54 -16 -46 -36 -56 -10 -53 -21 -55
right_child=1 2 3 -5 10 6 -8 -9 13 22 -12 19 -14 14 15 -17 -18 -19 -20 24 21 -23 -24 -25 25 26 -28 -29 31 30 -32 42 37 35 56 -37 -38 -39 41 -41 -42 -43 43 47 51 46 -48 48 -50 -51 -52 59 53 61 57 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.0069208290589904487 -0.023247332438300655 -0.015013217092917287 0.021517730707168375 -0.006453330624503908 0.017692156940021606 0.0093459950551590659 -0.024443004167022567 -0.022952907898497858 -0.0016364355276930248 0 0.014389228725762914 -0.029891556404607451 -0.005239440595327393 0.015922706900293935 -0.00030666251237348129 0.010666723965274886 0.0078730236531024868 -0.019324625454170349 -0.013507028149727323 -0.013233372564545926 0.014768192756075178 -0.010540037093810078 0 0.03314362046187385 0.016172361071977732 0.0072125874275296891 -0.024009995194203451 -0.0065997364584620445 0.020900989967572194 -0.01383513071292009 -0.026238195698985674 0.0076675524755988288 0.015274757638598525 -0.00048523201284058091 0.0022482033258855584 -0.0063766378524841719 0.023390897755302346 0.01634231125361028 0.0007491587690136996 0.0034629541326747096 0 -0.0065358923910523916 -0.031436308685170035 0.0065048162450534793 -0.017529074101033451 0.018348016576287329 0.0024024486789115196 -0.031754182373150044 0.00022639021317846892 7.0521769422877536e-06 -0.013164158403594426 0 0.032293383830346377 0.00032718221609450186 -0.0046610227636040254 -0.0036625199566622029 -0.0065562380294221494 -0.018112634587850351 0.0055311357941797736 0.0052399340861708646 -0.023634384640652505 0.0081124746572440974
leaf_weight=1.9345207698643196 1.3067913959966966 0.5846189733128998 1.129046539776027 0.45092029869556416 7.3659341782331449 2.0995349809527379 6.2863299269229174 2.2689890936017028 3.2254564780741948 1.2678677481599132 4.0475206598639479 2.5795954111963493 5.2248545959591866 4.1147930747829404 3.1575774401426298 5.9010012829676262 3.0559886237606397 4.8691774206235996 4.0081770988181233 6.5577810872346181 3.1663619615137577 3.5915961572900414 2.2788904011249533 2.0170932118780911 3.3391629289835674 1.8044691495597351 4.5594396758824587 5.2154203876852989 4.3663064502179614 5.4536317228339595 5.7127735107205799 2.6121941860765245 4.0075275152921668 6.5976117942482251 4.277234462555497 7.7163048079237333 4.3589023910462856 3.7532964888960114 196.9261665372178 3.9469603346660733 3.0883730109781027 13.221114978194235 4.2670052805915466 52.499011728912592 2.5829746192321164 10.099930990487339 7.8108893427997819 5.2980186641216269 85.687046292703599 109.27550955349579 2.8060899563133717 2.4552564350888133 1.800780307035893 2.5947416864801203 2.9580809315666556 3.3299001716077328 2.52793406881392 3.059961655177176 3.3270670277997851 2.9298469796776772 4.477761710062623 1.2168244486674664
leaf_count=18 83 61 90 17 56 23 99 13 31 51 28 42 33 49 41 45 42 56 64 68 34 50 16 56 36 31 102 53 53 40 58 39 28 48 59 55 37 48 1895 37 25 83 51 446 43 175 116 64 1173 1059 46 39 45 54 41 30 31 32 45 40 51 42
internal_value=-2.90412e-05 -0.00773853 0.000261275 0.0103358 4.19912e-06 -0.00174797 -0.0152639 0.000324919 0.0015685 0.0111378 0.000191177 8.16417e-05 0.00777391 -0.00164419 0.00242297 -0.00102891 -0.00616842 -0.00939846 -0.00399015 -7.41612e-05 -0.00768907 0.000539169 0.0148578 0.0183616 3.99991e-05 -0.00478358 -0.0142928 0.00177008 0.000178732 -0.000708504 -0.0143011 0.00099823 8.59718e-05 -0.00454722 -0.0118512 0.00216496 0.0087248 0.000893295 0.000579548 -0.0060265 0.0129315 0.000256527 0.000664005 0.000186614 0.00401383 0.00833942 0.0118288 0.000768614 -0.00163559 0.00215818 -0.00213766 -0.00438589 0.0123667 0.0153157 -0.00925763 -0.0110768 -0.000259701 -0.0128282 0.0011704 0.00202009 -0.0183333 0.00458882
internal_weight=674.452 3.47138 2.16459 1.57997 670.981 61.4429 8.38586 53.057 50.788 13.1107 609.538 605.49 12.5908 37.6773 19.1914 15.0766 18.4859 15.4299 10.5607 592.899 9.33755 6.75796 11.1762 8.89731 583.562 14.9185 6.36391 8.55458 568.643 269.535 15.1134 299.108 254.422 36.5135 17.8407 18.6728 10.9565 217.908 214.155 9.40059 7.45468 210.147 291.654 257.027 34.6271 23.3291 17.9108 252.76 90.9851 161.775 5.41828 11.298 6.88021 5.61235 9.17562 5.91287 6.80517 6.01804 6.55252 5.3851 11.0355 3.81157
internal_count=7516 251 168 107 7265 863 122 741 728 282 6402 6374 89 446 208 159 238 196 140 6285 126 84 264 248 6159 222 133 89 5937 2538 135 3399 2403 349 209 140 85 2054 2006 77 78 1978 3321 2793 528 376 291 2742 1237 1505 85 152 192 141 114 73 90 73 76 79 119 96
is_linear=0
shrinkage=0.03


Tree=233
num_leaves=63
num_cat=0
split_feature=1 1 43 3 43 14 50 14 1 1 14 3 50 31 14 14 31 43 14 50 14 34 14 1 31 4 1 1 14 14 1 1 3 1 3 14 1 3 34 43 3 1 9 37 39 14 3 3 38 3 3 58 43 1 1 1 9 14 14 31 3 14
split_gain=0.265701 0.836023 0.329849 0.784227 2.44606 1.25137 0.929502 0.811293 0.773884 2.15049 1.57388 1.18324 0.913082 0.806461 0.686503 1.05704 1.00626 1.31794 2.04037 1.20861 1.18855 1.44072 1.25736 0.886132 1.59756 0.958829 1.05413 0.749075 1.07979 2.7149 1.89367 0.700846 0.670125 0.773426 0.668171 1.70808 0.620506 0.572059 1.72469 3.68549 1.12191 1.53031 0.650308 1.8063 2.26271 3.213 1.82428 1.57098 1.36519 2.25559 2.3059 2.03606 1.77114 1.29094 2.35688 2.07258 1.94879 1.91789 1.70426 1.31299 1.27191 1.23188
threshold=3.342730752564798 3.3697022760782955 0.074999999999999997 0.12060606060606062 0.25000000000000006 0.62233560090702966 3.1963557881865921 0.66565040650406515 4.5626574477361794 4.6335050209865818 0.61611054937647458 0.15752905020251315 3.2806961417784364 0.31000000000000011 0.61416040100250646 0.60180165816326536 1.0000000180025095e-35 0.32500000000000001 0.67033365570599623 3.315707808323157 0.62847490347490365 1.0000000180025095e-35 0.64902948861515497 3.6467622390330523 0.23000000000000004 0.29520697167755999 3.7345066141412255 3.5953137652691347 0.64902948861515497 0.65604707792207806 3.6753934147262184 3.6656344265871392 0.1250550660792952 4.8859497000344776 0.17573529411764707 0.65086852351003299 4.5724503550461275 0.56250000000000011 1.0000000180025095e-35 -0.27499999999999997 0.58750000000000002 3.6942656022803053 0.12500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.63299319727891168 0.075961538461538483 0.51250000000000007 1.0000000180025095e-35 0.16704788045135713 0.061553030303030311 1.0000000180025095e-35 -0.12499999999999999 3.5953137652691347 3.6339835643916452 3.6885744636323818 0.27500000000000008 0.63069358178053847 0.62847490347490365 1.0000000180025095e-35 0.27475490196078439 0.63771551724137943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 37 4 7 -6 -7 -4 13 -10 12 32 -11 14 15 -5 17 27 -19 20 -18 31 -23 24 -21 26 -25 -16 30 -30 -29 -22 -12 -34 -13 -36 -8 42 40 -40 -39 -42 43 44 45 -3 -47 48 52 50 -50 -51 -44 56 -55 58 59 -58 -56 -54 -57 -45
right_child=1 2 3 8 5 6 36 -9 9 10 11 34 -14 -15 16 -17 19 18 -20 23 21 22 -24 25 -26 -27 -28 28 29 -31 -32 -33 33 -35 35 -37 -38 38 39 -41 41 -43 47 61 -46 46 -48 -49 49 51 -52 -53 53 54 55 60 57 -59 -60 -61 -62 -63
leaf_value=0.0048015534041351568 -0.011869394143606431 0.011429924702052157 0 0 0.0093963815728017649 -0.00048236188141513695 -0.0040301840511167836 0.023656749927375972 0.02854073304451616 0 0.001503054128993071 -0.013749511740915465 -0.028359725336987586 0.011595625419915446 0 0.019209493175802478 -0.016487060674125774 -0.021925640878664339 0.0033582490749374037 0.0266175414646754 -0.00024072003276721669 -0.023009856308993586 -0.0028224810788575862 0.0018865172965863005 -5.5054604848311321e-05 0.0083526178831189353 -0.016751829565417271 0.042055453766071026 -0.025188619853941677 0.019691391264218275 0.0047512360496273186 0.016136673616267194 0.027727399122208389 0.0070411603193694505 -0.0061030911561009392 0.021568272866219578 -0.019565431825659008 0.0066423735302084527 0 0.037901579554894614 0.0047749099622391633 -0.021331353374884635 0.00083650461557384576 -0.011444710214490486 -0.013486394985156459 0.017751002302600457 -0.0026555539056342587 0.014971500251061589 0.02142463612417041 0.014224352005592545 -0.0051836571412826908 -0.0085336507684487233 0.006519710143370422 0.017533568323059568 -0.036062594915160666 -0.0034972139362853629 0 -0.029660708195803322 -0.0048266263956635302 -0.013014904738613147 0.0094216524236117663 -0.00088348741875600174
leaf_weight=9.839243424125014 5.1992437448352566 21.605843327008188 2.9797657625749734 5.518061909824608 2.8710917932912734 6.9839553032070425 4.7000917652621856 3.0674335388466716 3.358603646047416 1.6238810600480094 4.7809977727010873 2.6251762183383098 1.8028157064691184 5.7047650492750099 5.6735436622984734 3.9383373111486435 8.6663478454574925 3.5818188432604101 10.90386106725782 3.0010215891525176 4.2552646785043189 3.9164408519864091 11.632844798266886 4.4436978222802264 4.3086798223666847 4.6773744160309425 5.1873966427519917 2.4662638418376428 1.697790917009115 3.050449179019779 3.1570632196962833 3.6722444999031723 3.7233917200937849 4.9063161956146359 5.4015776896849257 2.8132630493491888 9.1146923042833787 5.9227079609408975 5.9326714668422937 3.4186310674995184 2.9138497896492481 4.4618839668110013 163.28101129899733 26.422641020268202 10.210270404815672 3.9101766338571897 75.560306285042316 6.0987191693857303 3.110211354680362 21.775415704585615 23.313455131254159 3.7308403742499641 6.334793062414974 4.7374280560761681 2.9321214882656923 58.171925802365877 2.7964489590376616 6.5502001396380365 4.3928400031290948 5.4393898397684097 7.3969113198108962 18.007560910657048
leaf_count=108 53 243 35 49 41 73 52 40 44 78 51 34 24 55 76 36 54 37 103 32 36 22 105 34 40 66 38 37 29 55 38 50 43 52 59 35 75 67 63 33 32 38 1972 244 76 36 719 66 35 230 311 77 77 49 24 770 35 55 56 45 84 190
internal_value=-2.94819e-05 -0.000111547 -6.04893e-06 0.00116792 -0.00313415 -0.00764992 -0.0103558 0.01326 0.00219686 0.00634706 0.00325323 0.00614238 -0.0147501 0.000831372 8.91919e-05 0.00772152 -0.000712287 0.00353052 -0.0026985 -0.0032371 -0.00695307 -0.00307069 -0.00851573 0.00202609 0.0105137 -0.00198157 -0.00767853 0.00948747 0.0142159 0.00206197 0.0230248 0.00681792 0.012066 0.0170719 -0.000728337 0.00294764 -0.0148411 -0.000395739 0.00420759 0.0140346 -0.00236373 -0.0103721 -0.000629165 -0.00222015 -0.000120048 0.00119488 -0.00153414 0.000127051 -0.000151551 0.00426005 -0.00168893 0.0106216 -0.00105131 -0.00422872 -0.002327 -0.00374428 -0.0108498 -0.0210059 -0.0187536 -0.00207038 -0.00192437 -0.00732183
internal_weight=673.673 663.834 658.635 160.206 29.717 23.6698 20.7987 6.0472 130.489 31.036 27.6774 24.2507 3.4267 99.4533 93.7485 9.4564 84.2921 30.5308 14.4857 53.7613 32.1431 23.4768 15.5493 21.6182 7.3097 14.3085 9.63109 16.0451 10.3716 4.74824 5.62333 7.92751 13.4107 8.62971 10.84 8.21484 13.8148 498.428 22.6497 9.3513 13.2984 7.37573 475.779 155.717 111.287 101.076 79.4705 320.062 313.963 51.9299 26.4237 25.5063 262.033 98.7521 77.6312 72.8938 21.1208 9.34665 7.32496 11.7742 65.5688 44.4302
internal_count=7516 7408 7355 1728 316 241 200 75 1412 420 376 274 102 992 937 85 852 375 140 477 267 213 127 210 72 138 72 235 159 84 75 86 146 95 128 94 127 5627 233 96 137 70 5394 1508 1074 998 755 3886 3820 653 346 307 3167 1195 983 934 212 90 80 122 854 434
is_linear=0
shrinkage=0.03


Tree=234
num_leaves=63
num_cat=0
split_feature=43 11 3 42 9 38 39 3 3 43 29 11 31 43 3 28 31 0 11 11 43 31 3 11 42 12 38 3 3 3 11 58 3 13 0 5 3 11 11 11 11 25 13 3 11 2 13 31 43 3 43 30 3 31 31 4 42 42 42 43 3 5
split_gain=0.240093 2.06222 0.749126 0.581971 0.303313 1.24924 1.72958 1.28854 1.15613 1.26127 1.12661 1.27669 1.57013 1.26839 1.10986 1.06445 2.37719 1.20588 1.42103 2.398 2.10377 1.0273 1.77053 1.99303 0.87595 0.859046 0.836561 1.82608 2.35002 1.75798 2.15609 1.57054 1.26582 1.45393 1.21553 1.14141 0.976477 0.955514 1.06505 1.48278 0.748776 0.727017 7.77912 2.30998 1.93359 3.68142 1.52936 2.22832 2.19592 2.27773 1.57519 1.64059 1.74468 1.3171 2.01519 2.42964 1.29854 1.32703 1.29379 2.69831 3.64603 2.64115
threshold=0.52500000000000013 0.89945260050547038 0.12060606060606062 3.5065212271721315 0.12500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.48750000000000004 0.51250000000000007 -0.074999999999999969 1.5000000000000002 0.93388869428251386 0.16000000000000003 0.32500000000000001 0.58750000000000002 1.0000000180025095e-35 0.23000000000000004 31.500000000000004 0.91391882076512887 0.92376408799015874 -0.22499999999999998 1.0000000180025095e-35 0.43750000000000006 0.93090551165006608 3.7494291764904042 0.32500000000000012 1.0000000180025095e-35 0.061553030303030311 0.16704788045135713 0.20638945233265724 0.8471436159080955 1.0000000180025095e-35 0.039607843137254913 0.70000000000000007 37.500000000000007 0.30368906455862982 0.46250000000000008 0.77516816140937539 0.71588857454678612 0.69162459331384041 0.66692775118394609 1.0000000180025095e-35 1.0000000180025095e-35 0.43750000000000006 0.7717716874410715 3.5000000000000004 1.0000000180025095e-35 0.16000000000000003 -0.22499999999999998 0.1012820512820513 1.0000000180025095e-35 1.0000000180025095e-35 0.1568375422148294 0.31000000000000011 0.2950000000000001 0.26975051975051983 3.5720508338618551 3.7044269646841417 3.7222509892493991 0.25000000000000006 0.43750000000000006 0.04083333333333334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 10 21 -8 26 -10 14 13 -13 15 -1 17 -17 -12 20 -20 -19 -7 -23 -24 -16 -22 32 -28 37 -30 34 36 33 -6 -31 41 -32 38 39 40 -29 46 43 -43 -44 -46 48 50 49 -34 51 52 -48 54 55 -49 -45 -58 59 60 -50 -60
right_child=1 -3 3 -5 8 6 7 -9 9 -11 11 12 -14 -15 24 16 -18 18 19 -21 25 22 23 -25 -26 -27 27 28 29 30 31 -33 35 -35 -36 -37 -38 -39 -40 -41 -42 42 44 56 45 -47 47 53 58 -51 -52 -53 -54 -55 -56 -57 57 -59 61 -61 -62 -63
leaf_value=-0.0022225729962478983 0 -0.012178855052211826 0.0051709809959837967 0.031031481701344843 -0.019294167641576428 -0.017425111304922278 0.015741816204226749 -0.006533379913842674 0.02672043095458514 0.0025543968719198801 0.013636174427203397 0 0.027180779582796789 -0.012405021449341582 0.015377513221483593 0.027310731278256044 -0.0013864830472574319 0.0097278028966320661 0.024153704288295941 -0.006536595373819655 -0.0014361755869581325 -0.01826343808375348 0.015332491033152248 -0.012020997027763736 -0.0014365193306126727 -0.018453223379970497 0.023769798494961067 0.0018504072099758803 0.025194740712835968 0.0054055222811290752 0.01921944177732246 -0.006464299166350297 0.025247365938384267 0.0024892946661707526 -0.016939722552682012 0.012335493858254293 0 0.0087411770567584826 -0.013346727957968893 0.012802659656740673 -0.017552737598562317 -0.0049035268135868447 0.027609766756570737 0.022318599850188567 -0.02866802421615092 0.02824440492322457 0.012845919125130452 0.033528321004529113 -0.0030831879375275706 0.00386153751452477 0 -0.012004053042963134 -0.01106618226501376 0.017903442979932873 -0.0082493023864282505 0.0017253993228064761 -0.0050860649643050615 0.015038854422094914 0.0098221167978168253 0.00447422130218592 -0.024767622712248319 -0.0096116278542550133
leaf_weight=134.12620769580826 1.9479369046166519 3.7164768488146365 2.155876986682415 2.5198331479914486 6.4797545578330737 10.835161160677673 4.5768321305513364 3.9636283162981272 2.8479206170886755 7.4383523790165764 5.1403358383104232 4.2675980986095947 4.085270494222641 4.9141087634488931 5.8316308474168164 4.5386946732178313 4.8976130792871118 4.6347212642431321 4.0782453385181707 4.3373681213706732 5.0172614874318233 5.1600009789690366 5.2590192388743144 3.918504280038178 4.0322106033563614 8.7418634477071446 3.5643856660462907 2.2473020059987956 4.3127716672606793 3.0583186871372181 10.725894460454585 3.4666563118807963 5.134860470890998 3.8796192733570933 5.1211524177342653 6.283676214516162 3.7314231777563682 3.5506384434411293 11.504501230083404 4.3858417309820652 3.8518357574939728 57.087370530003682 11.31562359491363 4.0441301781684151 1.670248739421367 2.0301831141114235 5.38983381167054 2.1898577818647018 26.321100689470768 37.548521225107834 21.573919572401792 44.230252144858241 5.1257735285907984 3.7039819811470798 17.788492974359542 30.028080127667636 7.316775893326847 4.4704702273011208 19.284232615493242 19.297596950083971 9.7709743063896877 8.8670094941044209
leaf_count=1231 28 30 19 59 43 133 48 40 29 74 53 63 39 32 60 44 35 50 49 45 75 38 41 27 37 84 41 42 57 40 99 73 49 61 55 44 31 79 127 53 41 779 269 54 14 58 66 39 188 337 234 499 53 149 227 473 99 61 169 154 60 136
internal_value=-2.66039e-05 0.00445288 0.0147476 0.0210395 -0.000106835 -0.000986833 -0.00631011 0.00480449 0.000354289 0.0101993 -4.77688e-05 0.0035801 0.0143157 0.00146105 -0.00146944 0.0033035 0.0120741 0.000467511 -0.00191753 0.0078551 -0.00674782 -0.0103256 -0.00438178 0.00300632 0.00801601 -0.0127873 9.4372e-05 0.00339495 0.00191021 0.00759674 0.00429166 0.0102302 -0.000435032 -0.0106753 -0.00793916 -0.000109321 0.0146762 -0.0046353 -0.00712491 0 -0.00961914 -0.000360973 0.00196447 -0.00202656 0.0215113 0.000864996 -0.00118326 -0.00347576 0.00113266 0.00667994 -0.00677517 -0.00947246 0.000641174 0.00110898 -8.18439e-05 0.00426565 0.00790517 0.00216962 -0.00163913 -0.00434416 -0.00922314 0.00346467
internal_weight=673.336 10.3401 6.62365 4.67571 662.996 232.356 33.7131 8.54046 430.639 10.2863 198.643 54.6531 8.35287 46.3002 143.99 41.3861 9.43631 31.9498 26.8095 8.41561 18.3938 25.1727 14.3375 9.17752 9.86384 13.7591 420.353 59.5207 55.9563 30.4162 26.1034 17.924 360.832 10.3594 8.17947 350.473 14.4573 25.5401 21.9895 10.485 6.09914 344.189 87.9348 72.9187 15.0161 3.70043 256.254 130.03 126.224 42.6834 76.3198 54.7459 10.5156 53.7104 50.0064 32.2179 15.8314 11.7872 83.5409 55.3897 36.0921 28.1512
internal_count=7516 136 106 78 7380 2224 327 88 5156 103 1897 569 102 467 1328 435 79 356 303 94 209 239 106 68 97 159 5053 738 697 355 298 203 4315 104 95 4211 130 342 263 136 83 4167 1334 993 341 72 2833 1740 1093 386 852 618 119 888 739 512 214 160 707 402 248 305
is_linear=0
shrinkage=0.03


Tree=235
num_leaves=63
num_cat=0
split_feature=1 1 43 3 43 50 4 42 11 11 0 50 42 11 0 1 1 27 11 1 1 1 11 42 11 3 49 3 50 50 50 1 1 34 3 11 50 5 45 53 47 42 4 3 32 40 4 4 4 4 29 42 11 3 11 1 11 46 43 42 3 3
split_gain=0.257384 0.779843 0.299638 0.725023 2.30981 0.895813 1.21616 1.37049 0.805251 0.791619 1.28841 1.18139 1.83115 1.71541 1.10232 1.09546 1.00518 0.841471 1.50175 1.33613 0.666015 0.901288 0.654692 1.49803 1.63572 1.24884 1.04643 1.72546 2.20107 0.985136 0.97489 3.49594 1.1705 0.958085 0.79807 1.10219 0.65312 0.618574 0.751586 0.586481 0.770385 0.921803 0.76974 0.584926 1.28514 1.0834 1.79372 1.111 1.10956 1.69774 1.14096 1.14593 1.43425 1.02308 2.11877 1.17561 0.94443 0.878743 3.09494 1.43995 1.73228 2.00801
threshold=3.342730752564798 3.3697022760782955 0.074999999999999997 0.12060606060606062 0.25000000000000006 3.3536489182451987 0.37998564976997429 4.8027942719406207 0.73123937035896569 0.75611338215075197 25.500000000000004 2.533010400260828 4.6403115322251036 0.70194729965171965 20.500000000000004 3.7789382144677948 4.6022328364453351 1.0000000180025095e-35 0.91391882076512887 3.505475127672971 3.6885744636323818 3.7556752830605151 0.89167064739399204 3.5223737282238914 0.87112665353530638 0.23606811145510839 0.28500000000000009 0.43750000000000006 2.9797363981426757 3.1307312134163801 3.0678793895128593 3.7102318827680185 3.7003934147262183 1.0000000180025095e-35 0.43750000000000006 0.92591708652102567 3.4150731631156739 0.22048611111111113 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 4.5184800837290524 0.37377450980392163 0.1012820512820513 0.18500000000000003 1.0000000180025095e-35 0.43132201334141912 0.47663043478260875 0.28759398496240607 0.23606811145510839 2.5000000000000004 4.8244373509905714 0.69243301287598646 0.097406704617330822 0.74198398863162696 4.6345953588972035 0.7516845692360733 1.0000000180025095e-35 1.0000000180025095e-35 3.5836479651132866 0.38750000000000007 0.43750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 39 4 8 37 -7 -8 -4 10 14 16 13 -13 15 -5 -12 22 19 -19 -20 -22 23 24 -11 33 27 28 -24 -27 31 -29 -32 -25 -28 -36 -14 38 -6 43 41 42 -41 44 45 46 48 53 49 -3 51 52 -50 54 55 -47 -48 58 -45 60 -59 -62
right_child=1 2 3 9 5 6 7 -9 -10 17 11 12 36 -15 -16 -17 -18 18 20 -21 21 -23 26 25 -26 29 34 30 -30 -31 32 -33 -34 -35 35 -37 -38 -39 -40 40 -42 -43 -44 57 -46 47 56 -49 50 -51 -52 -53 -54 -55 -56 -57 -58 59 -60 -61 61 -63
leaf_value=0.0047349892186894157 -0.011471172026400595 -0.0063063699172629861 0.022050065328781371 -0.0067911593082519628 -0.01502408010538285 -0.019971041451754025 0.012908610462804792 -0.016058250028854637 0 -0.0059675343066863716 -0.01351090294317946 0.0090379799683749252 0.011378841311801174 0.03835945975350645 -0.013682167898233002 0.013531811587351006 0.0095889621939792315 -0.0039809470817947119 -0.01403482733357808 0.016526795245683439 0.014117659708984546 -0.0076985501583005612 0 0.010138586542606028 0.017457368808245857 -0.026225251497935143 -0.016931366298481847 -0.0067984987488010438 0.032331013900067436 -0.0052964230895800957 0.0040050388872742218 0.031668619651195953 -0.014801285005240057 -0.0085722638114702661 0.0095254562461827962 -0.008902839396976045 -0.0059735324227465289 0.0098072732387573785 0.0030440664824531688 -0.0091482218441740898 0.008136171624905774 -0.022963184200796127 0.0099246142967636501 -0.0019160298525431295 -0.0090218840090911766 0.0067682701266953849 0.0042759141283971328 -0.003260731624068073 0.0021266227854262656 0.018217653271575401 0.0076223984235059619 0.0057532273231825585 -0.018912352495718224 0.028576976127415454 -0.011896348413125625 0.028975352133468957 0.024826179915915899 0.012530705690361891 -0.027721772415073148 -0.00086105966284546348 -0.0077597678063405498 0.0061848816302392806
leaf_weight=9.8364037284627539 5.1864346722140899 4.7963632121682185 3.4293729676865068 3.7043542619794589 3.6663462771102804 7.850202755071221 2.7502934178337455 2.6799913914874196 2.6043370002880692 5.2449144613929111 2.779509678483012 4.5999416466802341 3.6544950301758936 4.0316965742968023 4.2333930227905503 5.1724040168337524 3.7236034935340285 3.1464825086295631 3.263918833807109 11.246305030770598 2.9248387031257153 3.3037952885497361 3.4975915009854388 3.6844119131565112 4.7189976824447513 4.9746468644589168 3.4863690310157827 5.0256859315559286 3.8326154351234436 4.9777279924601316 5.0438232161104661 3.2251804117113352 5.8089935230091214 6.227713892236352 4.9956576852127892 6.3778640842065215 3.3581162039190531 3.1991398707032204 3.4418316353112459 6.4373000096529704 2.1754383835941544 3.2941661626100531 2.2499213647097349 62.378135651350021 7.5074130780994883 7.9022604236379319 7.782070014625786 4.3525670967064789 3.2252189163118663 4.5768343042582273 3.3880668692290774 2.7209792649373403 11.067338788881896 3.097420919686555 3.1399812642484894 3.5693002166226506 3.176285088993609 16.459233862347901 4.3642173260450354 290.75659023039043 14.642847805749623 24.293314301874489
leaf_count=108 53 37 46 71 31 67 30 33 29 53 26 57 50 51 41 88 43 30 23 120 25 39 42 55 44 35 61 43 42 42 44 38 41 57 53 52 46 23 57 91 32 60 28 570 82 84 104 48 37 52 40 36 115 36 33 43 42 175 25 3466 153 238
internal_value=-2.11784e-05 -0.000102266 0 0.00111973 -0.00302087 -0.00742399 -0.0125318 -0.000384249 0.0129158 0.00211046 0.00595656 0.0103672 0.0147885 0.0239715 -0.00108753 0.00442705 0 0.000610627 0.00549605 0.0116392 -0.00324726 0.00173307 -0.000956757 -0.0043781 0.0046616 -0.00921266 0.00137923 0.00505804 0.0172254 -0.0166591 0 0.00792154 -0.00560392 -0.000960986 -0.00474678 -0.000265317 0.00230224 -0.000158559 -0.00561047 -0.00037228 -0.0063604 -0.00957544 -0.0034212 -0.000181868 0.00232594 0.00380221 0.000728302 0.00915063 -0.00294044 0.00517213 -0.0069729 -0.0102828 -0.0137869 0.0125385 0.00839356 0.01457 0.0111083 -0.000624307 -0.00377085 0 0.00440798 0.000774506
internal_weight=672.263 662.426 657.24 159.887 29.6215 23.5878 13.2805 5.43028 6.03371 130.265 35.2575 22.1474 15.6442 8.63164 13.1102 8.87676 6.50311 95.0075 23.8853 14.3928 9.49255 6.22863 71.1222 29.8284 9.96391 19.8645 41.2938 26.4339 7.33021 9.95237 19.1037 8.25087 10.8528 9.91213 14.8599 11.3735 7.01261 10.3073 7.10818 497.353 14.1568 11.9814 8.68722 483.196 70.3021 62.7947 40.7332 22.0615 29.7748 9.3732 20.4016 17.0135 14.2926 17.709 14.6115 11.4716 10.9584 412.894 66.7424 346.152 55.3954 38.9362
internal_count=7516 7408 7355 1728 316 241 130 63 75 1412 473 273 204 108 200 159 69 939 237 150 87 64 702 286 97 189 416 250 84 77 166 81 85 112 166 105 96 111 88 5627 211 179 119 5416 789 707 463 244 317 89 228 188 152 196 160 127 146 4627 595 4032 566 391
is_linear=0
shrinkage=0.03


Tree=236
num_leaves=63
num_cat=0
split_feature=14 9 42 1 1 43 53 1 32 31 9 48 12 1 5 14 26 26 1 9 31 50 27 50 5 14 1 42 42 1 1 32 14 14 14 1 14 43 31 26 9 14 4 42 12 5 42 42 14 31 50 26 26 50 4 1 26 42 9 26 1 4
split_gain=0.256611 0.805398 1.13954 0.248717 0.728977 0.330882 0.536612 0.738132 1.85172 0.791765 0.48764 1.0245 1.38904 2.47458 1.07205 1.3164 1.69751 1.05364 1.37425 0.996153 0.844299 1.59574 1.0003 2.25336 0.972494 0.823331 1.10781 1.83126 1.48632 0.785818 1.5141 1.21521 4.08616 1.72938 1.72069 1.058 0.880009 2.24071 1.59382 1.21594 1.49636 1.54174 1.30141 1.20512 1.73621 1.4757 1.17321 1.7623 1.23669 0.873982 0.807615 0.788459 0.776435 0.762402 0.71748 3.08242 2.01231 0.681132 0.64674 0.693594 0.605462 0.55767
threshold=0.55694444444444458 0.27500000000000008 4.9763905204053005 3.342730752564798 3.3697022760782955 0.074999999999999997 1.0000000180025095e-35 4.420773815517415 0.16500000000000004 0.16000000000000003 0.12500000000000003 1.0000000180025095e-35 0.17500000000000002 3.6339835643916452 0.024404761904761908 0.69096016343207367 7.5000000000000009 11.500000000000002 3.4621259898684649 0.32500000000000007 0.35000000000000003 3.1963557881865921 1.0000000180025095e-35 3.2806961417784364 0.024404761904761908 0.61152570480928703 3.5498703649766381 4.9451995762684859 3.5031786463077683 3.578938214467795 3.6220508338618549 1.0000000180025095e-35 0.68120471014492767 0.69467984934086646 0.61416040100250646 3.6101524028652983 0.63069358178053847 -0.22499999999999998 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 0.6761982570806101 0.32697368421052636 3.7574466511864686 0.52500000000000013 0.40682870370370378 3.7494291764904042 3.8074466511864684 0.61948410123296571 0.12000000000000002 2.8625437813686543 8.5000000000000018 10.500000000000002 3.3536489182451987 0.22792207792207794 3.6666825895759683 8.5000000000000018 3.6850566989258442 0.27500000000000008 5.5000000000000009 3.5462391892834719 0.37377450980392163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 10 9 -9 -8 29 17 -13 -14 58 16 -16 19 -19 25 22 -22 24 -24 -20 26 28 -28 -12 31 35 33 34 51 -33 49 37 38 57 40 41 -38 -42 45 -45 -41 48 -48 -39 50 -31 -6 -53 60 55 -27 -56 -32 59 -15 -36 -60
right_child=3 2 -4 4 5 -7 7 8 -10 -11 11 12 13 14 15 -17 -18 18 20 -21 21 -23 23 -25 -26 54 27 -29 -30 30 36 32 -34 -35 53 -37 39 46 -40 43 42 -43 -44 44 -46 -47 47 -49 -50 -51 -52 52 -54 -55 56 -57 -58 -59 61 -61 -62 -63
leaf_value=0.026879030750363502 0.0045938830364560196 -0.021122788249080225 0.015364067096279755 -0.011161305846855384 0.026283024601926719 0.0011242916214742244 0.0096854463979515974 0 -0.028875728687738193 -0.011180143129533165 -0.00089485793948329551 -0.020949245369923992 0.016186801734780085 -0.013378156350634643 0.022309146300658878 -0.0091856898838235616 -0.00054042234410914183 -0.021822838618799429 -0.0094354279452444102 -0.011747281614906437 0.026926685718794238 -0.0044614494369659783 -0.0037192180996388582 0.017414242353684297 0.00032590879362449053 0.0020673868092469768 -0.0075951582848497179 0.0074004722784954072 0.022375797410386776 0.014553079211362369 0.014835809746955638 0.0042859662470017702 0.02170317581410483 -0.0075595186534343937 -0.026804903395733836 -0.022261835905888833 0.016000865563748419 -0.011185888678197821 0.030134199850893332 0.004413768816573461 -0.015530902537633527 -0.0073801221155865866 0.0018668064634990806 -0.014278130385190782 0.0067693982998348725 -0.01602042127033268 0.020360800367243682 -0.0091098968488407348 0.0069072717598567196 -0.012909785986548503 -0.0065973696853583634 0 0.017683043496642539 -0.00095761314391214355 0.011457774270070433 0.017648599554917363 -0.00025395287012658065 -0.0014741420893666177 -0.024327680630727065 0.0053603150081090491 -0.0048606824619065528 -0.007013963313254286
leaf_weight=1.1183055564761155 9.8404640601947886 1.2368140134494754 1.4289293698966501 5.1762202726677051 3.5798672288656261 159.14088844764046 3.8688925020396692 4.5055268500000238 3.2505369810387492 2.463402396067977 5.3859210144728404 3.6580268070101729 5.612090876325964 2.8358981832861874 3.6521582007408169 9.2086586821824294 10.216394049115477 2.8556156042031935 20.578005929477513 4.0656236978247753 2.4783610166050485 2.523195537738502 13.241687509231271 6.4755182657390824 14.395455614663659 43.817910538055003 25.667548867873847 9.6995000373572093 3.7348994463682175 2.698784641921522 3.4450087249279004 4.6063565071672228 4.5136845777742556 4.0526163624599567 5.6530138850212079 5.2340449118055394 3.976299352943899 13.548019412904983 3.4682360291481009 35.9772326676175 17.847997248172764 6.0376039836555719 4.1219443464651695 10.468514900654553 4.6813194500282398 3.2019622325897208 4.0044622216373673 2.743099550716579 3.9315213207155457 6.3050389587879181 3.1487760283052921 5.1907748132944089 3.8768621049821377 2.931846152059733 15.899267826229332 15.867251642048357 68.411222090478987 4.7024353053420782 4.2093082824721932 3.6407145475968719 2.441961981356144 5.252675992436707
leaf_count=8 108 118 114 53 32 1672 54 50 77 30 48 27 64 25 38 69 98 26 271 40 39 34 107 72 170 456 260 141 36 40 37 49 56 30 75 50 35 124 27 354 142 45 58 103 54 18 44 33 45 42 43 44 33 30 319 193 829 48 38 50 35 56
internal_value=-1.93119e-05 0.0075582 0 -7.34639e-05 -0.000153733 -5.39022e-05 -0.000446007 -0.00619429 -0.012335 0.000555979 -0.000262199 0.000451894 -0.00351442 -0.0018644 -0.00468322 -0.000262742 0.00528193 0.00122832 -0.00209965 0.00234157 -0.000986206 0.0103757 -0.0021686 0.00302535 -0.00526797 0.0026894 -0.000764396 -0.00329539 0.00826622 -0.00152351 -0.00257237 0.00227908 -0.00244895 0.00829944 -0.00998728 -0.0108524 -0.00132901 0.00252305 0.0133204 -0.00300012 -0.00762629 0.00144804 -0.0120088 -0.000148651 -0.00738007 0.00251851 -0.00247477 0.00759905 -0.00674487 -0.00517183 0.00233038 0.0138867 0.00788366 -0.0164544 0.00379765 0.00635494 0.00190554 0.00489369 -0.0106292 -0.00210096 -0.0211853 -0.0156814
internal_weight=671.802 3.78405 2.66574 668.018 658.178 653.001 493.861 14.0884 7.75606 6.33229 479.772 303.383 48.2859 44.6279 39.0158 23.0772 13.8686 255.097 62.5478 192.549 59.6922 5.00156 54.6907 19.7172 34.9735 188.484 44.4879 35.367 9.12082 176.389 139.542 36.847 20.1469 16.7001 15.6332 17.3866 122.156 35.8428 11.6157 86.3129 31.9838 10.0139 21.9699 54.329 15.1498 39.1792 24.2271 6.74756 17.4795 12.1526 5.84756 12.6475 9.06764 11.0268 143.996 59.6852 84.3105 8.14744 15.9386 6.47661 8.09498 9.46198
internal_count=7516 240 232 7276 7168 7115 5443 211 127 84 5232 3506 465 438 374 205 136 3041 719 2322 693 73 620 179 441 2282 485 401 84 1726 1342 384 245 139 189 175 1167 358 112 809 280 80 200 529 157 372 246 77 169 125 83 109 77 140 1797 649 1148 85 169 75 110 94
is_linear=0
shrinkage=0.03


Tree=237
num_leaves=63
num_cat=0
split_feature=1 1 36 50 43 3 43 50 4 42 11 11 1 3 4 4 1 49 11 11 31 27 11 1 31 11 42 50 42 50 49 1 3 43 43 11 31 4 50 53 47 42 26 32 3 32 40 4 31 13 4 11 4 4 3 1 26 50 3 43 36 11
split_gain=0.22823 0.69634 0.682647 1.19929 0.265106 0.679957 2.18282 0.850335 1.1552 1.29647 0.761082 0.748517 1.1909 1.92825 1.35329 1.0563 0.913189 2.22497 1.42387 1.04894 0.792542 0.789192 1.41633 1.26649 0.668272 0.669786 1.04385 1.46697 1.31253 1.40898 1.98004 1.43313 1.0041 1.35269 0.838891 0.657278 0.656287 0.569726 0.559626 0.526222 0.740837 0.878562 0.801501 0.672989 0.552929 1.22055 1.01978 1.69021 1.30268 1.25543 1.60656 1.1563 1.04664 1.6104 1.04527 0.900507 0.848208 0.684818 1.06685 0.646231 1.25865 2.63925
threshold=3.342730752564798 3.3697022760782955 1.0000000180025095e-35 3.1963557881865921 0.074999999999999997 0.12060606060606062 0.25000000000000006 3.3536489182451987 0.37998564976997429 4.8027942719406207 0.73123937035896569 0.75611338215075197 4.5626574477361794 0.13852690628759054 0.28062500000000007 0.39398553131805264 3.7789382144677948 0.12000000000000002 0.68549313361399677 0.66984370007492833 0.16000000000000003 1.0000000180025095e-35 0.91391882076512887 3.505475127672971 0.31000000000000011 0.93860674117103537 3.700214782859609 2.7040907083446837 3.6656344265871388 2.8625437813686543 0.15500000000000005 3.5339835643916451 0.51250000000000007 0.32500000000000001 0.32500000000000001 0.92629605712794894 0.28500000000000009 0.43625902544818601 2.7040907083446837 1.0000000180025095e-35 4.5000000000000009 4.5184800837290524 8.5000000000000018 1.0000000180025095e-35 0.1012820512820513 0.18500000000000003 1.0000000180025095e-35 0.43132201334141912 0.2950000000000001 0.90000000000000013 0.48212005108556838 0.66692775118394609 0.28759398496240607 0.23606811145510839 0.080540540540540564 4.8131109377704355 10.500000000000002 2.8625437813686543 0.084523809523809543 -0.12499999999999999 1.0000000180025095e-35 0.71588857454678612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 39 6 10 37 -9 -10 -6 12 14 -14 -7 20 -16 18 -18 -19 -15 24 23 -23 25 26 28 35 29 31 -31 -13 33 -29 -30 -28 -24 -8 -25 44 41 42 -41 -44 45 46 47 52 51 50 -49 -48 53 -3 55 -53 -47 -54 -59 -46 -61 -62
right_child=1 4 -4 -5 5 11 7 8 9 -11 -12 21 13 15 16 -17 17 19 -20 -21 -22 22 36 38 -26 -27 27 32 34 30 -32 -33 -34 -35 -36 -37 -38 -39 -40 40 -42 -43 43 -45 59 56 48 49 -50 -51 -52 54 57 -55 -56 -57 -58 58 -60 60 61 -63
leaf_value=0.011867377071207906 -0.010859465499261898 -0.0061504318616167307 0.015248943993202053 -0.012985642014815866 0.021409250705194761 -0.01276029313273635 0.0040293673797386692 -0.019518110503986174 0.012484319168239829 -0.015686140234047952 0 0.0028351277204290153 0.027270802856530767 0.019563175896569932 -0.0066418323662904974 -0.010331615468109666 0.0077841772008712031 0.0056994746207653605 -0.020528732040652642 0.03508863081624105 0 -0.0038986189190566029 -0.010454352506092775 0.0043469138259134774 0.011521257771769964 0.0073215278504914303 -0.0026722369613560331 -0.016542860293117287 0.023733568908393777 0.016585958875671283 -0.0030926775099647712 -0.017995240711619023 -0.025370895555064141 0.0036671874611299868 0 0.016304196009193469 0.0045678604252446945 -0.010719231411982933 0.021088599438012095 0.0078979624690733771 0.0081567710883579357 -0.022533986668831087 0.0012246879489766032 -0.017738596455392927 0.00044158725093232349 5.3444631402150845e-06 -0.0027043794765422625 0.032582948653830136 -0.0040447183345426159 0 0 0.015178398794211463 -0.00096774278681734192 0.01772922113467983 0.026104307392573616 -0.0038629596302805066 -0.018455145574039558 -0.021001406977355076 0 -0.00077822296824738403 0.021560705183782163 -0.010220434896445882
leaf_weight=3.08666351623833 5.1662044879049054 4.787609073333444 3.2961341729387641 3.4615949597209692 3.4266862252261516 4.6966278031468418 7.0579430358484405 7.8101864997297508 2.7576936976984143 2.6718827607110143 2.6051211394369602 3.9461020240560156 4.9556915774010113 3.65738447755575 3.6974066775292149 2.8437243001535535 3.9340577288530749 2.6815620493143797 2.3124669808894396 2.9718121448531747 3.4805162758566439 3.1479685250669744 5.2617018749006075 3.8570991382002813 3.348184580449014 6.166441428475081 3.88617911981419 6.0504347616806609 2.9585486045107237 6.0506612909957793 16.344452938530594 7.7856297558173537 4.4300386514514676 4.8457954283803701 2.9675010181963444 2.2176077631302178 4.2229934560600668 3.2391492603346705 7.3673757594078779 2.9972783233970386 2.1707009337842456 3.201137112453579 1.9774019978940485 3.6696751769632101 228.96446328423917 3.6876448318362227 2.8964342530816856 3.4510037917643768 4.6960396473295978 4.901858126744628 2.6012985510751605 5.5210445495322329 10.84762904327363 4.5783244483172894 6.052244738675653 2.8729756791144609 3.7888743206858635 5.4883802831172925 3.9851572196930647 153.15194195555523 2.2717519756406572 28.058204684406519
leaf_count=39 53 37 36 33 46 46 79 67 30 33 29 36 59 44 71 35 68 43 22 33 52 30 44 36 36 62 60 56 38 49 162 61 28 55 26 33 43 32 84 27 32 60 18 74 2495 46 31 42 54 75 29 61 127 52 69 29 36 56 45 1704 37 391
internal_value=-1.9157e-05 -9.6173e-05 0.00445704 -0.000376999 0 0.0010544 -0.00295766 -0.00724981 -0.0122374 -0.000377287 0.0125232 0.00201554 0.00575567 0.012154 0.000680791 0.0036712 0.00521826 0.00944805 -0.00207826 0.0228446 0.0101971 0.000554055 0.00529048 0.0112657 -0.000963632 -0.00170212 -0.00272522 -0.00803819 0 -0.00213949 0.00205826 -0.0105558 -0.0130337 -0.00711018 0.0129298 0.00356895 -0.00319008 -0.00015434 0.0160376 -0.000350044 -0.0060514 -0.00924538 -0.00324772 -0.0102574 -0.000169594 0.00227106 0.00371149 0.000719351 0.00890334 0.010797 0.0197151 0.0127576 -0.00284577 0.00502199 0.0162619 0.00802483 -0.00880536 -0.00677797 -0.0126531 -0.000600185 -0.00193193 -0.00751781
internal_weight=671.284 661.44 9.84439 6.54826 656.274 159.655 29.5687 23.5369 13.2398 5.42958 6.03181 130.086 35.2313 14.9373 20.2939 9.98163 15.5973 11.8999 6.24652 5.65337 7.1379 94.8547 23.8571 14.3724 70.9976 67.6494 61.483 21.4301 40.0529 34.1268 22.3951 11.7317 15.3263 10.8962 5.92605 6.10379 9.4847 10.2971 11.2245 496.619 14.0162 11.8455 8.64436 5.64708 482.603 70.1565 62.68 40.6413 22.0387 10.9542 6.0523 17.3427 29.6871 9.36593 14.4463 8.39402 7.47652 20.3212 9.47354 412.446 183.482 30.33
internal_count=7516 7408 108 72 7355 1728 316 241 130 63 75 1412 473 190 283 131 237 166 90 76 96 939 237 150 702 666 604 232 372 308 211 97 139 111 64 93 87 111 120 5627 211 179 119 92 5416 789 707 463 244 146 71 190 317 89 159 90 82 228 101 4627 2132 428
is_linear=0
shrinkage=0.03


Tree=238
num_leaves=63
num_cat=0
split_feature=0 49 42 5 26 34 4 0 42 13 29 5 32 42 1 11 5 35 11 11 1 1 42 26 42 11 1 37 1 59 35 1 37 26 26 11 42 49 1 26 32 31 42 47 42 13 4 31 32 42 4 26 1 29 1 4 26 47 39 11 1 42
split_gain=0.237346 0.636418 0.366568 0.432147 0.259789 0.965938 2.4798 2.00018 1.31541 2.11978 1.13436 1.07797 0.965928 1.98439 1.66896 1.53672 1.65743 1.18928 1.36875 1.13387 1.00339 1.43155 0.971579 0.845848 1.01918 0.770558 2.10225 1.29985 1.5591 2.75228 2.09773 1.05982 0.812205 0.769423 1.16228 1.00256 0.75831 0.738876 0.710279 0.697108 0.609133 2.63986 1.03935 1.20685 0.987538 1.2256 1.29371 1.80652 1.24181 2.70759 1.48682 1.00487 1.69139 0.972814 1.36389 0.862414 0.78212 1.3675 1.11963 1.14102 0.83867 0.799034
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.055792328889834257 8.5000000000000018 1.0000000180025095e-35 0.52142857142857157 49.500000000000007 3.885512953955101 0.90000000000000013 1.5000000000000002 0.025657894736842109 0.15000000000000005 3.4240587203982549 3.5131377898343916 0.90417064739399211 0.04083333333333334 1.0000000180025095e-35 0.76190747543345394 0.86155979732086796 3.6656344265871392 3.7442656022803047 3.5591881646294836 5.5000000000000009 3.5345066141412258 0.88503641909269792 3.5978104020218815 1.0000000180025095e-35 3.6656344265871392 1.0000000180025095e-35 1.0000000180025095e-35 3.6794269646841418 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 0.75449491438277516 3.5136629030736408 0.2950000000000001 3.769702276078295 7.5000000000000009 0.15000000000000005 0.2950000000000001 4.8341389671286441 2.5000000000000004 4.5831513229706227 0.90000000000000013 0.43625902544818601 0.16000000000000003 1.0000000180025095e-35 3.734352692279471 0.3816526610644258 11.500000000000002 3.821439344671016 1.5000000000000002 5.0538212618648695 0.45049019607843144 10.500000000000002 4.5000000000000009 1.0000000180025095e-35 0.87795077387660703 3.6253934147262181 3.6656344265871388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 8 23 10 11 -10 14 -14 -7 16 19 20 -19 -15 -16 -22 -21 24 -1 36 32 28 29 -28 -30 -29 -27 34 35 37 -25 -23 -33 -9 42 -42 44 -44 45 46 48 -48 50 -50 56 52 -47 54 -45 -46 57 -6 61 -60 -59 -58
right_child=1 2 3 -5 40 12 -8 39 9 -11 -12 -13 13 15 17 -17 -18 18 -20 22 21 33 -24 25 -26 26 27 31 30 -31 -32 38 -34 -35 -36 -37 -38 -39 -40 -41 41 -43 43 53 55 51 47 -49 49 -51 -52 -53 -54 -55 -56 -57 58 60 59 -61 -62 -63
leaf_value=-0.0086236777507491223 -0.023069460408011094 -0.014468199591294178 -0.0035957449239627823 0.021193729618339523 -0.00099871939853198618 0.010303929946872303 0.025168121973538623 0.026290574710685351 0.0047095779013775563 0.0083814137842977907 -0.021645237114240358 -0.016888132866997613 -0.016011112410213565 0.027906754527941908 -0.019096197705436004 -0.0031059197513936157 -0.005288186917116874 0.021623465949256297 -0.003909239369779877 0 0.013022078163566805 -0.0088007427590987928 0.018037405690518121 0.0050060140232107203 0.0023283257755741509 -0.014701332932545972 0.016186294167544892 0.010060767316948294 0.032403941915370688 -0.018450525210111802 0.0054296731564156386 -0.010422754349008698 0.00054613032080282986 -0.021739725127996788 0.0081500892025181248 -0.020454131038290177 0.018104278709525818 0.0053099260037712771 0.0041410496558207145 0 -0.0010877492977681581 -0.028799970735047878 -0.0066057310577185497 0.023407982056140812 -0.0086583006344927819 0 -0.029008384517932605 0.00074985776989999373 0.01779415839784465 -0.0088884305008583818 0.016230965481269077 0 0.029797474323581267 0.0010976590883805361 -0.002759927865801922 0.0049602668531010053 -0.0024001628708331395 -0.022203506858802072 9.4578874944315636e-05 0.023889534990687432 -0.0039167652531756506 0.0053096211576168654
leaf_weight=12.198539748787882 1.2775452160276466 0.55846251896582577 0.53224505204707373 1.0259588228072969 69.690670356154442 5.7391490302979937 4.0231632625218472 3.7072512488812199 4.616516727954151 5.8439036794006816 6.521588608622551 3.1810691952705383 4.3639507144689551 4.5975544210523429 7.071337196044623 11.553274739533661 4.034891275689005 2.4621120439842326 5.5913055986166 5.2390816342085582 2.8280276218429234 10.03567202342675 4.6427860353142023 22.677786018699411 18.522768326103687 7.948966369032858 4.2168269734829691 5.3457438647747066 4.7641886919736844 3.6771252155303955 7.0616039410233498 8.7223189920186979 3.9154341854155064 3.4277789881452909 3.8790039094164959 5.0624901913106433 5.5444656526669851 4.2390849106013766 3.7077595926821223 1.3936434499919412 220.25734549667686 2.9623661106452337 3.7754251859150854 7.1675492408685368 18.794268331490461 2.6757241073064488 3.0212535420432678 3.3881372176110744 10.068145919591187 4.6467783562839022 4.6298355869948855 4.7562210238538682 3.9097875445149839 6.3172217439860097 1.8016789061948655 4.6225553760305038 35.468256920576096 4.6410720497369748 4.3604914341121894 3.7146017178893089 6.3187334481626749 18.037823000922799
leaf_count=91 83 61 15 92 564 51 118 74 45 145 50 30 31 104 45 106 41 44 55 47 29 89 42 189 163 61 51 47 48 22 82 70 37 69 49 40 51 31 34 35 2561 51 49 132 273 75 66 27 76 51 51 99 149 86 33 55 254 32 37 31 51 146
internal_value=-1.67436e-05 -0.00770964 0.000162339 0.00986784 1.56917e-05 0.000861154 0.00242936 0.00166299 0.000867517 -0.00605263 -0.012391 -0.0035531 -0.0016134 0.00213645 -0.00429546 0.00505698 0.0104501 -0.0063458 0.00350455 0.0152569 -0.00868718 -0.00587561 0.00833952 0.00221993 -0.00185401 0.0039109 0.00148654 0.0050729 0.0103538 0 0.0171537 -0.0005017 -0.00924647 -0.00818702 -0.0057612 -0.00891374 0.00789965 -0.0041804 -0.00560669 0.0197767 -0.000393466 -0.00150783 0.000701318 0.00736315 3.87735e-05 0.000826646 0.000140477 -0.0128231 0.000707019 0.00895967 -9.01239e-05 0.0102913 0.017704 0.0112414 0.0175516 -0.00569666 -0.000685568 -0.00265703 0.00179951 0.0120783 -0.0124573 9.73131e-05
internal_weight=670.778 3.39421 2.11667 1.5582 667.384 222.358 137.591 133.568 128.467 20.1631 14.3192 7.79759 84.7675 34.4315 50.336 30.0676 18.5143 44.5968 8.05342 14.4794 36.5434 29.4721 9.88187 108.304 30.7213 77.5822 49.36 37.4956 19.7197 7.89395 11.8258 17.7758 11.8644 26.644 23.2163 19.3372 28.2223 14.2748 12.4301 5.10089 445.026 223.22 221.806 19.0619 202.744 179.328 167.986 6.40939 161.576 14.7149 146.861 11.3417 6.58551 15.2864 8.96923 23.4168 142.232 80.6505 61.5812 8.07509 10.9598 53.5061
internal_count=7516 251 168 107 7265 2316 1443 1325 1216 270 125 75 873 371 502 340 234 451 99 193 352 307 89 946 254 692 452 354 203 73 130 151 98 278 209 160 240 120 104 109 4949 2612 2337 300 2037 1709 1386 93 1293 127 1166 323 224 251 165 328 1115 647 468 68 83 400
is_linear=0
shrinkage=0.03


Tree=239
num_leaves=63
num_cat=0
split_feature=14 9 45 0 58 35 40 1 3 1 43 33 26 26 3 1 14 26 11 29 24 48 3 14 14 3 11 11 17 43 26 25 0 0 3 3 14 11 14 14 49 11 1 49 14 11 45 5 1 11 43 9 26 3 9 26 26 26 3 9 43 1
split_gain=0.24552 0.759393 0.663191 0.415032 0.295195 1.65847 1.12689 1.19828 0.723123 1.05008 0.76928 1.52841 0.728837 2.148 1.05504 1.61493 1.19438 0.983035 0.93902 0.784171 0.714449 0.713018 0.978698 0.73915 0.668862 0.404219 0.532462 2.06513 1.52653 1.31348 1.208 1.20488 4.32982 3.43271 3.02755 1.69846 3.12099 1.82597 2.29455 1.68402 1.22019 1.11371 0.963735 1.07146 1.00779 1.4453 0.952437 5.36059 1.02063 0.935953 0.915568 2.25939 2.92986 1.96808 1.23661 1.34056 0.967024 0.867333 1.7109 1.05319 0.834635 0.755816
threshold=0.55694444444444458 0.27500000000000008 0.92222222222222239 1263.5000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5498703649766381 0.56250000000000011 3.6638973579944181 -0.52499999999999991 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 0.48750000000000004 3.769702276078295 0.64956140350877212 11.500000000000002 0.87795077387660703 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.48750000000000004 0.62233560090702966 0.66565040650406515 0.61250000000000016 0.88913030679303295 0.88606640057007624 1.0000000180025095e-35 0.52500000000000013 7.5000000000000009 1.0000000180025095e-35 49.500000000000007 21.500000000000004 0.43750000000000006 0.36250000000000004 0.63603896103896107 0.80369124392186542 0.65419580419580436 0.63603896103896107 0.12000000000000002 0.80039597484269975 3.578938214467795 1.0000000180025095e-35 0.60180165816326536 0.95657970968513883 1.5000000000000002 0.024404761904761908 4.847533523467404 0.66984370007492833 0.074999999999999997 0.17500000000000002 9.5000000000000018 0.51250000000000007 1.0000000180025095e-35 10.500000000000002 10.500000000000002 11.500000000000002 0.38750000000000007 0.17500000000000002 -0.52499999999999991 3.6556752830605155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 25 -6 8 24 10 -10 -7 12 -12 20 16 19 18 -18 -15 -16 -14 22 -9 -24 -8 26 27 29 61 31 -31 34 33 -33 35 37 -37 41 40 -36 -39 60 43 -30 -44 50 48 -48 49 -35 54 53 -53 -52 55 -46 -54 58 -56 -59 -2 -28
right_child=4 2 3 -5 5 6 7 21 9 -11 11 -13 13 14 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 42 30 -32 32 -34 46 39 36 -38 38 -40 -41 -42 -43 44 -45 45 -47 47 -49 -50 -51 51 52 56 -55 57 -57 -58 59 -60 -61 -62 -63
leaf_value=0.026067710369758617 -0.012359161594426689 -0.020660166773334494 0.023069907460064119 0 -0.026298458429024479 0.012587140745471377 -0.0024504066531013426 -0.027530423853855724 -0.0015816510632951019 0.019372337968003368 -0.01132794324421477 -0.018069192233416485 0.025301430128520642 -0.011654366476973335 -0.0066763230152877108 0.011433907466940993 0.011583101444004887 -0.0024412345021887672 0.00051850296457300481 -0.024246232490133805 0.0050989613674530783 -0.0015323654274848125 0.0031339128807783569 -0.019848114832612496 0.0179855930753769 -0.007690753580294047 0.0026418119919814275 -0.014046067462606785 0.017239291724740244 0.030136778252755562 0.0016322334369460042 0.031493070129219793 0.028795460008954433 -0.012534266479676317 0 0.0050347409666789507 -0.018984092797521935 0.0068418453816208712 0.022173635828851707 0.021696614984551599 -0.012775134888185127 -0.016823744622713598 -0.0089071348642530551 -0.0016886155464473256 -0.016370744363970326 0.01870507542756596 -0.030060322591724819 0.019466134742056725 -0.014269167539379596 0.00082225110065111697 0.02086220374873287 0.01013730712591181 -0.025659879419134245 0.002129580226022098 -0.014027196830644288 0.0018597352474057137 -0.0042094260954633114 -0.013647741277292097 0.0042227921839835059 0.0020197609491477615 -0.0010904527056583002 0.020009315877029785
leaf_weight=1.1266631409525865 6.0013357512652865 0.86325925576966289 0.77056825370527782 0.96865099761635065 2.1856916323304167 3.7301001474261275 4.2310736603103605 4.4149969038553518 3.3359765633940688 4.0589609807357192 4.5896131228655568 4.2468448071740559 3.5954317823052389 7.2798513076268163 11.966615568380805 3.0391834946349254 13.416744113899769 5.6872457540594032 20.602586910594255 3.4208334283903232 4.5472811311483383 4.7863417468033722 2.6035272739827633 1.7272681109607217 1.7422823505476115 5.5086407084017983 5.1832751929759961 9.343306038528679 6.3119241744279844 2.2793390243314198 4.0562150659970939 2.9923769566230467 5.3602950451895586 5.0494889281690112 5.688133876770733 7.1596255265176323 12.752490469254552 8.3440341781824845 6.4257659763097754 7.7592988209798932 4.0781856067478648 4.1701099555939427 9.8157645836472494 3.6302492264658213 9.033821474760769 3.8172748684883109 2.3064808100461951 8.2523231515660864 5.3339145649224511 43.361226960085332 9.2827006392180937 6.7443494200706473 4.3313525021076185 12.662445083260534 4.8719033338129512 5.0281182220205656 4.7954260688275099 7.6754090767353755 43.508726708590984 6.3762941886670887 245.8602663516067 5.799985927529633
leaf_count=8 57 60 69 103 64 27 92 103 41 58 62 99 31 109 141 45 164 72 251 39 37 109 49 43 22 35 42 60 52 42 62 99 122 88 41 58 88 70 54 65 29 42 61 30 56 32 20 188 35 421 84 51 25 92 31 43 37 67 309 67 2803 60
internal_value=-1.48447e-05 0.0074495 0 0.00858808 -6.78573e-05 -0.00145425 -0.000875199 -0.00741343 0.000437408 0.00933692 -0.000277108 -0.000961221 0 0.00074866 -0.000990931 -0.00708573 0.00129201 0.00711521 -0.00250643 -0.0112283 0.0151313 -0.0123914 -0.0174964 -0.00517936 0.00292793 0.000211584 0.000305179 -0.000256034 0.00183879 6.82914e-05 0.0134138 -0.000144867 0.00330642 0.00110794 -0.000979451 -0.00163598 -0.0100853 -0.00099521 0.00791264 0.0127862 0 -0.00168005 0.000925724 0.00983942 0.000171964 0.000990874 -0.00030628 0.00773213 -0.00201956 -0.000493312 0.000315294 0.00416445 -0.00416305 0.0104412 -0.00151527 -0.00949672 -0.0153646 0.000211221 0.00221134 -0.00618866 -0.00139236 0.0125435
internal_weight=669.889 3.72914 2.60248 1.73922 666.16 115.208 113.023 19.5055 93.5173 7.39494 86.1223 82.3922 78.1454 73.5558 65.4131 18.4266 46.9864 19.104 27.8824 15.3874 8.14271 13.5321 8.74579 4.3308 5.97336 550.952 545.443 396.574 148.869 387.231 6.33555 380.895 72.6561 67.2958 308.239 294.792 19.9121 274.88 18.848 13.4474 12.4222 256.032 137.886 9.94217 127.944 118.128 64.3034 10.5588 53.7446 48.4107 114.311 37.8163 15.8711 21.9451 76.4943 14.0619 9.12678 62.4323 48.3806 14.0517 251.862 10.9833
internal_count=7516 240 232 172 7276 1658 1594 418 1176 99 1077 1050 951 889 821 225 596 236 360 180 68 304 195 92 114 5618 5583 4444 1139 4384 104 4280 973 851 3307 3201 146 3055 153 106 99 2902 1037 82 955 894 752 208 544 509 862 289 113 176 573 99 62 474 340 134 2860 102
is_linear=0
shrinkage=0.03


Tree=240
num_leaves=63
num_cat=0
split_feature=0 0 42 26 34 0 32 42 50 11 26 50 11 3 11 35 42 3 31 3 3 24 42 11 11 11 50 3 50 12 42 3 50 3 5 3 3 31 50 21 49 50 36 3 50 32 21 31 50 3 12 42 42 42 42 12 31 21 34 58 50 11
split_gain=0.239394 0.622012 0.601008 0.23673 0.903154 1.71553 0.898244 1.85532 1.48686 1.92783 1.96828 1.48018 1.45182 2.01088 1.8615 0.971753 0.897483 0.849126 1.1391 0.93902 1.55215 0.772775 0.709274 1.32312 1.22379 1.12718 0.826029 1.41775 0.821872 0.898936 0.813834 0.792866 0.790007 0.747851 0.739513 0.699638 1.78892 1.99856 1.53848 1.02784 0.809471 0.886395 1.12014 2.4031 1.60239 1.82098 1.43007 1.85526 1.24848 2.05524 1.28445 1.10561 1.03224 0.937856 1.06701 1.18967 0.993292 1.99595 0.926104 0.91994 1.87123 1.32823
threshold=51.500000000000007 1119.5000000000002 5.0009086044551614 8.5000000000000018 1.0000000180025095e-35 49.500000000000007 0.15000000000000005 3.4240587203982549 2.9242685963818378 0.8784157257684102 7.5000000000000009 2.2053316966240444 0.90417064739399211 0.13723808562876269 0.86155979732086796 1.0000000180025095e-35 3.5591881646294836 0.19803921568627456 1.0000000180025095e-35 0.13468939894209542 0.097406704617330822 1.0000000180025095e-35 3.885512953955101 0.78862344337608847 0.67915159828926641 0.67033194198013046 3.3361473422153938 0.15606708256315469 3.924621069591844 0.12500000000000003 4.6250269199402787 0.14976474159690528 1.7585441243211084 0.36250000000000004 0.24662162162162166 0.56250000000000011 0.61250000000000016 0.23000000000000004 3.1963557881865921 0.41741475425163055 0.32500000000000007 1.7585441243211084 1.0000000180025095e-35 0.48750000000000004 2.8153069638604364 0.15000000000000005 0.32934748478142073 1.0000000180025095e-35 2.4194005465518993 0.41250000000000003 0.22500000000000006 3.5538288087861587 3.5498703649766381 3.7065212271721317 3.735056698925844 0.4250000000000001 0.2950000000000001 0.34241475425163082 1.0000000180025095e-35 1.0000000180025095e-35 2.7815080780430619 0.88913030679303295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 22 8 -8 9 10 11 -6 13 15 -15 -9 -16 19 -19 20 -10 -12 25 24 -24 34 27 -26 29 33 -28 -32 -31 -27 -1 40 37 38 39 -37 41 53 59 44 48 51 47 52 -44 50 -50 -46 -47 56 -55 -56 57 -5 -45 61 -61 -43
right_child=1 2 -4 35 6 -7 7 12 17 -11 21 -13 -14 14 16 -17 -18 18 -20 -21 -22 -23 23 -25 26 28 30 -29 -30 32 31 -33 -34 -35 -36 36 -38 -39 -40 -41 -42 42 43 58 45 46 -48 -49 49 -51 -52 -53 -54 54 55 -57 -58 -59 -60 60 -62 -63
leaf_value=0.027713329453959476 -0.021993124758081378 -0.010952064300091633 0.018884446165895179 -0.0046345569268930525 0 0.019353836199268011 -0.015544977043303302 0.0059878685610986349 -0.01972769240399852 -0.0083908899755446228 -0.024611916933490029 0.02330944324503751 -0.0030415081795359031 0.034254338276535311 0 -0.018916160485777926 0.017462621585631614 0.0042072002937887697 -0.013789488457110565 -0.02240294105825608 0.006218052730761126 0.0012712536078316175 -0.01744656675701493 -0.020774197683809118 0.0066443872000963387 0.0012790905203028185 0.02304903167603577 -0.018306309643115852 -0.0085994121892114892 0.015296459642862808 -0.0059670791450567133 0.015629410713365433 0.0029026176388057333 -0.013548890634413903 0 -0.021077168079790213 -0.0087725866835594059 0.026346423916509782 0.016783550866512974 0.0040569495109163039 -0.0059261843971345754 0.00030514082750958665 -0.012585801845333611 -0.020696841155089622 0.020738053101820159 -0.0039357741665859347 -0.02021134563066334 -0.021933844037118028 0.019285424027204321 0.023598886403096864 -0.001097127439148137 -0.0020366073929325998 0.016098428673345794 -0.029525196506124219 -0.012515229104122767 0.0093939777053067847 -0.011595411631876584 0.027474926545770471 -0.003266146023473299 -0.023984237809899937 -0.0011270807704264071 0.0054339514864568316
leaf_weight=2.4429992828518148 1.4000318566104391 1.0186155355768276 0.91034019179642189 3.9068123651668447 3.587766161188485 5.0041104014962903 4.3344562575221053 2.438641704618937 3.5703157903626579 10.11311377212405 1.5617161449044934 6.7339206058532 11.529540784657 3.7049829517491153 5.2230049856007081 2.3914441196247935 4.6567427553236485 7.4466999098658544 4.9197469651699066 6.7215833961963654 3.9785983702167869 1.5377441393211484 2.8782022455707255 3.0675875805318347 4.4680428802967098 5.7750929296016675 2.6833315757103247 3.2501196274533868 5.7736482545733443 5.0368142779916516 3.3951766267418861 2.288127682171762 84.586286228150129 5.0399915762245655 1.3555775880813596 2.6033647553995269 5.1970126302912822 4.8327349200844756 3.504432731308043 2.2993495482951403 24.422968150116503 217.26907214801759 2.9579064305871752 8.5011361474171263 2.8769251657649901 5.2740141223184782 7.9766486701555541 3.2845899323001495 3.0700179929845097 5.1242441930808118 16.041045078076422 3.9651181548833847 3.4973246389999986 2.3611188968643537 7.6021532611921412 2.6490979986265302 3.4950758088380098 2.5899441088549793 5.4693261324428013 3.4971642941236487 31.529655989259481 58.301498796790838
leaf_count=84 61 106 84 46 42 109 31 38 36 69 41 90 106 78 47 29 42 60 39 59 44 22 58 21 57 53 50 41 52 55 40 42 730 40 11 33 45 40 46 30 290 2341 51 110 27 73 122 40 51 76 178 54 47 14 113 30 25 40 59 139 409 420
internal_value=-1.38672e-05 -0.00781184 0.000761784 1.84577e-05 0.000827649 0.00234784 -0.00156814 0.00205227 -0.00415918 0.00111169 0.00873064 0.0152135 0.00488476 0.0101491 0.0161152 -0.0054115 0.00817293 -0.00901325 -0.00258048 -0.0140604 -0.00547133 -0.0106533 0.00162967 -0.00314139 0 0.00264353 0.00317785 -0.00330161 0.00198741 0.00267149 0.00979302 0.00194368 0.00369846 -0.0052068 0.0184718 -0.000371814 0.00528388 0.0112963 0.00153666 -0.00841655 -0.000633236 -0.000293323 3.68842e-05 -0.00342688 -0.000428274 -0.00570232 -0.0103652 -0.00313757 0.00456853 0.00699363 0.00203226 0.0070046 0.00356431 -0.00603944 -0.0114342 -0.006208 0.000272211 0.00770825 -0.0144387 0.000816665 -0.00370273 0.00141514
internal_weight=668.924 3.32899 1.92896 665.595 221.495 137.045 84.45 34.2788 50.1712 23.5343 13.4211 10.3217 29.9444 18.4148 13.5847 4.83009 9.87975 26.6369 12.3664 14.2705 7.54891 3.09946 132.041 22.0306 18.963 110.01 16.0848 7.71816 106.212 100.438 8.36664 5.6833 89.6231 10.8151 3.79858 444.1 18.4369 13.2399 8.40715 4.90271 425.663 401.24 378.636 68.0383 54.0678 26.8746 20.0326 12.0559 27.1932 24.2353 19.1111 6.84204 8.77134 22.6042 12.6124 10.2513 9.99183 6.49676 13.9705 310.597 35.0268 275.571
internal_count=7516 251 190 7265 2316 1443 873 371 502 264 195 132 340 234 167 67 89 238 99 139 80 63 1334 309 288 1025 230 98 930 878 132 82 785 93 95 4949 194 149 109 63 4755 4465 4197 888 719 363 282 160 356 305 229 81 120 268 157 143 111 86 169 3309 548 2761
is_linear=0
shrinkage=0.03


Tree=241
num_leaves=63
num_cat=0
split_feature=14 0 42 49 58 47 43 50 26 26 21 21 21 26 25 14 42 42 50 50 49 12 42 21 32 31 25 31 26 50 42 14 50 21 42 32 32 14 42 42 14 21 21 26 26 50 42 42 13 0 0 42 14 14 14 14 14 43 50 14 14 42
split_gain=0.232997 0.630654 0.454297 0.427208 0.27811 0.972885 1.07478 0.989423 1.07365 1.65729 1.60848 0.829202 0.829134 0.725731 3.44528 2.92096 0.975975 1.73311 0.731826 1.23519 0.674224 0.879224 1.41058 1.05726 0.573529 0.550502 3.6715 1.65844 4.65784 2.17085 2.17563 1.88085 1.36744 1.0732 1.04456 0.931952 1.74206 1.90238 2.87071 1.33304 2.01739 1.18384 1.12494 1.18701 1.67289 1.80011 1.18715 1.01564 2.95485 1.61985 1.53725 1.73712 1.49867 1.2289 1.05182 1.31989 1.46641 1.00391 0.999991 0.888478 1.036 0.886754
threshold=0.55694444444444458 1172.0000000000002 5.0250247642442778 0.22000000000000006 1.0000000180025095e-35 2.5000000000000004 -1.0000000180025095e-35 2.4194005465518993 3.5000000000000004 6.5000000000000009 0.34116643587525719 0.3625352601820907 0.39729424832117044 10.500000000000002 1.0000000180025095e-35 0.65604707792207806 3.769702276078295 3.5656344265871387 3.6374120912428598 3.5178448824637267 0.15500000000000005 0.4250000000000001 3.6257820523298188 0.30309916640504742 0.25000000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 9.5000000000000018 3.315707808323157 4.3751111872189599 0.62414383561643849 2.7040907083446837 0.42354256669754398 3.7666825895759684 0.18500000000000003 0.17500000000000002 0.62233560090702966 3.567678236601139 4.6907213539591348 0.62847490347490365 0.37301951694796365 0.34697135395913403 10.500000000000002 7.5000000000000009 3.3536489182451987 4.7686198135562341 3.9303249852141158 0.70000000000000007 39.500000000000007 32.500000000000007 1.0000000180025095e-35 0.7025418275418277 0.70678160919540234 0.753907203907204 0.69133291614518166 0.7239110707803994 -0.27499999999999997 3.2806961417784364 0.68642083699151313 0.66767068273092378 4.431706508225683
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 25 6 -6 11 -9 10 -10 -7 -13 18 15 -15 17 -16 19 20 21 23 -23 -11 -22 33 27 28 -27 30 32 -32 -30 35 -35 36 39 -38 -39 47 -41 42 43 44 -37 57 -45 50 49 -49 54 -52 58 61 55 -2 -57 -46 -53 60 -42 -50
right_child=4 2 -4 -5 5 7 -8 8 9 13 -12 12 -14 14 16 -17 -18 -19 -20 -21 24 22 -24 -25 -26 26 -28 -29 29 -31 31 -33 -34 34 -36 41 37 38 -40 40 59 -43 -44 46 45 -47 -48 48 53 -51 51 52 -54 -55 -56 56 -58 -59 -60 -61 -62 -63
leaf_value=0.026428380309463179 0.0018014338558996739 -0.019325304478746475 0.010230912480753581 0 0.010111060842686594 -0.019027387758995467 -0.014630693637032632 -0.0128926595623864 0.02624283343434906 -0.0079513491787547661 0.0017587336703032109 0.010721398665769209 -0.011112964430054297 0.030322852226295358 0.0018455474718621794 0.002583357213114465 0.010272734917789897 -0.02628558557018262 -0.012520105455758131 0.017367596392593353 0 -0.022177334260701353 -0.0031738074801889427 0.006202693543112571 0.019177840579293143 -0.030281580320342647 -0.028964338592459699 0.00051494565400559507 -0.01553581934294191 -0.015269848118301534 -0.003234410424658309 0.024223728568363377 0.0040829522687768132 0.023377557577097748 0.0042734954531234394 -0.0097095967095880455 -0.0013633059903097307 0.0026950646931271668 0.040587045086668251 0.026921101735965781 0.0049644272519694544 0.012959919460485194 -0.021039785721383878 -0.0021813677506542866 0 -0.0093796396714362316 -0.022660209004912637 -0.023350814674178409 -0.00035422583618967496 -0.0012355586899451961 -0.015063434587599723 0.0071686321646437104 -0.011048183882088452 -0.0049371690285740987 -0.0036790974519008359 0.036806662885530674 0.0059739111348582324 0.022817425374023297 -0.0012912115647456942 0.01511964179165526 -0.013255705321477334 0.022078940379369201
leaf_weight=1.3786907246103508 5.8339164517819899 0.8841250898549331 0.3755683412309736 1.0441486476920543 1.4815359190106381 4.3378057265654189 8.5645381421782059 4.8900443837046614 4.2291575297713262 7.2315474115312126 6.684068039059639 2.5093665109016001 3.3459672695025802 5.2290315777063396 2.6604820201173442 10.850584231317042 1.1773494081571696 4.6246695853769779 5.4718168023973695 2.8508511148393145 2.6514121182262889 4.7008773377165225 16.72613968513906 12.58137660846114 2.0417473055422306 5.8791946806013575 3.8267676532268515 322.67264357418753 5.3816716801375204 7.1273313434794536 2.8880009949207288 6.0453595090657473 6.6043411828577518 3.4360416186973479 13.908031663391737 6.7924875151366022 4.6934263510629517 4.1841159807518125 3.5982680125162005 3.892972529865804 7.4603902576491219 3.2313216421753159 3.5270606726407996 7.6688003074377793 2.6359724774956703 3.059991148300468 4.3466439470648766 8.2525864327326435 1.6821239981800298 5.5712366495281449 6.8176014348864546 23.958794923499227 7.9504665564745656 4.5392993558198214 3.5256892107427111 3.2509827883914113 3.4054329805076122 5.8039682861417514 24.109883562196046 3.6721396436914793 4.1158836325630546 4.1801320603117347
leaf_count=40 48 103 32 65 14 132 197 61 40 92 64 60 74 50 88 72 28 148 66 25 52 47 188 133 27 120 90 3174 38 63 25 60 55 33 165 71 36 30 43 79 86 38 20 73 30 35 39 189 16 45 41 219 66 55 36 38 27 69 199 38 43 86
internal_value=-1.56801e-05 0.00729893 -0.00620847 0.0165473 -6.74369e-05 -0.00141548 -0.0102702 -0.000491539 0.000412356 0.00123139 0.0120884 -0.00930427 -0.000719698 -0.000223105 0.00395198 0.0122344 -0.0110119 -0.0154359 -0.00222943 -0.000906286 -0.00224089 -0.00357676 -0.00778696 0.000708949 0.00793785 0.000203775 -0.000471353 -0.000132705 -0.00643531 -0.00104519 0.00361583 0.0148136 -0.00434384 0.00152136 0.00862356 0.000760115 0.00194784 0.0125676 0.0215444 0.000796028 0.00804245 -0.00338224 -0.00518624 -0.00301878 0.00151933 0.00871717 -0.0103306 -0.000504489 -0.00588987 -0.0150106 0.00108484 -0.000951203 0.000707027 0.00572022 0.00935619 0.0135085 0.0225421 0.0160381 0.00281334 0.00254814 -0.00111925 0.0148529
internal_weight=668.054 3.68253 1.25969 2.42284 664.371 114.84 10.0461 104.794 94.6012 89.7111 10.9132 10.1931 5.85533 78.7979 24.5421 16.0796 8.4625 7.28515 54.2558 48.784 45.9331 41.2399 21.427 19.8129 4.69316 549.531 360.425 356.599 33.9259 28.0467 20.9194 8.93336 11.986 189.106 17.3441 171.762 134.695 12.4758 7.78238 122.22 19.1414 37.0662 33.8349 30.3079 18.2924 11.4999 12.0154 103.078 24.2254 13.8238 78.8528 62.8367 56.0191 10.4016 16.016 12.4903 6.65642 8.43994 48.0687 15.2484 11.5763 5.86226
internal_count=7516 240 135 105 7276 1658 211 1447 1181 1120 104 266 134 1016 386 122 264 236 630 564 539 460 235 225 79 5618 3625 3535 361 241 178 85 93 1993 198 1795 1420 109 73 1311 246 375 337 317 205 134 112 1065 391 234 674 525 484 157 149 113 65 99 418 167 129 102
is_linear=0
shrinkage=0.03


Tree=242
num_leaves=63
num_cat=0
split_feature=0 0 42 14 5 14 11 28 14 1 1 14 4 29 1 21 21 21 11 29 14 14 36 14 14 11 38 14 47 1 1 1 42 9 42 42 9 1 21 14 1 9 27 1 1 1 42 5 42 1 1 5 42 9 42 42 42 14 1 9 42 1
split_gain=0.23591 0.60907 0.566841 0.236699 0.915584 1.72157 0.56545 1.05498 1.09651 2.15545 1.7192 0.994583 1.0249 0.773643 0.707869 0.852083 1.60728 0.444193 0.374354 1.81029 2.4999 1.04204 1.12742 0.977517 1.78626 0.764176 0.616772 0.543893 0.455363 1.57906 0.827795 0.78092 1.5583 0.999546 0.852798 1.35131 0.817101 0.804658 3.46978 4.14732 2.28084 2.27405 2.18371 0.726644 1.60892 1.08711 0.881777 0.856644 1.17243 1.51085 0.982969 0.70597 0.72433 0.661998 1.05735 0.60822 1.64291 1.81229 1.01349 1.62442 1.23657 0.801177
threshold=51.500000000000007 1119.5000000000002 4.9763905204053005 0.60826939471440766 0.025657894736842109 0.60776772247360489 0.89503805832773364 1.0000000180025095e-35 0.58607219827586221 3.5498703649766381 3.5565212271721318 0.6039701257861636 0.43132201334141912 1.5000000000000002 3.7222509892493991 0.39366307262800382 0.37479088507391733 0.44366307262800386 0.93349589109791131 2.5000000000000004 0.66565040650406515 0.68120471014492767 1.0000000180025095e-35 0.6503424657534248 0.63069358178053847 0.93090551165006608 1.0000000180025095e-35 0.63603896103896107 4.5000000000000009 3.578938214467795 3.544265602280305 3.5565212271721318 3.5345066141412258 1.0000000180025095e-35 5.0543510577720907 5.0186495125046582 0.27500000000000008 3.6339835643916452 0.36233510479454678 0.63603896103896107 3.637649039618045 0.17500000000000002 1.0000000180025095e-35 3.6253934147262181 3.6528557519457316 3.6855547771300552 3.6088652702674477 0.37668918918918926 3.8753381686865334 4.1894640159230123 3.7102318827680185 0.41522988505747133 3.6656344265871388 0.17500000000000002 3.5467622390330522 3.4334948141752979 3.4074466511864689 0.62414383561643849 3.4743473152270581 0.27500000000000008 3.4844894294556341 3.4621259898684649
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 9 -1 -10 12 -12 -9 15 16 -8 -16 25 20 23 -22 -23 24 26 28 -20 -26 31 30 -30 32 33 -5 35 37 53 38 39 41 -39 -33 -41 46 -45 -46 -31 48 50 -50 -47 52 -42 54 -34 56 57 -35 61 60 -60 -57
right_child=1 2 -4 18 -6 -7 14 13 10 -11 11 -13 -14 -15 17 -17 -18 -19 19 -21 21 22 -24 -25 27 -27 -28 -29 29 43 -32 34 36 55 -36 -37 -38 40 -40 42 51 -43 -44 44 45 47 -48 -49 49 -51 -52 -53 -54 -55 -56 58 -58 -59 59 -61 -62 -63
leaf_value=-0.015790177118272103 -0.021855064827591083 -0.015871188017339371 0.014418941221570215 0.01471220269392985 -0.0086565029257188245 0.023926429072453074 -0.0065441272976856958 0.0030629973034466658 0.019784473960326173 0.015484880070453032 -0.010198704861780842 0.01547407440832764 0.012915681816431554 -0.01520499123538401 0.011361516422619731 -0.015492821283497429 0.01563046037343313 -0.001628399346709723 0.014380849839863567 -0.020391298340675743 -0.023983105810275691 0 -0.018234176310908103 0.013504947789587215 -0.015979167802320348 0.0096983783030269253 0 -0.0013163098436032557 0.0053559440033264984 0 0.022209988324838087 -0.022199563949346791 -0.023754239429848535 -0.020900623766611615 -0.0077399623817149916 0.019308834429869939 -0.021992438769760723 -0.021298658171504121 0.023314033645309325 0.002885994476575394 -0.0027367612940208609 0 0.022852735078133773 0.021537331547817364 -0.012661873888174741 -0.001848922376810166 -0.019581707111130591 -0.013255902068529637 -0.020257976952677545 0.0016193418420142346 0.015263332149896482 0.012394941019751493 0.00066290752696865698 6.4978205492333788e-05 -0.0013352808037833243 0.0021174213328248141 -0.020513862038642468 0.003628765266403836 -0.022546229443514358 0.0093397352855457364 -0.0031499760266978155 0.019609884828422627
leaf_weight=4.5494122877717045 1.3895388434175395 0.63607241807039816 1.2466542439069597 3.308579697739332 6.6006367933005086 3.1281587635166934 11.635702390223747 3.5097850477322927 9.4414951503276843 3.1166684720665216 5.9289691019803268 3.3173076407983899 2.0563953472301364 3.6690560448914766 4.8719970174133769 4.7749955691397181 3.6773182712495318 3.0641172640025616 7.6454504812136346 4.5029679350554934 3.56167003232986 11.417438304983078 4.1736255101859561 7.8590761395171276 3.8629036024212819 7.1048435177654019 3.374038016423583 7.7196388021111488 10.709480762481688 4.5377866327762595 4.2140909396111956 8.2875276184640843 3.6214088997803646 3.1369835957884851 11.659401027485726 3.1870297077111891 4.4915336845442644 4.4185609226115039 6.8010730706155291 25.885252802167088 76.375066604930907 8.9476238125935179 6.2374156247824422 3.0855830553919068 5.3502302351407698 3.5151081271469584 3.3769714944064617 3.017822951078414 2.9541719299741116 27.086071599274874 9.3079774891957623 3.8443745002150527 210.48602654552087 6.4570833453908554 5.0511924214661121 10.084622697904704 4.9894788917154065 13.736102217808364 3.739569320343441 6.8558932445012024 16.99422752391547 3.385312811471521
leaf_count=33 61 94 96 40 46 45 98 43 96 58 86 45 31 40 48 34 36 27 90 48 37 97 42 77 31 72 31 85 133 53 45 69 31 28 138 43 39 43 79 283 608 89 71 32 57 35 35 18 40 330 80 27 2694 69 46 105 56 151 43 74 162 43
internal_value=-1.50406e-05 -0.00781902 0.000763307 1.67421e-05 0.00162978 0.00275953 0.00155291 0.00409937 0.00678703 -0.00224201 0.0103998 0.00183109 -0.00334312 -0.00561957 -0.0014745 -0.00462967 -0.000699417 0.00569194 -0.000173975 -0.00254981 -0.000734695 -0.00927636 -0.00527555 0.00446576 0.000968669 5.54681e-05 0.00975393 -0.00690399 -6.62901e-05 0.00204715 0.0107427 -0.000441078 -0.00301612 -0.000707665 0.000147669 0.000428249 -0.0104198 0.000228994 0.00352436 0.000593363 -0.000379724 -0.0110689 0.00706608 0 0.00118081 -7.55675e-06 -0.00843944 0.00138642 0.00261343 -0.000453424 0.0101554 -2.67184e-05 -0.000222609 -0.00635068 -0.0116974 -0.00165757 -0.00569428 -0.000771635 0.000363571 -0.00277382 -0.0071169 0.00717519
internal_weight=666.973 3.27227 1.88273 663.7 73.342 66.7414 63.6132 35.5891 28.4102 7.66608 20.7442 11.3027 7.98536 7.17884 28.0241 20.088 15.313 7.93611 590.358 54.1168 49.6138 19.1527 15.5911 30.4611 22.602 536.241 11.0195 11.5825 529.137 77.1553 14.9236 451.981 85.852 66.2308 366.129 354.47 19.6212 351.283 56.1589 49.3578 295.124 17.2352 32.1227 62.2317 54.317 51.2314 7.91476 45.8812 42.8633 30.0402 12.8231 290.705 286.861 15.1297 8.6726 62.9222 21.8626 16.8731 41.0596 27.5897 20.7338 13.4699
internal_count=7516 251 190 7265 766 720 675 432 349 91 258 162 117 83 243 168 134 75 6499 538 490 176 139 314 237 5961 121 116 5889 858 178 5031 887 702 4144 4006 185 3963 591 512 3372 158 354 680 592 560 88 503 485 370 115 3329 3302 146 77 662 235 179 427 279 205 148
is_linear=0
shrinkage=0.03


Tree=243
num_leaves=63
num_cat=0
split_feature=0 0 42 26 34 4 0 4 42 9 9 17 26 3 32 9 35 43 3 11 42 12 43 43 42 5 5 43 43 47 43 47 3 42 43 12 3 26 3 3 31 26 21 21 49 26 53 3 36 38 29 3 3 26 49 9 11 31 11 42 42 3
split_gain=0.226903 0.585082 0.551509 0.230979 0.838611 2.33147 1.80817 1.23274 0.881969 1.05392 1.54329 1.43414 1.38219 1.17155 1.31803 1.6217 1.12745 1.57695 1.08327 1.77139 2.1622 0.867348 1.76909 1.36593 2.04192 0.683948 0.96864 0.679748 0.824543 1.00051 0.87327 1.87694 0.808416 0.796949 0.771834 0.79717 1.56753 0.677822 0.668431 1.71161 1.88513 1.372 1.37931 1.48878 0.756831 0.753402 0.74082 0.775532 2.21719 2.15147 1.45155 1.66152 1.539 1.07576 0.817783 2.56998 2.89121 1.9354 1.66502 1.6354 1.61856 1.58581
threshold=51.500000000000007 1119.5000000000002 5.0009086044551614 8.5000000000000018 1.0000000180025095e-35 0.52142857142857157 49.500000000000007 0.44949869224062777 4.8846819779809314 0.12500000000000003 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 0.065591397849462371 0.15000000000000005 0.32500000000000007 1.0000000180025095e-35 -0.27499999999999997 0.15364152970912792 0.88669055975826294 3.5031786463077683 0.37500000000000006 1.0000000180025095e-35 0.17500000000000002 3.6146403336683859 0.36939571150097467 0.3133928571428572 0.074999999999999997 0.32500000000000001 3.5000000000000004 0.25000000000000006 2.5000000000000004 0.29864864864864871 3.6757820523298186 1.0000000180025095e-35 0.12500000000000003 0.36250000000000004 7.5000000000000009 0.56250000000000011 0.61250000000000016 0.23000000000000004 9.5000000000000018 0.36410647292050047 0.42934748478142082 0.32500000000000007 11.500000000000002 1.0000000180025095e-35 0.48750000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.5375000000000002 0.51250000000000007 10.500000000000002 1.0000000180025095e-35 0.17500000000000002 0.91475446598121968 0.16000000000000003 0.87795077387660703 3.8753381686865334 4.6907213539591348 0.27475490196078439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 25 9 10 -6 12 -11 -13 15 21 -12 -18 -16 20 -20 23 -23 24 -15 26 27 34 30 -30 33 -32 -31 -29 35 36 -1 -8 44 40 41 -40 -43 -44 46 -46 47 54 49 50 51 52 -49 -51 -5 -56 57 59 61 -57 -61 -59
right_child=1 2 -4 38 8 -7 37 -9 -10 11 16 13 -14 14 18 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 29 32 31 -33 -34 -35 -36 -37 -38 -39 39 -41 -42 42 43 -45 45 -47 -48 48 -50 53 -52 -53 -54 -55 55 56 -58 58 -60 60 -62 -63
leaf_value=0.002901373396855833 -0.021572628679522678 -0.01053034199530218 0.018412713171982707 -0.00019776038839194469 0.0059195168830477179 0.024627694676457781 0.025626357964666072 -0.014194641827830501 -0.013094891428833291 0.02827818433547654 -0.014587131275707205 -0.017889464779821583 0 0.0098641886190847499 -0.0054900379607736955 0.016287930842810716 -0.011340745682626153 0.015475385830361763 3.712514063054865e-05 0.0012393832055447721 0.040416362796741823 -0.0089829785049971942 0.016467846345267274 -0.027267286275777885 -0.018347861614349283 0.014361482674755628 -0.014285141689376243 0.0093523062869015558 0.015559193273539874 0.007693891372528257 0 0.028387449251433265 -0.0065712672831198613 -0.007893080459702672 -0.012818923122103148 0.0017039134963878991 -0.022841096783784806 0 -0.016384349530719846 -0.0085742940247688811 0.02578357361178266 -0.0092124096527210729 0.033714514127015253 0 -0.0088226996269149382 0.0026898661734877285 -0.0076076642128756452 -0.0045772494116625428 -0.013536132751721736 -0.024702833890249427 0.014490794541477416 -0.01267796788089005 0.013269728982064639 -0.00088163329814650265 0.01489915234917517 -0.015906768820610782 -0.025986417532489106 0.0087555866008359809 0.029000157002355295 0.017036724098090053 -0.0063322219892035601 -0.011709755008693657
leaf_weight=4.1535813510417929 1.3684392987051972 0.98729086213279493 0.878340003779158 276.55477045383304 7.4743819497525719 3.913918847218155 3.5664649046957484 4.4891527583822599 5.3649455783888689 3.2077811593189827 13.528309324756266 2.8625758010894051 2.9748044777661562 4.2339360360056215 3.3596959626302114 3.1476458022370926 4.5699169142171741 3.1646039634943 2.3284504599869233 6.9118708577007055 3.1469016787596047 6.2623937455937249 3.7485067909583449 3.3499981192871919 4.3700367156416178 3.4307504147291175 3.3663381412625304 5.8823855035007 3.1248024799861041 4.5128741636872318 3.81514279730618 4.8079821551218629 12.430125329643486 3.5369073450565338 3.8797984588891259 66.805807475931942 3.4829416237771511 1.354564633220434 2.3047391735017317 5.1847666958346954 4.7876479364931575 1.8530023638159034 2.4310092655941844 1.7887767357751725 18.37610108777881 5.9811087674461296 11.910830209963022 7.3474335186183497 14.107013295870273 3.8080018293112508 8.1934595853090304 6.5198199171572915 9.1264464296400547 3.9686339152976871 13.812583660706876 7.1144274510443237 3.3056634943932286 16.975807590875782 2.8949389867484561 4.0350383725017291 6.6566461734473705 3.8587297629564992
leaf_count=41 61 106 84 3073 62 118 74 49 73 43 90 41 42 35 45 31 57 32 22 58 53 69 38 30 52 25 22 50 34 51 32 53 105 41 29 659 25 35 17 45 40 23 41 28 210 80 198 57 176 36 87 52 84 36 144 99 30 219 28 48 66 32
internal_value=-1.57806e-05 -0.00771177 0.000654805 1.50059e-05 0.000816384 0.0022836 0.00154302 0.000791815 -0.0014971 -0.000598586 -0.00521315 0.00194913 0.0152332 0 0.0013449 -0.00274228 -0.00942478 0 0.00819186 0.0124076 0.0249083 -0.00586244 9.51786e-05 -0.0112648 -0.00387475 0.00140849 0.000964225 0.0014803 0.00475771 0.000246482 0.00938874 0.0163077 -0.00237622 0.00222351 -4.60709e-05 0.000571807 -0.00835716 0.0190756 -0.000370723 0.00516939 0.0110782 0.00156958 0.00964509 0.0193255 -0.000626627 -0.00575249 -0.000296943 -5.34342e-05 -0.00342962 0.000126723 0.00381198 0 0.00499062 -0.0136253 0.000464927 0.00368152 4.20967e-05 0.00237197 0.00804912 -0.00486588 0.00208722 0.00460469
internal_weight=666.692 3.23407 1.86563 663.458 220.56 136.554 132.64 127.719 84.0068 78.6418 28.7372 49.9046 6.18259 43.722 40.8594 25.1125 21.2628 7.73452 15.7469 12.3872 5.47535 21.9649 10.0109 11.954 8.60397 123.229 119.799 116.432 38.1102 20.0678 18.0424 8.62312 16.943 9.41929 78.3221 74.4423 7.63652 4.92103 442.897 18.3499 13.1652 8.37753 6.07279 4.21979 424.547 24.3572 400.19 388.279 53.0708 38.9638 31.1872 22.9937 16.4739 7.77664 335.209 58.6538 44.8413 41.5356 23.7295 17.8061 10.6917 20.8345
internal_count=7516 251 190 7265 2316 1443 1325 1216 873 800 241 559 85 474 433 255 179 89 178 133 75 224 107 117 87 1167 1142 1120 366 190 176 85 156 91 754 725 66 109 4949 194 149 109 92 69 4755 290 4465 4267 528 352 280 193 141 72 3739 666 522 492 279 213 114 251
is_linear=0
shrinkage=0.03


Tree=244
num_leaves=63
num_cat=0
split_feature=28 4 34 53 11 11 50 42 50 11 42 42 11 55 4 4 26 42 50 50 32 4 29 11 42 34 11 4 4 4 17 42 11 49 50 4 42 42 49 4 11 11 50 42 42 4 4 4 26 34 50 42 4 42 34 11 50 42 26 11 42 4
split_gain=0.204403 1.02205 2.24636 0.824646 0.628004 2.94497 0.84549 1.77932 1.52552 1.47491 2.41518 1.39971 1.09396 0.992757 0.842412 2.05886 2.3217 1.87283 2.02767 1.72488 1.86092 1.66651 1.36039 1.05765 0.903101 0.831463 0.614306 0.559711 0.49028 1.24036 1.0004 1.20718 2.42831 1.30288 0.780353 0.51782 1.8589 1.42471 1.26767 1.19588 1.09421 0.768465 0.714264 0.599205 1.83589 1.30007 1.6342 1.85508 1.05184 1.30763 0.825748 1.67916 1.2371 1.10122 1.35967 1.18961 0.867882 0.727449 0.551716 0.511639 0.494099 0.489317
threshold=1.0000000180025095e-35 0.82500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.93860674117103537 0.93349589109791131 3.315707808323157 4.500814583693912 3.3723414149732767 0.87579466157694208 3.3965620836455082 5.0186495125046582 0.75413596120821635 1.0000000180025095e-35 0.31311274509803927 0.35948717948717951 10.500000000000002 3.7222509892493991 2.7815080780430619 2.4194005465518993 1.0000000180025095e-35 0.42578818326189266 1.5000000000000002 0.91597433949860452 4.8037733451769924 1.0000000180025095e-35 0.89358682880676443 0.43625902544818601 0.52142857142857157 0.53033088235294124 1.0000000180025095e-35 3.7885744636323824 0.62821906363916014 0.15500000000000005 2.8153069638604364 0.44150798281440623 4.7502366905087499 5.0005279307147701 1.0000000180025095e-35 0.42796974866950172 0.71588857454678612 0.71756981113521967 2.8625437813686543 4.7859573202992296 4.8037733451769924 0.42476927252985891 0.41373798394920192 0.40619293279766261 5.5000000000000009 1.0000000180025095e-35 2.533010400260828 4.9531068287039579 0.40369821642258824 4.9614314031341502 1.0000000180025095e-35 0.75449491438277516 1.7585441243211084 4.9042169434880387 10.500000000000002 0.70135359315803292 4.9327061363990721 0.72500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 -3 4 5 6 11 9 12 10 -8 13 -9 14 17 25 21 18 19 20 -2 24 -19 26 -17 -16 -20 -18 35 -30 -31 32 61 34 -33 39 41 38 42 43 -41 59 -38 45 -45 46 47 -1 49 -46 51 57 53 55 -55 -52 -53 -50 -39 -37 -59 -32
right_child=3 2 -4 -5 -6 -7 7 8 -10 -11 -12 -13 -14 -15 15 16 27 22 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 30 31 33 -34 -35 -36 36 37 58 -40 40 -42 -43 -44 44 48 -47 -48 -49 50 -51 52 56 -54 54 -56 -57 -58 60 -60 -61 -62 -63
leaf_value=-0.00012422915650031556 -0.0074142046101082527 0.016823424944590545 -0.017226846050852538 -0.01111793171344887 0.010105143443973862 -0.025059407214358433 0.0014465046386674244 0.01931461046686727 -0.01704256327188532 0.0014896998550610482 0.027274114307019998 0.016776459933723727 -0.0052533680633538972 0.010325869369836562 -0.0028748539472929473 0.025659704112173349 -0.023336803400299415 0.024540706359527827 -0.0081836368542216788 0.020721078169236216 0.01564480164274051 -0.0024067775020816407 0 -0.020686975683013861 0.0016419794381382011 -0.022475172851574132 0.0029909962961242945 -0.0042546026332766643 0.023919159082488303 -0.01193028477412313 -0.0066370535099316477 0.0007613067413650825 0.031891617673912007 0.01485442084768613 -0.014764861892866174 -0.010851063707359091 -0.0089361021587942863 0.00071766377935336754 0.023968423836076971 -0.0018925187858584609 0.019145549684174593 -0.018155719733144275 0.012309197818236162 -0.025876374616207898 0.025108983434761551 0.018590288771233095 -0.022083471824386199 0.020484854850072322 0 -0.0044798939619048071 -0.0035645950937710645 -0.00080382597741408661 -0.018976228544203465 0.0050771748113293191 -0.01796189106690501 0.015452255165378679 0.02301184386518592 -0.031815887858453872 -0.015906863297213514 0.0054972027865949902 -0.00077052143499206909 0.0087056353986102297
leaf_weight=388.75437043304555 9.5626836046576518 1.8860392298083732 7.862983213737607 4.5976789239794007 7.064600456506013 3.5897073969244948 6.3852595407515782 2.5999374929815513 4.7313716262578964 12.211008228361605 7.8503820807673037 4.146958419121801 3.1848494634032249 6.5068283695727578 3.8638981916010362 4.2606957582756895 3.1704859156161538 4.4915133500471702 11.401883836835628 4.6896119005978099 4.4501521140336981 7.5996415135450661 3.1877282187342644 4.6226928234100333 2.9376946773845702 6.7524733124300838 6.0408271960914126 4.2015244234353304 2.3244976028800037 3.8405212834477487 3.3543578013777715 4.5991433551534993 3.3607711014337838 2.8851521695032707 5.4285889943130314 3.3164206654764739 2.8015421051532012 2.3938105460256329 3.5791726899333298 2.887026231735943 5.2862588296411559 8.0370145207270962 2.4607877815142274 2.9228021036833516 2.560528165427967 3.1812112629413596 2.8179546799510709 3.768799912184476 5.2769033624790591 1.970255820546299 7.7839065543375963 1.3779077619547022 5.601682453416287 2.8429445317015034 6.6496980478987098 4.2678416827693582 3.7692855037748814 1.1485921697458255 3.2588236588053405 2.7166557619348168 1.3781107289250938 3.563507073558867
leaf_count=4172 65 55 123 54 53 20 48 34 56 89 106 66 33 65 41 49 35 51 76 40 35 112 38 27 42 55 42 45 28 47 52 71 52 42 66 59 39 39 47 31 83 85 35 29 49 38 31 60 79 22 98 102 74 58 72 58 52 35 33 30 33 60
internal_value=-1.54565e-05 -0.000300489 -0.00983066 0.000974292 0.00143111 0.000908648 0.00171632 0.00553876 -0.00445546 0.00974161 0.0162856 0.000104843 0.00506248 -0.000651258 -0.00162741 -0.00535021 0 0.000780281 -0.00166863 0.00537953 0 0.00672356 0.014255 -0.00790672 0.0169783 -0.0160813 -0.00398348 -0.0136533 -0.000103606 0.00362992 0.00150205 0.00406594 0.0117126 -0.00164903 -0.00718162 -0.000344448 -0.00425247 0.00295038 0.0106742 -8.3735e-05 0.0111301 -0.0120302 0 -0.000307543 -0.00348562 5.81648e-05 -8.5114e-05 6.87019e-05 -0.00177643 0.0113283 -0.00345497 0.00242378 -0.00647622 -0.00280556 -0.0104805 0.00282236 0.0157227 -0.0057721 -0.00805749 -0.00258676 -0.0183821 0.000445816
internal_weight=666.018 521.916 9.74902 144.102 139.504 132.44 128.85 36.9628 10.5162 26.4466 14.2356 91.8873 5.78479 87.7403 81.2335 32.7864 22.17 48.4471 40.7679 18.7024 14.0128 14.798 7.67924 22.0654 7.19839 10.6164 17.4427 7.37201 512.167 29.3565 27.032 23.1915 10.2786 12.9129 10.0277 482.81 28.5642 14.4941 8.8415 454.246 8.17329 14.0701 5.26233 446.073 47.5505 398.522 395.341 392.523 44.6277 4.53078 40.0969 12.9508 27.1461 21.5444 9.49264 12.0517 5.14719 7.80361 5.65263 6.03308 2.5267 6.91786
internal_count=7516 6139 178 1377 1323 1270 1250 366 123 243 154 884 67 818 753 379 283 374 285 140 100 203 89 145 91 96 118 80 5961 418 390 343 164 179 137 5543 367 193 121 5176 114 174 74 5062 761 4301 4263 4232 732 71 661 301 360 286 130 156 154 147 72 89 68 112
is_linear=0
shrinkage=0.03


Tree=245
num_leaves=55
num_cat=0
split_feature=3 1 17 1 1 50 3 47 3 11 4 11 47 4 26 5 4 11 11 28 42 26 5 5 3 5 26 31 11 17 12 26 31 11 42 26 58 31 26 26 31 12 1 26 11 5 1 28 3 4 50 4 50 5
split_gain=0.208093 1.66979 1.07038 1.06463 0.753433 1.28662 0.737116 1.47418 1.42659 1.29703 1.24388 1.74219 1.12997 1.07314 1.76757 0.76432 0.683641 0.671433 1.44603 1.04366 0.929058 0.806832 0.622182 1.69888 0.59655 0.580182 0.536889 2.815 2.44371 1.46212 1.57824 1.49788 1.03606 0.650828 0.535765 0.523027 0.477746 1.17146 1.04965 1.24454 0.905143 1.02043 2.33273 1.7837 0.912904 1.74227 1.29301 0.831828 0.781026 0.473071 0.449821 0.408974 0.273086 0.127675
threshold=0.079473684210526321 4.8218426205347829 1.5000000000000002 4.7037836835244127 4.883552937674458 3.3361473422153938 0.10275263951734541 3.5000000000000004 0.11651583710407241 0.68872574916131091 0.28759398496240607 0.73610271519268089 4.5000000000000009 0.38919413919413925 10.500000000000002 0.29289215686274517 0.40619293279766261 0.66371725642505452 0.67915159828926641 1.0000000180025095e-35 4.6022328364453351 6.5000000000000009 0.39208074534161497 0.34891304347826091 0.065591397849462371 0.3133928571428572 12.500000000000002 0.16000000000000003 0.93134835368155466 1.5000000000000002 0.52500000000000013 13.500000000000002 0.23000000000000004 0.59940655744516935 4.5184800837290524 10.500000000000002 1.0000000180025095e-35 0.2950000000000001 9.5000000000000018 10.500000000000002 1.0000000180025095e-35 0.17500000000000002 3.3697022760782955 8.5000000000000018 0.71154260306773509 0.025657894736842109 4.5408290460017566 1.0000000180025095e-35 0.34687500000000004 0.3246621621621622 2.9242685963818378 0.45049019607843144 2.9797363981426757 0.07483905579399143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 53 17 35 -6 7 34 9 -8 15 12 13 14 -12 50 -13 -4 -19 20 21 -20 23 25 -5 26 33 -28 29 32 31 -31 -29 -10 -2 -3 40 38 48 -40 44 43 -43 -42 46 -46 -35 -39 -38 -23 -9 -18 -15 -1
right_child=6 4 3 24 5 -7 8 10 22 -11 11 16 -14 52 -16 -17 51 18 19 -21 -22 49 -24 -25 -26 -27 27 28 -30 30 -32 -33 -34 36 -36 -37 37 47 39 -41 41 42 -44 -45 45 -47 -48 -49 -50 -51 -52 -53 -54 -55
leaf_value=0.016386825580388235 0.022259682497823449 -0.0063733968855567355 0.0065352278083575053 0.018368436728675119 0.0054825932394166757 -0.017751275786288313 -0.025770777903309155 0.03039648784210822 -0.011171823885590864 -0.0022673564478534053 -0.028995117753639124 0 0.0064099172728662281 0.0032431089671013809 -3.6507261316298943e-05 0.00021907775388966438 0.022016921576833728 -0.022310439182616819 -0.0051377622951229857 -0.013119227505749086 -0.011642383752288763 0.00077046643166982264 -0.01073390703507989 0.021600216533937927 0 -0.011496052033871527 -0.027914067173305364 -0.020347659944410765 -0.018502054015860206 -0.0048405157621716028 0.023642515462243822 0.0084023855360994357 0 0.0042815721295297237 0.0039175256349991737 -0.026995906588576504 -0.011875830504740784 0.014678806735781695 -0.011059304015849701 0 -0.0079265299305181693 -0.02628005841427616 -0.00017067264727878222 0.01667982676980765 0.0028364052146705818 -0.010480947328725078 0.021816619457574887 -0.0012708109608615308 0.00099254594244961407 0.018461036623049442 0.0062652294157150247 0.001823146670881575 -0.0081890245202928119 0.0042177977456345789
leaf_weight=3.730999235995113 4.5769176739267987 3.2788655599579206 4.0864765858277705 3.1930648367851964 4.9347090255469066 3.2690991200506687 3.4557923828251642 2.0477739879861456 4.0788699612021437 6.7012954130768776 5.0249598287046009 4.8497466561384481 3.7576953645329914 3.8856886895373455 3.6439807349815965 4.1217307299375534 3.1775489710271358 3.8646974721923497 2.8368274131789821 5.312609505839645 2.8745135860517612 3.0399022260680795 4.5657418593764296 3.1025101765990248 3.6321539552882314 3.7098972573876372 3.5395396137610069 3.7707735644653422 5.9141907747834912 13.644292895682158 3.396429337328299 16.343444698024541 4.4418297279626131 20.177309370599691 3.5142909660935402 3.2758114654570818 4.3715134598314753 6.5140622183680517 20.807393259368837 14.832511849235742 3.4418586865067464 2.9337228015065184 218.96524486679118 7.7995761521160603 110.66918835043907 9.2709110570140165 4.992581362836062 4.0588529258966446 58.855285091325641 4.358347449451685 2.3580512469634414 2.2580645168200135 2.905770773999393 3.3077110052108765
leaf_count=48 52 45 52 34 53 37 41 32 71 55 54 54 46 56 45 27 41 37 22 54 38 33 29 23 32 24 164 35 45 124 49 166 46 331 42 35 46 53 428 342 24 18 2276 72 970 164 64 31 668 54 37 31 43 23
internal_value=-1.46616e-05 -0.00178662 0.00125677 -0.000850068 -0.010391 -0.00326393 0.000135676 0.0037789 -0.000152674 -0.0111866 0.00110287 -0.00165416 -0.0071301 -0.010844 -0.0177742 0.0111484 0.00794619 -0.00375347 -0.00594815 -0.00199065 0.00219773 0.00680834 4.26901e-05 0.000146995 0.00930239 6.37863e-06 0.000100246 -0.00280701 -0.000701624 0.0017621 0.0046754 0.00218602 -0.00919687 0.000415263 0.0153034 -0.0180623 0.000529012 -0.00118974 -0.00225691 -0.00635908 0.00104252 -9.08359e-05 -0.000566234 0.00861467 0.00290233 0.00174135 0.00814081 0.00808901 0 0.0121933 0.0196167 0.0150551 -0.00088435 0.0117716
internal_weight=665.473 54.9958 40.2373 33.1986 14.7585 8.20381 610.477 46.1222 564.355 10.1571 38.031 29.5035 19.2181 15.4604 8.66894 8.52756 10.2854 26.3734 22.2869 18.4222 13.1096 10.2351 554.198 549.632 6.82522 546.529 542.819 51.0505 47.511 41.5968 33.3842 29.9877 8.2126 491.769 8.09121 6.55468 487.69 109.44 98.8667 35.6399 378.25 233.14 221.899 11.2414 145.11 119.94 25.1699 10.5729 63.2268 7.39825 4.40583 5.43561 6.79146 7.03871
internal_count=7516 597 427 356 170 90 6919 560 6359 96 466 370 244 198 99 96 126 290 238 201 147 109 6263 6234 66 6211 6187 629 465 420 339 290 81 5558 94 80 5487 1568 1484 770 3919 2390 2294 96 1529 1134 395 84 714 87 69 72 99 71
is_linear=0
shrinkage=0.03


Tree=246
num_leaves=48
num_cat=0
split_feature=14 0 42 49 1 1 14 14 14 3 21 1 12 48 12 40 26 1 42 14 14 1 42 14 3 21 14 3 5 45 3 3 26 12 3 42 0 14 1 1 1 14 35 3 26 31 42
split_gain=0.23269 0.602485 0.418588 0.397302 0.229769 0.63617 1.69897 0.386966 0.615892 0.975191 0.885536 0.612593 0.31369 0.300795 1.47037 0.402662 1.18588 2.54761 1.94734 1.63384 1.46668 1.40426 1.37977 1.07738 0.901441 1.30774 0.86764 0.835137 1.80607 1.85746 1.52658 2.2857 1.32629 1.25756 1.87548 1.11296 1.06093 0.808612 1.03956 1.01184 0.784838 0.295094 0.607308 0.287585 0.284595 0.240392 0.0150435
threshold=0.55694444444444458 1172.0000000000002 5.0250247642442778 0.22000000000000006 3.342730752564798 3.388574463632382 0.62847490347490365 0.79135572139303489 0.76154939587775416 0.14267985856113155 0.44199178219582225 3.9303249852141158 0.65000000000000013 1.5000000000000002 0.52500000000000013 1.0000000180025095e-35 10.500000000000002 3.5228967779734712 3.6845066141412262 0.72137002341920387 0.66354895104895117 3.5636629030736411 3.4844894294556341 0.63603896103896107 0.14976474159690528 0.31322078885752358 0.59924242424242435 0.13100686498855837 0.01941930618401207 1.5000000000000002 0.23145604395604399 0.26364764267990076 10.500000000000002 0.52500000000000013 0.063508064516129045 4.1643751273066618 39.500000000000007 0.61566332218506148 5.0699631837661698 4.9380613264658075 4.021991651880783 0.62233560090702966 1.0000000180025095e-35 0.41250000000000003 9.5000000000000018 0.12000000000000002 4.925446285241029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 41 6 -6 8 12 -10 -11 -9 13 15 -15 27 17 22 24 20 -20 23 45 -19 -18 -26 -23 28 29 36 37 40 -33 35 -35 -30 -7 39 -39 -29 -32 -2 -43 -24 -8 -17 -5
right_child=4 2 -4 46 5 7 44 11 9 10 -12 -13 -14 14 -16 16 18 21 19 -21 -22 26 43 -25 25 -27 -28 30 33 -31 31 32 -34 34 -36 -37 -38 38 -40 -41 -42 42 -44 -45 -46 -47 -48
leaf_value=0.025912433100615501 0.012780804057869901 -0.018947612500456699 0.009589036464112374 -0.0013257627449736122 -0.022810158526579815 -0.012679184844208751 0.0075009472481364324 0.016225358557291316 0.002706407321937227 -0.020867308381422343 0 -0.0014113249743025436 0.0081379160790800119 -0.017050114530049808 0.0041798981146091291 -0.0013786116681287507 0.0033891347054069644 -0.00060213907298745887 0.001356977256786079 0.015998142057305677 -0.011238872807029201 -0.0065950356426408441 0.012364700918724695 -0.021164371364211731 -0.020371460896301461 -0.0062115676738770925 0.0012136837562894518 -0.016943297062512516 0.010756132908534709 -0.030288658375107653 -0.0022002756781352782 -0.00069795191514824997 0.0043812587686586192 0.0082489055012414103 -0.012515860667480732 5.8459463716368124e-05 0.0051679566237061566 0.0075124368683690121 -0.0066515378304781688 0.0043143879856768061 -0.020411114262988368 0.0076329865844169207 -0.0097531188381895177 0.030809554309355294 -0.0040861989370252223 0.009145572680734966 0.0042941300697690631
leaf_weight=1.3713623953517524 2.6223093122243863 0.84905655391048618 0.35990253556519747 0.56241659354418494 3.8519873218610865 6.4019460435956699 3.4314425438642502 3.1758765112608662 4.9385722838342172 4.843855444341898 2.7092850878834724 2.5158251230604947 4.0691426992416373 4.8987840414047223 6.0662888735532761 3.9909979552030546 3.6098596253432325 5.3768961448222381 30.373128491453826 4.9732944574207059 10.963744889479129 14.220922833308576 3.6799668897874653 4.8638492538593709 9.7345470841974038 19.926629696972668 109.8688889965415 2.9659097082912913 11.061161298304794 3.4636249225586644 4.5793678956106287 142.1564781460911 67.423624104820192 4.9383395379409221 13.644860289059578 44.602125145960599 4.7567662373185158 59.21888427156955 4.4580906108021727 4.6979304291307926 5.9800718440674245 4.5285717882215977 2.6568412706255913 3.1546997372061014 3.312374266795814 2.6469393335282803 0.46157082170248032
leaf_count=40 26 103 32 8 37 90 28 62 51 53 38 31 29 31 41 52 27 51 343 60 136 150 35 42 94 220 1220 36 84 42 60 1361 763 57 118 633 40 750 58 70 75 43 39 34 43 23 57
internal_value=-1.46292e-05 0.00737052 -0.00603864 0.0163939 -6.6163e-05 -0.000144338 -0.00736763 -1.33079e-05 -9.35926e-05 -0.0066384 -0.0134345 0.007628 3.01435e-05 -1.60987e-05 -0.004903 6.37881e-05 -0.000923452 0.000632025 -0.00388193 0 -0.00187739 -0.000580158 0.0129888 -0.0111612 -0.0093958 -0.011165 0.000261343 0.000669932 -0.00184359 -0.0114056 0.00145758 0.000191797 0.000910089 0 -0.00664928 0.00232256 -0.00458599 0.00526815 0.00640915 -0.00337105 -0.0132589 0.00442672 0.000301948 0.0223652 0.000991817 0.0020853 0
internal_weight=664.959 3.60431 1.20896 2.39535 661.355 651.547 10.5958 640.951 635.259 12.4917 7.55314 5.6917 622.768 618.699 10.9651 607.734 227.384 147.803 79.5812 46.3102 41.3369 134.331 13.4726 10.2407 33.271 29.6612 124.09 380.349 88.8688 14.6223 291.48 220.14 209.58 74.2465 18.5832 55.6633 11.1587 71.3408 63.677 7.66384 10.5594 9.80772 7.18541 6.83467 6.74382 6.63794 1.02399
internal_count=7516 240 135 105 7276 7168 108 7060 6967 142 91 93 6825 6796 72 6724 2487 1607 880 539 479 1463 144 93 341 314 1370 4237 1064 172 3173 2259 2124 892 175 717 130 914 808 106 135 108 82 69 71 75 65
is_linear=0
shrinkage=0.03


Tree=247
num_leaves=63
num_cat=0
split_feature=0 42 0 25 0 42 21 14 49 0 49 42 43 21 37 26 14 4 4 4 45 11 32 4 2 45 32 25 43 11 4 43 32 14 45 14 3 14 4 11 11 11 3 3 3 3 49 9 4 45 45 3 32 25 4 32 43 11 0 47 4 12
split_gain=0.222395 1.83947 2.08709 1.69692 1.62339 1.43561 1.308 1.6932 1.00428 0.842348 0.760572 0.478098 0.811485 0.463701 1.57287 0.494593 0.465654 0.349071 1.47173 0.894687 0.993875 1.71772 0.814376 0.350444 2.19705 4.57261 1.46352 2.06561 1.55805 1.19452 1.52568 1.25325 2.04377 1.08436 0.785393 0.707592 0.690924 0.638903 0.574097 2.21927 1.33695 2.10793 1.1128 1.09809 0.851894 1.1848 2.17333 0.851286 1.67624 2.25754 1.39013 1.00711 1.57533 1.07184 1.00052 0.789602 0.748062 0.699733 0.687443 2.24483 1.01158 0.660005
threshold=24.500000000000004 4.0601480385259885 23.500000000000004 1.0000000180025095e-35 21.500000000000004 3.7467622390330519 0.46047529722733416 0.7025418275418277 0.12000000000000002 26.500000000000004 0.12000000000000002 3.8753381686865334 -0.22499999999999998 0.39209185988959427 1.0000000180025095e-35 10.500000000000002 0.71973859473859492 0.52142857142857157 0.5590277777777779 0.48212005108556838 1.5000000000000002 0.75723584128704613 1.0000000180025095e-35 0.40619293279766261 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.25000000000000006 0.73898114900723588 0.43625902544818601 -1.0000000180025095e-35 0.17500000000000002 0.59658438576349038 1.5000000000000002 0.66767068273092378 0.09232954545454547 0.64956140350877212 0.30151515151515157 0.68273594447144703 0.69744992305541842 0.70363943833870479 0.23145604395604399 0.15606708256315469 0.070197044334975381 0.1236388219978657 1.0000000180025095e-35 0.27500000000000008 0.3618055555555556 1.5000000000000002 0.69117647058823539 0.099019607843137278 0.16500000000000004 1.0000000180025095e-35 0.32305502846299816 1.0000000180025095e-35 -0.52499999999999991 0.73880788565247513 33.500000000000007 3.5000000000000004 0.25760368663594474 0.4250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 8 7 -7 13 -2 11 -8 -13 14 16 -15 -1 19 22 23 -21 -22 -19 38 25 37 28 29 33 30 -28 -31 -33 -26 -30 -36 -29 -25 40 43 44 -42 47 -40 -11 -46 55 48 49 54 -49 52 -52 -53 -41 -47 61 -50 59 -58 -61 -43
right_child=9 2 -4 4 -6 6 10 -9 -10 17 -12 12 -14 15 -16 -17 -18 18 -20 20 21 -23 -24 24 26 -27 27 36 34 31 -32 32 -34 -35 35 -37 -38 -39 39 42 41 56 -44 -45 45 46 -48 50 57 -51 51 53 -54 -55 -56 -57 58 -59 -60 60 -62 -63
leaf_value=0.00094581060660712721 0.010143467629930776 0.008438614252538966 -0.023847813497380143 0.031115230385231528 0 -0.0015342537604019438 0.0028032307681155545 0.028910463251948716 -0.018189153949560093 -0.0049676629922531081 0.0098782739333167485 0 -0.017727582537565463 0 0.017446097419345743 -0.019119629970512139 -0.010660586248519776 0.0015678089579217584 -0.0096930674642257183 -0.019477674889257956 0.01756713037550646 -0.017486264232903316 0.027040375898033257 -0.0006975254172930938 -0.0028303811078044475 -0.029974116299836946 0.020301040598000121 0 -0.010520144824961155 -0.014485344527952899 -0.0046032081279517032 -0.010942845660965095 0.017266694946676316 0.023396056830369716 0.022332533455849107 -0.0014287970115344796 0.0244964753762161 0.016102826965754043 -0.021025469589913335 -0.016082354190101202 -0.017777880607744215 0.017217649045654607 -0.013332178995731438 0 0.022598466583936425 0.0067005285512385573 0.024434141768467463 0.01889445679411075 -0.023109061553929923 0.022590245429660313 0.0050276924852237243 0.00066447319907686833 -0.01584403780353354 0.013001324377972898 0.00074318326914326954 -0.011149057530424309 -0.012075969965968136 -0.0030145178294201901 -0.00023577199242095061 0.022611760898749351 0.0019104908486239811 0
leaf_weight=4.0930860075168365 7.2991727739572516 2.0828811321407539 6.0516734970733523 2.7660454134456804 3.0435928972437978 2.3473738324828473 3.9639824109617638 3.4000373519957066 5.3250823989510527 3.1544314138591316 4.2789858980104318 3.7649174113757944 4.1805782569572294 2.3984244633465996 3.2722432864829889 2.6298534860834479 6.6104941428638995 2.8365600863471609 2.8740332052111626 4.2781123914755863 2.3564203782007098 2.2758018113672733 2.6353715546429157 3.5793420597910863 1.1664649363374362 5.1327293459326029 3.9124310426414075 1.2151662679389108 2.8466235680971286 8.8525319718755835 4.0443607289344072 5.0519476365297979 3.8778660730458796 8.842629512306301 1.8108469694852831 1.5692419381812213 3.8169381644111127 3.158418950624764 7.5514241289347392 4.3614210635423722 5.7456563492305568 4.1374259525910002 5.6773374662734559 2.4579914044588804 5.2006376525387195 3.3825728017836791 3.3358893231488755 3.8799555022269478 4.7228839378803951 3.2386615639552465 5.0614679316058737 44.665081463637762 7.2505663195624948 7.4638754497282198 8.4922030717134458 4.9137899614870548 3.7294263013172886 3.5128755494952202 364.28824534127489 5.5480120861902815 4.5309173529967666 4.7158519998192787
leaf_count=48 53 23 99 96 38 30 60 44 64 37 52 39 61 46 41 53 69 35 25 44 35 26 29 30 66 68 44 20 35 87 40 46 41 182 53 14 94 35 92 27 66 33 62 35 60 43 41 33 42 58 96 585 84 161 64 58 36 34 3669 56 46 33
internal_value=-1.43106e-05 -0.00175797 -0.0148567 0.000222421 0.0153204 -0.00160213 0.00377348 0.0158339 -0.00668478 0.000149975 -0.000283198 -0.00453247 -0.0089078 -0.00299288 0 -0.0106171 -0.00573604 1.44224e-05 0.00604185 -6.28485e-05 -0.00939667 0 0.0154145 7.34164e-05 0.00227026 -0.00898058 0.0052645 0.00117847 0.012535 -0.00209105 0.00710438 -0.0065725 0.000760149 0.0197563 0 0.0101616 0.0184894 0.00655022 -0.000164101 -0.00211327 0.00033383 -3.80192e-05 -0.00066566 -0.0154544 0.00786484 0.010652 0.00451204 7.29428e-05 -0.00465484 0.000661768 0.00185267 0.000678488 -0.00684093 0.00258847 -0.00466526 -0.00317887 0.000218943 -0.0155239 0 0.00653606 0.0141076 0.00874162
internal_weight=664.661 60.2093 8.13455 52.0747 5.80964 46.2651 21.9359 5.74741 24.3292 604.452 16.1885 11.9095 7.9455 19.0041 13.9758 5.02828 10.7036 597.152 8.34596 588.806 8.91033 4.63222 5.47193 579.896 58.8775 11.8705 47.007 30.7712 16.2358 25.7391 7.95679 17.7823 8.92981 10.0091 6.22671 3.38009 5.0321 6.73776 521.019 108.336 412.683 392.696 98.3263 10.0094 19.9873 16.8329 11.6323 92.649 24.328 16.0923 68.3209 64.441 12.312 52.129 12.8536 8.29636 386.95 8.23576 378.097 13.8084 10.0789 8.85328
internal_count=7516 863 122 741 134 607 286 74 321 6653 212 160 100 257 158 99 117 6600 89 6511 105 61 64 6406 855 133 722 372 350 258 84 174 87 248 102 67 114 65 5551 1373 4178 3939 1246 127 239 202 142 1184 225 149 959 926 180 746 91 101 3873 76 3807 138 102 66
is_linear=0
shrinkage=0.03


Tree=248
num_leaves=63
num_cat=0
split_feature=14 9 42 58 35 41 42 48 3 3 21 21 26 25 14 1 11 26 3 1 9 3 26 26 3 11 1 1 14 26 4 11 25 13 42 11 11 1 42 1 26 9 1 1 1 3 1 42 42 1 11 12 49 14 4 13 3 47 5 35 34 14
split_gain=0.218442 0.681205 0.960548 0.257521 1.56477 1.05478 1.1615 0.741668 0.870588 0.646152 1.07994 0.866424 0.64968 2.48733 2.43034 1.00581 1.20327 0.928235 0.969618 1.39764 1.15978 1.06241 0.765974 1.41076 0.69984 0.574803 0.697235 0.926141 0.535634 0.519547 0.479213 2.06182 1.398 7.20992 3.04544 2.1078 1.27746 0.947423 0.942129 2.18562 0.899138 1.62653 1.74587 1.40692 1.15723 1.00498 1.46082 0.98869 0.959493 1.45668 2.7023 1.14723 0.844491 1.99384 0.831714 1.40792 2.67201 3.33096 1.5027 1.08898 1.08584 1.05621
threshold=0.55694444444444458 0.27500000000000008 4.9763905204053005 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5223737282238914 1.0000000180025095e-35 0.48750000000000004 0.56250000000000011 0.37934748478142077 0.43485113803914732 10.500000000000002 1.0000000180025095e-35 0.65604707792207806 3.5666825895759682 0.94140860664678472 8.5000000000000018 0.48750000000000004 3.5462391892834719 0.17500000000000002 0.41250000000000003 3.5000000000000004 6.5000000000000009 0.51250000000000007 0.93860674117103537 3.6967622390330521 3.6355547771300549 0.62233560090702966 11.500000000000002 0.22540322580645164 0.68816001945609639 1.0000000180025095e-35 0.90000000000000013 4.8657369127966961 0.79207412340655592 0.80884265122221277 4.3391259730569631 3.885512953955101 4.6022328364453351 12.500000000000002 1.0000000180025095e-35 3.715634426587139 3.5636629030736411 3.6355547771300549 0.27543103448275869 4.7339486192976263 3.376441577715048 3.4074466511864689 3.4432538023143779 0.87024954435563784 0.4250000000000001 0.32500000000000007 0.61152570480928703 0.39990933816863111 1.0000000180025095e-35 0.18634259259259262 3.5000000000000004 0.062418346836329859 1.0000000180025095e-35 1.0000000180025095e-35 0.65419580419580436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 30 -5 9 -7 8 -8 12 -11 -12 17 14 -14 29 -17 22 19 -19 -21 -22 -6 -24 -20 26 27 -25 -10 -15 31 37 36 34 -34 -36 52 -2 40 -40 45 -42 43 -43 -45 46 -33 -47 -49 -50 -51 -52 54 -54 59 56 57 -56 -57 -32 61 -59
right_child=3 2 -4 4 5 6 7 -9 28 10 11 -13 13 15 -16 16 -18 18 24 20 21 -23 23 25 -26 -27 -28 -29 -30 -31 32 38 33 -35 35 -37 -38 -39 39 -41 41 42 -44 44 -46 47 -48 48 49 50 51 -53 53 -55 55 58 -58 60 -60 -61 -62 -63
leaf_value=0.024569660420880976 0.0040972451814104702 -0.020594884859631776 0.014098639108590527 -0.026016622561958681 -0.009844233351533567 0.0051247819393210525 -0.024946974447254563 -0.00067326987928970679 0.0021105186254452416 -0.0026309953595609094 0.032781639986902762 0.0023767434945482059 0.028519521546498346 0.01544563055296802 0.0021896806317701092 -0.025316294131852799 0.0068685512683708877 -0.014217230598848227 -0.030057046524641619 -0.0047846638101455268 0 0.026530266994950487 0.012808161662025122 0.001427036799921357 -0.0053237906928842744 -0.01272230355912642 0.011675819527320086 -0.014186749480201268 -0.016277614607759373 -0.0089420007724869133 -0.0045434904193266679 0.021347925390509438 -0.0037590440373025877 0.031649894388932363 0.031795034020391369 -0.0081843547154712946 0.017616378113320012 0.02706434839320904 -0.023475956113362492 0.0099185246732040599 0.011749806770575485 -0.011421843171783805 -0.024398409666392881 0.022033313015864257 -0.0016241557438403582 -0.0094023288145420655 -0.0003262210246799352 0.015251347818040184 -0.012047004369182593 0.018200578033527003 -0.001942965917266611 0.002962894133047849 0.01167479278228469 -0.016523346470507537 -0.0092472969843663978 -0.0026259166387204366 -0.013626789282516779 0.020474913467909802 0.011957058175461471 0.0022090534930181488 0.026211598631263187 0
leaf_weight=1.137151695787906 4.141424727626144 1.1232600554358216 1.3255386365344746 2.0871642520651212 4.9904913771897546 4.5027958834543851 5.0327722830697876 5.0743774841539553 2.693855638615787 3.2054530978202811 1.9517377596348522 2.2300285622477531 4.7737041711807278 1.5206024320796125 10.329747729003428 3.8590342155657709 0.95594792906194914 5.9775907089933815 2.364661779254674 5.829802453517912 2.1979842055588961 2.6265007080510259 8.7010957151651365 15.991466246545324 3.1512297270819545 3.0517117399722329 4.1212478727102271 4.0077937543392173 2.0082204770296812 0.97980784019455303 97.397176131140441 5.3380419686436635 37.325741609092802 7.0364524591714135 3.7809862811118355 1.2915040543302891 2.836110893636941 3.7285209083929658 4.1910933083854607 2.4967772057279944 4.1188683956861523 8.1586678484454769 4.491867506876587 2.5289887026883653 4.5515533071011305 7.3509501107037059 4.5860781595110893 4.3880474977195254 6.8670613300055257 8.4116830490529519 71.917841704562306 102.96005087532103 2.5683253696188322 9.080480848439036 4.9786906596273246 76.103495909133926 4.3999648522585622 3.713829801417889 6.6465740650892249 26.110466519370675 7.8540910407900801 4.7626195643097162
leaf_count=8 47 118 114 64 71 79 123 118 51 39 31 29 46 44 69 124 26 88 29 71 31 40 72 167 50 31 43 36 47 39 1052 45 383 256 91 21 30 42 51 42 41 78 40 37 52 52 31 37 51 82 517 755 42 114 36 1018 35 38 101 286 75 40
internal_value=-1.24053e-05 0.00716042 0 -6.25975e-05 -0.00136358 -0.000805774 -0.00716631 -0.0113217 -0.0161431 0.000465684 0.00887721 0.0187854 -0.000210631 0.00407228 0.0111677 -0.009686 -0.0177109 -0.00183743 -0.00678156 -0.00265125 0.00342747 0.0143404 0.000716105 0.00239796 -0.0176573 -0.000785623 0.000570096 -0.00151437 -0.00486264 0.00371275 0.000198913 0.00117302 -0.000604853 0.00395571 -0.000626606 0.0205536 -0.00154643 0.0161229 0.000649936 -0.0102117 0.000992006 -0.00444027 -0.00820498 -0.002789 0.00637472 0.00163557 0.0109308 0.00113861 0.00157696 0.0012142 0.00175633 0.000911193 -0.00180839 -0.00970773 -0.00137784 0.000491637 0.00663559 0.0111861 -0.00135626 -0.00306619 0.0178152 0.00891882
internal_weight=663.917 3.58595 2.4488 660.331 114.217 112.13 19.312 14.8092 9.73485 92.8176 7.38722 4.18177 85.4304 22.4188 15.1035 7.31539 4.81498 63.0116 22.1478 16.6319 10.6543 4.82448 40.8638 35.8733 5.51589 27.1722 24.1205 19.9993 4.70208 2.50041 546.114 250.228 295.887 49.4347 42.3982 5.07249 246.452 7.86995 242.358 6.68787 235.67 23.8499 19.7311 15.2392 7.08054 211.82 9.92412 201.896 194.545 190.157 183.29 174.878 243.616 11.6488 231.967 108.459 25.7092 21.3092 82.7501 123.508 16.3305 8.47645
internal_count=7516 240 232 7276 1658 1594 418 339 221 1176 99 60 1077 348 115 233 150 729 309 230 142 71 420 349 79 277 246 203 98 83 5618 2000 3618 751 495 112 2867 89 1911 93 1818 248 207 167 89 1570 76 1494 1442 1405 1354 1272 2837 156 2681 1343 224 189 1119 1338 153 78
is_linear=0
shrinkage=0.03


Tree=249
num_leaves=45
num_cat=0
split_feature=0 0 42 32 41 12 1 32 26 3 42 1 1 11 1 26 43 50 26 41 3 3 14 14 11 43 43 31 11 3 50 32 50 3 1 53 14 9 14 11 14 11 32 0
split_gain=0.225288 0.559165 0.500063 0.243417 0.887832 1.67088 0.743948 0.494276 1.82724 0.685608 0.46276 0.508079 0.300928 2.54428 1.00164 1.20563 0.811404 0.757314 0.706669 0.751137 1.15977 0.651654 0.621096 1.13105 0.889442 0.79799 0.651252 0.793671 1.82278 1.17232 0.61603 1.36266 0.853149 0.85298 0.503778 0.43472 1.11442 1.24027 0.860057 0.486061 2.4445 0.647436 0.284979 0.1487
threshold=51.500000000000007 1119.5000000000002 5.0009086044551614 0.53500000000000014 1.0000000180025095e-35 0.52500000000000013 3.7885744636323824 0.32000000000000012 8.5000000000000018 0.46250000000000008 3.5437425525307247 3.769702276078295 3.4792268092965979 0.86640860664678465 3.4948420730940497 9.5000000000000018 0.25000000000000006 2.9242685963818378 12.500000000000002 1.0000000180025095e-35 0.34687500000000004 0.36250000000000004 0.5796825396825398 0.59658438576349038 0.95964361590809555 -1.0000000180025095e-35 0.17500000000000002 1.0000000180025095e-35 0.88746759124415953 0.46250000000000008 2.533010400260828 1.0000000180025095e-35 3.3536489182451987 0.36250000000000004 3.5005956336034312 1.0000000180025095e-35 0.67278338945005622 0.37500000000000006 0.63603896103896107 0.93349589109791131 0.66565040650406515 0.91640860664678481 1.0000000180025095e-35 1198.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 43 7 5 10 -6 12 9 -9 -5 -12 13 16 15 -14 18 -17 19 30 -21 -18 25 26 34 -16 27 28 -24 -29 33 -32 -33 -1 -25 39 38 -38 -37 41 -41 -36 -22 -3
right_child=1 2 -4 4 6 -7 -8 8 -10 -11 11 -13 14 -15 22 17 21 -19 -20 20 42 -23 23 24 -26 -27 -28 29 -30 -31 31 32 -34 -35 35 36 37 -39 -40 40 -42 -43 -44 -45
leaf_value=0.0023933417915710858 -0.021382104313884553 0 0.017855790042182254 -0.0049868603550615081 0.00019720776357108348 -0.025007137362860032 0.030645775821264827 -0.0067290691417324251 -0.02705639899246487 0.011415426830922542 0.019712732720028939 0 0.0021753714946226269 0.024316738990731859 0 -0.024904739064077881 0 -0.0030528973363899516 -0.0090155251528643982 -0.0023104089807732152 0.0082781907582632486 -0.017813683824422489 0.014265922708689763 0.014166863484467699 0.012453044736577447 0.019051039063921214 0.0042821548304953052 -0.023451973819794573 -0.011488261755192615 0 0.015048361766123711 0.0036764802627521098 -0.01388261233396041 -0.017761455491560364 6.3303807150015431e-05 0.0023604852359125073 -0.014144938730206592 0.010733671327009971 -0.016802647288629843 0.0020289317271120055 -0.011868223997102589 0.0035515732463201411 0.024807765143478676 -0.016815073351136751
leaf_weight=3.1023796619847444 1.3427759219193824 0.26100408192723967 0.84350405121222138 1.5486360741779188 1.9197841873392465 1.8153249993920324 1.5921106571331618 3.8657084112055582 2.6499613896012306 3.1474891752004623 2.5715591004118323 1.9344713762402532 4.6602145843207818 4.1155587048269799 3.3533513145521283 4.026768802665174 3.8604057785123578 3.318761495873332 4.1243020426481953 3.6058614337816817 3.8673942293971777 3.4836393408477306 3.4698524931445771 2.0742767769843331 5.0912890732288352 3.3157329112291327 3.3985391221940509 5.6751347566023451 6.9880854282528162 3.6215444952249527 5.7841346478089681 5.7010039184242469 3.7756189564242959 3.2762731174007058 420.48823113692924 2.1784971132874507 2.2516122050583345 5.8433249415829778 7.1286413436755538 32.487788668833673 16.911335665732622 54.434904905036092 3.2274057399481535 0.69010636443272233
leaf_count=33 61 14 84 32 49 18 24 43 156 24 52 28 42 53 37 37 38 31 42 40 36 30 49 22 52 38 34 57 56 24 57 59 41 34 4618 24 30 90 116 323 143 513 40 92
internal_value=-1.08133e-05 -0.00779117 0.000494144 1.94468e-05 0.00433655 -0.000633606 0.0165249 -4.8408e-05 -0.00671743 0.000673014 0.0062808 0.0114756 4.51791e-05 0.00233327 -0.000131023 -0.00863825 3.05864e-05 -0.0161697 0.00200828 0.0036453 0.0100823 -0.00878658 3.80233e-05 -5.92204e-05 0.000205224 0.00901148 -0.00653336 -0.00871899 -0.00227293 -0.0151379 0.00012429 0.00365793 -0.0028416 -0.007272 7.49883e-05 4.75002e-06 -0.00462088 0.00291614 -0.0117308 0.000171415 -0.00263633 0.000477079 0.0170939 -0.010118
internal_weight=662.824 3.13739 1.79461 659.687 11.3819 7.86999 3.51189 648.305 9.66316 7.0132 6.05467 4.50603 638.642 47.924 590.718 12.0057 43.8084 7.34553 36.4644 32.3401 10.7007 7.34405 578.712 572.043 548.89 6.66908 23.1532 19.7546 10.4579 9.29668 21.6394 15.2608 9.47662 6.37865 543.799 541.724 17.4021 8.09494 9.30714 524.322 49.3991 474.923 7.0948 0.95111
internal_count=7516 251 190 7265 203 130 73 7062 223 67 112 80 6839 503 6336 110 450 68 382 340 116 68 6226 6151 5931 75 220 186 105 81 224 157 100 67 5879 5857 260 120 140 5597 466 5131 76 106
is_linear=0
shrinkage=0.03


Tree=250
num_leaves=46
num_cat=0
split_feature=0 49 43 42 32 41 42 42 32 50 21 0 31 42 4 50 4 0 0 50 5 32 31 9 11 5 11 50 53 32 11 9 9 11 5 11 2 4 43 11 50 42 42 43 11
split_gain=0.215258 0.546876 0.291551 0.378491 0.2298 0.851904 0.654256 0.510697 0.470891 0.684714 0.262645 0.248136 1.78654 2.55053 1.41752 1.54713 1.09345 1.23886 0.83057 1.39075 0.811726 0.756285 1.70978 0.697813 0.666869 1.82132 1.12326 0.522561 0.309902 1.00476 1.69616 1.18041 0.566012 0.424427 1.6337 2.76137 1.06394 0.913712 0.644828 0.203753 0.194568 0.189601 0.100729 0.0552915 0.00244383
threshold=51.500000000000007 0.19000000000000003 0.25000000000000006 4.9763905204053005 0.53500000000000014 1.0000000180025095e-35 3.5031786463077683 3.769702276078295 0.32000000000000012 3.315707808323157 0.39209185988959427 24.500000000000004 0.31000000000000011 4.2907886899843515 0.29099462365591405 3.924621069591844 0.40899370090986864 23.500000000000004 27.500000000000004 3.2806961417784364 0.41522988505747133 1.0000000180025095e-35 0.16000000000000003 0.27500000000000008 0.66692775118394609 0.062418346836329859 0.66019772732658288 2.9242685963818378 1.0000000180025095e-35 0.16500000000000004 0.67828968887170127 0.37500000000000006 0.32500000000000007 0.74850946649616978 0.025657894736842109 0.76056169225004921 3.5000000000000004 0.40619293279766261 0.62500000000000011 0.83975446598121961 2.8153069638604364 3.696165114879904 3.6146403336683859 -0.22499999999999998 0.69162459331384041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 8 6 -6 43 11 10 39 12 13 14 -1 16 -16 21 19 -13 24 22 -18 -23 25 -20 -27 -14 32 31 -31 -30 33 36 38 -36 -26 -38 -35 -10 -41 -7 -11 -8 -33
right_child=1 2 -4 -5 5 41 7 -9 9 42 -12 18 27 -15 15 -17 17 -19 20 -21 -22 23 -24 -25 28 26 -28 -29 29 30 -32 44 -34 34 35 -37 37 -39 -40 40 -42 -43 -44 -45 -46
leaf_value=-0.015637465670544175 -0.022357023443635098 -0.005907408120430062 -0.011728943745153247 0.019775016214707335 -0.015015767850597363 0.0042991383042828716 0.0018881441329950714 -0.0050464240846402443 -0.0031673954339802753 0 0 0.016188730995187379 0.034637697516715076 -0.030206498793134452 0.013027323435564519 0.021114710180968114 -0.00052050124766751717 -0.020256266516348171 -0.028271232994869708 -0.0029765059560665553 0.014866818207971077 -0.001264360072924745 0.028902663840114431 -0.014733763372511654 -0.01398518575151852 0.011109752962463063 -0.013821835353925773 0.0026925380291147752 -0.012105280136854669 0.0072116185358917706 -0.02528883534193559 0.004173524522306596 -0.0089749928387583104 0.00042022736818115544 -0.020234935991104503 0.0051511420793905176 0.0010038857264378141 0.0076789381101009862 -0.0096094230915982938 -0.02462296198976929 -0.0016397076674656197 0.024474264453386647 0.011442062723870177 0.016165311273805244 0.013921715245951092
leaf_weight=5.4641061201691619 1.171935526421293 0.29397808900102962 0.61791110201738764 1.0102758880238978 2.0474878335371596 1.8588463021442296 1.6480977926403286 2.3939178586006165 2.2698901100084168 0.99472499266266856 1.7285049906931815 7.3651456758379918 1.2436649538576596 2.7704695938155046 4.1125433845445505 2.7935272888280442 6.306718750856815 3.1754872407764188 2.594150707125662 5.2926972806453705 3.1143578737974158 25.956927169114355 2.0886949324049056 4.0960921747609964 3.3492166586220256 3.7275458043441176 2.5542169949039817 1.417212647385895 2.9832385741174203 1.7730138283222903 3.8021612502634525 2.6896189395338297 5.6973130526021114 397.60177909489721 9.0000225305557233 5.9963036328554145 88.93951751710847 24.186040268745273 5.6213002135045818 2.301475928165019 1.1156531202141193 1.6394287087023256 1.1808617077767847 1.797528709284961 2.7548153176903725
leaf_count=40 83 38 40 90 30 43 33 34 27 24 43 56 34 46 45 35 96 51 48 34 22 279 119 73 47 50 27 30 27 31 98 27 54 3952 56 44 1031 302 50 60 33 30 36 33 35
internal_value=-9.94079e-06 -0.00766538 0 0.00998176 1.91958e-05 0.00421329 -0.000625398 0.00375693 -4.65091e-05 -0.00658025 -0.0111693 4.42766e-05 -0.00178671 -0.0030351 -0.00142387 0.000110955 -0.00112766 -0.00272527 0.000243096 0.00778677 6.12269e-05 -0.0010248 0.00660383 -0.00338377 -1.52337e-05 -0.00809046 0 0.0210983 0.000106104 -0.00424699 -0.0140223 0.00169942 0.000231532 0.000344166 -8.84662e-05 -0.00975524 0.00194651 0.00249498 0.000260837 -0.0141963 -0.0192835 0.0161886 0.00615948 0.0114603 0.0104875
internal_weight=662.538 3.0941 1.92217 1.30425 659.444 11.3853 7.88703 5.83954 648.059 9.59111 7.41552 638.468 59.4254 56.7646 53.9941 48.53 45.7365 41.6239 579.042 12.6578 566.385 38.4484 8.39541 30.053 563.27 8.87591 6.28176 2.66088 554.394 14.0028 5.57518 8.42767 540.391 534.694 418.219 14.9963 116.475 113.126 403.223 5.68702 3.41713 3.49828 2.17559 3.44563 5.44443
internal_count=7516 251 168 128 7265 203 130 100 7062 223 163 6839 848 784 738 698 663 618 5991 90 5901 567 215 352 5879 125 77 64 5754 218 129 89 5536 5482 4102 100 1380 1333 4002 120 93 73 60 66 62
is_linear=0
shrinkage=0.03


Tree=251
num_leaves=63
num_cat=0
split_feature=1 1 14 12 42 1 1 42 9 1 14 14 50 32 1 50 50 1 31 42 26 26 12 9 1 0 29 32 14 31 1 3 14 9 1 27 1 1 1 1 14 42 50 42 49 1 26 42 12 43 3 12 1 3 42 42 31 14 14 1 42 31
split_gain=0.211919 0.572576 0.311428 1.08823 1.39313 1.08396 2.79843 2.18574 2.04086 1.61298 1.66419 1.58363 1.51875 2.11151 1.53245 1.47714 1.70972 1.43767 1.12996 1.11187 0.942751 0.934358 2.47064 1.17297 2.06773 1.75074 1.4822 1.75309 1.71277 1.66367 1.21017 0.929186 0.725627 2.28702 2.25037 1.25418 0.855814 0.843249 1.11929 0.97364 2.02073 1.90943 1.69623 1.48401 1.53348 1.35365 1.29525 1.24255 1.15036 1.51254 0.865765 1.09523 0.840162 0.823103 1.98018 2.46389 1.38792 1.24423 4.65933 2.68525 0.817833 1.0115
threshold=3.342730752564798 3.3697022760782955 0.63299319727891168 0.22500000000000006 3.5782217993645888 3.6253934147262181 3.6355547771300549 3.6088652702674477 0.17500000000000002 3.5978104020218815 0.61811868686868698 0.58607219827586221 2.8625437813686543 0.15000000000000005 3.5401456763707917 2.9797363981426757 2.533010400260828 3.6462391892834716 0.23000000000000004 3.567678236601139 7.5000000000000009 5.5000000000000009 0.47500000000000003 0.22500000000000003 3.6967622390330521 38.500000000000007 2.5000000000000004 0.25000000000000006 0.61948410123296571 0.16000000000000003 4.6335050209865818 0.15606708256315469 0.6503424657534248 1.0000000180025095e-35 3.7294612642173752 1.0000000180025095e-35 3.4240587203982549 3.6314869276388984 3.637649039618045 3.5467622390330522 0.6608656174334141 3.5368030955064285 2.8153069638604364 3.5836479651132866 1.0000000180025095e-35 3.4792268092965979 10.500000000000002 3.5850566989258441 0.12500000000000003 0.25000000000000006 0.48750000000000004 0.27500000000000013 3.5565212271721318 0.43750000000000006 3.6875921499000683 3.6539288864799304 0.12000000000000002 0.66565040650406515 0.68120471014492767 3.7355547771300555 3.4334948141752979 0.31000000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 9 -9 10 11 -5 20 -14 -15 16 -12 -8 -17 -18 -13 22 -19 26 -25 -26 27 28 -23 -28 -27 -6 33 34 -4 60 -34 39 -39 41 -41 42 45 44 -42 -38 -47 -45 -44 -50 51 -49 -37 -40 55 -55 -57 -56 -59 -60 -35 -62
right_child=1 2 32 5 31 6 17 8 -10 -11 15 12 13 14 -16 18 19 21 -20 -21 -22 23 -24 24 25 30 29 -29 -30 -31 -32 -33 36 35 -36 52 37 38 53 40 43 -43 48 47 -46 46 -48 50 49 -51 -52 -53 -54 54 57 56 -58 58 59 -61 61 -63
leaf_value=0.004316877166668778 -0.0099032358913764187 0.015622308833287437 0.023406951482466288 -0.011210673310563262 0.0066737317347291755 0.022348814413145544 -0.015139929043308702 -0.030688671040104254 -0.00043223888525392934 0.016995497548995511 -0.014788743153187029 -0.014435075558499783 0.029042517364613916 0.016268794137165501 -0.0097611421235998391 -0.022256627670644891 0.019487938165847526 0.023603831054043622 0 -0.0040411359867838538 0.0067654082725864045 -5.8693085212111851e-05 -0.009495902161877786 -0.027749958918305156 -0.018819472488160981 0.017249520000866672 -0.014947415410482555 0.024157795907062778 0.011996288095539376 0.0071683490052250852 -0.00052987202108914185 -0.016349396857857933 -0.010004987912152321 -0.015800984419825415 -0.0046751015773868658 -0.0087098898880306804 0.0085903075435915053 -0.018606300657661199 0.0008044890385804235 0.024540053487667617 0.024970829558036034 -0.013134505549665908 -0.0016613009084883712 -0.016982539347625242 -0.0002382500158701633 0.0028200270852022633 -0.019891991515194891 0.01825111254249925 0.027679072248519641 0.0017327835221831985 -0.0071170269216215319 0 0.0040739902073864383 0.0057409718330475087 0.0090151810833434369 -0.031041022367795414 -0.0091418753258636007 -0.025201065320118128 0.021622365734913544 -0.0028720907303557918 -0.0034708995044616911 -0.016672996962102053
leaf_weight=9.7793104862794262 5.1036686198785892 9.5395019929856044 5.5242169187404198 5.0729089342057732 3.4589148266240946 5.5257128616794935 4.6204035533592096 4.4181377766653878 4.2941868361085653 4.0590281449258319 4.241068949922921 3.531448449939492 4.6641555465757829 3.7771720606833696 3.7678886372596025 7.6064786268398148 3.810674830339849 5.1971811186522237 3.0768785253167152 2.5535895805805922 3.2422416964545846 28.891612558159977 2.7978543702047318 2.5289640780538312 4.3088229438289991 3.4757758947089306 6.987095187418161 4.3305163369514039 15.718266448006032 4.7591492990031838 49.213373780716211 2.4118665093556046 6.9525886797346166 7.4334743781946591 4.018475673161447 5.4956222902983454 4.5851597804576185 2.7757618846371761 196.87234893278219 4.9488183786161235 4.7951915236189988 7.6840823329985133 3.4753041090443721 3.2292825104668763 3.0265505481511354 3.0665213339962047 5.2895410675555468 4.6804553656838861 5.1400425005704147 4.1506796162575483 5.1091178338974705 8.6036920780315977 21.926313339266926 4.8283783760853138 10.972223394550381 4.982112366706132 8.0802320865914208 6.1884749433957067 5.5149262477643815 12.521069931797681 57.492535635828972 5.9776494391262522
leaf_count=108 53 105 61 36 47 51 46 34 37 46 42 28 46 41 33 85 56 70 24 21 37 277 38 17 50 39 83 61 177 42 818 29 69 58 36 56 53 27 2349 61 52 78 29 38 30 33 49 48 56 40 46 94 230 55 104 59 53 60 59 113 692 51
internal_value=-1.06932e-05 -8.60681e-05 0 0.000937112 0.00857574 0.000299353 0.00177092 -0.00309514 -0.0167933 -0.000500546 -0.0022662 0.00294987 0.00712428 0.0134771 0.00257876 -0.00841209 0 0.000837463 -0.0161824 0.00929764 -0.00352404 0.00148267 0.0113394 0.000759554 -0.00216585 -0.00083274 0.00372529 0.0060785 0.00408956 -0.00551467 0.00059034 -0.00202343 -0.000464667 -0.00260079 0.0111124 -0.00401243 0.000221809 0.000468454 -0.000307411 0.00344193 0.00697222 -3.5525e-05 0.00371943 0.00367149 0.0147057 -0.00356742 -0.0109848 -0.000143281 0.0115101 0.0170004 0.00264134 0.0068893 0.00125024 -6.55069e-05 -0.00339536 -0.0114803 -0.018289 0.000586422 -0.0030282 0.00444364 -0.00612994 -0.00485698
internal_weight=662.105 652.325 647.222 211.881 15.4103 196.471 138.355 58.1159 8.71232 49.4035 45.3445 24.0558 18.9829 12.2092 7.54506 21.2887 10.6053 132.829 10.6834 6.36426 6.77369 128.209 7.99504 120.214 59.5269 56.998 60.6866 48.9404 44.6099 11.7462 52.6891 5.87078 435.341 107.868 9.54269 98.3256 327.473 320.52 252.736 67.7844 34.3931 33.3913 25.7072 29.4443 7.82174 12.9412 8.35606 21.6225 12.766 9.29072 18.3933 13.2841 27.4219 249.96 53.0874 17.8907 13.0623 35.1967 24.2245 18.036 70.9037 63.4702
internal_count=7516 7408 7355 2516 181 2335 1769 566 71 495 449 221 185 120 74 228 119 1718 109 77 65 1672 108 1564 924 907 640 515 454 125 857 76 4839 1184 97 1087 3655 3586 2879 707 369 338 260 308 82 135 82 226 125 96 188 142 286 2852 503 167 112 336 232 172 801 743
is_linear=0
shrinkage=0.03


Tree=252
num_leaves=63
num_cat=0
split_feature=28 1 4 34 42 11 53 11 11 3 3 34 42 21 26 1 11 11 3 3 29 42 1 26 3 11 1 26 4 0 30 0 4 1 42 1 1 48 4 3 11 58 36 0 21 26 43 27 26 27 11 42 41 43 42 42 3 1 3 11 4 1
split_gain=0.217346 1.28423 0.943947 2.11128 0.830598 0.990401 0.853182 0.781396 2.16636 1.8544 1.17116 1.32954 1.19828 1.19602 2.13971 1.4465 1.16459 1.50582 1.0627 1.1214 1.27146 2.04094 1.1126 1.87952 1.05325 0.923783 0.758944 1.27044 0.731048 0.624261 1.07669 0.935659 1.36231 0.844253 1.24465 1.81464 0.670979 0.600436 0.57667 0.501772 0.557798 0.502045 0.904223 2.3942 2.03447 1.46455 1.47568 2.21859 1.67886 1.44429 2.72145 1.92887 1.73245 1.37888 1.00505 1.36926 1.44851 1.31257 1.27252 1.16746 1.00361 1.46609
threshold=1.0000000180025095e-35 3.5005956336034312 0.82500000000000007 1.0000000180025095e-35 3.5538288087861587 0.73195602022507955 1.0000000180025095e-35 0.92279640132048468 0.93860674117103537 0.46250000000000008 0.51250000000000007 1.0000000180025095e-35 3.6248351047945473 0.34366307262800377 10.500000000000002 4.7829354014028169 0.73610271519268089 0.71002865726370568 0.1478384990254171 0.18634259259259262 1.5000000000000002 4.8981325150284176 4.8006355995216721 10.500000000000002 0.17445652173913045 0.92890860664678476 3.388574463632382 9.5000000000000018 0.32697368421052636 20.500000000000004 1.0000000180025095e-35 24.500000000000004 0.41656577885391449 3.9981547678983662 3.821439344671016 3.7789382144677948 3.9153115322251026 1.0000000180025095e-35 0.35599078341013829 0.61250000000000016 0.93090551165006608 1.0000000180025095e-35 1.0000000180025095e-35 32.500000000000007 0.38753526018209083 12.500000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 0.92591708652102567 3.7166825895759681 1.0000000180025095e-35 -0.074999999999999969 3.6345066141412254 3.6146403336683859 0.43750000000000006 3.637649039618045 0.072751322751322761 0.7341930616099307 0.39212852771166279 3.7885744636323824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 29 -4 5 37 7 10 9 25 11 13 -13 15 -15 16 17 -6 22 20 21 -20 23 38 -17 -9 -2 -28 -21 30 -1 32 -31 34 35 -32 -36 -3 -14 41 -41 42 44 53 54 46 60 48 -48 50 -46 -52 -51 -44 55 58 -57 -56 -33 -60 61 -45
right_child=1 4 3 -5 6 -7 -8 8 -10 -11 -12 12 18 14 -16 24 -18 -19 19 28 -22 -23 -24 -25 -26 -27 27 -29 -30 31 33 39 -34 -35 36 -37 -38 -39 -40 40 -42 -43 43 45 49 -47 47 -49 -50 52 51 -53 -54 -55 57 56 -58 -59 59 -61 -62 -63
leaf_value=-0.010998014185269234 0 -0.0042405815133161615 0.016364782861184684 -0.016845508085331896 -0.0061850840055348412 -0.0095747303338218036 -0.010840731409859423 0.020891502850044149 0.0098172779701132806 -0.017286546877212629 0.017278085038524623 -0.011256243919647869 -0.010670934622274673 0.028023816791188615 -0.0034752367418943602 0.027986493818043492 -0.013917263384733645 0.02509912459316084 0.032928732909814309 0.0079837859387142367 -0.0011583287332848789 0 -0.012023998013781845 0.021702637226882319 0 -0.0065906589099606443 0.0021459703288214801 0.028952170111828171 -0.0050229184017371222 -0.0007235677342691721 0.0012941205454919144 0.012528980568105818 -0.021859031461281115 0.023223461590795295 -0.013152280999518071 0.029258063018333325 0.0052010012392905668 0.008542664031687703 0.0041475121062836857 0 -0.015558894298730887 -0.0019054241370039145 0.0025609071816328254 -0.00066670066918829126 0.032265558678392404 -0.021179044967810083 -0.017624276155598344 0.0062315272078257008 0.0027376984405656107 -0.0096899853613309616 -0.0084461991290624237 0.012029789512833892 0.011952125570250174 0.026210030996968288 -0.020321473762685619 0 0.022942498902002291 -0.00083381481099065928 -0.0066830049775873169 0.0019946608517817503 -0.0085972508291746429 0.013828817997069953
leaf_weight=2.8752013747580376 3.3828832209110242 6.4217390120029467 1.8603784246370176 7.6927854930981994 2.9377827667631227 15.128171786665915 4.5348984710872164 1.8920637313276558 7.0382281206548205 9.6552715525031072 5.0688377469778052 7.3775062263011923 5.527600187808277 5.5099303103052071 2.4040897730737925 2.6706583071500054 4.7560908384621143 2.0604395014233887 4.2508128965273517 6.48877965286374 3.1489521116018295 3.1929819155484438 8.0138895539566857 3.08986354433 1.4591168044134972 1.717431992292404 3.7866464704275131 3.5073825865983963 8.9835341838188452 8.9449035953730327 6.8545167120173627 8.1954120025038701 4.2313797036185852 2.6529427818022659 3.9112347145564845 3.1747267064638436 2.4520660089328885 5.9421293586492538 3.1579749854281545 2.9534766087308517 3.7671561120077968 98.13785846135579 8.2364687500521523 22.083713201805953 4.7295761331915882 4.326555664651095 16.530334160197533 6.3084412594325832 3.9760289005935183 7.5132705047726613 5.1074702069163349 15.537679526954888 5.644868902862072 3.2797260554507366 3.0242454558610907 4.1789803653955442 5.5686342716217041 140.99727634689771 17.128685511648655 70.400171868503094 8.0939404780510795 8.2101402000989747
leaf_count=40 27 47 55 123 58 101 54 51 53 57 39 47 45 80 24 66 34 49 48 56 26 30 74 33 22 12 36 33 92 96 113 60 66 36 54 50 43 42 41 33 31 1527 105 167 42 128 178 61 48 48 32 118 42 37 16 28 43 1898 112 496 117 96
internal_value=-1.24471e-05 0.00101214 -0.000307037 -0.00956001 0.000151964 -0.00441907 0.00141271 0.00204626 -0.0030354 -0.0103451 0.0034134 0.00235354 -9.91701e-05 0.00856236 0.0178659 0.00265488 -0.00317929 0.0060266 0.0016067 0.00565588 0.0130901 0.0197752 -0.00342966 0.0020214 0.017331 0.00658072 0.0109306 0.0162652 8.1267e-05 -0.000117912 0.00479292 -0.000353098 -0.00818483 0.00757808 0.00443504 0.0111316 -0.00522279 0.00146373 -0.00463578 -0.000119343 -0.00813813 0 0.000506706 -0.00226214 0.00130766 -0.00442566 -0.00316087 -0.00854605 -0.0133982 0.00771091 0.0118691 0.0066439 0 0.0101406 0.000289294 0.00253131 0.0131978 -0.00131224 0.00135734 0.000216755 0.000470114 0.00313
internal_weight=661.686 143.106 518.58 9.55316 132.429 27.492 104.937 100.402 20.303 13.2648 80.0988 75.03 53.2319 21.7981 7.91402 13.8841 9.75431 4.99822 45.8544 26.0651 10.5927 7.44379 19.7893 11.7754 4.12978 3.6095 10.6769 7.29403 15.4723 509.027 21.9207 487.106 13.1763 19.0455 16.3925 10.0292 6.3633 12.3639 8.68558 473.93 6.72063 467.209 369.072 81.0453 288.026 69.5292 65.2026 26.8148 20.5064 38.5329 25.3747 20.6451 13.1581 11.5162 249.493 105.472 9.74761 144.022 95.7243 87.5289 38.3878 30.2939
internal_count=7516 1377 6139 178 1281 190 1091 1037 173 120 864 825 492 333 104 229 141 107 445 252 104 78 193 119 88 63 96 69 148 5961 336 5625 162 296 260 163 97 89 86 5463 64 5399 3872 937 2935 795 667 287 226 282 192 150 90 142 2653 739 71 1914 668 608 380 263
is_linear=0
shrinkage=0.03


Tree=253
num_leaves=63
num_cat=0
split_feature=0 49 42 5 1 4 50 1 34 1 4 50 50 1 31 0 42 57 47 42 50 34 1 3 3 1 4 1 0 32 31 50 4 42 4 30 4 50 4 4 42 3 32 32 42 32 3 4 50 42 49 4 3 21 50 49 31 4 4 31 42 1
split_gain=0.207414 0.527236 0.251706 0.357577 0.222311 0.60194 0.986892 0.246241 1.58084 0.790543 0.696744 0.499906 0.337478 0.304483 1.124 0.954083 0.983453 1.11382 0.877672 0.842191 0.542514 0.418505 0.405282 2.07047 3.52474 2.07534 3.24312 2.03789 1.92227 1.84612 1.42784 0.815011 0.659595 0.435933 0.696036 1.28639 0.98577 0.980111 1.00357 0.672103 0.669882 0.82057 0.479535 0.470372 0.38634 0.371063 0.695908 1.28291 0.882188 0.427274 1.25799 2.63917 1.3624 0.739628 0.62915 0.521951 0.252194 0.249651 0.230336 0.135436 0.111073 0.0693311
threshold=51.500000000000007 0.19000000000000003 4.9763905204053005 0.055792328889834257 5.1200721840520744 0.45049019607843144 2.9797363981426757 5.0538212618648695 1.0000000180025095e-35 5.0186495125046582 0.37377450980392163 2.7040907083446837 3.3361473422153938 4.8859497000344776 0.23000000000000004 49.500000000000007 5.0005279307147701 1.0000000180025095e-35 4.5000000000000009 4.9327061363990721 3.315707808323157 1.0000000180025095e-35 4.7502366905087499 0.1250550660792952 0.1568375422148294 4.8006355995216721 0.34891304347826091 4.8218426205347829 49.500000000000007 0.15000000000000005 0.16000000000000003 3.2806961417784364 0.34891304347826091 4.6335050209865809 0.34330357142857149 1.0000000180025095e-35 0.45049019607843144 2.8625437813686543 0.43169315919138745 0.29864864864864871 4.6186198135562337 0.1236388219978657 0.16500000000000004 0.16500000000000004 4.817302015487253 0.53500000000000014 0.51250000000000007 0.16904761904761909 2.9797363981426757 3.8753381686865334 1.0000000180025095e-35 0.42476927252985891 0.15752905020251315 0.46315941937027727 2.9242685963818378 1.0000000180025095e-35 0.2950000000000001 0.32697368421052636 0.32697368421052636 0.12000000000000002 5.0699631837661698 4.7037836835244127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 6 -6 9 12 13 -11 -10 -9 22 15 21 17 20 19 -16 -17 -15 33 25 32 26 -24 58 -29 30 -27 56 -25 40 39 -36 37 38 -37 43 45 -42 -41 -35 -34 49 47 48 -47 53 52 -52 -51 55 -55 -1 -32 -23 -26 -31 -13 -39
right_child=1 2 3 -5 5 -7 -8 8 11 10 -12 60 -14 14 18 16 -18 -19 -20 -21 -22 57 23 24 27 29 -28 28 -30 59 31 -33 44 34 35 36 -38 61 -40 42 41 -43 -44 -45 -46 46 -48 -49 -50 50 51 -53 -54 54 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.00068379085372705941 -0.022161657070771761 -0.012632885120008311 -0.003207842285104439 0.019604861669589049 0.022952064539971558 -0.0063050923335907071 -0.0012874650350461296 0 0 0 0.019124589869272696 -0.006924856847354899 0.023546839231317639 -0.0021679905147916879 0.020560636591943144 -0.0090325493611185942 -0.014485869568313476 0.020430670715084955 -0.0091318119924355106 0 0.0064299075202775315 -0.0053637907190264063 -0.0094570898149485723 0.031388513865725838 -0.018322614661818493 0.016325394687496074 0.026362910396332602 0.02305829567228743 -0.0091246016530904493 -0.022109200875941776 -0.0024349608986611411 0.0056721674974750834 0.020712687102444866 -0.014560662965563723 0.011550919876371813 0.0035950815759407816 0.0034613231179026747 -0.02398477327697909 -0.01891919541071806 0.021866590629116594 -0.0029416933814335874 0.018121862893705272 0 0.003149186310312288 0.0029819157548556536 -0.020674229940105333 0.021210742330686993 0.021852265569077454 0.0024186123130365009 -0.00079374396050498118 -0.0030523155936786539 0.019385145984262237 -0.010285227838281862 0.01758651170741558 0 -0.0017628892725065721 -0.017790559857508638 -0.017696206446084134 -0.0039898938371921962 -0.0094831218504299094 -0.018547520122489655 -0.0098075057041116468
leaf_weight=295.52024919167161 1.145939978770911 0.48167550866492082 0.49697739467956104 0.92499959794804454 2.7176401969045392 2.0293034166097641 2.2110203979536891 1.426341249607501 3.1976879481226215 3.494789366144686 3.4584617055952549 4.4419066049158555 1.5063058743253348 5.7169992486014971 3.8383309124037606 3.7679563034325856 2.8425267664715639 2.7878899127244949 2.0874995463527739 3.634324646089226 3.8277669548988342 4.3002324681729078 3.8191141281276959 4.5798984766006487 3.4712824709713441 3.3281549671664861 4.6486650295555592 4.0977368168532848 2.2634726464748383 5.2016151556745154 2.7958876555785519 2.8411855241283774 3.0645558992400765 2.0822661472484487 2.5676352856680777 4.6024271948263067 3.377404371276497 5.284934451803565 2.4163399999961257 1.955437298864126 2.0256600473076096 3.8285769235808402 2.3461653394624591 2.235683785751462 3.2211180943995714 2.1099467836320382 1.9020569417625663 1.7761802338063715 3.0761172492057085 38.85995716881007 13.840346440207215 6.696097938809543 22.174029473215342 3.8424078389070919 3.7564235464669764 106.51569642359391 3.5585923790931702 6.9322029761970043 3.4491770509630442 4.1316643916070461 3.66174634732306 2.6517757065594196
leaf_count=2955 83 61 15 92 41 29 35 32 33 43 41 46 33 57 55 44 27 33 24 58 42 37 32 52 35 40 55 55 30 57 36 39 29 31 27 64 33 62 24 35 30 58 32 29 37 59 36 25 53 562 199 92 303 53 40 1028 33 59 36 34 35 31
internal_value=-1.03242e-05 -0.00757637 0 0.00852026 1.79262e-05 0.00528164 0.011282 -3.07361e-05 -0.00391096 4.78016e-05 0.00996981 -0.00933008 0.0143194 -5.53722e-05 -0.00259668 -0.00553573 7.65936e-05 0.00482841 0.00598868 0.0111225 -0.000505738 -0.0102149 0.000106461 0.00257252 0.00914461 -0.0024898 0.00966981 -0.00083128 0.0107633 -0.00751762 0 -0.00605728 0.0216756 -0.000134083 -0.00366884 -0.00670156 -0.00967875 -0.0130486 -0.00363413 0.00298974 6.16793e-05 0.00998608 0.0115357 -0.00432959 0.0129237 -4.64565e-05 0.00595054 0.000467912 -0.00628153 -0.000169266 -0.00215603 0.00409069 -0.00436237 0.000212576 0.00936528 2.00948e-05 -0.0122302 -0.0136761 -0.0123345 -0.0174655 -0.0132195 -0.0203428
internal_weight=660.846 3.04959 1.90365 1.42198 657.797 6.95796 4.92866 650.839 14.234 636.605 6.95325 11.3013 2.93265 629.652 39.7357 30.1756 13.2261 10.3836 9.56016 7.47266 7.59572 16.9494 589.916 54.4721 24.1472 30.3249 8.46778 13.2817 6.36121 21.8571 12.5238 9.19567 10.8656 535.444 29.5201 20.9005 18.3329 14.9555 7.01877 8.61955 505.924 5.85424 4.3016 4.31795 6.28567 500.07 8.8643 6.96224 5.18606 491.205 81.5704 20.5364 61.034 409.635 7.59883 402.036 6.35448 11.2324 6.92046 9.33328 8.10365 7.93671
internal_count=7516 251 168 107 7265 105 76 7160 179 6981 84 114 65 6897 436 299 146 119 137 113 86 153 6461 600 274 326 87 156 85 239 148 108 118 5861 368 241 214 181 88 127 5493 88 67 60 66 5405 173 137 112 5232 1156 291 865 4076 93 3983 69 96 71 91 81 93
is_linear=0
shrinkage=0.03


Tree=254
num_leaves=63
num_cat=0
split_feature=28 1 42 24 11 11 11 42 31 21 12 11 47 11 1 26 31 47 11 42 11 11 31 48 42 11 26 21 1 1 11 49 12 24 11 11 1 31 42 9 1 31 58 9 25 1 1 26 26 21 1 1 1 21 9 9 49 42 27 31 21 21
split_gain=0.204337 1.21785 0.791137 0.982368 1.12952 0.936144 0.92842 1.72444 1.09576 1.29128 1.09925 1.54135 1.03004 1.04971 0.723496 1.20867 0.707327 0.70453 0.928179 0.821071 0.668768 0.857881 0.660068 0.565394 0.548063 0.435593 1.45308 0.42013 0.406676 1.14138 1.71522 0.962947 2.29133 1.08612 1.42681 1.07234 0.949499 1.08151 1.36129 2.51467 1.07362 0.693254 1.81096 0.6441 0.519086 0.457524 0.671891 1.32939 2.79682 1.10603 0.97199 1.43466 3.48138 1.49504 2.29282 1.3681 1.7488 1.03338 1.27227 0.886975 0.837519 0.681074
threshold=1.0000000180025095e-35 3.5005956336034312 3.5538288087861587 1.0000000180025095e-35 0.66579922540187964 0.73195602022507955 0.92591708652102567 3.7217279394998188 0.31000000000000011 0.37213280114015224 0.52500000000000013 0.91132844131728363 3.5000000000000004 0.77649011669724821 3.388574463632382 9.5000000000000018 0.28500000000000009 3.5000000000000004 0.75413596120821635 4.6022328364453351 0.76056169225004921 0.68549313361399677 0.2950000000000001 1.0000000180025095e-35 4.6022328364453351 0.90417064739399211 7.5000000000000009 0.32799908871127548 3.505475127672971 3.4792268092965979 0.86640860664678465 1.0000000180025095e-35 0.17500000000000002 1.0000000180025095e-35 0.83975446598121961 0.83619767887988861 3.5368030955064285 0.23000000000000004 3.5223737282238914 0.17500000000000002 3.5318098220009349 0.23000000000000004 1.0000000180025095e-35 0.17500000000000002 1.0000000180025095e-35 3.5467622390330522 3.578938214467795 11.500000000000002 10.500000000000002 0.32632779827909386 3.6146226266212111 3.6355547771300549 3.637649039618045 0.3625352601820907 0.17500000000000002 0.27500000000000008 0.12000000000000002 3.6088652702674477 1.0000000180025095e-35 0.12000000000000002 0.34241475425163059 0.34713280114015233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 14 5 4 -4 23 8 -8 10 27 11 12 -5 20 -2 -16 -15 -6 -19 25 21 -14 -9 -3 -12 -20 -27 -10 29 30 31 33 -33 35 -35 -1 37 38 39 -30 -40 42 44 -37 -31 -38 47 48 49 -47 55 53 -53 -52 59 56 57 58 60 -55 -48 -62
right_child=1 2 3 6 17 -7 7 22 9 -11 24 -13 13 16 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 36 41 -32 32 -34 34 -36 43 45 -39 40 -41 -42 -43 -44 -45 -46 46 50 -49 -50 -51 51 52 -54 54 -56 -57 -58 -59 -60 -61 61 -63
leaf_value=0.0077574615592357109 0 -0.0041281840768491928 -0.010948754130270058 0.010621606031388325 -0.0032873720213226552 -0.00932652345160008 -0.022737896819044593 0.0087046457571182245 0.010164545268951069 -0.0065996967487596779 -0.020089652593942367 0.018357539078853149 0.0046680871427190289 -0.017690938814182912 0.0020792946489768538 0.028325619628659482 0 0.01819538012912152 0.016078476265605268 -0.0062149104060003008 0.011224661175688298 -0.0073234280983348705 -0.0083509072227725828 0.0082700790566280127 -0.0020534458769820877 -0.0088669608465025158 0.013385710991874255 0.033514114384784598 0.034203282390600775 0.010157252581212913 0.018476397721305226 -0.030444736257908504 0 -0.0061864077438700113 0.016103442322404557 -0.020935067401892691 -0.0073400166999282434 0.022785699544571103 -0.0139925630273759 0 0.0063708506509667891 -0.022104091888388203 -0.022734929212784659 -0.0038004631133025518 -0.0045328996576968067 -0.00897061418510171 -0.026727203984345648 -0.0087120530065709651 0.034821527709277746 0.0080293068315093283 0 -0.030116319089917774 -0.00017522429545647737 0.014940681341938549 0.034384717421633543 0.0064909962882195088 0.0062305625599292612 -0.029993727069565317 0.00464935483179558 -0.0057300762381686668 0.0019853747260246014 -0.013593968189407458
leaf_weight=4.5710166860371855 3.3839184828102571 6.4200902166776377 2.9030427811667314 5.9994941009208551 3.8651121088769314 15.129015170037745 4.3588395789265615 4.0325155410682783 3.5035575949586919 1.8911420949734745 3.2926080254837862 4.0876042768359175 9.4183762744069153 5.5932346703484637 3.7829548045992851 3.4812539778649807 3.856458704918623 7.7563002547249225 4.8829221334308412 3.8197208899073294 4.1954267546534529 11.263462458737193 3.7198347866069525 5.9471219778060913 4.3090915498323739 4.0634225830435735 6.1249059289693832 1.6624610791914163 2.725672541651881 3.8790024239569885 3.8189837872050694 3.1326262974180263 7.3991670161485672 3.3961570346727985 7.085550700314343 2.9105518753640345 7.9648200822994104 2.9773940648883572 5.0063622123561782 5.2534431167878211 3.593091475777328 3.3444722220301619 3.5219059698283672 9.5429785172454995 3.8476462592370808 4.405895587056885 3.5452012997120752 4.6897354032844296 2.8789232685230663 11.709916496649383 12.130773711018266 3.3365522213280192 353.74303561984561 3.298549550585447 3.6197992558591068 6.0477039446122935 4.8862728253006926 2.8760424777865401 3.7958439653739324 3.3381581455469131 3.0780534860677999 6.286980711389333
leaf_count=58 27 47 56 61 48 101 23 37 76 29 23 33 100 41 36 33 31 118 38 52 36 114 33 42 51 27 46 18 36 31 55 36 78 36 64 40 84 29 49 56 47 23 57 119 38 38 38 51 37 120 133 39 4349 40 46 66 53 22 41 21 37 72
internal_value=-9.85074e-06 0.000984707 0.000144798 0.00137991 0.0056234 -0.00431316 -0.000538198 -0.00808614 0.000930126 0.0118866 -0.000481302 0.00121695 -0.000454442 -0.00261435 0.0106564 0.0158832 -0.0110418 0.00745652 0.00925126 0.00511253 0.000410123 -0.00158283 0 0.00139317 -0.0109495 0.0084201 0.00393324 0.0197658 -0.000295971 -0.00269474 -1.84558e-05 -0.00211916 -0.00978133 0.00064746 0.00833904 -0.00378161 0 0.00643327 0.00290229 0.0119061 -0.00485088 -0.00986145 -0.00537477 -0.00854682 0.00215525 -0.000289032 -0.000142379 0.00472792 0.00841499 0.00296097 -0.000440529 -9.17487e-06 -0.00048849 0.00730694 0.0156208 -0.00557408 -0.00882781 -0.0129136 -0.00929821 0.00380253 -0.0138651 -0.0079117
internal_weight=660.382 142.744 132.096 104.6 33.4154 27.4962 71.1841 12.1112 59.0729 7.05716 52.0158 44.4141 40.3265 34.327 10.6481 7.26421 9.44969 30.5124 26.6473 18.891 24.8773 20.6818 7.75235 12.3672 7.6017 15.0713 10.1883 5.16602 517.638 56.4501 41.857 38.038 10.5318 27.5063 10.4817 17.0245 461.188 19.556 16.5786 7.97912 8.59945 14.593 11.2486 12.4535 7.72665 441.632 433.667 23.6845 18.9947 16.1158 409.983 379.467 357.08 22.3873 10.2565 30.5161 24.4684 19.5821 16.7061 6.63671 12.9102 9.36503
internal_count=7516 1377 1281 1091 385 190 706 93 613 123 490 416 383 322 96 69 72 329 281 163 250 214 70 89 74 111 73 94 6139 635 486 431 114 317 100 217 5504 217 188 92 96 149 126 159 69 5287 5203 246 195 158 4957 4628 4388 240 107 329 263 210 188 61 147 109
is_linear=0
shrinkage=0.03


Tree=255
num_leaves=63
num_cat=0
split_feature=1 1 14 12 1 1 1 21 3 1 21 3 26 12 9 1 29 31 14 26 4 26 21 1 14 14 12 31 1 1 14 47 3 21 1 3 21 3 9 31 31 31 9 26 1 1 1 1 14 1 14 56 14 3 1 21 26 3 1 1 21 21
split_gain=0.204182 0.524384 0.296885 1.01826 1.19357 1.01233 2.47947 1.92508 1.53358 1.28418 1.07572 0.953504 0.877713 2.32709 1.08346 1.9642 1.37412 1.57763 1.38667 1.71521 1.27526 1.44424 1.14821 0.854734 0.757564 1.55186 0.66032 2.15562 1.26733 2.17782 3.60821 1.89294 1.51184 2.53067 1.45621 1.4412 3.13221 1.43057 1.53378 1.87674 1.23611 1.1264 0.995752 2.01219 0.934447 0.885873 0.791256 1.61205 0.911965 1.28301 1.72096 1.48194 1.02774 2.17518 1.20438 0.884743 0.847027 0.675096 0.664738 0.747132 0.649575 0.870028
threshold=3.342730752564798 3.3697022760782955 0.63299319727891168 0.22500000000000006 3.578938214467795 3.6253934147262181 3.6355547771300549 0.32632779827909386 0.38750000000000007 3.6462391892834716 0.31741475425163068 0.15606708256315469 5.5000000000000009 0.47500000000000003 0.22500000000000003 3.6967622390330521 2.5000000000000004 0.16000000000000003 0.61948410123296571 8.5000000000000018 0.23606811145510839 8.5000000000000018 0.39366307262800382 3.7556752830605151 0.58607219827586221 0.60180165816326536 0.12500000000000003 0.23000000000000004 3.6314869276388984 3.6065212271721316 0.67664992826398873 4.5000000000000009 0.43750000000000006 0.34854256669754402 3.637649039618045 0.38750000000000007 0.32799908871127548 0.34687500000000004 0.17500000000000002 0.23000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.17500000000000002 9.5000000000000018 3.4743473152270581 3.6467622390330523 3.6656344265871392 3.6712391892834719 0.6503424657534248 3.7294612642173752 0.63859338061465731 1.0000000180025095e-35 0.65579093038109437 0.074537037037037054 3.7789382144677948 0.37757611665546731 10.500000000000002 0.56250000000000011 3.4621259898684649 3.5401456763707917 0.33858342317092005 0.35434748478142086
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 10 -9 -8 24 -6 13 -11 16 -16 18 22 23 -20 -17 -22 -18 -14 -5 -26 27 58 29 31 -31 32 35 42 -30 37 44 40 -39 -40 -28 -38 57 -44 -37 -36 55 -48 49 50 -49 -51 53 -50 -54 -47 -57 -34 -4 -60 -10 -62
right_child=1 2 26 5 11 6 9 8 60 12 -12 -13 14 -15 15 20 17 -19 19 -21 21 -23 -24 -25 25 -27 28 -29 34 30 -32 -33 33 -35 45 36 41 38 39 -41 -42 -43 43 -45 -46 46 47 48 52 51 -52 -53 54 -55 -56 56 -58 -59 59 -61 61 -63
leaf_value=0.0042385298873928497 -0.0095028882747139679 0.014919256093415378 -0.023557853097506513 -0.013074653233519832 0.007357346426648626 0.021134709333950837 -0.014316976130339427 0.0064071488669870252 -0.020302613386273774 0.022974764774232891 0.015236698918787848 -0.015974267016102595 -0.0023342139130768471 -0.0091764384759029771 -0.027032171648461171 0.024319950198401205 0 0.0070374535271939776 0.024921431580926922 0.0045400171468875988 -0.010806697142767229 0.00078581732964053705 -0.023991783222976959 0.0073761950592229619 0.019853339901447775 -0.0015255123745480258 0.007304671514369766 0.0100461353155288 -0.017333524809932183 0.029749065941727694 -0.00025086017122029076 0.014492973989115627 0.015274181879377985 -0.018859127842507577 0.011087524579306835 -0.0053980183601471205 -0.0064907885937757898 -0.0097820312710363601 0.024420881660432284 -0.0029353254385975002 -0.016481635183513508 0.017238709790392621 0.0150396986542181 -0.015695357061086424 -0.027532893456831325 0.0002104944586128035 0.020385300741689847 0.021472776599921459 -0.015168042970191782 -0.0076793789911314362 -0.0020402981866441891 0.0070509466707373456 -0.0051709565538731496 0.010349807274706585 0.00043781107128143711 -0.024322170863367208 -0.0016521651324954737 0 0 -0.015053450532748699 -0.0022529606607139922 -0.016275146478336815
leaf_weight=9.7737080212682468 5.077669793739914 9.4149932852014881 3.6093924571760025 3.3033453635871473 3.5601894995197645 5.5028568487614384 4.5807456085458389 4.7026664847508099 6.2456076717935529 5.1704822927713385 4.7196358591318122 2.4055649219080806 17.328109593130652 2.7882648131344467 2.5226676482707253 1.5393393510021258 2.7207648260518891 4.7365130661055446 6.4676123308017877 10.800242458004503 12.004555382532997 43.161667685722932 4.2202967125922441 14.237036624923347 3.4547758139669922 16.579578340984881 2.3927684561349469 5.1016337834298602 4.6982341492548576 6.5251133549027127 6.9427768629975617 7.9729067948646835 13.019834150094544 3.2908896040171376 5.2890786789357653 3.366194645874204 3.2511312561109653 2.8878786619752619 5.5012515732087195 3.081608509644866 5.7305181734263897 3.1703823823481798 3.4554027765989295 3.79667674517259 7.1511133438907564 4.9415183956734818 3.0129059529863289 3.6044818433001629 3.2373581659048822 50.537775381002575 9.2284197239205223 6.4135229876264921 42.55162742221728 18.469258616212755 170.8729697377421 3.9216138003394008 3.3313152259215713 2.9787329835817209 5.5914177442900819 5.2363289259374142 11.888311042916031 6.9971624212339512
leaf_count=108 53 104 41 23 48 51 46 48 50 70 51 29 169 38 17 23 32 42 71 127 255 629 51 148 36 185 41 45 48 80 84 90 136 29 59 40 39 29 67 23 62 27 30 35 68 51 29 40 28 571 84 77 483 221 1968 32 38 29 60 55 114 59
internal_value=-1.02213e-05 -8.45858e-05 0 0.000914867 0.008311 0.000294972 0.00172111 -0.0029902 -0.00831797 0.000837515 0.00248134 -0.00129051 0.00144958 0.0110267 0.000745667 -0.00207167 0.00359987 -0.00531538 0.00586715 0.0127152 -0.000764704 -0.00165835 -0.0145461 0.00187552 0 0.00202438 -0.000456157 -0.00582756 -0.000185884 0.00306991 0.0140676 0.000867313 -0.000800577 0.00451378 -0.00103895 -0.00482841 -0.0111996 0.000433765 0.00748807 0.0140725 -0.00874718 0.00448545 0.00821046 -0.000235251 -0.0212411 -0.000774767 -0.000996287 -0.000675481 -0.000916476 -0.00392299 0.00433181 -0.00589668 0 0.00616641 -0.000656147 -0.00847143 -0.0150385 0.0123649 -0.0119074 -0.00712282 -0.0113391 -0.00787873
internal_weight=660.068 650.295 645.217 211.053 15.3807 195.672 137.781 57.8911 29.8337 132.278 28.0573 5.96575 127.698 7.95875 119.739 59.2282 60.5106 11.6776 48.833 17.2679 56.7056 55.1662 6.94106 31.5651 23.3377 20.0344 434.164 19.5388 414.625 84.5152 13.4679 71.0473 63.0744 26.5415 330.11 36.5328 16.9388 19.594 11.4707 8.58286 8.12329 6.42151 23.2506 7.25208 10.5173 325.412 320.123 307.928 304.915 69.7842 12.8329 56.9513 235.131 21.7066 213.425 12.1944 7.25293 15.9986 14.4371 10.8277 25.1311 18.8855
internal_count=7516 7408 7355 2516 181 2335 1769 566 271 1718 295 77 1672 108 1564 924 640 125 515 198 907 884 83 317 244 221 4839 201 4638 909 164 745 655 259 3729 396 174 222 119 90 103 66 230 65 108 3681 3622 3501 3472 772 124 648 2700 249 2451 121 70 165 156 115 223 173
is_linear=0
shrinkage=0.03


Tree=256
num_leaves=63
num_cat=0
split_feature=27 17 47 21 12 50 42 45 21 42 26 39 21 12 32 4 4 26 31 9 31 4 4 50 50 31 21 50 9 50 21 34 32 5 42 31 50 42 42 42 47 42 26 21 34 31 11 26 26 11 11 42 11 11 4 21 11 5 11 11 4 11
split_gain=0.196978 0.979888 1.10007 1.07022 1.72628 0.926988 1.02318 0.912053 0.759805 1.48783 1.04168 1.09452 1.3934 1.26724 1.43826 1.36666 1.61876 1.10106 1.0844 1.82339 1.03513 0.977182 0.894592 0.822349 0.650095 1.04606 1.48637 0.842226 0.81114 0.469033 1.94929 1.75255 1.32928 1.19573 1.21299 1.47631 1.02304 1.82256 1.16214 1.56582 1.04933 0.980408 0.889571 0.874289 1.12532 2.87546 2.10024 2.02045 1.78178 1.72987 1.50548 1.40056 2.71493 1.95325 1.108 1.8561 1.21558 0.933404 0.860551 0.787651 0.723861 1.40309
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.30797866047458744 0.4250000000000001 3.1963557881865921 3.4656344265871386 1.5000000000000002 0.37685084802867397 3.6638973579944181 12.500000000000002 1.0000000180025095e-35 0.36285815454412707 0.4250000000000001 1.0000000180025095e-35 0.32071428571428579 0.37377450980392163 8.5000000000000018 0.2950000000000001 0.17500000000000002 0.31000000000000011 0.31698564593301443 0.29099462365591405 2.8153069638604364 2.7815080780430619 0.28500000000000009 0.42934748478142082 3.315707808323157 0.17500000000000002 3.3973861251426389 0.46047529722733416 1.0000000180025095e-35 0.17500000000000002 0.26975051975051983 3.5368030955064285 0.16000000000000003 3.315707808323157 5.0005279307147701 5.0009086044551614 5.0406221800092199 4.5000000000000009 3.5565212271721318 10.500000000000002 0.4826557661125509 1.0000000180025095e-35 0.12000000000000002 0.84242556901957388 9.5000000000000018 9.5000000000000018 0.75449491438277516 0.70775301753491615 3.583909489988077 0.91391882076512887 0.70135359315803292 0.21807065217391305 0.39979088507391725 0.89358682880676443 0.024404761904761908 0.87191225990451116 0.84486531605434378 0.31311274509803927 0.68273594447144703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 3 -3 5 -5 6 -2 -7 10 -10 11 12 13 14 20 -15 -17 -16 19 -13 -4 -12 -19 -23 28 26 27 -26 -11 36 31 33 -33 34 35 59 38 43 60 -40 42 -36 -41 44 48 46 57 -47 51 50 -49 58 53 -53 55 56 -50 -46 -38 -31 61 -1
right_child=1 2 8 4 -6 7 -8 -9 9 24 21 18 -14 15 17 16 -18 22 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 30 -32 32 -34 -35 41 -37 37 -39 39 40 -42 -43 -44 -45 45 47 -48 49 54 -51 -52 52 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.0098800515123193197 0.00044066022757421604 -0.0068882747734778762 0.018190656172087098 0.017529450413268751 -0.0054135433123455165 -0.0085188238125948005 -0.021173712121703939 0.011054280185947845 -0.019173052249889185 0.00204089727143303 0.021915959944505826 0.020119189131645464 0.02242871696675456 -0.01427742199805928 -0.011341708936446775 0.031262067595426449 -0.0057457837671638654 0.011608647414509007 -0.016928779295357032 -0.0087651004451702735 0 -0.0048625362004155572 -0.0003073965946062788 0.013941929129332233 -0.015641860905960397 0.016702040593853294 0.015096375372905039 0.0023635433820833967 -0.014922398737162964 0.01272640886292436 0.018171478891455067 -0.00527040812077797 -0.023265158956671628 -0.016688628887770351 -0.020435876885375567 0.023174793394705608 0.0046125174529421222 -0.013840053408022345 0.022818797548859581 0.0055300278299886185 0.019703959614375904 -0.00072439610130876052 -0.01317247396954444 -0.01015743887811024 -0.020180837320778328 -0.00075043805460336412 0.010991855633096527 0.021901056388137979 -0.0065843407760252043 0.033059963362618829 -0.00093743693010768503 -0.0032947732265028152 -0.0013918444686605266 0.027629869129064809 0.0031575911187830719 0.0061550364233243287 -0.031988964473346655 0 -0.009956912359724391 -0.0057434939334541002 -0.0031552182491598182 -0.0006788319760741646
leaf_weight=11.768354095518587 2.014252528548246 10.369527394417672 10.553547481074927 4.386617216980083 7.6096478924155235 5.7658483609557134 6.6437409995123744 3.0468283519148827 3.352281795814636 5.4008857896551508 5.6710259243845922 2.8540298640727979 3.7067653285339466 6.4294036319479329 4.5613170936703709 1.4192097447812559 2.4454516231780872 8.9474844699725526 4.1861293106339863 5.1784485038369894 3.5218039304018012 3.6255972099024802 12.477147949859498 3.7951036747545004 4.4695553006604332 4.7611971078440538 3.8890609024092546 3.6217176709324121 3.855011299951002 3.0794490473344904 3.6435730098746708 12.952159459702672 5.944301680661737 3.762914039194583 2.288361237384378 3.9835011521354309 8.850452356040476 5.2307154340669504 4.0952912652865043 3.9450338911265117 1.9548262862954278 37.770912557374686 4.3234106136951596 3.3966106730513266 4.2703532520681637 4.3444649614393738 7.3527337070554486 5.086787053383885 4.574747599661352 6.6238461621105662 4.1458465736359358 1.8707038233988011 7.7043727468699208 8.3011030857451242 6.5953773767687371 3.2132743471302083 3.7022987152449787 4.9197444636374712 5.7618066202849141 5.2567067970521748 102.80695085367188 207.6446465596091
leaf_count=134 19 95 146 56 57 43 78 49 20 51 59 30 34 51 59 18 56 100 45 65 52 41 118 37 34 46 34 32 43 31 49 116 59 23 23 39 73 68 52 104 37 465 67 39 45 34 87 57 57 62 45 47 65 108 89 51 49 54 44 60 1423 2192
internal_value=-1.01664e-05 0.000941088 0.00218569 -0.00386758 0.00263384 -0.00865062 -0.0155714 -0.0009909 0.00311727 -0.00083261 0.00465165 0.00298398 0.00487129 0.00337656 0.00586007 -0.00564425 0.00723791 0.00138592 -0.00482742 0.00100844 0.0135648 0.0124714 0.00445293 0.00408064 0.00143162 0.00511078 0 -0.00699624 -0.00455585 -0.00029862 -0.00242855 -0.0035542 -0.0114296 -0.0007658 0.000323114 0.00857426 7.59553e-05 0.0028177 -0.000689091 0.0075634 0.000556088 -0.00209536 -0.00362078 0.00387253 0.00450881 0.0085254 -0.000414352 0.0160727 0.00145037 0.0210076 0.0112071 0.00573427 0.0113442 0.0214101 -0.00589549 -0.0115703 -0.0191422 -0.0102188 -0.000784203 0.000514874 -0.00107888 -7.66969e-05
internal_weight=659.724 148.559 119.092 29.4669 11.9963 17.4707 8.65799 8.81268 108.722 29.3497 79.3725 66.2807 54.0621 50.3554 40.0613 10.2941 3.86466 25.9859 12.2186 8.03248 14.0754 13.0917 21.4246 7.4207 25.9974 16.7415 11.9803 8.09127 9.2559 511.166 78.6819 75.0383 18.8965 56.1418 52.3789 12.3197 432.484 95.9452 336.539 14.3186 10.2233 40.0593 8.26844 90.7145 87.3179 36.7438 16.5428 20.2009 50.5741 15.8565 9.23263 32.4884 17.8762 10.1718 18.0857 11.4903 8.27705 9.1901 14.6123 8.33616 322.22 219.413
internal_count=7516 1568 1266 302 113 189 97 92 1171 260 911 774 634 600 475 125 74 277 140 95 198 137 218 78 240 146 100 66 94 5948 865 816 175 641 618 130 5083 1074 4009 260 208 488 171 1006 967 384 186 198 583 164 102 337 220 155 246 157 106 99 117 91 3749 2326
is_linear=0
shrinkage=0.03


Tree=257
num_leaves=63
num_cat=0
split_feature=14 9 45 0 58 40 32 14 1 26 50 43 1 1 32 26 26 1 26 25 14 1 1 50 50 14 9 14 1 4 11 25 13 0 32 1 11 43 4 4 4 26 32 11 0 4 50 4 32 13 4 32 14 11 14 14 5 43 14 1 45 4
split_gain=0.206098 0.608008 0.561041 0.331148 0.273257 1.27548 0.930984 1.13309 1.22312 1.09869 0.860895 0.812873 0.712008 0.880337 0.680458 0.566607 1.17852 0.450309 0.44854 2.06197 2.03475 0.99121 1.50167 0.693256 1.09142 0.652804 1.49418 0.61456 0.442065 0.421661 1.93487 1.36912 6.90798 5.45352 1.73738 1.42169 1.12221 1.06194 0.970735 1.32804 1.26543 1.06837 0.972181 0.852398 1.28039 0.851513 1.52435 1.29525 1.15012 2.55902 1.54572 1.49325 1.66794 1.14958 1.06042 1.05599 1.05154 1.52895 0.977944 0.832392 0.705914 0.624092
threshold=0.55694444444444458 0.27500000000000008 0.92222222222222239 1263.5000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.16500000000000004 0.66115363586659381 3.5753934147262183 10.500000000000002 2.4194005465518993 -0.37499999999999994 3.5498703649766381 3.6437425525307248 0.25000000000000006 4.5000000000000009 6.5000000000000009 3.7222509892493991 10.500000000000002 1.0000000180025095e-35 0.65604707792207806 3.5666825895759682 3.769702276078295 3.6374120912428598 3.5178448824637267 0.63299319727891168 0.17500000000000002 0.69416099773242645 3.578938214467795 0.22540322580645164 0.68816001945609639 1.0000000180025095e-35 0.90000000000000013 49.500000000000007 0.18500000000000003 4.8218426205347829 0.80884265122221277 0.52500000000000013 0.28269230769230774 0.34428879310344834 0.44636015325670503 9.5000000000000018 0.16500000000000004 0.7080358209915899 36.500000000000007 0.28062500000000007 3.1963557881865921 0.25245098039215691 1.0000000180025095e-35 1.0000000180025095e-35 0.36055555555555557 0.17500000000000002 0.7262212457999484 0.80039597484269975 0.6503424657534248 0.70194102276969028 0.3133928571428572 -0.27499999999999997 0.68011627906976757 4.3391259730569631 1.5000000000000002 0.49509803921568635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 29 10 7 -7 -9 12 14 -12 -8 -14 -6 28 -17 -15 23 20 -20 -21 -23 24 25 26 -18 -27 -13 30 59 34 33 35 36 38 37 45 -33 -40 41 -41 -42 60 -45 46 54 -48 53 50 -50 58 -53 56 -31 -56 57 -47 -51 -2 -32 -36
right_child=4 2 3 -5 5 6 9 8 -10 -11 11 15 13 17 -16 16 18 -19 19 21 -22 22 -24 -25 -26 27 -28 -29 -30 31 43 32 -34 -35 61 -37 -38 -39 39 40 42 -43 -44 44 -46 48 47 -49 49 51 -52 52 -54 -55 55 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.023307302628672262 0.0041257371277456925 -0.01983884747308735 0.021507978751455707 0 -0.021742638279172222 -0.02613980115771675 0.013294489933720975 0.014065905934850529 -0.018722794841335579 -0.023952905809844469 0.014405567028123385 0 -0.016131362655641586 0.013745657575222428 0 0.011522034325707234 0.0020259826382647722 -0.0031815007295076143 0.025580634010795633 0.0047981480506336235 0.0013922518840803427 -0.025529315549466507 0.0078649109491322703 -0.012064825689651754 0.016433725984912315 0.00440899662522068 -0.015866668582442067 -0.0051293285279382927 -0.017479603995058272 -0.012857112715510455 0 0.0087644210944596481 0.031528469524489226 0.028279951002246256 -0.01707386085373731 -0.01791100863458548 0.017269746810300256 0.013932745652116508 -0.014323551816710177 0.015138040025035467 -0.020278473177843953 -0.002617023669394414 0.0018029298212049938 0.01645753667906703 0.00058323835509914662 0.013302595374117878 -0.0049095263386953044 -0.027657709328264533 -0.0017559188416058559 -0.01157526266898248 0.020224393633555722 0.0022236048125962521 -0.012461076735280558 -0.014102631313098213 0.012580388421051292 -0.0061139723160997103 -0.0070122818439699039 0.0016810814848169143 -0.0027041870951060314 0.025902609855093357 -0.020026215714126692 -0.0010732186448071425
leaf_weight=1.144634157419204 4.107412393204867 0.78830926364753429 0.69493633869569726 0.85491764673497528 2.6214580470696083 4.4173267986625451 2.9557594927027804 1.7171038631349804 1.8860867349430916 1.6222806912846852 3.5788069292902938 2.2842370532453051 2.9363129129633307 2.1598388319835067 2.4021679204888642 8.0868537724018079 7.5005582636222226 2.449814603663981 4.7165787667036083 2.3934098398312917 10.329026281833647 4.0177232325077057 1.2555490005761383 5.3938408605754367 2.8641054090112439 16.197447403334085 7.9834284950047731 9.1943424865603429 2.6124911196529865 4.0704420041292932 2.8503212966024867 5.7925768913701203 6.834438467398285 4.9554413785226634 8.3184192441403848 5.9578522257506838 2.794246314559131 3.8714087347034356 8.1207620436325687 5.8079599216580409 3.5771345072425893 5.1404449911788106 2.5078219771385193 4.5114561223890624 230.42394888726994 12.218773364089428 6.2709838286973518 4.3692819662392139 4.3057194054126722 29.480919091962278 6.2689749095588923 37.322220301255584 8.3115106271579844 3.6845797244459382 6.3859060229733569 3.987126162275672 8.9776891171932203 68.509711935417727 21.535694530233741 3.7373459190130234 3.0221886807121336 4.1274281982332459
leaf_count=8 47 60 69 103 83 122 44 22 40 104 27 28 43 33 51 67 97 38 47 75 69 125 30 66 25 187 93 101 41 39 21 50 256 122 84 42 30 82 73 56 70 60 22 43 1804 223 62 37 31 294 50 366 85 41 58 33 57 1034 219 42 43 42
internal_value=-1.07332e-05 0.00705375 0 0.00814048 -5.95413e-05 -0.00140326 -0.00821195 -0.0161532 -0.0016017 -0.00229475 1.50628e-05 0.000776422 0.000875407 -0.00343222 -0.0117518 9.83379e-05 0.000784428 0.00374396 -0.000369527 0.00299595 0.00960462 -0.0091251 -0.0164852 -0.00205269 -0.000632188 -0.00204824 -0.00690147 0.000707634 -0.00951528 0.000211304 0.00112776 -0.000544911 0.00400631 -0.000473109 -0.0014772 -0.00462732 -0.000859299 -0.00112091 -0.00177872 -0.00449326 0 0.00636617 -0.0104555 0.000617769 0.000927328 -0.00141779 -0.00663658 -0.0151422 -0.000729431 -0.00286758 0.0108513 -0.00444985 -0.00036279 0.00166223 0 0.00484755 0.00240642 0.00354274 -0.00797284 0.0156324 -0.010401 -0.0123429
internal_weight=659.217 3.4828 2.33816 1.54985 655.735 113.577 20.1445 8.02052 3.60319 12.124 93.432 88.4084 10.5017 7.54597 5.02363 84.8296 79.9329 4.60965 71.846 22.7123 15.0456 7.66668 5.27327 49.1337 43.7399 40.8758 15.484 25.3918 4.89673 542.158 248.653 293.505 48.6944 41.86 244.811 36.9046 232.365 229.571 30.9467 25.1541 17.0334 10.9484 6.08496 240.808 234.935 225.7 25.0837 10.6403 200.616 107.225 10.5747 96.6503 45.6337 93.3908 14.4435 10.373 89.7062 80.7285 51.0166 7.84476 5.87251 12.4458
internal_count=7516 240 232 172 7276 1658 446 184 62 262 1212 1078 158 114 134 1051 982 71 915 346 116 230 155 569 503 478 190 288 69 5618 2000 3618 751 495 2867 373 2741 2711 331 281 208 116 92 1911 1847 2629 229 99 2400 1045 81 964 451 1355 130 91 1314 1257 513 89 64 126
is_linear=0
shrinkage=0.03


Tree=258
num_leaves=63
num_cat=0
split_feature=0 0 0 0 9 1 1 11 32 50 1 50 49 1 1 14 1 12 14 21 11 50 31 31 31 1 14 1 21 12 14 32 50 11 11 11 50 12 31 14 14 1 1 50 21 32 21 11 11 1 5 31 14 1 12 49 32 11 5 0 11 50
split_gain=0.202005 0.512087 0.320246 0.279351 0.220311 0.8973 0.844229 1.38903 1.41133 1.20009 1.09618 2.23426 0.843185 1.59944 1.61994 2.03961 1.44593 1.57309 2.27667 1.96925 1.64179 1.32656 1.21146 1.07179 1.25525 1.18315 0.893071 0.84402 1.25239 1.08998 0.97095 0.75139 0.699712 0.658477 1.25978 1.48251 0.673068 1.29989 1.00064 0.988949 0.876844 0.680673 1.78171 0.627052 1.68952 1.84077 1.82268 1.7379 1.5152 0.980277 0.856462 1.24025 0.912024 0.87027 0.816552 1.83891 1.67073 1.09715 0.969815 0.617208 0.71347 0.604008
threshold=51.500000000000007 1119.5000000000002 1172.0000000000002 1631.5000000000002 0.12500000000000003 3.3697022760782955 3.5194678211575181 0.87579466157694208 0.17500000000000002 1.9276964374892214 3.4855547771300555 3.1963557881865921 0.12000000000000002 3.5467622390330522 3.582535090627728 0.63771551724137943 3.6220508338618549 0.57500000000000007 0.66185031185031196 0.38245561072500711 0.94714361590809559 2.8625437813686543 0.12000000000000002 0.23000000000000004 0.16000000000000003 3.8299500144337215 0.63859338061465731 3.7467622390330519 0.40922697885096049 0.47500000000000003 0.67664992826398873 0.17500000000000002 2.8625437813686543 0.94714361590809559 0.93464361590809553 0.93090551165006608 1.9276964374892214 0.12500000000000003 0.31000000000000011 0.6761982570806101 0.68588039867109651 4.8353876939440843 4.9554551764248354 3.3973861251426389 0.42321967233550761 0.16500000000000004 0.36689170450205044 0.90489712416058532 0.87986695528937953 4.7846676487524258 0.24068965517241384 0.23000000000000004 0.59203487220130779 4.7343480507649822 0.4250000000000001 0.15500000000000005 1.0000000180025095e-35 0.90888869428251373 0.07483905579399143 49.500000000000007 0.68872574916131091 2.8625437813686543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 7 8 10 -8 11 -7 13 -11 15 -15 22 20 19 -19 21 -18 32 24 27 -25 -22 28 30 -29 31 -14 -16 34 35 36 37 -6 39 41 -41 -39 -43 50 45 46 48 59 49 -45 52 53 61 -52 57 56 -56 58 -54 60 -47 -38
right_child=1 2 3 -5 33 6 9 -9 -10 12 -12 -13 23 14 16 -17 17 18 -20 -21 26 -23 -24 25 -26 -27 -28 29 -30 -31 -32 -33 -34 -35 -36 -37 43 38 -40 40 -42 42 -44 44 -46 47 -48 -49 -50 -51 51 -53 54 -55 55 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.015577726396299143 -0.020856476007814224 0.017777388984245357 -0.017368617632368806 0.0046064872975673608 -0.020384180499417374 0 0.0065793921015667714 0.018659899636691204 -0.016007678310389503 -0.015560754444440748 -0.0087415102444410465 0.029834549274109001 0.00069828901384557025 -0.0039572813987334204 0.0079160143229261397 0.02094368421940138 0.001223122307421366 0.027108454083366651 -0.0051116390342626442 0.0039667938500627152 -0.003392356663967365 -0.0065993595217238828 -0.019271065444780019 0.018190342473887906 -0.011281941802609465 -0.0025159974859150572 -0.027585541867115836 0.018910575859026908 -0.017293655085572426 0 -0.009907447654628988 0.018732726844857234 -0.01032406751095271 0.011830685865898206 -0.011126679684328577 0.017431398013902824 0.019951226639477664 0.0054418657810426574 -0.018894636943833261 -0.024340531732747566 -0.0018162366800916743 -0.015016648898302188 0.010797914022922359 -0.0033486077897440978 0.019913622510294712 -0.00036303288353369299 -0.01912259437295151 0.010802294233790298 0.018109336173028096 0.0091453589758087039 0.010081324883687535 0.021233387696751461 0.00050328191768048082 -0.0058371232989031761 0.014443774557860401 -0.01042744597142568 0.0013253588125750491 -0.014672154187076413 -0.011175111231133615 -0.00011731995611712011 -0.019835566079457551 0.0036893644070395077
leaf_weight=3.4240527749061576 1.2765392741421231 0.58692643721587945 0.72304262465331681 0.40154571156017482 3.4536387999542049 6.3754121325910145 16.498984448611736 5.0277659744024268 3.3213409180752924 8.3604051517322642 3.116907305084168 3.2994429161772132 6.9437828902155214 5.1174523690715414 3.1111453180201343 5.7683488819748163 38.750408129300922 4.9460359322838547 12.80631627095863 11.841241399757562 3.1669487468898287 37.009437805972993 8.4009078303351981 6.2695946823805553 7.5711706243455401 3.2144883880391717 3.787396932952106 4.9976316993124765 3.4165663272142401 4.7536815032362938 3.6712766252458087 3.3440084578469396 3.8930350225418806 4.3414133172482243 8.2663230625912529 4.4410866922698906 3.3495430652983478 21.074671865440909 2.5555791100487104 2.3143244991078955 6.0384005007799715 5.5507760429754835 3.7309298012405634 19.104463321156807 2.7283768616616717 2.728066015057272 3.4608695367351165 2.5458970488980404 4.931923132389783 7.7624508943408719 6.176736459136011 4.5130949839949599 220.07463553594425 5.399884968996048 15.402041677385567 6.0658077327534548 22.588442654116079 4.3847409281879655 6.3771766424179068 3.2378543037921181 11.691139786969869 8.3880481496453267
leaf_count=33 61 55 92 43 35 65 179 52 44 74 28 40 76 46 46 58 379 49 114 125 32 338 58 56 57 26 34 52 30 46 29 46 46 49 83 45 42 241 34 20 100 58 47 227 38 42 29 29 50 99 43 37 2770 34 177 59 251 41 43 47 146 91
internal_value=-1.03905e-05 -0.00754908 0.00038113 -0.00548167 1.71416e-05 -0.00071523 -0.000453176 0.00518251 0.000432144 -0.00106028 0.00534324 0.0105736 -0.00175726 -0.00286489 -0.00203452 0.00883622 -0.00302038 -0.00176478 0.00405398 0.0113771 -0.00392374 -0.00252656 -0.0116497 0.00178807 -0.000508195 0.0106456 -0.0178097 0.00233977 -0.00133826 0.00939169 0.00233228 0.00737785 -0.00139443 0.000433818 0.000295611 0.000545802 0.000337644 -0.00309918 -0.00141648 -1.71693e-05 -0.00918192 0.0023518 -0.00399839 0.000781576 -0.00202515 -0.00327985 0.000708037 -0.0104726 0.00315987 8.0408e-05 0.00134189 0.00808324 0.000937183 0.00217369 0.000560939 0.00429812 0.0068487 -0.000129453 0.00013836 -0.0139628 -0.0166172 0.00908912
internal_weight=657.872 2.98805 1.71151 1.12459 654.884 232.205 228.781 21.1409 16.1131 207.64 12.7918 9.67486 191.141 146.959 138.599 10.8858 127.713 112.308 29.5936 16.7873 82.7142 75.7598 15.4051 44.1822 34.6981 9.48408 6.95435 27.1269 17.3756 9.75131 13.9591 10.2878 7.00418 422.678 418.337 410.071 405.63 44.7183 41.2647 38.7091 8.35272 30.3564 9.28171 360.911 58.191 55.4627 35.2597 20.203 31.7988 26.8669 302.72 16.0897 286.63 11.5766 274.893 44.0563 37.9905 230.837 226.452 17.6571 14.4192 11.7376
internal_count=7516 251 190 135 7265 2258 2225 229 177 1996 133 105 1817 1399 1325 104 1221 1071 288 174 783 717 150 418 336 82 66 279 181 98 151 122 92 5007 4958 4875 4830 535 500 466 120 346 105 4295 707 669 405 264 376 326 3588 114 3474 77 3341 487 428 2854 2813 235 188 133
is_linear=0
shrinkage=0.03


Tree=259
num_leaves=63
num_cat=0
split_feature=14 9 42 27 17 47 31 3 17 3 3 3 1 1 11 14 1 31 11 1 14 26 32 42 32 31 49 26 42 26 1 1 0 42 0 42 1 47 49 14 3 31 3 17 3 11 1 3 3 11 14 3 26 32 14 3 12 32 12 43 14 38
split_gain=0.195614 0.569718 0.837877 0.202933 0.918 1.02359 0.914283 2.1128 1.07554 0.755825 1.4815 0.625159 1.36925 3.17344 1.71898 1.89414 1.58673 0.999359 1.1841 0.88215 1.47545 0.869651 1.3612 0.792637 0.879047 0.623608 1.33396 1.62984 0.708271 0.6408 0.573884 0.430241 0.378629 1.9084 1.06354 0.994394 0.939852 1.17564 1.16032 0.784811 0.693542 0.607276 0.8655 0.601413 1.38498 1.14474 1.3154 1.05471 1.12065 1.52858 0.868127 0.808049 1.34227 0.770704 0.846344 0.756712 1.53647 1.77914 1.18294 2.74905 2.12884 2.57951
threshold=0.55694444444444458 0.27500000000000008 4.9763905204053005 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.28500000000000009 0.13723808562876269 1.0000000180025095e-35 0.16011049723756909 0.38750000000000007 0.43750000000000006 3.4467622390330521 3.4904342711995948 0.75131583656530132 0.64237451737451756 4.9471272958050703 0.32500000000000007 0.74198398863162696 3.9981547678983662 0.69931506849315073 9.5000000000000018 0.16500000000000004 3.6327695455485052 0.15000000000000005 0.12000000000000002 0.12000000000000002 11.500000000000002 3.6661845113717573 10.500000000000002 3.7556752830605151 3.7065212271721317 24.500000000000004 4.0601480385259885 26.500000000000004 3.4334948141752979 3.9153115322251026 4.5000000000000009 1.0000000180025095e-35 0.70194102276969028 0.24662162162162166 1.0000000180025095e-35 0.29864864864864871 1.5000000000000002 0.074537037037037054 0.69858908400027009 4.4370527171589424 0.48750000000000004 0.43750000000000006 0.90819238638712629 0.60776772247360489 0.38750000000000007 12.500000000000002 0.17500000000000002 0.6981945348080677 0.51250000000000007 0.37500000000000006 1.0000000180025095e-35 0.57500000000000007 0.32500000000000001 0.61811868686868698 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 32 6 31 8 -8 9 -5 -11 12 -7 -14 17 23 -17 18 19 -15 -21 22 -13 -16 -25 29 27 28 -27 -23 -10 -6 33 35 -34 39 37 41 40 -2 -38 42 -37 44 -36 46 -46 48 49 51 -50 52 -47 54 -49 -45 57 -57 59 60 -58 -62
right_child=3 2 -4 4 5 11 7 -9 30 10 -12 21 13 14 15 16 -18 -19 -20 20 -22 25 -24 24 -26 26 -28 -29 -30 -31 -32 -33 34 -35 43 36 38 -39 -40 -41 -42 -43 -44 55 45 47 -48 53 50 -51 -52 -53 -54 -55 -56 56 58 -59 -60 -61 61 -63
leaf_value=0.022551612373317546 0 -0.019946535462396178 0.01339164456563169 0.0084779302763468827 0 0.021221888247235192 -0.013305079923252675 0.015811062163888324 -0.0038368993808651653 -0.020677353591133679 0.0031265686609013073 -0.0022838068830871782 -0.028393154284316019 -0.0064725296531495695 -0.0050598402092889164 0.023482035088847341 0 -0.01551891395147618 -0.014031964615344325 0.0026304284455967797 0.022131575996638474 -0.017788468251527637 0.023204011856439395 0.019303228763606527 0.00016677759248502874 0.0031069199535127033 -0.013028009840942156 -0.0064287570696327807 0.02165638596522327 0 -0.023153169620120918 -0.011830379727886869 0.012971713375447553 -0.018204843845447051 0.01664838487690597 0.0091149977116100102 0.0097930827653124018 0.015297533528370631 0.028886820204095234 -0.017673763792253858 -0.009338051288094229 -0.007617820245469949 -0.014254452028530229 -0.0013557450461744757 0.0026458359524170706 0.0080230666152392802 -0.02363497444817491 -0.013012925530155827 -0.002111852228560483 -0.015815823234955829 0.016517450319769176 -0.00502988198771929 -0.010288609762632598 0.0062089009756740492 0.0009300250864474897 0.029198445401045152 0.016675975092953044 0 0.006738491785011483 -0.025547862713272251 4.5275221228591967e-05 -0.030149690083690974
leaf_weight=1.1500721201300614 4.3188309594988805 1.040263877483085 1.2533201571786774 4.0562522360123721 4.4532084818929416 4.1486759744584552 3.3960280595347268 5.3916585384868085 3.3120055086910751 3.7307017776183766 4.9159191623330116 3.41315391100943 2.4572484176605931 5.1893601943738785 6.3577955141663614 10.876203799620269 3.3014423279091707 3.0488036354072383 3.3903087973594657 19.82310952432454 4.3615111522376528 3.9976068362593677 3.1415052935481071 3.6835446748882514 6.3804051550105214 4.8075738549232501 4.9555846564471713 6.3042391762137404 4.3046190291643143 3.8214220702648163 4.4929178347811103 5.882146546151489 5.3402877599000922 6.1724966494366518 5.2910419804975382 5.3776133386418286 4.7592019811272603 3.0825402582995585 2.100961075630039 4.5810623206198215 2.1732814372517169 13.792692383984102 1.603723640553653 314.8319539623335 2.5747127817012361 28.909543744754046 3.3115077205002308 9.0441168108955043 2.1827064063400021 3.725838854443281 9.3317320393398386 7.0289578735828391 3.6690776464529327 4.3810982648283234 5.4583599781617513 3.677858328446745 5.5399903021752896 3.2884328439831734 16.944094649981707 4.0331127308309069 17.374438384547833 2.7089708223938933
leaf_count=8 33 118 114 48 42 50 31 59 31 35 46 46 26 65 56 114 35 37 34 231 51 57 23 60 68 33 33 43 34 25 44 51 39 102 55 103 73 47 27 32 41 235 23 3471 43 354 41 83 24 41 120 78 41 66 49 34 52 39 167 29 195 31
internal_value=-1.11655e-05 0.00690781 0 -5.88694e-05 0.000908891 0.00212098 -0.00375527 0.00384577 -0.00730779 -0.00133281 -0.006701 0.00302721 0.00460329 0.00345678 0.004807 0.0100087 0.0180407 0.000165023 0.00189177 0.00401502 0.00654604 -0.000120626 0.00936903 0.00257981 0.00799521 -0.00258884 0 0.00456556 0.012791 -0.00968081 -0.0160065 -0.00663662 -0.000352519 -0.00288649 -7.33142e-05 -0.000405097 0.00186223 -0.00104962 0.0100582 -0.00930025 0.00286072 -0.00388409 0.00266369 -0.000245877 0.00200772 0.000920313 -0.0114444 0.00201687 0.00417268 0.0017754 0.0124981 0.00365206 0.00572753 -0.00390844 -0.0074158 -0.000782372 0.00246847 0.0154239 0.000345923 -0.00312615 0.000341204 -0.00398892
internal_weight=657.449 3.44366 2.29358 654.005 147.395 118.099 29.2955 8.78769 20.5078 12.7029 8.64662 107.764 73.0184 68.8697 66.4125 30.5994 14.1776 35.8131 32.7643 29.374 24.1846 34.7457 6.55466 16.4217 10.0639 28.191 20.372 15.4164 9.11219 7.81903 7.80492 10.3354 506.61 47.9624 458.648 41.7899 32.89 23.8566 9.03344 8.89989 6.93248 20.774 6.98134 453.308 84.9087 79.6177 5.88622 73.7314 54.8479 43.3334 11.5144 39.6076 32.5786 18.8836 14.5025 368.399 53.5669 6.96629 46.6006 29.6565 25.6234 20.0834
internal_count=7516 240 232 7276 1508 1214 294 90 204 129 81 1121 827 777 751 333 149 418 381 347 282 294 69 184 128 225 143 110 67 82 75 93 5768 716 5052 614 549 408 141 65 114 361 126 5013 995 940 84 856 658 514 144 473 395 198 132 4018 547 73 474 307 278 226
is_linear=0
shrinkage=0.03


Tree=260
num_leaves=63
num_cat=0
split_feature=58 40 50 43 14 32 14 32 14 21 32 3 31 25 31 32 50 14 3 3 21 14 14 14 9 38 9 49 21 3 3 5 50 50 14 21 9 43 40 3 5 5 3 21 43 14 3 3 3 14 32 3 5 3 5 3 3 14 45 50 3 3
split_gain=0.19629 0.801174 0.819499 0.769046 0.764546 0.889407 1.11244 0.869289 1.54395 0.771357 0.667178 0.570366 0.48246 3.4831 1.54667 2.40166 2.0925 1.24449 0.901844 1.02034 0.899703 0.855802 1.11259 1.12469 1.26494 2.7481 2.89894 1.52817 1.92666 1.60847 1.47379 1.07988 0.848862 1.25317 0.884886 0.843565 1.38738 1.0245 0.751107 0.720183 0.67314 0.616903 0.83964 0.790999 0.596151 1.19574 0.822093 1.13059 0.618436 1.15097 1.25509 1.14097 0.932993 2.74678 0.960726 1.1826 0.723585 1.99392 1.42925 0.748688 2.4828 1.49175
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.4194005465518993 -0.37499999999999994 0.55694444444444458 0.16500000000000004 0.66115363586659381 0.17500000000000002 0.62414383561643849 0.34697135395913403 0.25000000000000006 0.31936274509803925 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 0.17500000000000002 3.315707808323157 0.68533452807646367 0.15606708256315469 0.11651583710407241 0.42354256669754398 0.70678160919540234 0.68588039867109651 0.64530791788856312 0.17500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.2950000000000001 0.35142787597286573 0.38750000000000007 0.15485640505119866 0.01941930618401207 2.4194005465518993 3.315707808323157 0.67664992826398873 0.31035806976694535 0.27500000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 0.38750000000000007 1.0000000180025095e-35 0.062418346836329859 0.23145604395604399 0.35922697885096067 -0.47499999999999992 0.68120471014492767 0.61250000000000016 0.58750000000000002 0.072751322751322761 0.65655637254901966 1.0000000180025095e-35 0.048809523809523817 0.025657894736842109 0.18834459459459463 0.042572463768115944 0.078689370485036131 0.10275263951734541 0.63069358178053847 1.5000000000000002 3.315707808323157 0.51250000000000007 0.5375000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 10 -4 -3 6 -6 -7 -9 -8 -2 -5 20 14 15 -14 17 18 19 -17 21 22 23 24 25 26 -1 28 29 30 31 -26 -25 34 -34 36 -24 -38 -22 -20 -18 42 -35 -44 45 -16 47 48 49 -46 51 -51 56 54 -54 -56 57 -50 -59 61 -61 -58
right_child=1 4 3 11 5 7 9 8 -10 -11 -12 -13 13 -15 44 16 40 -19 39 -21 38 -23 35 32 27 -27 -28 -29 -30 -31 -32 -33 33 41 -36 -37 37 -39 -40 -41 -42 -43 43 -45 46 -47 -48 -49 52 50 -52 -53 53 -55 55 -57 59 58 -60 60 -62 -63
leaf_value=0.027294429452306077 -0.021560683193813508 0.01217975690100126 0.013977698603274323 -0.013851787638689845 -0.025962713271010532 0.0078291991977938961 0.0090762100473830067 0.0023305000185675916 -0.02282839301051471 -0.016886250302333383 0 0.00057758966821177063 -0.028643004808576594 -0.028756698526686129 -0.0094563025058571511 0.00088611111179373397 -0.003153676305291374 -0.0084905861954574172 -0.0080216954377258266 0.026198717245294375 0.0011208143128745845 -0.0038906943466519542 0.022091876711630456 -0.010010048868377221 -0.011186814615751604 -0.017587636535477163 -0.0034587802017521877 -0.0069367587461146287 0.023203895767276293 -0.0094295535732508134 0.015147652588633728 0.0058161785796527485 0.0020370601386353422 -0.015002555680690158 0.024035221691786908 0.00061850029963895212 -0.0092792561537696251 0.012434361073863908 0.014506259224895514 0.0092104044414219651 -0.023907241353405436 0.0038434527839954443 0.0053009306869998491 -0.010244939214375349 -0.0029555889178101832 0.010466219390678565 -0.014158005099397819 0.01624118423275351 0.025736594758049944 0.0066620736244153685 0 0.033993223159594868 -0.023822183949195417 0.014576449838474415 -0.020431318951477647 -0.0031257747785100667 -0.0017954017165257379 0.011765945804997468 -0.0082898633300341439 0.0057561313070135416 -0.012221862225807043 0.010999707781369805
leaf_weight=3.5530675090849408 2.5740142725408068 1.4297269135713602 3.5881786271929732 2.3347028680145732 4.3205391257070032 4.1847477387636882 1.9432885050773623 4.3759273351170123 3.5275342559907585 1.6456425292417405 2.3964861431159079 82.191274257842451 3.6755104595795265 3.6619307724758974 2.9642592857126138 3.3730179388076129 3.1658267788588992 7.0510360375046721 4.54378226213157 3.2501839101314545 8.833671213593334 28.625681643839926 6.7168406713753956 11.912234215997158 4.0909378398209872 7.5088839232921591 9.4324642131105065 6.9997780553530893 6.1468566898256531 5.5221224129199973 13.176206857897339 13.957237242022527 7.164819988422094 7.1962789017707172 2.3080986491404474 10.941783120855687 3.1671375948935747 4.1241297200322151 8.2405911381356418 3.8422921560704708 4.5168344210833311 5.3126323157921425 6.1326671456918103 5.0583544177934527 8.4767316319048422 12.648498840630053 3.3137043118476859 3.8146486971527329 3.6623806469142464 4.0715605411678535 6.1020954111590981 2.8141752458177507 2.4006303474307051 6.5907075451686969 3.8214461430907241 53.753739175735973 127.66031347052194 5.6932046220172179 6.6908242446370423 48.637611965183169 7.7011848464608184 8.4836972355842573
leaf_count=34 83 10 27 30 122 48 25 91 123 37 51 1021 90 90 28 33 25 59 44 33 103 328 72 120 45 55 75 103 60 40 190 237 99 83 31 86 40 38 95 28 50 61 58 36 92 134 19 32 61 41 55 44 24 77 23 660 1219 69 96 522 47 64
internal_value=-1.10867e-05 -0.00114714 0 0.000740857 -0.00634978 -0.00807909 -0.015917 -0.00228677 -0.00844447 -0.00150783 -0.0115443 7.64604e-05 0.000217991 -0.000415509 -8.81403e-05 -0.00622332 -0.0030796 0.0014002 0.00649173 0.0145909 0.00146234 0.000755699 0.00174974 0.000448094 0.00285984 -0.00321148 0.00478716 0.00547638 0.0076641 0.00479071 0.00754055 0.00155298 -0.00318067 -0.000503186 0.00840339 0.00748395 0.0123401 0.00220567 0.00802156 0 -0.0164134 -0.00435474 -0.00706211 -0.00125559 0.00053869 0.0062325 0.000222315 0.000410234 0.000175574 0.00506619 0.0107221 0.0193232 -0.000187628 -0.00329175 -0.00539691 -0.004445 0.000776727 0.00687042 0.000493891 0.000230981 0.00315798 -0.000939113
internal_weight=657.016 114.512 93.0847 88.1142 21.4274 19.9977 7.90947 12.0882 7.90346 3.58893 4.9705 84.526 542.504 356.382 352.72 33.4185 29.743 22.0603 15.0093 6.6232 186.122 169.048 140.423 115.473 70.3876 20.4944 12.9855 49.8931 42.8934 36.7465 31.2244 18.0482 45.0851 33.1729 9.47292 24.9499 14.0081 7.29127 17.0743 8.38607 7.68266 23.6999 18.3873 11.191 319.301 15.6128 303.689 300.375 296.56 21.4646 12.9878 6.88574 275.096 66.5665 59.9758 57.5752 208.529 16.0464 12.384 192.483 56.3388 136.144
internal_count=7516 1668 1212 1078 456 446 184 262 214 62 134 1051 5848 3759 3669 362 272 197 138 66 2089 1891 1563 1327 839 164 109 675 572 512 472 282 488 368 130 236 150 78 198 72 75 238 177 94 3307 162 3145 3126 3094 232 140 85 2862 784 707 683 2078 226 165 1852 569 1283
is_linear=0
shrinkage=0.03


Tree=261
num_leaves=63
num_cat=0
split_feature=0 0 0 0 1 4 50 1 34 14 1 14 50 1 5 1 34 24 14 43 50 50 1 13 11 4 14 43 4 1 43 50 14 14 4 4 14 4 4 4 1 1 4 34 43 40 4 11 50 50 14 1 11 11 13 53 14 50 4 14 1 14
split_gain=0.193648 0.491642 0.297723 0.266233 0.210437 0.580794 0.919074 0.209616 1.45231 0.894844 0.71452 1.67963 0.331937 0.29032 0.885172 2.46838 0.704186 0.803792 2.22582 1.12925 0.579191 0.476618 0.430266 1.1207 1.94138 1.53285 3.26918 1.65373 0.760111 1.60594 0.667589 0.56529 0.502228 0.730926 0.360451 1.94508 1.27959 0.980916 1.49613 1.65639 0.894444 1.14531 0.751814 0.69029 1.25431 0.744234 1.4442 0.616431 0.576625 0.509241 0.505988 0.472711 0.464623 0.742792 0.72516 0.356077 0.26669 0.260931 0.162127 0.152966 0.0495768 0.0222471
threshold=51.500000000000007 1119.5000000000002 1172.0000000000002 1631.5000000000002 5.1200721840520744 0.45049019607843144 2.9797363981426757 5.0538212618648695 1.0000000180025095e-35 0.63667496886674979 5.0186495125046582 0.62814267756128228 3.3361473422153938 4.8859497000344776 0.025657894736842109 4.9380613264658075 1.0000000180025095e-35 1.0000000180025095e-35 0.6608656174334141 1.0000000180025095e-35 2.2053316966240444 3.1963557881865921 4.7502366905087499 1.0000000180025095e-35 0.80039597484269975 0.34891304347826091 0.6503424657534248 -0.22499999999999998 0.42476927252985891 4.8037733451769924 1.0000000180025095e-35 2.7040907083446837 0.61811868686868698 0.64346246973365628 0.44636015325670503 0.52142857142857157 0.69716905901116444 0.42286737353894377 0.41172122951176043 0.40619293279766261 4.6907213539591348 4.6345953588972035 0.43625902544818601 1.0000000180025095e-35 -0.12499999999999999 1.0000000180025095e-35 0.68750000000000011 0.61508347645020245 3.3536489182451987 3.315707808323157 0.73141238253178564 3.8799219637891658 0.71756981113521967 0.70194729965171965 1.0000000180025095e-35 1.0000000180025095e-35 0.69416099773242645 3.4150731631156739 0.77500000000000013 0.60776772247360489 4.9714469389116145 0.61152570480928703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 6 -6 10 12 61 13 -12 -9 22 16 -16 20 21 19 60 -15 -18 34 25 28 27 -27 -24 30 -30 32 -31 -25 -34 37 36 52 38 39 40 41 -1 -39 44 58 46 -45 -47 -42 -48 56 -49 53 -36 -54 -41 -46 59 -37 -22 -19 -10
right_child=1 2 3 -5 5 -7 -8 8 9 -11 11 -13 -14 14 15 -17 17 18 -20 -21 57 -23 23 24 -26 26 -28 -29 29 31 -32 -33 33 -35 35 43 -38 42 -40 55 48 -43 -44 45 50 47 49 51 -50 -51 -52 -53 54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=-0.00012639659226676325 -0.020592458797650395 0.017314422931121173 -0.017087312206953247 0.0044012134710551317 0.022328552780027031 -0.006243756566024162 -0.0010566581173571518 0 -0.0023495268859147155 -0.017808923280164375 -0.0026204055994439109 0.025229388585595511 0.023164826161937029 -0.0038875753851540214 -0.021869254270152218 0.0053324980815463215 -0.0021006193933506656 -0.015696452203646565 0.020524395887088261 0.0074180553503627403 0.0019595738898313926 -0.02052196202734 0.012368699643622413 0.0053809519003109509 -0.027805461241838927 0 0.028987182510602269 -0.0086053314793322136 0.028553359292094838 0.010302107817454912 0.0078782639468637887 -0.0093016384097469925 -0.018798310788965201 -0.0018476965707789504 -0.019326026724990675 -0.0096795411076649601 0.0042015450966135645 0.018387204840767911 -0.020763779639874975 0.02413069869483403 -0.0033221450304994518 0.0085405065188359271 0 0.018282376770275749 0.013167063710773346 -0.017871955241503198 -0.0057416548073049066 0.006107303357326955 -0.018450336019351515 0.0034525946631598805 0.030595893410353417 -0.0081846478163460808 -0.0063842934268218991 0.0014972391020156282 -0.029782111685695386 0.0033811319761887252 0 0.00047606485922828867 0 0.023776429476542772 -0.0051678438142284521 0.0007931282826945668
leaf_weight=427.04152392339893 1.2537917988374823 0.57491961540654291 0.70383976062294074 0.39556627348065376 2.7083381949923924 2.0099981026723981 2.1813403591513634 1.3965978715568756 3.0738948527723551 5.1596715766936541 3.8115129563957444 3.1402078461833298 1.4764166558161376 1.6760291475802684 6.3446728587150556 4.9106624573469162 3.8316437089815745 4.2145301271229965 3.8471076292917141 3.4787269420921803 1.1182469418272378 2.7322712261229753 5.4420147538185111 2.1857652720064022 2.1286131851375094 7.2255907617509347 6.5203594453632832 8.2429703474044818 2.2945647835731497 2.0892866160720587 3.6879196921363464 2.872001794166863 3.9948959434404951 7.2470373632386327 2.241127032786606 2.2410275069996715 3.0147514082491389 4.4309049602597943 2.9169983821921042 2.8646666677668682 11.280213125050066 13.953416100703178 2.97227802593261 3.7515340894460705 3.0834630834870023 3.5270652472972852 11.432993986178191 3.0379859735257924 3.303705272730439 9.2567913159728032 1.6805175994522867 4.75666344165802 2.8870789529755712 2.8962100157514215 4.1410547429695725 2.0992032643407583 1.616568455006927 1.7907092794775961 1.7875421619974075 2.2283747219480574 3.1734608672559261 2.8992891721427441
leaf_count=4438 61 55 92 43 41 29 35 32 30 53 46 38 33 20 40 37 49 43 48 38 26 23 40 35 34 52 60 54 33 32 59 49 55 97 38 43 46 48 35 45 118 163 42 43 70 60 157 37 34 91 53 57 28 31 50 29 72 33 33 54 25 31
internal_value=-1.05643e-05 -0.00746226 0.000317078 -0.00525084 1.59248e-05 0.00515855 0.0110857 -3.12632e-05 -0.00364036 -0.00888425 4.03039e-05 0.00947459 0.0139829 -5.79543e-05 -0.00255184 -0.00959156 0.000104568 -0.00237536 0.00118195 -0.00537079 0.00855165 -0.0110358 0.000100034 0.00265432 -0.00156027 0.00692487 0.013926 0 0.00069548 0.00888403 -0.00249192 0 -0.00585419 -0.0086189 -0.000148431 -0.00231251 -0.0115752 0.000121669 -4.07674e-05 8.64223e-05 -9.19481e-05 0.000137979 0.0108133 0.000640232 0.00744556 -0.00120407 0.00154623 -0.00758595 -0.00735823 -0.00134717 0.0157588 -0.00185039 -0.0159748 -0.0068464 -0.0214432 0.0169885 0.00819701 0.0137276 -0.00442488 0.0186998 -0.0122201 0
internal_weight=656.278 2.92812 1.67433 1.09941 653.35 6.89968 4.88968 646.45 14.0059 11.1329 632.444 6.95172 2.87301 625.493 39.3464 11.2553 28.0911 21.2777 14.7138 10.8667 6.81336 6.56391 586.146 53.931 26.5001 27.4309 13.746 13.685 24.3715 7.25585 17.1156 4.96129 13.4277 11.2419 532.215 61.3524 15.1802 470.863 463.46 460.543 455.579 440.995 7.40318 46.1722 10.4091 35.763 24.4413 11.3217 14.5839 20.6898 6.38055 7.79465 12.1655 5.13734 7.02813 4.96387 4.70003 5.13733 4.02857 3.34662 7.38799 5.97318
internal_count=7516 251 190 135 7265 105 76 7160 179 114 6981 84 65 6897 436 77 359 226 154 106 133 72 6461 600 394 206 112 94 360 114 246 81 187 152 5861 909 193 4952 4862 4827 4753 4601 90 716 271 445 291 154 152 248 195 94 147 69 78 74 142 113 76 80 68 61
is_linear=0
shrinkage=0.03


Tree=262
num_leaves=45
num_cat=0
split_feature=14 14 3 4 21 12 48 12 5 3 50 26 1 3 42 14 12 9 42 31 14 14 26 43 4 9 5 5 42 4 3 53 4 26 50 3 43 3 42 31 21 4 5 21
split_gain=0.198795 0.674062 0.931629 0.761306 0.554232 0.277847 0.282187 1.41389 0.282191 0.272829 0.252888 2.06129 1.25752 0.712211 0.850581 0.684365 0.626526 0.55475 0.549082 0.397501 0.836428 1.34412 1.66608 0.984873 1.0698 0.646787 0.576081 1.68776 7.22297 1.52385 2.15138 1.81897 1.31904 1.38132 1.24124 0.53565 0.623893 0.572208 0.312701 0.25169 0.595731 0.15583 0.118963 0.00783903
threshold=0.79135572139303489 0.76154939587775416 0.14267985856113155 0.72500000000000009 0.41096404744368098 0.65000000000000013 1.5000000000000002 0.52500000000000013 0.38348416289592763 1.0000000180025095e-35 1.7585441243211084 9.5000000000000018 4.702810210776204 0.29864864864864871 4.500814583693912 0.65419580419580436 0.32500000000000012 0.62500000000000011 4.817302015487253 0.31000000000000011 0.73935688405797106 0.69133291614518166 10.500000000000002 -0.27499999999999997 0.34330357142857149 0.17500000000000002 0.042572463768115944 0.025657894736842109 4.1231023388601686 0.39990933816863111 0.16936182493187088 1.0000000180025095e-35 0.45497311827956993 11.500000000000002 3.4150731631156739 0.057983193277310933 -1.0000000180025095e-35 0.18257575757575759 4.352747819918128 0.16000000000000003 0.34241475425163082 0.40016142050040365 0.024404761904761908 0.38628694180571743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -2 6 8 -8 9 -1 11 12 16 14 -13 17 -11 -16 -14 26 21 23 -23 25 -25 -21 27 35 -29 30 34 -32 33 -31 -28 36 -12 -37 -30 40 -15 -20 -43 -18
right_child=4 2 3 -5 -6 -7 7 -9 -10 10 19 13 18 39 15 -17 43 -19 41 20 -22 22 -24 24 -26 -27 29 28 38 32 31 -33 -34 -35 -36 37 -38 -39 -40 -41 -42 42 -44 -45
leaf_value=0.010151661459373096 0 0.0021789867321572571 -0.021014480843827146 0 0.017492001600890358 0.0077162126152679643 -0.016772179778973665 0.0041625298651689242 -0.0059828341891838164 0.0014261635642294906 0.00042959103198352889 -0.024857306262673077 -0.022376411302338216 -0.0084738582918281111 -0.022241040888403903 0.0038797018482383452 0.023408761454343723 0 0.0091340285689812586 -0.01699837747346921 -0.009857087652253075 0 0.034182959747026773 0.0082628007969977133 -0.0056361286933096621 0 0 0.037271943388619402 -0.009646917321364178 0.021422470834657766 0.020205142966105871 -0.0036351266491677927 -0.0042630871636252857 -0.0010943931259733194 -0.012571446055226192 0.0020830583777040664 -0.017027126845659477 -0.000539926329173693 -0.03050421802854129 -0.0054350984914805041 0.015613251705180473 -0.01664191358369789 0 0.0093373471976784233
leaf_weight=2.267273334786295 3.9559337929822496 4.900004990398882 4.5716278571635485 2.9229437597095966 2.0048767926637083 4.034377507865428 4.8257565721869451 6.0144020691514015 6.5604688376188269 3.9682517629116756 2.4667842565104365 4.0565886320546287 1.2445137216709548 1.2125531681813284 2.3810424786061049 2.7966197542846203 3.1310672382824123 1.2634782911045479 1.0194541132077573 3.2062404602766028 3.6004710313864043 1.9922668621875335 2.6559601835906506 20.432991913519803 5.885015405714511 3.4502022489905357 51.292031552176923 1.8008511736989001 2.0869599776342511 8.9107740549370629 7.9426822355017048 3.7833104152232409 3.2645482765510669 2.6572168106213203 8.1761529175564629 95.47090430278331 3.4099054718390098 342.85144578339532 5.5694376518949866 6.6311373542994261 1.8143525635823605 0.32562657073140133 0.51463278394658118 2.3980885059572756
leaf_count=25 54 51 50 43 43 29 31 41 41 42 35 50 10 28 33 36 46 127 40 18 29 22 53 201 99 44 548 19 55 106 87 55 33 26 88 1242 36 3631 75 49 38 3 74 30
internal_value=-9.77228e-06 -6.97297e-05 -0.00694666 -0.0135944 0.00534211 5.67293e-05 0 -0.0047486 8.98046e-05 0.000166145 0.000116183 -0.00242233 0.00676995 -0.00847427 -0.0139145 -0.00557824 0.012393 -0.0142207 -0.00832678 0.00027044 0.0031048 0.00454945 0.0194688 0.00216079 0.00490951 -0.00765811 4.17565e-05 -0.000373981 -0.0127861 0.00229949 0.000378164 0.0120782 0.0109947 0.0158097 -0.00186105 -9.05833e-05 -0.00893919 1.83926e-05 -0.025973 -0.00179012 0.00417763 0 -0.00608414 0.018892
internal_weight=655.721 649.76 12.3946 7.49457 5.96081 637.366 633.331 10.8402 622.491 615.931 613.664 32.7574 12.6016 20.1558 10.4977 6.44114 9.49741 3.64452 3.10423 580.906 41.2231 37.6227 4.64823 32.9745 26.318 6.65644 539.683 453.656 9.45725 86.0267 71.1942 11.726 14.8325 11.568 59.4682 444.199 5.87669 438.322 7.6564 9.65804 3.02691 1.85971 0.840259 5.52916
internal_count=7516 7419 144 93 97 7275 7246 72 7174 7133 7108 606 245 361 246 196 118 160 127 6502 466 437 75 362 300 62 6036 5093 149 943 778 142 165 132 636 4944 71 4873 130 115 66 117 77 76
is_linear=0
shrinkage=0.03


Tree=263
num_leaves=63
num_cat=0
split_feature=43 11 26 3 53 1 26 43 1 32 28 1 31 3 3 0 1 49 26 1 43 1 39 11 50 5 1 50 3 27 32 32 59 31 26 26 26 50 1 13 25 43 3 3 43 11 3 50 3 3 3 3 49 5 12 11 32 50 12 49 13 43
split_gain=0.19494 1.87995 0.959159 0.38159 0.285741 0.84685 0.61236 1.08578 0.870554 0.603492 0.31576 1.34918 0.782293 1.32562 2.42615 1.15854 0.87678 0.945854 1.2546 1.0344 1.86191 1.36317 0.858426 1.11167 0.726129 0.692381 0.89469 0.686439 0.588243 0.562555 1.16678 1.41861 1.96234 1.83127 1.65383 1.71104 3.6537 1.68315 1.3558 2.25231 1.34733 1.46827 1.15411 1.8015 1.44836 1.05733 1.319 1.42138 0.994214 1.50464 1.31374 2.83607 1.5465 0.909008 0.819631 1.10704 0.973482 1.39468 1.60157 0.822616 1.08165 1.13884
threshold=0.52500000000000013 0.89945260050547038 7.5000000000000009 0.13723808562876269 1.0000000180025095e-35 4.5377900106069626 10.500000000000002 -1.0000000180025095e-35 4.3539840504870346 0.16500000000000004 1.0000000180025095e-35 3.4855547771300555 1.0000000180025095e-35 0.38750000000000007 0.14636377836788436 38.500000000000007 3.544265602280305 0.15500000000000005 10.500000000000002 3.7044269646841417 0.074999999999999997 3.7222509892493991 1.0000000180025095e-35 0.73880788565247513 2.7815080780430619 0.35067567567567576 3.8799219637891658 3.0678793895128593 0.025657894736842109 1.0000000180025095e-35 0.17500000000000002 0.15000000000000005 1.0000000180025095e-35 0.2950000000000001 7.5000000000000009 9.5000000000000018 10.500000000000002 2.7815080780430619 4.7537168748336507 0.90000000000000013 1.0000000180025095e-35 0.25000000000000006 0.11651583710407241 0.15146020495068549 -0.22499999999999998 0.67915159828926641 0.072751322751322761 2.9242685963818378 0.38750000000000007 0.36250000000000004 0.46250000000000008 0.43750000000000006 0.2950000000000001 0.29864864864864871 0.52500000000000013 0.90849589109791129 0.25000000000000006 2.9242685963818378 0.32500000000000012 0.12000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 10 6 7 -6 -8 -7 28 27 13 14 15 -13 -14 19 -19 20 -18 -21 25 -24 -15 26 -23 -12 -1 30 31 45 33 34 -33 37 -37 -36 54 42 -34 -42 -40 44 -44 -30 47 -47 49 53 51 -50 -52 -48 56 -56 59 58 -58 -32 61 -61
right_child=1 -3 3 -5 5 9 8 -9 -10 -11 11 12 16 24 -16 -17 17 18 -20 21 -22 22 23 -25 -26 -27 -28 -29 29 -31 38 32 40 -35 35 36 -38 -39 39 -41 41 -43 43 -45 -46 46 48 -49 50 -51 52 -53 -54 -55 55 -57 57 -59 -60 60 -62 -63
leaf_value=-0.012253785557765576 0.02981512645232217 -0.011791814693335657 -0.0037925197759358692 0.012300749113744271 -0.0068574156684403625 -0.0032168228316750355 0.005006289363885359 0.015035942638432852 -0.017777646251830332 -0.026417805217603597 0.0028626376003738742 -0.0064688015863906823 -0.01022830332581637 0.0077101153835566162 0.027822505285675272 0.017980083564241939 0.0013968856428003187 -0.013858728432391137 0.0065905490924955869 -0.015911882706946941 0.02453980578742181 0.0073350073301306539 0.022487942123612166 0 -0.0068604563383630485 0.012241475433771899 -0.0033669313225028678 0.021074182593425167 -0.0077876920891025939 0.001365054205829706 0.0060337689091565349 -0.025951138295321325 0.0020142653933030875 -0.027821402237115284 -0.0049408498347677608 -0.029541567274100393 0.001226974814175778 0.016029498723170013 -0.012388272807024345 -0.021507132625250332 -0.022808309677340183 0 0 -0.0028756335498784816 0.036831214961392668 0.028677506839398712 -0.00010908300240600266 0.00034215634183933969 0 -0.014137917269950558 -0.0033683570142555765 0.019042202346768514 0.011872229108648658 -0.01187644258346072 0.024219149050341091 0.002433455014726449 0.0022726159288221181 0.0042821761731259584 -0.020758738683274155 0.014721741396973348 -0.018758006479417486 -0.0091140661817562252
leaf_weight=3.514414530247449 2.1960385460406524 3.6669440227560699 1.9445519465953109 2.2521363738924265 2.9288760786876082 3.353418765589594 2.1462613511830568 4.6423118505626935 2.9993678890168667 1.9926297618076203 4.8460118658840639 5.3401719182729739 7.8141269423067561 4.429899711161851 5.0096240241546184 2.3125767533201724 12.509774132631721 8.6151818525977415 3.2974115770775816 4.5399836488068095 4.2982781538739792 8.0583283486776036 3.3571732994168988 3.3692925982177258 8.2866062223911268 3.3248461410403243 40.864786884747446 4.297496011480689 16.909327309112996 139.71776616480201 45.958198482636362 1.9849076457321633 3.1570334509015092 2.176628495566546 4.5684739565476766 3.975274377968165 18.828028569929302 9.8437324119731766 4.0336345024406937 5.3187786387279621 11.878161408472804 3.6389680849388251 2.008207568898797 6.8621859662234783 2.2030002188403142 2.7438393263146272 63.631562059395947 4.4687667321413755 20.133076015859842 9.4013443347066623 42.758790304884315 10.621171293780209 6.6812130510807028 6.4467948824167243 3.7544809142127615 6.1400989969260991 3.9834583913907426 9.910242243902756 6.0685621332377195 3.4576626690104586 2.7383059654384851 3.135304631665349
leaf_count=33 42 30 22 42 33 37 31 52 59 55 42 69 54 36 96 45 93 89 33 30 40 68 34 30 54 23 410 44 320 1468 522 52 19 30 71 119 237 116 40 69 223 59 32 99 36 34 849 45 172 68 340 98 66 41 39 77 81 170 98 39 32 29
internal_value=-1.05332e-05 0.004081 0.0141774 0.00364589 -8.48582e-05 -0.00378548 1.71522e-05 0.00583601 -0.00732022 -0.0135872 1.33226e-05 0.00130918 0.000439507 0.00515104 0.0119949 0.000425083 -0.000703682 5.8716e-05 -0.00768765 0.00129833 0.00788691 -0.000370343 0.00077442 0.0107362 -0.00127937 -0.000429723 -0.00145934 0.0123322 -0.000328865 -0.00022595 -0.000879703 -0.00203126 -0.0060394 -0.00219793 -0.000488888 0.000840252 -0.00408625 0.00899492 0.00172221 -0.00506911 -0.0141197 -0.0177679 0.000531697 0.00590648 0.0210587 -0.000683938 8.38097e-06 0.0124139 -0.000529286 -0.00293232 0.00177907 0.00665603 -0.00114837 -0.0013077 0.00342975 0.0116104 0.00224665 -0.00324002 -0.0111802 0.00434028 -0.00332251 0.00256868
internal_weight=655.346 10.0597 6.39273 4.19669 645.286 18.0629 12.7168 7.57119 5.14563 5.34605 627.223 134.572 125.428 25.3789 12.6624 7.65275 100.049 92.2351 11.9126 80.3225 16.8081 63.5144 58.9744 6.72647 12.7165 52.248 48.9231 9.14351 492.651 489.137 349.419 243.847 60.0512 41.377 39.2004 37.2155 22.8033 14.4122 105.572 20.4258 18.6742 15.5171 15.107 11.0734 4.21121 183.796 166.887 7.21261 159.674 79.4797 80.1943 30.7542 49.44 70.0784 85.1463 9.89458 75.2517 19.9623 10.052 55.2895 9.33127 6.59297
internal_count=7516 136 106 64 7380 267 175 85 90 92 7113 1290 1204 300 210 114 904 850 122 728 133 595 565 64 90 501 478 86 5823 5790 4322 2959 926 625 595 543 356 187 1363 276 301 282 207 167 68 2033 1713 79 1634 958 676 270 406 890 1087 116 971 349 179 622 100 68
is_linear=0
shrinkage=0.03


Tree=264
num_leaves=63
num_cat=0
split_feature=1 1 3 58 43 50 43 3 12 3 1 21 21 21 43 9 3 1 9 3 3 11 1 31 1 1 1 50 27 34 1 4 11 29 43 3 50 21 9 3 31 31 4 11 4 4 1 11 50 31 3 46 3 3 1 4 0 45 50 1 34 11
split_gain=0.188176 0.497949 0.26975 0.219299 0.747286 0.904417 1.79966 0.808576 1.60575 1.07062 0.867392 1.58247 1.18463 1.63956 1.09303 0.951038 0.890071 0.750409 0.617836 1.15361 0.891549 1.40881 1.06066 1.61624 1.13048 0.805301 0.814153 0.807974 0.787799 0.566605 0.432622 0.383868 1.85225 0.879293 0.841912 1.28984 0.811106 1.29181 1.20336 1.25577 0.856717 1.8127 1.55088 2.58648 1.13086 1.05465 2.12752 1.03 0.956971 2.16683 1.53647 1.35236 1.0581 0.942234 0.848918 0.982929 0.841597 1.18715 1.02729 0.822776 0.813858 0.810663
threshold=3.342730752564798 3.3697022760782955 0.34687500000000004 1.0000000180025095e-35 -0.22499999999999998 2.533010400260828 -0.52499999999999991 0.38750000000000007 0.22500000000000006 0.36250000000000004 3.5151113768375581 0.33297866047458713 0.38297866047458717 0.39174740708764877 0.074999999999999997 1.0000000180025095e-35 0.5375000000000002 3.6967622390330521 1.0000000180025095e-35 0.5375000000000002 0.51250000000000007 0.91413030679303287 3.6942656022803053 0.16000000000000003 3.6556752830605155 3.5368030955064285 3.5005956336034312 2.8153069638604364 1.0000000180025095e-35 1.0000000180025095e-35 3.7102318827680185 0.22540322580645164 0.68816001945609639 1.5000000000000002 0.52500000000000013 0.11651583710407241 3.4150731631156739 0.46096404744368102 0.22500000000000003 0.099019607843137278 0.2950000000000001 0.23000000000000004 0.28269230769230774 0.74047860581083624 0.23746867167919802 0.25866188769414583 4.4767173695485214 0.68872574916131091 3.2806961417784364 0.35000000000000003 0.13723808562876269 1.0000000180025095e-35 0.18634259259259262 0.1568375422148294 4.8341389671286441 0.39990933816863111 39.500000000000007 1.5000000000000002 3.3458790118134671 4.7846676487524258 1.0000000180025095e-35 0.7080358209915899
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 31 5 6 -5 8 -6 -10 -9 14 29 -14 -12 -15 17 -17 19 -7 22 -22 24 -24 25 26 27 -20 -27 -13 -8 32 33 -3 36 -36 40 38 -38 -40 41 44 -43 47 -33 46 -46 -44 49 51 -50 -42 -52 -51 -45 -56 58 -58 -47 -53 -41 -34
right_child=1 3 -4 4 7 18 30 10 9 -11 11 12 13 15 -16 16 -18 -19 20 -21 21 -23 23 -25 -26 28 -28 -29 -30 -31 -32 34 61 -35 35 -37 37 -39 39 60 48 42 43 54 45 56 -48 -49 50 53 52 59 -54 -55 55 -57 57 -59 -60 -61 -62 -63
leaf_value=0 -0.0093025785775191633 0.0057319545294958699 0.0097479974616291945 0.014395473677192416 -0.014068391073203006 0.017224190980937915 -0.025617268707845094 -0.019964691952294382 0 0.027938215375488983 0.021590543271876591 -0.018142780018972567 0.023923333076880913 -0.019944035634676466 -0.0045383246237045288 -0.022257498779497897 0.013844424759758075 -0.00027395924752390274 0.007222320671097549 -0.0015893122224975927 0.027706415737413326 0 0 -0.028100160754429462 0.017129408042478211 -0.0085620024255723248 0.014719057558880196 -0.010688437057663288 0.0054001389205200218 0 -0.001283105856868965 -0.019304312564733687 -0.010166858415343046 0.028732672656094617 -0.0044950736726807458 0.027036173903800774 -0.013094542461647573 0.014148648970459839 -0.017728480258305802 0.0076152944309731763 -0.020773561765114835 -0.0055259342253987055 0.0076427788998583036 -0.012158625862809082 -0.0098684274400300011 -0.0037689918809000519 0.020641281904817409 0.034916418586927254 -0.005853085828307983 0.023334860404646114 0.025701025113542469 0 0 -0.00214741834817243 -0.0014133013946033058 0.026372776654463408 0.0068725296140290174 -0.00056091174889125455 0.0050935484216724025 -0.01126321851610454 -0.0052273734593760671 0.0009392086925966496
leaf_weight=5.611130145378409 5.0291672758758059 4.9657397316768757 4.0919298445805907 1.6122684925794599 2.1156484074890605 5.8270972333848459 3.2447357894852749 3.7411215123720458 1.6283429525792597 2.4995028208941221 3.0370362750254598 8.846768205286935 1.7129201581701661 3.0036616786383084 1.9296315377578137 1.7577492138370852 2.4733328004367641 7.0533382189460099 4.8295982503332215 4.6332122636958957 2.4176208768039933 5.5370781109668314 5.2176409307867271 2.9009604472666979 3.3060965444892636 13.905731827020647 4.5119289816357186 3.8701006267219782 4.192058987915515 1.9864016361534602 1.5192079897969959 2.5168100558221331 5.8099840031936756 2.8420753292739391 1.5967524927109473 2.2805949368048459 14.39236119110137 2.6236826921813181 3.3810615027323392 9.5897938264533895 7.1357353460043695 3.9089729394763735 2.6982411011122149 2.6010852968320251 2.6660250937566143 75.423368931049481 5.846788490191102 4.8119081459008157 6.600914523471145 2.671890470199286 3.1737395408563316 12.578872953075917 2.316614184062928 1.6283762580715118 2.1959243570454423 1.5681443613721056 27.822164185810834 58.376142653170973 13.250162177719174 10.838456221157683 7.5139354895800343 224.93435016646981
leaf_count=61 53 60 47 13 49 62 85 69 34 46 58 176 32 56 22 21 42 137 54 50 30 63 69 17 43 156 52 42 43 38 34 17 64 29 23 65 156 31 51 139 46 43 58 27 35 967 64 69 85 54 49 197 33 21 38 59 379 730 162 162 78 1771
internal_value=-1.0158e-05 -8.22841e-05 0.00408258 0 -0.00122914 0.000646377 -0.00978712 -0.00439152 0.00493081 0.016255 -0.00621543 -0.00429577 -0.0073127 -0.0016469 0.010495 -0.00541444 -0.000744571 -0.00572203 0.00186047 0.00845476 0.000353868 0.0095355 -0.00125195 -0.010931 0.000895557 -0.000726071 0.00463609 -0.000132324 -0.00497632 -0.0149559 -0.0194302 0.000245246 0.00114496 0.0153621 -0.000469511 0.012996 -0.000680414 -0.0047847 -0.00645259 -0.00141448 -3.90593e-05 0.000779488 0.00987696 0.0146594 -6.82614e-05 0.000183799 0.0103905 0.0263482 -0.00370612 -0.00628001 0.00320646 -0.00920962 0.0149758 0.0126857 0 0.00939558 -0.000290096 0.00177928 -0.0023687 -0.00528572 0.00163136 0.000625023
internal_weight=654.604 644.901 9.70306 639.871 109.311 67.5253 6.37621 41.7855 6.24349 4.12785 35.542 31.8008 26.8342 16.001 4.96667 14.2881 11.2844 8.81109 61.1491 10.4603 50.6888 7.9547 42.7341 8.1186 34.6155 31.3094 13.2116 8.6997 18.0978 10.8332 4.76394 530.561 238.552 7.80782 292.009 3.87735 288.131 37.5008 34.8772 20.4848 250.63 203.686 17.7843 13.8753 185.901 183.385 8.51281 7.51015 46.9446 34.8533 12.0913 30.5531 5.49035 4.30027 6.36515 3.76407 174.872 86.1983 88.6735 23.4173 17.1037 230.744
internal_count=7516 7408 108 7355 1593 813 132 780 129 80 651 582 502 288 80 256 200 158 681 112 569 93 476 86 390 347 148 96 199 214 119 5762 1924 89 3838 88 3750 455 424 268 3295 2648 294 251 2354 2337 99 127 647 480 167 405 82 75 124 97 2238 1109 1129 359 217 1835
is_linear=0
shrinkage=0.03


Tree=265
num_leaves=46
num_cat=0
split_feature=32 3 11 43 50 32 26 3 1 11 1 26 43 50 26 40 3 3 3 31 11 26 50 26 1 39 27 1 50 50 3 26 21 3 11 50 11 1 32 3 1 43 1 32 50
split_gain=0.183222 0.827372 1.07436 1.30005 0.753032 0.402533 1.7918 0.629229 0.253976 2.24596 0.881489 1.11519 0.749974 0.682728 0.677755 0.694031 1.05949 0.637823 0.577068 1.71947 0.535585 1.27714 1.07517 0.483591 0.323796 1.41817 1.12337 0.94915 1.01717 0.878202 1.64114 1.20064 2.52504 0.353803 0.351018 1.05629 0.631981 0.329991 1.59365 1.45147 0.78655 1.55436 0.543101 0.287429 0.0462238
threshold=0.53500000000000014 0.51250000000000007 0.72836123857922808 -1.0000000180025095e-35 3.1963557881865921 0.32000000000000012 8.5000000000000018 0.46250000000000008 3.4792268092965979 0.86640860664678465 3.4948420730940497 9.5000000000000018 0.25000000000000006 2.9242685963818378 12.500000000000002 1.0000000180025095e-35 0.34687500000000004 0.36250000000000004 0.46250000000000008 0.23000000000000004 0.85377784420938962 7.5000000000000009 3.0678793895128593 8.5000000000000018 3.5401456763707917 1.0000000180025095e-35 1.0000000180025095e-35 3.5467622390330522 3.1963557881865921 3.3723414149732767 0.38750000000000007 10.500000000000002 0.31096404744368111 0.61250000000000016 0.95657970968513883 3.0678793895128593 0.95300081272349313 3.582535090627728 0.17500000000000002 0.38750000000000007 3.5953137652691347 -0.27499999999999997 3.6339835643916452 1.0000000180025095e-35 3.1963557881865921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 8 7 -7 9 12 11 -10 14 -13 15 18 -17 -14 19 20 21 -1 -23 -22 25 26 29 28 -26 30 -12 32 -32 34 36 -36 37 38 39 -29 41 -39 -42 -18 -40
right_child=1 -3 3 4 -6 6 -8 -9 10 -11 24 13 17 -15 -16 16 43 -19 -20 -21 23 22 -24 -25 27 -27 -28 33 -30 -31 31 -33 -34 -35 35 -37 -38 40 44 -41 42 -43 -44 -45 -46
leaf_value=0.018185098359008212 0.018154732258739727 0.020732161694650711 -0.019405744410601954 0.017018201858334039 -0.0063365535278031068 -0.0059052279731713333 -0.026849692737395014 0.011442469920105228 0.0022102922791827338 0.022958705332892418 0.0074042010703254373 -0.023964559852984128 0 -0.0028904852159934154 -0.0089860811992339643 -0.0021845337445883274 0.0076301780009403091 -0.017530387952396018 -0.011567816673875653 0.023361087724416335 -0.015910529249047504 -0.016569711586661765 0.0066513070777813139 0 0 0.019274549034486603 0.013038622445451835 0.014315076452447091 -0.022318153019512239 0.00922867072168841 0.012318007860547235 -0.023030922491261353 -0.018273168111166846 -0.0068361640828704662 0.018498682311010314 -0.0035216277246099613 -0.012287081666568091 0.0095384854257536244 0.021110416172501086 -0.0043862195452833716 0.0034694972350586355 -0.011992097172624585 -0.00020392780800093156 0.024047600493161955 0.0087500689026090081
leaf_weight=3.1242263242602402 2.0507985055446607 1.90496047399938 3.2656232728622845 2.1432937276549646 2.0190066453069448 3.8779266981873644 2.5347171695902944 3.1023007109761238 4.5925345327705127 4.0383375096134833 5.9216388445347645 3.9353761305101216 3.8013699194416395 3.2731097871437669 4.0841607693582764 3.5533623946830648 3.8267357163131237 3.4577787276357412 2.9269397659227243 2.7735537001863113 3.2456615902483454 3.2207101155072451 3.1750929532572627 2.8319860594347119 3.4902215637266627 3.9675763063132754 5.0832467186264685 4.4387948783114615 3.3853184818290174 4.3923652842640868 4.2418403644114715 4.7390688452869645 4.9391950867138803 6.5787246404215685 3.3734844690188757 3.4540242999792099 3.557501181960105 3.5266027357429257 3.1085715861991039 18.497539930976927 39.230039212387055 12.112822357099502 432.49365074827801 3.2125065857544541 3.5791003759950399
leaf_count=34 32 36 60 49 35 53 156 24 42 53 55 37 38 31 42 40 36 30 28 31 28 34 35 34 34 38 52 45 33 40 42 49 37 57 37 36 35 39 37 166 390 117 5089 40 30
internal_value=-1.02959e-05 0.00371797 0 -0.00543204 0.00454297 -8.68008e-05 -0.00614733 0.00107314 0 0.00211657 -0.00016475 -0.00821168 0 -0.0155418 0.00185835 0.00348148 0.00969071 -0.00858728 5.28215e-05 0.00233196 -0.00127601 0.00269752 -0.00428021 -0.00834357 0 0.00286623 0.000326841 -0.000173724 -0.0110912 -0.00217887 -0.00507043 -0.0108318 -0.0035385 -1.78094e-05 5.84329e-05 0.00672168 -1.99889e-05 5.75413e-05 0.00312855 -0.000415226 -0.000118028 -0.00669913 9.01929e-05 0.0164088 0.0158127
internal_weight=654.083 11.3837 9.47872 7.42792 4.1623 642.7 9.51494 6.98023 633.185 47.2724 585.912 11.801 43.2341 7.20849 35.9749 31.8908 10.5926 7.25915 21.2982 18.3712 15.5977 9.52003 6.3958 6.07765 574.111 33.2849 29.3174 540.826 6.87554 24.2341 19.8417 13.9201 9.18104 533.951 527.372 6.82751 520.545 516.987 29.624 22.9363 487.363 15.6394 471.724 7.03924 6.68767
internal_count=7516 212 176 144 84 7304 233 77 7071 503 6568 110 450 68 382 340 116 68 224 196 165 103 69 62 6458 313 275 6145 67 223 183 128 79 6078 6021 73 5948 5913 278 211 5635 156 5479 76 67
is_linear=0
shrinkage=0.03


Tree=266
num_leaves=63
num_cat=0
split_feature=0 49 43 42 9 38 49 1 1 49 50 1 1 3 31 50 38 3 3 43 58 14 31 3 5 14 50 1 4 1 1 31 21 31 21 21 21 14 31 42 43 50 4 50 50 42 42 42 50 0 1 14 1 42 34 14 21 42 9 14 49 14
split_gain=0.191412 0.486952 0.245903 0.322722 0.19685 1.13815 1.51103 1.26985 1.74696 2.16767 1.66119 1.21575 1.01148 1.28479 0.947215 0.889756 0.885418 1.54565 2.29615 1.50167 1.80719 1.12239 2.49991 0.9967 1.72116 0.936319 1.38932 1.19032 1.82137 1.03925 1.73088 0.898234 1.47823 1.37266 2.0688 2.34615 2.16203 1.82116 1.5809 1.48309 1.32517 1.92062 1.2844 1.15236 1.70187 1.47407 1.24224 1.41222 1.08811 1.04798 0.964445 0.941044 0.92582 0.885201 0.87502 0.863807 1.75521 2.00325 1.6639 1.50115 1.26726 1.24948
threshold=51.500000000000007 0.19000000000000003 0.25000000000000006 4.9763905204053005 0.12500000000000003 1.0000000180025095e-35 0.12000000000000002 3.4334948141752979 3.5228967779734712 1.0000000180025095e-35 2.8153069638604364 3.7753934147262185 3.6565212271721315 0.5375000000000002 1.0000000180025095e-35 1.9276964374892214 1.0000000180025095e-35 0.061553030303030311 0.17274535809018571 0.32500000000000001 1.0000000180025095e-35 0.63069358178053847 0.12000000000000002 0.080540540540540564 0.30368906455862982 0.67879188712522065 3.2806961417784364 4.8037733451769924 0.32071428571428579 4.7502366905087499 4.3539840504870346 1.0000000180025095e-35 0.468663072628004 0.16000000000000003 0.37338111951652564 0.35979424832117046 0.39821967233550748 0.61830143540669869 0.2950000000000001 3.5118030955064281 0.074999999999999997 2.9242685963818378 0.32697368421052636 3.3973861251426389 3.3361473422153938 4.7543593746311776 3.529217446389759 3.6063254455389058 3.9808339139237336 33.500000000000007 3.7467622390330519 0.58081632653061233 4.7168999848499089 4.6907213539591348 1.0000000180025095e-35 0.66354895104895117 0.37934748478142077 3.6829717644257181 1.0000000180025095e-35 0.65345368916797497 0.15500000000000005 0.62233560090702966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 7 12 10 9 54 -1 -8 14 -14 -7 -10 23 -18 -19 20 21 53 -23 25 31 26 27 28 -6 30 -27 32 48 43 35 37 -36 38 52 49 41 50 -41 44 46 -46 -33 -48 51 -39 -38 -25 -35 -20 -9 56 58 -58 61 60 -60 -17
right_child=1 2 -4 -5 16 6 11 8 15 -11 -12 -13 13 -15 -16 55 17 18 19 -21 -22 22 -24 24 -26 29 -28 -29 -30 -31 -32 33 -34 34 36 -37 40 39 -40 42 -42 -43 -44 -45 45 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 -57 57 -59 59 -61 -62 -63
leaf_value=-0.027221133422324403 -0.021745111988848612 -0.0046704036411312063 -0.010904939257167231 0.018808497138279624 -0.01505273648886277 -0.011868541271654117 -0.0030450064310528421 0.011974216501335835 0.0064429579947980426 0.03254486883821997 0 0.019608250744888461 -0.018965644810793089 0 0.0070262365176650661 -0.003309448694330485 0.022855603117576277 -0.0043309854059925363 0.021966830162620084 -0.012151320463487797 -0.0071111295460308177 -0.016658171539191108 0.015106335096897497 0.019060015764594204 0.021772494231912833 0.015662401037529593 -0.018649887640210246 -0.013383386729007426 0.013917507556936576 0.013016461409020399 -0.011179180344352033 0.011022687008679734 0.02423052815306475 0.0099439853869810278 -0.018219152963045496 0.025993122568421206 0.01039765679027988 -0.02106612001227719 0 0.0063343137044860687 -0.014028036020550286 0.025190401615698139 -0.0016903215639769698 -0.015567681617114991 0.019203422382132303 -0.0051253702738651681 -0.024885060300538751 -0.0049869380620992014 -0.016990592029228081 -0.0033056491774837811 -0.012235573166704301 0.0015715797699563745 0.035080154761090103 0.0013706409489246771 -0.0037564908196954607 -0.0032285684050075837 0.0233041304926296 0.002956912720030039 -0.012425929130549971 0.0092099403303863483 0.0018629670601569715 0.015520361441540819
leaf_weight=3.2509411750361314 1.0908653490478166 0.27049746084958293 0.58314481680281449 0.95437196514103562 2.5713641187176126 4.0914910975843686 5.349654936231671 5.9246876151300949 16.380095754284412 3.0404249927960327 4.3555563176050782 2.9914613161236048 11.920363350771366 3.563315629027783 4.981911750510335 5.232240576297043 3.4799915170297018 24.175030223093927 12.060377317480752 2.6497618127614251 4.1750308321788898 3.0585573213174921 6.4036544235423207 2.7199236685410133 3.1560896635055533 2.5962754450738421 8.0296363886445743 5.4012430226430288 5.7845222307369113 4.3152526682242742 8.1802361449226719 3.3675157055258742 2.5010515186004332 4.5963356993161124 9.5889638271182793 3.4832976236939421 2.5366589361801726 3.8110841149464276 5.6858682222664356 33.549237155355513 3.8625205270946017 3.0887978505343199 36.452928135171533 7.8853949625045052 5.0266645019873959 3.2617912627756596 3.5712706111371508 38.997026495635509 2.5113297919742754 17.646345212124288 3.8543279706500471 120.14591632247902 2.7625132091343403 3.0044978735968462 5.6770408451557159 74.414349510334432 4.9888602914288631 35.651270981878042 22.092724406626079 4.2710143895819774 6.4699745597317806 6.3425883939489722
leaf_count=29 83 38 40 90 29 57 61 74 177 36 44 27 103 38 41 43 41 306 108 23 89 43 71 30 24 33 97 70 69 44 89 31 50 42 76 41 24 32 70 378 56 38 478 90 52 30 25 424 41 137 53 1583 55 35 49 705 58 357 194 41 63 61
internal_value=-8.93687e-06 -0.00745288 0 0.00948479 1.72782e-05 -0.00067607 -0.00583074 0.000154754 0.000669901 0.0105591 -0.0116639 0.00464579 -0.00964036 -0.0142915 -0.000919231 -0.000130537 0.000413071 0.00381695 0.00243835 0.00784262 0.00996736 0.0131511 0.00408555 -0.000128589 0.000387182 -0.00480029 -0.0087722 -0.00239237 0.00415772 0.00058102 -0.00399834 0.000144744 0.0021094 -0.00112659 0.000576212 0.00235881 -0.0075068 0.00146559 0.011863 0 0 0.00637348 0.00207719 -0.00480249 -0.0030753 0.00902719 -0.00541874 -0.00690515 0.00158245 -0.00690256 -0.00229893 0.00203783 0.0208524 0.018324 0.00383514 -0.000850573 0.00116239 0.00570348 -0.00286578 -0.00639965 -0.00899018 0.00658741
internal_weight=653.837 2.89888 1.80801 1.22487 650.938 230.99 32.8982 198.092 190.485 14.6422 7.6065 8.34112 24.5571 15.4837 9.0734 175.843 419.948 59.0069 55.5269 31.3519 28.7021 24.5271 9.46221 360.941 324.063 36.8785 21.7868 13.7571 8.35589 15.0918 10.7765 320.907 127.878 193.029 130.919 107.988 22.9313 104.504 13.0447 91.4596 13.3423 9.47978 70.0022 62.1097 54.2243 8.28846 45.9358 42.5683 125.377 21.4574 6.39099 122.866 7.35885 15.0649 11.6017 159.463 85.0487 40.6401 44.4085 32.8337 28.5627 11.5748
internal_count=7516 251 168 128 7265 2258 327 1931 1858 159 73 88 239 141 98 1699 5007 716 675 369 346 257 114 4291 3860 431 265 168 98 166 122 3836 1704 2132 1480 1233 247 1192 167 1025 171 115 856 652 562 82 480 449 1654 169 77 1613 97 143 123 1522 817 415 402 298 257 104
is_linear=0
shrinkage=0.03


Tree=267
num_leaves=63
num_cat=0
split_feature=14 14 3 32 21 28 3 50 17 50 11 14 11 3 31 32 3 14 11 11 50 4 34 11 14 11 11 50 11 11 42 14 3 50 11 11 42 14 42 3 11 50 42 14 3 13 14 14 32 14 13 32 42 3 3 3 42 11 42 11 3 11
split_gain=0.190568 0.618361 0.890387 1.0225 0.527611 0.19215 1.11388 2.2162 2.04429 1.3819 1.34232 2.01188 1.5155 1.17884 2.4963 1.10654 1.38757 1.91945 0.956095 0.954561 0.921847 0.743469 1.51609 0.746407 1.60592 1.1436 0.890208 0.742 0.974885 1.55817 1.514 0.692214 0.776707 1.29339 0.688724 0.685689 0.67728 0.533239 1.45562 0.507713 0.528011 0.999945 0.884023 2.97991 2.33382 2.00292 1.99139 1.98893 1.19258 0.872106 0.77302 1.10238 0.985978 0.862482 0.938198 0.63997 1.05658 0.876491 0.553337 0.502183 0.477169 0.453506
threshold=0.79135572139303489 0.76154939587775416 0.14267985856113155 0.16500000000000004 0.41096404744368098 1.0000000180025095e-35 0.14421005268680295 2.8625437813686543 1.5000000000000002 3.0678793895128593 0.68549313361399677 0.68533452807646367 0.71002865726370568 0.38750000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.43750000000000006 0.6503424657534248 0.74390579906832077 0.71756981113521967 3.315707808323157 0.82500000000000007 1.0000000180025095e-35 0.63698012568534057 0.72860431052521457 0.62821906363916014 0.64740583720738332 2.2053316966240444 0.92279640132048468 0.93860674117103537 3.5753934147262183 0.65235814296241723 0.19139194139194141 3.0678793895128593 0.68059878154418929 0.76056169225004921 4.8981325150284176 0.67227247032221604 4.5184800837290524 0.025657894736842109 0.71588857454678612 2.4194005465518993 4.3038690757349274 0.70194102276969028 0.10275263951734541 0.90000000000000013 0.73192508710801396 0.70678160919540234 0.15000000000000005 0.74679434489561081 0.70000000000000007 0.16500000000000004 4.6907213539591348 0.072751322751322761 0.080540540540540564 0.15606708256315469 4.4982196723355088 0.68816001945609639 4.8037733451769924 0.64684752799422152 0.16936182493187088 0.72836123857922808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -2 21 7 18 -9 -10 11 -8 -12 14 -14 27 -17 -18 19 34 59 23 -23 24 25 -1 -25 -15 30 -30 -29 32 36 -34 -7 -33 -16 38 -11 -28 41 55 43 44 -43 48 -45 -47 -44 50 53 58 -53 -42 -55 56 57 -41 -52 -13 -57 -40
right_child=4 2 3 -5 -6 6 10 8 9 37 12 20 13 15 31 16 17 -19 -20 -21 -22 22 -24 26 -26 -27 39 28 29 -31 -32 35 33 -35 -36 -37 -38 -39 61 40 49 42 45 46 -46 47 -48 -49 -50 -51 51 52 -54 54 -56 60 -58 -59 -60 -61 -62 -63
leaf_value=-0.0079477679187139622 0 0.0022248198457406059 -0.0023056683285243734 -0.026497045416141358 0.017087664864511579 0 0.033329681393769149 0.024834670381216166 0.01566230017972077 0.012324359292288423 -0.0149656504548921 0.0045147764470480044 0.028228781248661503 0.0059605146084552932 0.019268251143084059 -0.0058990492405354223 0.022253676677267551 -0.0026909097193462063 -0.019143223764737295 0.0069310273614612153 0.018071183934227575 0.013492436768102143 -0.016634812710872623 -0.013004761270120261 0.029873334879260992 0.013882227099239261 -0.011590088215640228 -0.010485568360461363 -0.02003246814481421 0.0012285148679930008 0.006785385085531794 0.0010362929611625485 -0.014708683749610903 0.0045483588318444316 -0.015961504814667883 0.019480882702121293 0 -0.016839397483527824 0 0.0042116204087014782 0.010878354401898979 0.015987210085431171 0 0.036674663516992431 -0.006521615072325208 0.014104049015010316 0.0068447231547887292 -0.01340596802921285 -0.017204711181774222 -0.01333241960535919 -0.0041343915977135465 0.0042585824217335391 -0.013326056381440674 -0.010127922003518379 0.00013111052191925489 -0.02197625629824634 0.015135607587102511 -0.017490377125912331 0.0079759989470709614 -0.01313352204375676 -0.0029585421972533701 -0.018896794544998614
leaf_weight=4.724381229374556 3.9526149164885274 4.8892354955896717 4.4519565692171454 2.9750259639695287 2.0040250301826745 4.1296428069472331 2.9579381048679334 3.3071940313093373 3.4548218436539182 3.7402237756177765 4.4528182041831306 2.4472934417426586 4.2128805490210679 5.8749406337738028 2.6493179295212093 4.8942675292491904 6.6688832752406579 3.9398483708500862 6.9051274330122387 3.8641265970654777 2.4391957251355052 1.5989103387109924 6.0398968271911144 4.6717701195739201 2.1371233956888309 3.5567269013263285 3.2322173267602912 7.8781217113137307 7.4900236725807172 4.3213632106781006 10.185172919183968 4.6766390069387835 5.7640364374965412 5.8178403526544571 6.0500559126958251 3.8747305627912283 4.0796108585782349 2.6719499463215461 2.8059761989861727 2.7161276410333794 6.3643547762185326 5.9794564722105923 9.5994155621156079 4.2847986784763616 12.226724525913594 11.719738875282927 4.9713059850037098 2.5681958450004467 5.8885567151010045 4.4839711906388393 6.4859577002935129 2.9007944483310011 13.994205988943575 7.9988791383802882 351.35434923542198 2.3852037312462917 2.9211247060447931 2.9860889576375484 6.2018004609271884 2.4152458687312901 4.0533014563843608 2.9722328037023544
leaf_count=79 54 51 58 35 43 39 47 40 32 43 40 34 62 44 35 33 58 25 85 51 33 44 100 67 37 48 30 59 44 30 77 45 41 53 67 35 55 25 32 41 56 53 113 47 130 198 50 35 98 53 139 41 175 86 3936 32 50 25 122 27 59 40
internal_value=-7.18821e-06 -6.62929e-05 -0.0066739 -0.0132234 0.00523462 5.44834e-05 0.00105626 -0.00308196 0.00411043 -0.000149909 0.00282237 0.013055 0.0015164 0.00251467 0.00711062 -0.00017211 0.00634698 0.0125563 -0.00984991 -0.00465466 0.00337228 -0.000209235 -0.00937998 -5.03919e-05 0.00780088 0.000827002 -0.000236478 -0.00318563 -0.00521142 -0.0118634 -0.000450976 0.00339274 0 -0.00461317 -0.00967935 0.0103336 0.00804363 -0.0052959 -0.00115825 -9.29473e-05 0 0.00234614 0.00420794 0.0080841 0.00063837 0.000402717 0.0217716 0.0086283 -0.00681633 -0.000436302 -0.00026818 -0.00491994 -0.00994137 9.41858e-05 -8.60655e-05 -0.00429835 0.000430205 -0.0063441 0.00135155 -0.00323858 -0.0113575 -0.0110095
internal_weight=653.26 647.303 12.3162 7.42698 5.95664 634.987 136.942 39.9014 18.9524 15.6452 97.0402 10.2597 86.7805 82.3277 31.0751 51.2526 15.503 10.6087 20.949 14.0438 7.30174 498.045 7.63881 490.407 10.4182 8.28111 479.988 35.7496 29.8747 11.8114 18.0633 26.8622 18.3108 11.5819 10.1797 8.55137 6.72893 12.1904 9.51843 475.317 472.084 72.3 57.2382 27.4623 18.2062 29.7759 9.2561 14.2879 15.488 399.784 395.3 29.5828 16.895 365.718 359.353 15.0618 8.62334 5.70222 12.6878 4.86254 6.43851 5.77821
internal_count=7516 7419 144 93 97 7275 1331 454 212 172 877 141 736 696 326 370 116 83 242 157 94 5944 144 5800 164 127 5636 254 210 74 136 264 184 94 106 80 90 140 115 5569 5539 931 724 280 183 444 97 233 211 4608 4555 477 216 4078 4022 207 116 66 261 61 91 72
is_linear=0
shrinkage=0.03


Tree=268
num_leaves=63
num_cat=0
split_feature=0 49 43 0 25 31 32 31 32 11 34 4 11 43 24 21 11 32 11 26 33 11 4 4 0 0 11 45 11 2 50 28 49 11 49 28 32 4 11 50 32 32 4 43 11 45 25 45 28 32 32 21 11 50 17 31 50 50 31 11 21 26
split_gain=0.185493 0.468562 0.231851 0.195323 5.12861 2.12636 2.11973 2.649 2.20825 1.77341 1.36077 0.745816 0.480978 0.321841 2.5813 1.4821 1.38443 1.06944 0.622573 0.673625 1.16107 0.64941 0.419246 1.53963 0.980233 3.92683 0.951647 1.79452 2.54455 1.9561 1.53081 1.15676 1.09672 1.05561 1.59724 1.1907 1.42021 1.16057 1.02459 0.848803 0.781152 0.879805 1.9449 1.21506 1.62338 1.12378 0.71379 0.602391 0.387909 1.33715 1.686 1.08667 1.63976 1.18236 1.6073 0.847314 0.768422 1.19831 0.67315 1.16025 1.59265 1.39631
threshold=51.500000000000007 0.19000000000000003 0.25000000000000006 49.500000000000007 1.0000000180025095e-35 0.12000000000000002 1.0000000180025095e-35 0.16000000000000003 0.17500000000000002 0.76801493146068267 1.0000000180025095e-35 0.39212852771166279 0.76556453498735244 -0.47499999999999992 1.0000000180025095e-35 0.40797866047458708 0.7341930616099307 0.17500000000000002 0.70194729965171965 9.5000000000000018 1.0000000180025095e-35 0.89823272698808532 0.2556561085972851 0.28062500000000007 29.500000000000004 24.500000000000004 0.74963369197230545 1.5000000000000002 0.76056169225004921 3.5000000000000004 2.8153069638604364 1.0000000180025095e-35 0.32500000000000007 0.73078423933237657 0.15500000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.45497311827956993 0.73610271519268089 3.3361473422153938 0.25000000000000006 1.0000000180025095e-35 0.30901856763925734 -0.27499999999999997 0.71756981113521967 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.17500000000000002 0.38106299493423201 0.94140860664678472 3.3973861251426389 1.5000000000000002 0.23000000000000004 2.7815080780430619 3.2806961417784364 0.28500000000000009 0.91667064739399207 0.32737492952308866 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 13 5 10 7 -7 12 -10 -5 -12 -8 14 17 16 -16 -1 -19 21 -21 -20 24 39 25 -15 32 28 30 -29 -28 -30 33 40 35 37 -37 38 -35 -24 41 42 -25 46 -45 -44 -43 -34 58 51 56 53 -53 54 -50 -56 -51 -58 -26 60 -60 -61
right_child=1 2 -4 4 -6 6 8 -9 9 -11 11 -13 -14 22 15 -17 -18 18 19 20 -22 -23 23 26 48 -27 27 29 31 -31 -32 -33 47 34 -36 36 -38 -39 -40 -41 -42 43 45 44 -46 -47 -48 -49 49 50 -52 52 -54 -55 55 -57 57 -59 59 61 -62 -63
leaf_value=-0.010739842301636451 -0.021547732766556645 0.0092213887304907101 -0.010661537556993757 0.0011987667402396857 0.031555306018222255 -0.011939487570086437 -0.013974112081574426 0.029858674946060326 0.027026363392173219 0 -0.027119063255845517 -0.0078423532395762979 -0.0021506866366288063 -0.0080081106629593529 0.0052368158356415903 -0.0034990696813769653 0.030162186776803972 -0.0086226866356839474 0.0072259682766964558 0.023373033514808111 0 -0.0085222545730120319 -0.0051264434398402567 0.017497138089593564 -0.0011297291840076178 0.029535020542125125 -0.027835080107377629 -0.030459894807423647 0.010109634149961116 -0.0049787025723383189 -0.00080714443477767782 -0.0059623400962542207 -0.016187074285879888 0.018536409544996933 0.024587916956811659 0 0.030130979848773738 -0.017491923304488819 -0.0011698291042315876 -0.02305570321721816 0.016400678280997165 -0.013141785096064933 -0.002500866311669655 0.0018128677086801819 -0.013425370104821435 0.0085685456235537836 0.0010264564595424267 0 0.015513389640582811 0.027452158348091674 -0.00067354813795128272 -0.01274980740432192 0.0077435627582610328 0.017030028658511196 0.0057524271979312999 -0.0077331210951914579 -0.00038647893447085426 0.019883266347787785 0.0055834197260308778 0.016792713316865094 -0.008662380495564866 -0.00024962370852434426
leaf_weight=9.1785654444247502 1.0673145258333527 1.2128485993016509 0.57881046575494099 4.9387274421751473 4.5404787487350395 1.5266828350722814 6.3871563654392967 4.6886885398998857 3.4939933270215988 4.7027206998318434 4.1284720283001661 5.6408367194235325 8.8253408819437009 4.8273161109536868 4.4857987351715547 2.7837952859699717 5.1023266389966011 3.9265845958143499 4.0474266856908816 3.344937451183795 3.8278535041026771 4.8555927220731974 8.9189600339159352 6.4344762396067372 232.77498431131244 4.5280936136841774 3.7207544781267661 4.1799183581024382 14.341576391831042 9.4287759992294014 4.5943332128226757 4.9204844683408728 5.1467358195222905 2.7301944270730081 3.6696363128721705 2.7227519699372342 2.5935552883893251 2.9221172500401726 10.23959375079721 3.9795816820114842 2.3028820487670592 12.931863153353335 34.843837813939899 41.166734447469935 7.1896954244002691 10.590349612291901 3.1951443464495233 2.8302726857364178 4.6285805641673567 3.6259975284338006 10.101715601980686 12.236603684723379 4.3563669323921195 4.1254286048933855 5.2301018303260234 14.30475872568786 4.6780633274465782 4.5029623648151755 15.447892258642243 9.2304420247673971 12.537543734535573 6.7405737694352856
leaf_count=114 83 128 40 55 118 17 56 158 34 43 35 55 77 41 60 24 50 51 39 29 51 34 76 82 2649 39 27 60 117 132 41 32 60 37 43 38 22 45 112 32 46 137 530 473 65 242 45 53 47 32 73 78 31 39 47 100 34 42 149 77 90 50
internal_value=-5.82678e-06 -0.00738243 0 1.96555e-05 0.00184723 -0.00118875 0.00328896 0.0186044 -0.000646447 0.0114567 -0.0105332 -0.0169711 -0.00762111 -0.000119542 0.0024048 0.0138426 0.0194591 -0.00230151 0.00134161 0.00422013 0.0109971 -0.000702325 -0.000318542 -0.00140044 0.000293504 0.009773 -0.000689963 -0.0047329 -9.08764e-05 -0.0135676 -0.0139757 0.00567668 0.000374294 0.00101984 0.00661705 0.00302665 0.0151014 -0.000777353 0.00274133 -0.0113838 -0.000112382 -0.000518276 0.00232197 -0.00289577 -0.000375171 0 -0.00998904 -0.0102483 1.3165e-05 0.00206022 0.00795016 -0.000834987 -0.00698398 0.00258484 0 -0.00379687 0.0151193 0.00912747 -0.000467759 0.00289112 -0.000602038 0.00931482
internal_weight=652.757 2.85897 1.79166 649.898 48.8731 44.3326 29.6246 6.21537 23.4092 8.19671 14.708 9.76931 15.2125 601.025 41.5529 12.3719 9.58813 29.181 20.0024 16.0758 7.17279 8.90302 559.472 205.594 353.877 9.35541 192.696 41.1858 27.5771 13.6087 8.31509 19.2621 151.51 143.533 24.8778 21.2082 5.31631 15.8919 12.9698 12.8985 118.655 116.352 51.8687 64.4834 48.3564 45.4342 16.127 7.97701 344.522 67.7906 22.9087 44.8818 16.593 28.2889 24.1634 19.5349 12.807 9.18103 276.731 43.9565 27.9854 15.971
internal_count=7516 251 168 7265 648 530 385 175 210 77 145 90 133 6617 452 134 110 318 204 153 80 73 6165 2547 3618 80 2439 409 217 192 68 149 2030 1917 297 254 60 194 149 108 1620 1574 854 720 538 772 182 113 3538 523 181 342 109 233 194 147 108 76 3015 366 239 127
is_linear=0
shrinkage=0.03


Tree=269
num_leaves=41
num_cat=0
split_feature=14 14 3 1 31 1 42 12 14 3 3 3 14 14 31 14 42 1 31 11 3 1 43 14 1 46 14 40 3 3 3 47 11 47 50 11 50 50 12 12
split_gain=0.187838 0.579253 0.842111 0.45327 0.328741 0.311152 0.654422 0.253077 0.253023 1.58755 1.69149 1.28022 0.290666 0.753997 0.96225 0.636332 0.583603 0.918401 0.567869 0.457842 0.269933 1.48128 1.54405 1.82523 2.01164 1.03146 0.746595 0.86723 0.756025 0.459362 1.35609 1.26429 1.10207 1.82324 0.899573 0.690239 0.563191 0.368407 0.885376 0.783971
threshold=0.79135572139303489 0.76154939587775416 0.14267985856113155 4.1540786642591003 1.0000000180025095e-35 3.9303249852141158 3.6661845113717573 0.65000000000000013 0.74443344878772899 0.36250000000000004 0.17274535809018571 0.10620300751879701 0.73827838827838843 0.73511693834160186 0.12000000000000002 0.73192508710801396 3.6286845113717572 3.8799219637891658 0.23000000000000004 0.88606640057007624 0.079473684210526321 4.8218426205347829 -0.47499999999999992 0.67879188712522065 4.3912231078741621 1.0000000180025095e-35 0.60826939471440766 1.0000000180025095e-35 0.074537037037037054 0.10275263951734541 0.11651583710407241 3.5000000000000004 0.73880788565247513 4.5000000000000009 2.9242685963818378 0.69469025779542171 3.2806961417784364 2.4194005465518993 0.47500000000000003 0.52500000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -2 8 12 10 11 -10 13 15 -15 20 -14 -18 -16 -17 21 22 -1 24 -24 -25 -23 28 -28 31 35 36 33 -33 -34 -31 -22 38 -32 -39
right_child=5 2 3 -5 -6 -7 -8 -9 9 -11 -12 -13 16 14 18 19 17 -19 -20 -21 29 26 23 25 -26 -27 27 -29 -30 30 37 32 34 -35 -36 -37 -38 39 -40 -41
leaf_value=-0.019398089659865139 0 0.0021355709587769262 0 -0.023884837086054621 -0.013456441877720691 -0.00089427902107973734 0.022639874611061823 0.0073759434049754042 0.015171073236835756 -0.012508369264637512 0.030809426266218087 -0.0091772352396828401 -0.011501152700903421 0.018759899001013738 -0.0093566273937695406 -0.017318999915367828 0.0096829983788311175 -0.00745670815190899 0.0083543539046543377 0 0.0024046665527847999 0.002203085955224289 -0.022790115167643836 0.025680264105058657 0.0024508815777815403 0.0027328360555293838 0.0036082518340798501 -0.026347354454658106 -0.014418939638123849 -0.023996914618321076 -0.00016370473565937752 -0.0079010845315748701 0 0.015147401291504563 0.018497255435164991 -0.0032282274925258328 0.021603159372715033 2.4705038009720244e-05 -0.0077968942996985043 0.0040533934263876185
leaf_weight=2.7372199576348057 1.6541487141512328 4.8843343043699843 2.614513186737895 2.4432814363390207 2.3012380674481392 2.4786390750668943 1.815825098659843 4.0177165642380706 3.4988912390544993 3.3278044611215583 2.5334908403456211 3.7010018797591329 5.7816711114719537 4.1659627761691791 2.776871738024056 3.1104648662731043 4.8518158565275353 6.1468393849208951 3.3886063224636018 3.4639599863439798 3.2293562614358953 2.4883345849812022 3.1186897885054412 4.099890373647213 18.53337892331183 4.2053159195929748 2.9027969418093544 3.5813634097576141 4.4880731701850891 2.9040178684517732 87.428852219833061 16.546393077820547 6.1172902202233654 3.4724236922338596 4.3585016131401062 4.3673064466565847 4.1895494246855378 337.3519328716211 16.42435968213249 50.246674125082791
leaf_count=37 27 51 34 28 31 31 39 29 45 39 39 44 51 59 29 38 50 57 37 33 40 31 33 35 205 49 33 40 62 35 1016 215 68 45 60 39 48 3758 366 510
internal_value=-5.94201e-06 -6.4794e-05 -0.00647903 -0.0128957 -0.00554065 0.00520166 0.0110024 5.16981e-05 0 0.00410264 0.0105234 0.00193459 -8.55415e-05 1.4093e-05 0.00797916 -0.000118015 -0.00395787 0 0 -0.00926015 -1.45023e-06 -0.0022078 0.00108726 0.00327421 -0.00108548 0.0151038 -0.0105492 -0.0139659 -0.00663974 0.000177889 -5.28645e-05 0.00335505 0.000416949 -0.0034961 0.00838206 -0.0127462 0.0143163 0.000127846 -0.00144122 0.000564261
internal_weight=651.749 645.8 12.2434 7.35903 4.91575 5.94861 3.46997 633.557 629.539 13.0612 9.73338 7.19989 616.478 599.698 10.3314 589.366 16.7803 10.9987 6.16548 6.57442 582.792 46.1551 32.6945 29.9573 21.6521 8.30521 13.4606 10.9722 7.39087 536.637 498.723 37.9135 30.4946 20.0188 10.4758 7.27132 7.41891 491.452 103.853 387.599
internal_count=7516 7419 144 93 65 97 66 7275 7246 167 128 89 7079 6921 125 6796 158 107 66 71 6725 525 359 322 238 84 166 135 95 6200 5724 476 388 260 128 74 88 5650 1382 4268
is_linear=0
shrinkage=0.03


Tree=270
num_leaves=45
num_cat=0
split_feature=14 14 1 4 21 12 48 12 11 4 42 1 5 1 11 21 50 14 35 53 50 50 14 50 14 21 5 14 11 50 50 50 1 50 11 4 4 1 4 4 14 1 50 1
split_gain=0.174183 0.547868 0.541615 0.51325 0.487233 0.238739 0.248161 1.31566 0.31564 1.79458 1.3795 2.38369 1.86063 1.50819 1.22924 1.20704 1.19292 0.898928 0.843256 0.783022 0.682665 0.669272 0.857299 0.66148 0.618734 0.606294 0.606236 0.910161 0.586155 2.67345 0.559058 0.536007 0.498549 0.374732 1.04174 0.988913 1.3581 1.07331 0.835583 0.34957 0.336955 0.318554 0.0434327 0.0303064
threshold=0.79135572139303489 0.76154939587775416 4.5979312839442175 0.72500000000000009 0.41096404744368098 0.65000000000000013 1.5000000000000002 0.52500000000000013 0.68549313361399677 0.22540322580645164 4.1418756957665641 3.9981547678983662 0.21583850931677021 4.3751111872189599 0.65632832535518404 0.49043771922402912 2.533010400260828 0.66565040650406515 1.0000000180025095e-35 1.0000000180025095e-35 3.7827539512008141 2.9797363981426757 0.73795005807200942 3.315707808323157 0.71682389937106927 0.39209185988959427 0.28759398496240607 0.67700320512820522 0.69243301287598646 3.315707808323157 2.9797363981426757 3.0678793895128593 4.5533537917988118 2.9242685963818378 0.69858908400027009 0.49509803921568635 0.43625902544818601 4.7168999848499089 0.48884803921568631 0.29864864864864871 0.66012820512820525 4.5533537917988118 2.7040907083446837 4.3391259730569631
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 43 -2 6 8 -8 9 17 11 14 24 18 20 19 -15 -1 42 26 21 22 -11 -18 -13 -23 28 31 29 40 32 -28 -21 35 -35 36 -30 -37 -36 -14 -10 -32 -12 -3
right_child=4 2 -4 -5 -6 -7 7 -9 15 10 13 12 39 16 -16 -17 23 -19 -20 30 -22 25 -24 -25 -26 -27 27 -29 33 -31 41 -33 -34 34 38 37 -38 -39 -40 -41 -42 -43 -44 -45
leaf_value=0.028802718233824433 0 -0.018942709500178671 0.0041940801777518247 0 0.016390496913509495 0.007162875640778373 -0.016212324772813147 0.0040890318297284577 -0.011142432429880493 0 -0.008739889341517362 0.035933033841843542 -0.0014956439904808285 -0.011733515597975841 -0.024493227667335655 -0.019472109805754183 0.020177400558768124 0.0027916509026517104 0 -0.026178892817242266 0.01621053627650753 0.0045818408075798461 0.021943354281795092 0 0.011350809927563999 -0.0090203772337434426 -0.0057939187827787866 -0.012684334891427913 0.0012541513788936046 0.035844192742202949 0.0071431363256883136 0.0071064738934786221 -0.0025797965425330442 -0.017264931067160916 -1.8571778785297954e-05 0 -0.008621432306302983 0.023318185336202245 -0.0094378328907102921 0.0093567627839417546 0.0030268648041664181 -0.0087432579053839422 -0.025702286495101302 -0.0073918597773049016
leaf_weight=3.0159464674070469 3.9488856848329297 3.2342183291912061 2.556928450241684 3.1339117269963026 2.0064646597020328 4.0190397575497618 4.7461353018879873 5.9764682799577713 2.222617879509925 9.3291430608369499 1.7467763652093724 3.1050187209621063 4.5393686145544034 3.2997921332716924 1.7635807013139118 2.6941234515979877 2.7505839979276061 2.8945532254874706 2.302310504950583 2.1859082970768196 1.9755109231919039 3.1632879674434653 1.7628566734492768 2.6560267498716712 2.9632113659754395 11.433065709192304 5.7233049198985118 8.0141270458698255 225.84181820461527 2.089249306358397 2.0606748657301068 5.4149034842848778 2.2692501563578844 3.1441935524344435 256.95341416122392 2.9161143144592634 12.973412390565498 3.4851453453302383 8.6148366834968311 4.385150209069252 2.8782267132773995 2.0414764620363712 4.0015261964872479 3.2751955362036824
leaf_count=39 54 38 23 47 43 29 31 41 29 171 31 46 31 51 34 27 39 32 32 30 31 53 32 40 34 175 36 50 2670 35 30 39 39 43 2758 33 166 47 93 34 42 35 67 36
internal_value=-5.54676e-06 -6.26069e-05 -0.0063118 -0.00973561 0.005006 5.02554e-05 0 -0.00447994 8.16915e-05 0.00202763 0.000377466 0.00323612 0.0129324 -0.00679533 -0.00155538 -0.000144789 0.00125986 0.0175545 -0.0160533 -3.19264e-05 0 -0.0012845 0.00392056 0.0103959 0.0256315 -0.00564494 0.000101303 -0.00509539 0.000305685 0.00871164 -0.00893883 0 -0.0160748 0.000173068 -0.000586459 0.00102962 0.000685801 0.0125383 -0.000353574 0.00326743 -0.00220276 0 -0.0220237 -0.0144188
internal_weight=651.508 645.552 12.2003 9.64333 5.95535 633.352 629.333 10.7226 618.611 67.0877 61.1772 44.4202 14.9927 16.757 29.4274 551.523 8.7064 5.9105 8.05061 548.829 27.6639 25.6884 11.092 5.40661 6.06823 14.5964 540.271 19.1523 521.119 7.19009 8.55731 11.1382 4.45516 513.929 268.712 245.216 238.815 6.40126 265.568 8.92452 5.10084 4.10215 5.7483 6.50941
internal_count=7516 7419 144 121 97 7275 7246 72 7174 972 901 641 145 260 496 6202 130 71 130 6175 462 431 203 79 80 228 6041 125 5916 106 134 75 69 5810 2894 2916 2836 80 2851 65 71 65 98 74
is_linear=0
shrinkage=0.03


Tree=271
num_leaves=50
num_cat=0
split_feature=0 49 43 42 1 4 50 1 34 14 1 14 50 42 1 1 5 4 32 14 4 1 3 3 1 0 1 4 26 13 4 26 11 47 11 4 4 4 42 4 1 1 43 14 14 11 50 11 14
split_gain=0.171439 0.458136 0.225238 0.314111 0.191061 0.55995 0.862952 0.194234 1.30895 0.886651 0.679489 1.58471 0.315744 0.276301 1.10027 0.489876 1.36751 1.05691 0.824166 0.581693 0.577781 0.432178 1.81638 3.236 1.9387 1.79094 1.79018 2.81273 2.19683 1.36635 0.554657 0.40267 1.8796 1.39938 1.13029 0.575571 2.67975 1.46905 1.43838 1.42928 1.10737 0.438088 0.341458 0.344699 0.298044 0.231552 0.134652 0.05684 0.0207441
threshold=51.500000000000007 0.19000000000000003 0.25000000000000006 4.9763905204053005 5.1200721840520744 0.45049019607843144 2.9797363981426757 5.0538212618648695 1.0000000180025095e-35 0.63667496886674979 5.0186495125046582 0.62814267756128228 3.3361473422153938 5.0005279307147701 4.9769325775086912 4.8859497000344776 0.025657894736842109 0.46966911764705888 1.0000000180025095e-35 0.64956140350877212 0.37377450980392163 4.7502366905087499 0.1250550660792952 0.1568375422148294 4.8218426205347829 49.500000000000007 4.8006355995216721 0.34891304347826091 7.5000000000000009 0.90000000000000013 0.44949869224062777 12.500000000000002 0.93134835368155466 4.5000000000000009 0.87795077387660703 0.43625902544818601 0.52142857142857157 0.42286737353894377 4.4569558664948525 0.41172122951176043 4.6335050209865818 4.4377836390644063 0.25000000000000006 0.63667496886674979 0.66565040650406515 0.73880788565247513 3.0678793895128593 0.76190747543345394 0.61152570480928703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 6 -6 10 12 48 13 -12 -9 14 15 21 17 18 42 -18 -20 31 26 29 45 -26 27 -23 -28 46 -30 35 33 34 -33 37 40 39 -38 -1 -37 -35 43 -17 -34 -25 -24 -22 -10
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 11 -13 -14 -15 -16 16 19 -19 20 -21 47 22 23 24 25 -27 28 -29 30 -31 -32 32 44 41 -36 36 38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50
leaf_value=0.00046078054826619665 -0.021341029517263094 -0.0046395833087524421 -0.010383839627040146 0.018519973900056698 0.021751440831845388 -0.0062545356735506418 -0.00097208416965968031 0 -0.0021093934987782494 -0.017506106243449459 -0.0025127374375317271 0.024614251688667814 0.022333359908159853 -0.0075648875070750375 0.016985584100798052 0 -0.0037231285297209702 0.015359393047915821 0 -0.020699410410831835 -0.0061527875226498286 -0.0087184709397787313 0.017900793560184338 -0.0022738099233214001 0.022526924355215205 -0.008854964522416681 0.013268833661680723 0.02485742690818268 -0.014335634079982231 0.0029844333968871849 -3.590588278489529e-05 -0.0065386383459081002 -0.00755569000655481 0.017627703053767509 0.004115506600775737 -0.0050640617336448366 -0.00025010559539554469 0.017838211643438528 0.021486660331333438 -0.020214734429991651 -0.022755968104350929 0.00073034464615319417 -0.0023455208620225864 0.018239160776296608 -0.02586239244169148 -0.016901341267447759 0.035592046255366043 -0.016753401542413622 0.0011735393967152736
leaf_weight=415.1767921987921 1.0436898599145927 0.26993855088949181 0.57455434463918198 0.9422596642980352 2.6835511242970815 1.9943654602393506 2.1419648258015513 1.3754670266061997 3.0521949864923954 5.0701501220464706 3.7635006671771398 3.1210138597525656 1.4424957698211072 4.1765871467068783 3.2131146024912587 2.150615054182718 4.6710857525467855 3.3593584643676868 4.831041591241954 4.7661580853164196 3.8853210043162107 3.7424693917855638 3.6525728311389702 2.7475796872749907 4.042446207255125 2.1874369978904724 3.5712800314649966 4.5813588239252567 13.603333916515114 3.4235001015476882 4.005306478124111 25.835579141974449 3.024042773526161 4.1271632257848969 12.793893180554731 8.3314375197514874 36.90101661789231 4.1611630055122069 2.7216817643493405 2.8225140273571006 6.6627224860712877 3.2210706425830722 1.9445211109705267 2.2636289931833744 2.9953281050547957 4.0632086852565408 3.6431043427437544 3.563386008143425 2.8488706275820732
leaf_count=4317 83 38 40 90 41 29 35 32 30 53 46 38 33 55 35 35 33 44 54 31 42 32 36 38 55 30 42 55 145 48 52 322 26 57 159 126 609 43 30 32 75 29 34 41 36 33 34 32 31
internal_value=-5.84082e-06 -0.00713103 0 0.00918731 1.82028e-05 0.00494596 0.0108337 -2.63574e-05 -0.00352823 -0.00855252 4.21094e-05 0.00928575 0.0133153 -5.36862e-05 0 -9.48516e-05 -0.00373539 0.000124465 -0.00243685 -0.013171 -0.00716006 9.26794e-05 0.00266956 0.00885793 -0.00077999 0.0106423 -0.00213812 0.00920713 -0.00692192 0.0209322 -0.0114568 -0.000156459 -0.00266266 -0.000432769 -0.00285249 0.000105288 -0.00277056 0.000492692 0.00119274 0.000297222 -0.0135165 0.0112313 0.00570976 0.0105064 -0.0181688 -0.0120894 0.0282494 -0.0123139 0
internal_weight=651.187 2.83044 1.78675 1.2122 648.356 6.81988 4.82552 641.537 13.7892 10.9712 627.747 6.88451 2.81796 620.863 616.686 613.473 31.4351 21.9979 18.6385 9.43724 12.2797 582.038 53.2636 23.7598 13.0407 6.22988 29.5037 8.32383 21.1799 10.7192 17.6086 528.774 51.9971 45.9777 38.6295 476.777 54.6169 422.16 39.6227 417.999 14.9942 7.34823 6.35877 4.41424 6.01937 6.81079 7.29568 7.44871 5.90107
internal_count=7516 251 168 128 7265 105 76 7160 179 114 6981 84 65 6897 6842 6807 346 282 238 64 128 6461 600 274 156 85 326 87 239 118 197 5861 629 567 481 5232 840 4392 639 4349 201 86 110 76 62 71 70 74 61
is_linear=0
shrinkage=0.03


Tree=272
num_leaves=63
num_cat=0
split_feature=27 17 47 31 3 50 31 34 39 4 3 31 3 31 4 1 31 12 31 4 1 35 42 1 1 42 3 1 50 3 50 3 3 3 50 42 3 31 42 42 48 31 1 1 48 31 48 47 3 12 3 34 1 50 12 3 1 42 42 50 43 42
split_gain=0.180364 0.828479 0.996763 0.830637 1.89504 1.23933 1.54908 0.873008 0.647951 0.878206 0.991608 0.899404 0.748563 1.04874 1.09633 1.04211 1.42179 0.943418 0.971381 0.805164 0.771254 0.609152 0.579826 1.4892 1.19744 1.00616 0.556033 0.52506 0.510426 0.44737 0.415472 1.01388 0.971186 1.66166 1.06472 1.30564 1.2125 1.52719 1.33809 1.40916 1.1455 0.982874 1.1976 2.65899 1.18328 1.63765 1.04396 0.979026 0.97078 0.93433 1.68078 2.0121 1.56265 1.17263 2.68148 1.89915 1.55533 1.39853 1.56786 1.12479 1.04187 0.922995
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.28500000000000009 0.13723808562876269 3.1963557881865921 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.40369821642258824 0.1250550660792952 0.12000000000000002 0.48750000000000004 0.12000000000000002 0.40369821642258824 3.7065212271721317 1.0000000180025095e-35 0.4250000000000001 0.2950000000000001 0.29864864864864871 3.6253934147262181 1.0000000180025095e-35 3.4150108188193578 3.4904342711995948 3.6656344265871392 4.3298514159003032 0.38750000000000007 3.6467622390330523 2.8625437813686543 0.1568375422148294 3.3973861251426389 0.1236388219978657 0.03509852216748769 0.048809523809523817 3.315707808323157 5.0005279307147701 0.5375000000000002 0.2950000000000001 5.0009086044551614 5.0406221800092199 1.0000000180025095e-35 0.28500000000000009 4.8726189978199859 4.6641525978018654 1.0000000180025095e-35 0.16000000000000003 1.0000000180025095e-35 4.5000000000000009 0.17573529411764707 0.32500000000000012 0.31936274509803925 1.0000000180025095e-35 3.9303249852141158 3.3536489182451987 0.4250000000000001 0.12060606060606062 3.7385744636323821 3.7217279394998188 4.4982196723355088 3.3536489182451987 0.12499999999999999 3.4540245904193845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=30 3 -3 5 -5 7 -7 -2 12 10 -10 -12 13 15 17 20 19 22 -19 -17 26 -14 -15 -24 -25 -26 -4 -6 -21 -16 32 -32 -1 -34 36 49 38 40 41 -40 -38 42 43 -35 45 -45 61 -41 -44 50 52 59 -36 55 57 -51 -56 -55 -59 -52 -60 -43
right_child=1 2 8 4 27 6 -8 -9 9 -11 11 -13 21 14 29 16 -18 18 -20 28 -22 -23 23 24 25 -27 -28 -29 -30 -31 31 -33 33 34 35 -37 37 -39 39 47 -42 46 48 44 -46 -47 -48 -49 -50 53 51 -53 -54 54 56 -57 -58 58 60 -61 -62 -63
leaf_value=0.0093822308197433237 0 -0.0066141569354749687 0.01144098600544078 -0.012645256580635457 0.0013173077153247799 0.011092887092795798 -0.013600188401148607 -0.018419419062041892 -0.018408742214392766 0.0095559297351376291 0.011225220853058744 -0.0063021146457241791 -0.0049531287739501498 0.03003583308544485 -0.0038954823767149492 -0.0092496369700788769 -0.023682313106461288 -0.0029275271568280428 0.016013602394800562 0 0.018524507364324382 0.0068060369323978496 -0.007948968705462094 0.029341992602928524 -0.0013886717944674983 0.01553063658640637 -0.0033998516361889619 0.02326988219785869 0.018548175242479304 0.0078438200706680179 -0.010287359583671494 -0.00072489326000754772 -0.022411581424176423 -0.001632741989586724 -0.030827547793110734 -0.011906284073194572 -0.00082101820420694819 0.023266942760087349 0.022178147730806851 -0.0033872332786813635 0.016678589894587658 -0.018664712537592696 -0.011316963492498399 0.0063838814269968373 -0.00031392933742596641 0.026670730972493624 0.0025482862640527184 0.019288123705245776 0.0055595847991424608 0.017114849036376747 0.0041198327368799576 0.017343903040366922 -0.00036372129695480033 0.044454028067824815 0.015105796973526965 -1.1496911032564973e-05 -0.0080303478184172595 -0.0018039808095459086 0.0050335707377658955 -0.012583295686745708 0.039808184296003718 -0.0055062616915880665
leaf_weight=9.6640751883387548 2.9012555140070662 10.24994820402935 3.2097596158273536 3.3342106004711223 2.3578350394964218 5.5217517898417992 3.5548706115223467 8.3095634880010039 3.7235691584646728 4.2883789578918359 3.5733386036008588 8.2612451943568868 12.599108289927246 2.4662795439362588 7.466351065784691 4.538437554612754 2.7190569536760441 6.8422478698194009 3.3006769719067961 3.7918888132553548 3.4814184978604308 5.323632923886179 2.3552055731415775 4.4344713985919979 3.9769005626440039 8.4591369014233333 5.8897824725136161 2.9981290525756776 2.063230843283236 4.4538668163586408 11.99637305177748 65.519221152644604 2.7928869472816578 181.84082836285233 2.6234614257700768 4.7059996365569523 18.085904171457521 3.5600334182381621 4.023138220421969 7.9484011966269446 3.8023140341974786 6.104371557943522 15.661006579408424 15.297145109623676 9.1834589187055808 5.1797937257215372 10.448390963487325 1.9322170303203163 3.1524729020893565 6.6807760121300808 8.1385538578033465 6.3336032456718376 4.1874360321089625 2.3399871992878634 4.1843839986249787 33.620431034360081 6.1242982684634626 2.5381546705029905 1.9249267177656291 5.8800360057502976 2.1648515600245446 36.667330143041909
leaf_count=109 43 95 45 31 21 65 29 72 34 57 50 73 82 26 101 49 24 54 39 65 39 60 19 46 36 118 63 41 36 55 139 726 26 2194 31 65 204 29 51 170 48 38 231 184 76 78 113 37 41 78 76 68 64 28 52 347 62 40 31 65 32 415
internal_value=-6.40856e-06 0.000910092 0.0020635 -0.00354201 0.00372305 -0.00695284 0.000690316 -0.0135704 0.00295971 -0.00171124 -0.0052795 -0.000412742 0.00409072 0.00551384 0.00833852 0.000444553 -0.00518246 0.011234 0.00284659 0 0.00676812 -0.00109264 0.01482 0.0122701 0.0155043 0.00970886 0.00132336 0.015081 0.00726109 5.28009e-05 -0.000284699 -0.00230466 6.90302e-05 -0.000136756 9.65799e-06 0.00287782 -0.000785362 0.00542822 -0.00134043 0.00759991 0.00207078 -0.00180504 -0.000922356 -0.000244479 0.00801963 0.0120141 -0.00549485 0.000746574 -0.00814475 0.00377447 -0.000638505 0.00346263 -0.0134984 0.00588224 0.0120274 0.00274991 0.000898619 0.0238669 0.0146306 -0.00254269 0.0258373 -0.00760199
internal_weight=650.752 146.446 117.468 28.9776 8.69017 20.2874 9.07662 11.2108 107.218 19.8465 15.5582 11.8346 87.3715 69.4487 43.7551 25.6936 13.1126 31.8349 10.1429 10.3936 12.581 17.9227 21.692 19.2257 16.8705 12.436 9.09954 5.35596 5.85512 11.9202 504.306 77.5156 426.791 417.127 414.334 91.4469 322.887 25.4483 297.439 13.9038 21.8882 283.535 230.315 211.501 29.6604 20.4769 53.2201 9.88062 18.8135 86.7409 27.1631 20.3522 6.8109 59.5778 19.2766 40.3012 10.3087 8.96792 6.62793 14.0186 4.08978 42.7717
internal_count=7516 1568 1266 302 93 209 94 115 1171 214 157 123 957 815 494 321 174 338 93 150 147 142 245 219 200 154 108 62 101 156 5948 865 5083 4974 4948 1039 3909 281 3628 258 252 3370 2804 2532 338 262 566 207 272 974 304 209 95 670 245 425 114 131 103 141 63 453
is_linear=0
shrinkage=0.03


Tree=273
num_leaves=63
num_cat=0
split_feature=58 36 48 42 3 42 42 37 50 24 12 42 3 43 3 1 1 1 42 1 43 3 12 24 21 1 11 21 12 50 3 11 56 11 42 47 11 43 9 43 9 43 39 43 42 1 3 3 9 36 1 11 49 12 42 1 11 3 11 49 3 50
split_gain=0.191132 0.882536 2.70807 1.74001 1.50118 1.35231 0.915719 1.08447 0.762274 0.695035 0.827412 2.10371 0.639042 0.709681 0.628293 0.916022 2.12714 2.62664 1.79522 1.1702 1.09574 1.02344 0.963362 0.619683 1.87105 1.01297 0.5578 0.988217 0.465531 0.84054 0.305454 0.435171 1.87213 1.15716 2.50374 1.67278 1.56561 1.32769 1.20384 2.15757 0.856915 0.800292 0.806766 0.778138 1.16787 1.31449 0.756453 0.723947 0.7012 1.31645 0.929314 0.66773 0.518723 1.04325 0.978733 1.86465 0.847332 2.31971 1.95384 1.00509 1.8293 1.37211
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5223737282238914 0.34687500000000004 3.4937425525307249 3.769702276078295 1.0000000180025095e-35 2.8153069638604364 1.0000000180025095e-35 0.27500000000000013 3.6345066141412254 0.46250000000000008 -1.0000000180025095e-35 0.41250000000000003 3.5151113768375581 3.5666825895759682 3.5467622390330522 3.6183013640444908 3.6355547771300549 -0.22499999999999998 0.56250000000000011 0.37500000000000006 1.0000000180025095e-35 0.40922697885096049 3.7222509892493991 0.9060868288067645 0.33297866047458713 0.12500000000000003 3.1963557881865921 0.61250000000000016 0.91640860664678481 1.0000000180025095e-35 0.92591708652102567 3.7217279394998188 3.5000000000000004 0.94140860664678472 1.0000000180025095e-35 0.17500000000000002 1.0000000180025095e-35 0.17500000000000002 0.52500000000000013 1.0000000180025095e-35 0.25000000000000006 3.7385744636323821 3.7845066141412258 0.48750000000000004 0.12060606060606062 0.27500000000000008 1.0000000180025095e-35 3.6845066141412262 0.91391882076512887 0.32500000000000007 0.4250000000000001 3.3965620836455082 3.5498703649766381 0.88913030679303295 0.46250000000000008 0.88503641909269792 1.0000000180025095e-35 0.48750000000000004 2.8153069638604364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=30 2 4 5 -2 8 7 9 -3 10 -5 -12 -13 -14 26 20 17 -17 22 -20 -16 23 -18 24 -21 -25 27 28 -6 -30 31 41 33 48 37 36 -36 46 39 -37 -34 51 47 44 -40 -46 -35 -43 49 -33 -50 52 56 54 -54 -56 58 -58 -1 60 -59 -62
right_child=1 3 -4 6 14 -7 -8 -9 -10 -11 11 12 13 -15 15 16 18 -19 19 21 -22 -23 -24 25 -26 -27 -28 -29 29 -31 -32 32 40 34 35 38 -38 -39 43 -41 -42 42 -44 -45 45 -47 -48 -49 50 -51 -52 -53 53 -55 55 -57 57 59 -60 -61 61 -63
leaf_value=4.8325701498735486e-05 -0.018044996465298987 -0.0023157801142450235 -0.023910587809508447 -0.0058449593628242978 -0.0056605058806673885 0.033154722011845363 0.011666839881435713 -0.015075249796026615 0.016582758324738961 -0.0083924859949138959 0.026778164342602526 -0.011760051850740251 -0.0010593533047726419 0.019006367429363819 -0.00098619620570168285 -0.0015917112668654243 -0.0036759379040565607 0.037547904045602869 0.016362420361334354 0.0015729567678937773 -0.029757438051283464 0.013428875454706496 -0.030102875221929105 -0.006188282864539602 -0.01984521712144742 0.012894176707136497 -0.005906945428753264 0.021807167535084094 -0.001448815145870795 0.019842463035396118 -0.006684606450361499 0.015191354193888966 0.026109516591407207 -0.011786282851387725 0.025773266462261784 -0.011168184556342754 0 -0.024782451162238584 0.038295579409816573 0.0090600050030337932 0.00019978216188851021 0 -0.0038605018423185072 -0.0032621232814888162 -0.012787468370201031 0.01919089386860404 0.0031136600244478087 0.025504021347112778 -0.023076021722998819 -0.0021456585232384221 0.0086454081926602665 -0.0089523649927634365 -0.01598756270495473 -0.015705036311365179 0.022773917017749456 -0.0025331152135172172 0.0092797593614705031 -0.018126996607936489 -0.012953492259455688 0.0067809631393477227 0.01323514941967407 -0.0071176834712649946
leaf_weight=347.23330916604027 4.3735563643276683 3.698702550493179 5.1022280273027709 5.6713948734104731 3.39770266599953 2.3153895838186145 4.2426715204492202 5.1523744044825426 2.9585624830797315 6.5102628469467154 3.4123702133074394 2.8006485356017929 3.9527710746042457 1.9985392396338255 3.5998438764363527 2.7977704815566531 3.22248616721481 2.5988352559506893 3.3033180814236429 6.906626613810662 2.0347887333482495 2.9958478659391394 2.8490174422040582 6.0983881503343582 6.6014539245516062 3.8655239269137383 2.6171942688524714 3.2721763728186479 3.0076808370649815 2.5636390708386898 5.4252717839553943 11.58719358593226 3.9635104062035671 6.22266812995076 4.6171181257814151 14.36063819378615 4.3323910497128963 4.6550949141383162 1.3536377325654019 6.5678365267813197 2.256173963076435 1.6807709438726295 1.8255990953184662 2.3355837848503143 1.6577549995854495 2.4827776892343536 4.8192877778783441 2.9509570212103426 1.3114511407911771 5.0156367141753426 1.3469680551206691 7.525475888978689 2.9906237521208885 5.4092692658305159 3.0119272656738749 12.893285024445502 30.306729797273874 7.2274395469576183 10.498320253100244 6.5710872039198867 4.6563017312437278 7.4112212173640728
leaf_count=4030 58 53 135 77 45 32 64 93 46 51 48 44 55 33 50 37 46 33 48 135 38 57 35 37 126 30 35 51 47 29 35 94 40 43 58 95 37 27 13 49 44 23 26 26 13 87 38 58 8 52 113 55 21 47 33 176 247 48 68 54 38 52
internal_value=-4.19953e-06 -0.00112798 -0.00320433 0.00219249 -0.00144837 0.0138178 -0.000785434 -0.00284495 0.00544665 0 0.00291165 0.00750804 0 0.00510249 -0.000121193 -0.00192056 -0.000196899 0.0168529 -0.00300972 0 -0.0130683 -0.00207875 -0.0175979 -0.00440827 -0.00859332 0.000732531 0.00510696 0.00800112 0.00194407 0.00765684 0.000223578 0.000307932 0.00236241 0.000900758 -0.00128223 0.00278725 0.0139901 -0.0113475 -0.000564409 -0.00451047 0.0179445 -3.80975e-05 0.0102695 0.00908558 0.0153185 0.00500605 -0.00480975 0.0170099 0.00721271 0.00963364 -0.00542402 -0.000205417 -3.75022e-05 -0.00428983 -0.000577557 0.00210996 0.000199663 0.00362714 -0.000323499 -0.00278612 -0.00638819 0.000334184
internal_weight=650.425 113.922 71.2081 42.7137 66.1059 8.97265 33.741 29.4984 6.65727 24.346 17.8357 12.1643 8.75196 5.95131 61.7323 46.8739 41.2393 5.39661 35.8427 29.7712 5.63463 26.4678 6.0715 23.472 13.5081 9.96391 14.8584 12.2412 8.96902 5.57132 536.503 531.078 78.8857 72.666 53.4048 37.7077 8.94951 15.6971 28.7582 20.9285 6.21968 452.192 6.45733 7.82975 5.49417 4.14053 11.042 4.63173 19.2612 16.6028 2.65842 445.735 438.21 24.3051 18.8958 15.9052 413.904 56.1728 357.732 25.866 19.295 12.0675
internal_count=7516 1668 1072 596 937 131 465 401 99 308 257 180 132 88 879 672 584 70 514 433 88 385 81 328 261 67 207 172 121 76 5848 5813 837 753 486 378 95 108 283 144 84 4976 107 139 113 100 81 81 267 146 121 4869 4814 277 230 209 4537 439 4098 192 138 90
is_linear=0
shrinkage=0.03


Tree=274
num_leaves=63
num_cat=0
split_feature=58 36 40 14 42 1 12 1 32 42 42 1 1 14 42 37 14 1 14 1 14 1 31 42 32 50 1 1 14 30 3 1 31 31 32 50 42 14 50 50 1 32 32 14 42 42 14 1 0 3 1 1 3 5 2 0 1 1 9 36 42 42
split_gain=0.182271 0.837272 1.9128 1.94871 1.64098 1.45533 1.57764 1.4602 1.49843 1.27069 1.0704 0.961611 1.52363 0.883775 0.862381 1.03299 0.882263 3.74155 2.35679 0.803967 2.44454 0.860851 0.723618 1.42641 2.91765 0.717302 0.659772 0.713863 0.643637 0.505626 0.47402 0.416594 0.395205 1.63338 2.99578 2.01796 1.36762 2.16977 1.25759 0.706484 1.06322 0.759833 1.53265 2.378 2.08147 1.02358 1.64639 1.43067 1.16922 1.01564 1.32411 1.42883 0.840595 1.59803 2.41529 1.96368 1.84701 2.16683 1.34833 1.33061 1.26306 1.16392
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.61416040100250646 3.5223737282238914 3.5228967779734712 0.37500000000000006 3.4792268092965979 1.0000000180025095e-35 3.4937425525307249 3.6248351047945473 3.6478104020218818 3.6666825895759683 0.6503424657534248 3.769702276078295 1.0000000180025095e-35 0.62693960372403923 3.7345066141412255 0.6503424657534248 3.5467622390330522 0.6503424657534248 3.5839835643916453 0.12000000000000002 3.7544269646841415 0.18500000000000003 2.8153069638604364 3.6220508338618549 3.578938214467795 0.68533452807646367 1.0000000180025095e-35 0.48750000000000004 3.7065212271721317 1.0000000180025095e-35 0.12000000000000002 0.17500000000000002 3.315707808323157 4.3751111872189599 0.62414383561643849 2.7040907083446837 1.7585441243211084 4.4767173695485214 0.18500000000000003 0.17500000000000002 0.62233560090702966 3.567678236601139 4.6907213539591348 0.62847490347490365 4.6812338456874985 37.500000000000007 0.11820390806925181 3.6478104020218818 3.7789382144677948 0.039607843137254913 0.03509852216748769 2.5000000000000004 39.500000000000007 4.3539840504870346 4.4557053684909791 0.12500000000000003 1.0000000180025095e-35 3.7044269646841417 3.8753381686865334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=32 2 5 29 9 7 19 8 -2 25 -8 -12 -13 -10 15 16 26 18 -18 -7 21 -21 23 24 31 -3 27 -6 -20 -4 -28 -14 39 34 -34 36 38 -38 -36 40 -1 42 45 -44 -45 47 -47 52 -49 -43 -51 -52 -41 54 59 -56 61 -58 -59 -54 -61 -55
right_child=1 4 3 -5 14 6 10 -9 13 -11 11 12 22 -15 -16 -17 17 -19 28 20 -22 -23 -24 -25 -26 -27 30 -29 -30 -31 -32 -33 33 -35 35 -37 37 -39 -40 41 -42 49 43 44 -46 46 -48 48 -50 50 51 -53 53 56 55 -57 57 58 -60 60 -62 -63
leaf_value=0.021317383553038728 0.018639907788427199 -0.0022513442295517536 0.011640021355715575 -0.021812908250915378 -0.0004099211336062052 0 -0.012910081784649195 -0.022170324158854407 -0.019449717668267707 0.032119561762060364 0.015871212879404073 -0.019030136095605131 0 0.0027159393632831094 0.011273900976001347 -0.014778327171107645 0.028972363416733326 -0.029203849384454653 -0.013621463416566481 0.010890453082873482 0.030499278306510134 -0.013489057949769049 0.0082397811278690936 -0.016957414481898577 0.027205989375724576 0.016026441237394162 -0.00638462266637016 -0.022018132842583207 0.0075406075836975273 -0.0063164461146285912 0.0095781834049393864 -0.024602306508349485 -0.029227432219703996 0.00029086212681094284 -0.015612401659113071 -0.016113960348123946 -0.0077020752061990006 0.020387200218115839 0.0030962537264533339 -0.014958727033550214 0 -0.0114325721495564 -0.0024239615497601437 0.00406818960010784 0.038947236109000277 0.025909858672466247 0.0025073210064970185 -2.2298061245569873e-06 -0.020621944270170854 -0.0088252423856078448 0.022657533610210334 0.00053317301899158019 0.0054249930564831119 0.0066121218707645259 -0.025685599249936516 0.0017807667955101962 0.035450493601576948 -0.0080072332108556375 0.013574059174007022 -0.0068657353828972542 0.0065042933693983899 -0.021645935045919208
leaf_weight=3.7046241303905836 2.1817166376858932 3.6961893732659501 2.1907524140551686 8.5303788576275092 3.3455507904291206 3.7004894008859983 5.9844577936455634 4.8644121643155813 3.2383631318807602 2.3246133588254452 3.188617596402767 3.4646686529740718 1.7263313848525306 2.2066997913643718 4.2654459513723841 5.1029927460476747 4.5926767103373987 1.9744044579565514 1.8416075119748709 2.7870475184172374 4.5410836385563016 2.1109930593520403 8.9882926493883115 3.9948931010439992 2.8231297768652439 2.9760943888686597 3.0888857757672668 3.1797821382060647 3.325529333204031 3.0918266037479034 3.013604043982923 1.3570236256346104 4.4200279051437965 318.3395759066334 5.3612375240773016 7.5052494229748836 3.4504821635782701 6.3701518215239048 6.6762389875948429 2.6102043734863392 3.4487028573639691 8.9843033505603653 5.0760092949494702 3.4106753445230424 3.5823963670991361 3.4175089206546572 14.134185215458272 5.801240240223704 5.0631957859732211 9.9410693328827637 3.0784730799496201 16.519530603196472 36.51171206170693 2.2082517519593265 5.5367476711980981 3.2705386765301228 3.3146960921585551 3.1531349867582312 8.7137012612074596 22.034898383077238 8.3273371271789056 2.2591662839986384
leaf_count=51 24 53 32 254 36 41 70 56 59 32 46 39 38 37 64 93 61 27 42 35 54 35 64 70 34 46 34 25 50 51 33 33 103 3384 39 75 32 67 59 23 126 108 39 25 47 78 160 49 39 66 36 205 305 17 119 43 43 22 101 236 93 58
internal_value=-4.92401e-06 -0.00110373 -0.00313256 -0.0130878 0.00212532 -0.000584894 0.00184267 -0.00963057 -0.000503881 0.0133979 -0.00164347 0.000842907 -0.00115643 -0.00962589 -0.000765828 -0.00277525 0 0.00570872 0.0138185 0.0105564 0.0151421 0 0.00197262 -0.00317312 0.00541746 0.00525732 -0.00561964 -0.0121734 0 0.000188919 0.000600111 -0.0131468 0.000217201 -0.000358323 -0.00661784 -0.00283679 0.00155485 0.00996251 -0.00486487 0.00134973 0.0105438 0.000932692 0.00199477 0.0121618 0.0233562 0.000958564 0.00764263 -7.66666e-05 -0.0103531 -0.00271932 0 0.00450533 0.00102092 0.00155166 -0.000358526 -0.0150069 0.00914085 0.0142212 0.0073048 0.00152021 -0.0029839 -0.00670763
internal_weight=649.924 113.699 70.9712 13.813 42.7274 57.1582 44.667 12.4912 7.62678 8.9969 31.5274 25.543 22.3543 5.44506 33.7305 29.465 24.362 11.7342 9.75981 13.1396 9.43912 4.89804 18.8897 9.90138 5.90648 6.67228 12.6278 6.52533 5.16714 5.28258 6.10249 3.08336 536.225 352.123 33.7834 29.3634 21.8581 9.82063 12.0375 184.102 7.15333 176.949 138.426 12.0691 6.99307 126.357 17.5517 108.805 10.8644 38.5234 29.5391 19.598 97.9404 95.3302 75.6812 8.80729 19.649 15.1815 11.8668 66.8739 30.3622 4.46742
internal_count=7516 1668 1072 337 596 735 559 176 120 131 394 324 278 96 465 401 308 180 153 165 124 70 239 175 105 99 128 61 92 83 67 71 5848 3759 375 272 197 99 98 2089 177 1912 1497 111 72 1386 238 1148 88 415 307 241 1060 1037 796 162 241 166 123 634 329 75
is_linear=0
shrinkage=0.03


Tree=275
num_leaves=63
num_cat=0
split_feature=27 36 11 1 9 11 1 0 11 4 1 32 12 14 5 31 43 4 11 1 26 14 43 12 31 1 12 14 11 12 14 1 11 1 11 14 14 14 11 48 26 12 34 26 40 36 11 32 21 4 29 1 36 11 9 34 4 14 29 43 12 5
split_gain=0.174593 0.629136 2.33031 2.07562 1.483 1.14746 1.26615 1.1776 0.879401 0.654463 2.09031 0.919827 1.19567 1.87591 0.652863 1.03257 1.55984 1.07604 0.590051 0.555878 0.557508 0.543647 1.36256 2.53528 1.34735 1.55317 1.41863 1.32881 1.25836 0.792535 0.62012 0.485046 0.418168 0.382801 0.36009 0.338263 0.887713 0.810824 1.16176 0.493098 0.540472 1.23886 1.40065 0.833397 3.19879 1.86806 2.32328 2.11199 1.86324 1.4298 1.83608 1.12232 0.863083 1.44419 1.58439 1.05259 0.873226 0.807645 0.918697 0.773263 0.690033 0.782007
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.9060868288067645 3.5498703649766381 0.17500000000000002 0.64684752799422152 3.7442656022803047 49.500000000000007 0.71756981113521967 0.46291208791208799 4.5145532045140984 0.15000000000000005 0.22500000000000006 0.65604707792207806 0.22792207792207794 0.16000000000000003 0.25000000000000006 0.34330357142857149 0.67309402880291691 4.9471272958050703 10.500000000000002 0.68895663956639575 -1.0000000180025095e-35 0.4250000000000001 0.28500000000000009 3.5636629030736411 0.4250000000000001 0.70678160919540234 0.91259835368155462 0.27500000000000013 0.73935688405797106 4.6858418598895959 0.89003810071632439 3.6638973579944181 0.77999433596402612 0.753907203907204 0.79135572139303489 0.74499799919968002 0.77797477189427933 1.5000000000000002 11.500000000000002 0.57500000000000007 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.91073272698808538 0.18500000000000003 0.32321967233550775 0.35599078341013829 2.5000000000000004 3.4467622390330521 1.0000000180025095e-35 0.88746759124415953 0.17500000000000002 1.0000000180025095e-35 0.30151515151515157 0.7262212457999484 1.0000000180025095e-35 -1.0000000180025095e-35 0.52500000000000013 0.039230769230769243
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=35 5 3 -3 -4 6 -2 9 -5 11 -11 18 13 -13 15 16 17 33 -7 -9 34 22 23 -20 28 -26 -27 -23 29 -24 -29 -10 -17 -14 -21 37 -37 39 -39 40 43 -42 -43 57 45 47 49 51 -49 50 -47 -45 53 54 -46 -55 -56 58 -1 -58 61 -53
right_child=1 2 4 8 -6 7 -8 19 31 10 -12 12 14 -15 -16 32 -18 -19 21 20 -22 27 24 -25 25 26 -28 30 -30 -31 -32 -33 -34 -35 -36 36 -38 38 -40 -41 41 42 -44 44 52 46 -48 48 -50 -51 -52 60 -54 55 56 -57 59 -59 -60 -61 -62 -63
leaf_value=0.010235800560656712 0 0.016140668593669069 0.0076741197490062564 0.0040797654272868413 0.035565447690579226 -0.011442218951164547 0.030186725724104149 0.024285457631475521 -0.0168850629741529 -0.0063879953059782961 0.02605764620725954 -0.01230915238213732 -0.0056092126678537729 0.02171011045018828 0.0038291742447440704 -0.023119526780693692 0.012717001456546312 0.0071236252606547666 0.029716324711786844 0.026873266376031792 -0.00014480418884732653 -0.015213642276375814 -0.0099100008608290335 -0.001844433123573053 0.024791141207208794 -0.010486235045465477 0.0086965465566101966 0.011558470199977936 -0.019862494230272233 0.0056568881240625785 -0.0041055810874915596 -0.0022326291939379337 -0.0073076301516620586 -0.017432878397235802 0 -0.0083830418747560531 0.0058747591477414608 0.021632010109049617 -0.0028062661001144913 -0.0072401872700257252 -0.0035728073668649684 -0.00091613638874203011 0.030523097285237794 -0.0028235981729670635 -0.027225856054600862 0 -0.021536678487647256 -0.012905615607235419 0.013785407145868006 -0.0084178737503242691 0.032862691729487449 0.015547720587981833 -0.020712634259023616 -0.00018769327525542209 0.0081235010964197021 0.021125307247060843 -0.014165869662705921 -0.006805318467398562 -0.00029707577878599879 0 0.0044595688072346581 0.0337039408180402
leaf_weight=7.4466047631576648 2.7064199573360375 4.5589520581997993 6.5445420630276185 4.134935538051649 2.7302843225188553 3.5657768477685741 2.1224741989281029 1.8162765745073537 6.0141501538455469 3.711399112828075 2.8456848869100213 2.21698367409408 6.9965549493208581 3.1010102964937687 2.934525951743125 5.9625166561454552 3.2597424220293751 2.5782144907861939 4.0832952270284277 1.1377798998728397 4.9689429400023073 5.6556953797116867 4.9018830358982068 4.1743150381371379 2.9610953927040127 5.3527890304103485 8.7873605629429203 4.0315497666597349 4.3197167143225661 6.5427656061947346 4.0388414589688182 4.7147305244579911 4.1606586799025536 7.4004530850797892 1.0054878169903529 13.490557266399266 4.8501641480252138 3.4885453786700955 2.5371772786602378 8.7865446209907514 68.10348127852194 2.3490861821919671 1.9027106636203823 2.3672044416889575 2.8483864478767016 3.5070564085617644 3.736488710390403 5.3584774201735836 3.8133700396865606 3.4579436155036092 2.5668384009040892 18.958473378792412 2.6371976733207694 4.340545223793014 4.104058024473491 3.0500141298398376 6.6144880801439383 16.514263038057834 290.96779328444973 6.8897168892435614 4.9716274684760711 3.3902351832948616
leaf_count=80 45 45 55 57 44 39 28 30 43 39 33 30 105 34 21 42 38 28 50 26 56 46 39 30 35 63 75 42 25 69 33 64 25 91 43 168 76 49 33 58 906 46 35 27 20 57 52 61 32 37 34 217 55 59 43 37 66 177 3323 84 67 49
internal_value=-5.68986e-06 0.00089717 0.00486457 -0.000784848 0.0170953 -2.87069e-05 0.0139368 -0.000704997 -0.00651983 -0.0016618 0.00715951 -0.00233316 -0.00591332 0.00650858 -0.00810369 -0.00947102 -0.00504411 -0.00891248 0 0.00953113 0.00438152 0.00083099 0.0026456 0.0133862 0 0.00568157 0.000971479 -0.00413462 -0.0064011 -0.000551034 0.00308418 -0.0111538 -0.0174695 -0.0122535 0.0165526 -0.00027997 -0.00426629 -0.000115062 0.0106188 -0.000267088 -0.000120911 -0.00251104 0.0125446 0.000300069 0.00298658 0.00753422 -0.00178434 0.0108624 -0.00111073 0.00562554 0.0145905 0.0147449 -0.00459267 -0.00271533 -0.00696932 0.00814239 -0.00308664 -0.000387066 -7.46708e-06 -0.00700017 0.0164947 0.0188426
internal_weight=649.087 146.038 28.6976 19.4228 9.27483 117.34 4.82889 112.511 14.8638 103.583 6.55708 97.0257 38.6107 5.31799 33.2927 30.3581 20.235 16.9752 58.4151 8.92849 7.11221 54.8493 41.1232 8.25761 32.8656 17.1012 14.1401 13.7261 15.7644 11.4446 8.07039 10.7289 10.1232 14.397 2.14327 503.049 18.3407 484.708 6.02572 478.683 469.896 72.3553 4.2518 397.541 82.6121 52.1277 13.2683 38.8594 9.17185 9.53184 6.07389 29.6875 30.4844 27.8472 20.4566 7.39056 17.6083 314.929 298.414 13.5042 27.3203 22.3487
internal_count=7516 1568 308 209 99 1260 73 1187 164 1032 72 960 414 64 350 329 262 224 546 155 125 507 386 80 306 173 138 121 133 108 75 107 67 196 69 5948 244 5704 82 5622 5564 987 81 4577 997 633 180 453 93 128 91 360 364 309 213 96 193 3580 3403 150 333 266
is_linear=0
shrinkage=0.03


Tree=276
num_leaves=63
num_cat=0
split_feature=32 40 12 32 26 12 21 50 26 14 42 32 12 5 50 42 32 42 5 14 21 14 14 14 26 26 42 14 11 14 11 42 14 11 12 14 42 11 14 32 21 40 11 11 42 12 42 11 21 13 14 42 14 11 32 5 43 14 11 40 11 21
split_gain=0.174935 0.791899 1.44628 0.370007 1.73375 0.694114 0.232306 0.182269 0.931258 0.951468 1.64649 0.621018 0.611807 1.27628 1.024 1.41992 1.26704 1.14906 0.950806 0.748297 0.739845 2.17342 1.16161 1.6058 2.11912 1.36118 0.709021 1.31169 0.729383 0.966191 0.986854 0.716498 0.662069 1.61721 1.50005 2.59513 2.0005 1.49569 1.11026 0.65914 0.630102 0.612823 0.592658 1.12715 1.29429 0.931436 2.49414 2.48294 1.92194 3.17764 1.37514 1.55734 1.26859 1.23456 1.09392 1.09358 0.95476 1.00625 0.658624 0.644671 0.533882 0.518758
threshold=0.53500000000000014 1.0000000180025095e-35 0.52500000000000013 0.32000000000000012 8.5000000000000018 0.4250000000000001 0.32177119857159042 2.9242685963818378 3.5000000000000004 0.58411949685534603 3.6478104020218818 0.25000000000000006 0.4250000000000001 0.27543103448275869 3.0678793895128593 3.8451910262946423 0.18500000000000003 3.6558013640444909 0.22792207792207794 0.68982758620689666 0.42809916640504742 0.63069358178053847 0.61948410123296571 0.66565040650406515 11.500000000000002 8.5000000000000018 4.9614314031341502 0.60180165816326536 0.7724841377934476 0.62814267756128228 0.78148266159048596 4.9042169434880387 0.65604707792207806 0.74371368725056064 0.27500000000000013 0.61811868686868698 4.8027942719406207 0.69469025779542171 0.69416099773242645 0.16500000000000004 0.41473063210868721 1.0000000180025095e-35 0.95657970968513883 0.93936166279661715 3.7789382144677943 0.4250000000000001 3.6183013640444908 0.90888869428251373 0.36674740708764886 1.0000000180025095e-35 0.64346246973365628 3.6757820523298186 0.62693960372403923 0.90163030679303291 0.17500000000000002 0.26393188854489169 0.32500000000000001 0.63176169590643283 0.72736098326941212 1.0000000180025095e-35 0.76365788906765653 0.43753526018209088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 5 -5 -2 8 -1 10 -10 12 13 18 17 16 20 -14 26 39 22 -22 -16 24 -24 -25 31 -28 -29 30 -30 32 34 37 35 -9 -36 -34 -35 -17 -19 -33 43 45 59 47 55 53 49 60 52 -52 -50 56 -51 -47 57 -11 -57 -45 -48 -23
right_child=1 -3 -4 4 -6 -7 -8 11 9 42 -12 -13 14 -15 15 19 -18 40 -20 -21 21 61 23 25 -26 -27 27 28 29 -31 -32 41 33 38 36 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 46 48 -49 50 54 51 -53 -54 -55 -56 58 -58 -59 -60 -61 -62 -63
leaf_value=0.014348243817921215 0 0.015381503139287434 -0.023730414182493366 -0.0056974650501713372 -0.026654008110761452 0.012799910028265511 0.010906455291942689 0.0052566102276140718 -0.031791578910886541 0.0046308371305394331 0.0005910921080084341 0.0084162938982558794 -0.020524386204610185 -0.012899226748035678 -0.0086411834869287423 -0.021087410927887022 0.017709203132868424 0.0046460008086651816 0.015592761864218107 0.0012572016983720112 0.024438493213871166 0.0073893518323417369 0.00057364363352821652 0.0010277437974399747 0.020798636061985499 -0.012385661800300459 0.011012729190597122 -0.019915218095809515 0 0.0039792585614742094 -0.024945670040538628 0.017120812567943514 0.0025898117825354115 0.014079484509586194 0.0075788193832778588 -0.0082939927609131017 -0.0079911537555201195 -0.0088882315612302792 0.0016189988725679361 -0.0032928439872296593 -0.010782539684884277 0 0.013289001829493647 -0.023929726147690317 0.0015784132208943322 -0.011231888568601056 0.013224503651687746 -0.021078566318238057 0.0024968872285597576 -0.010797848779046677 -0.0080798536164748899 0.0056614014488462162 0.019264352543766555 0.020362167926757983 0.012917101029101929 0.0088925354300318817 -0.011895023826746271 -0.00090728956273282543 -0.0038577569009941208 -0.0044990054994701453 0.032878731294077736 -0.0065956835043208409
leaf_weight=4.1580781252123407 2.9229542575776559 3.4279055192600936 1.8023084243759511 4.1107471436262113 2.45806869934313 2.8139172655064613 3.0867686849087477 17.692508527077734 2.0497637018561354 37.860953275114298 2.8682160571916029 6.6278828913345924 5.561752841807901 6.182946912944316 17.458396867848933 5.7895019752904755 3.3150496929883948 4.4636603342369181 3.6100584343075743 2.782506517134606 3.7638110518455496 3.2401906456798297 22.414146240800623 13.380657933652403 5.9283631760627022 12.221170753706245 3.1519525870680836 4.2036810871213666 2.3517815386876446 5.3214016468264163 2.7699069222435355 4.2813861868344238 36.351856410736218 14.701536553911867 28.490177543368191 40.924522866029292 9.520749871619044 13.887378349900244 13.577540712896733 4.174281700514257 4.186199520714581 2.3067636452615261 3.0904765538871279 4.1712225573137385 6.4773573372513047 11.403456158936025 3.713832266628744 4.8623495385982087 10.943119239062073 3.7946910969912997 13.578163251746448 15.711642249487339 7.4393108924850813 2.4968469142913809 2.9091864880174398 5.6896233558654776 5.7594235972501329 128.93164196168073 8.908576659858225 3.9615381173789501 5.9300556853413582 6.6429612450301647
leaf_count=59 55 78 20 43 156 34 59 168 11 427 221 64 38 40 155 83 27 46 29 29 43 32 196 113 75 91 65 44 33 69 34 60 536 150 353 439 125 161 127 48 34 26 34 35 63 97 34 41 114 80 129 143 81 25 30 42 65 1582 59 35 66 65
internal_value=-4.30089e-06 0.00366214 -0.000987008 -7.94975e-05 -0.00593053 0.00112532 0.0054121 2.31607e-07 0.000549538 0.000323251 -0.0124483 -0.000473691 -0.000678725 0.000262473 -0.00243656 -0.00129892 0 -0.00998385 0.000704868 -0.0105789 -0.000667287 0.00557208 -0.00195582 0.000120919 0.00513038 -0.00518905 0.000390125 -0.00523869 -0.00924133 -0.0040875 -0.0134308 0.000979532 0.000571939 0.00263677 -0.00104593 -0.00409801 0.00350051 -0.000486713 0.00836094 -0.0144343 -0.00221778 0.0105954 0.000570963 0.000402521 -0.00761542 0.000864021 0.00335825 -0.000353041 0.00657242 0.0154906 0.00333693 -0.000516902 0.00973982 0.000211816 0 -0.00431628 -6.82666e-05 0.000317944 0.000759215 -0.0155201 0.0263419 -0.00136001
internal_weight=648.609 11.2399 7.81203 637.369 9.38273 6.92466 6.00972 627.986 296.71 292.551 4.91798 331.277 324.649 209.326 115.323 101.111 88.3647 14.2116 203.143 12.7463 85.0497 13.647 71.4027 53.9443 28.3425 25.6018 199.533 17.7987 14.6468 10.4431 5.12169 181.734 175.146 78.5183 96.628 58.617 38.0109 50.2392 28.2791 9.96378 8.64986 6.58815 287.633 284.543 14.6101 269.933 90.0217 179.911 64.02 16.3478 47.6722 29.2898 18.3824 175.049 6.70388 26.0017 172.552 166.793 14.5982 8.13276 9.64389 9.88315
internal_count=7516 212 134 7304 233 77 114 7071 3473 3414 232 3598 3534 2459 1075 957 797 118 2419 160 770 140 630 475 271 204 2390 245 180 136 67 2145 2059 974 1085 607 478 697 277 131 80 86 3182 3148 133 3015 875 2140 677 210 467 272 195 2099 110 198 2074 2009 101 70 100 97
is_linear=0
shrinkage=0.03


Tree=277
num_leaves=63
num_cat=0
split_feature=58 36 40 14 21 27 1 21 1 1 32 1 32 31 1 1 14 47 3 3 3 14 14 21 14 1 32 12 31 1 1 31 31 32 11 1 21 1 14 12 32 32 1 13 32 11 36 0 1 1 11 14 21 11 0 3 1 11 11 14 32 14
split_gain=0.20733 0.788165 1.8241 1.87943 1.5155 1.57777 1.37516 1.58407 2.5605 1.38769 1.43014 1.19992 1.10101 2.67944 1.27465 0.913164 0.848608 0.721494 0.704325 0.805927 0.592926 0.569058 0.556315 0.822711 0.586263 0.494437 0.474299 0.472784 0.38613 0.374031 0.968964 0.369 1.57928 2.91441 1.17976 1.03992 0.845606 0.846388 0.700211 1.05876 0.830457 1.91502 3.12184 1.22368 1.98805 1.37147 2.00273 1.26104 1.2279 2.23416 1.14958 1.09802 0.900065 0.876895 1.61164 0.848255 0.766219 0.759376 0.800096 1.11649 0.676221 0.665341
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.61416040100250646 0.31096404744368111 1.0000000180025095e-35 3.5228967779734712 0.33297866047458713 3.5467622390330522 3.4792268092965979 1.0000000180025095e-35 3.505475127672971 0.18500000000000003 1.0000000180025095e-35 3.7253934147262187 3.7556752830605151 0.6503424657534248 4.5000000000000009 0.5375000000000002 0.38750000000000007 0.5375000000000002 0.72137002341920387 0.60676291793313075 0.33644838898673557 0.64956140350877212 3.6437425525307248 0.15000000000000005 0.4250000000000001 0.23000000000000004 3.4467622390330521 3.388574463632382 1.0000000180025095e-35 0.12000000000000002 0.17500000000000002 0.66984370007492833 4.9220329683658006 0.468663072628004 3.3575693901609607 0.60826939471440766 0.52500000000000013 0.18500000000000003 0.17500000000000002 3.5666825895759682 0.90000000000000013 1.0000000180025095e-35 0.67033194198013046 1.0000000180025095e-35 32.500000000000007 3.6166825895759684 3.6590178639248787 0.73078423933237657 0.69133291614518166 0.379347484781421 0.73610271519268089 28.500000000000004 0.15752905020251315 3.5498703649766381 0.72354706266665803 0.77999433596402612 0.59924242424242435 1.0000000180025095e-35 0.58081632653061233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=31 2 6 27 11 15 9 8 -8 10 -2 29 13 17 -14 18 -12 26 19 -6 -17 28 -21 -24 -25 -7 -9 -4 -15 30 -3 36 33 -33 -35 -36 37 -1 39 57 41 43 -43 45 -45 51 48 -48 56 -50 -44 -40 53 54 -42 -56 -47 -39 -59 -60 -49 -41
right_child=1 4 3 -5 5 25 7 12 -10 -11 16 -13 14 21 -16 20 -18 -19 -20 22 -22 -23 23 24 -26 -27 -28 -29 -30 -31 -32 32 -34 34 35 -37 -38 38 40 61 52 42 50 44 -46 46 47 60 49 -51 -52 -53 -54 -55 55 -57 -58 58 59 -61 -62 -63
leaf_value=0.018985518396271814 0.018176546749541223 -0.00026007001137487928 -0.006633957270597836 -0.021610695245440511 0.0056386171459894795 0.0012709767926622792 -0.00046083623735399107 -0.0098478241958605359 0.03292211050020661 -0.021738401009604377 -0.019195184879583698 0.032810544438493808 0.016541705647457761 0.011933522551090892 -0.006157171901101063 0.018908949422023324 0.0025029554441247746 0 0.0050289384368105349 -0.021138610102412702 -0.00021521387376106588 -0.004504833233071999 0.0068237969745851262 -0.004602400668188289 -0.021363389584686643 0.020125461249392174 -0.028213515618050529 0.010627301907367237 0.00042691760060203709 -0.0024418193168370627 0.02412218740602563 -0.02910903197035641 0.00031783798866808524 -0.016680903331531008 0.0030260436637871723 -0.011677498709633048 0.014106247717168559 -0.010978841479264072 -0.028665840742868317 0 -0.016109372191006773 -0.0079764865113313068 0.0080040943693965791 0.0017069059527435864 0.029207800888241514 0.0035302739777902728 0.0066998353915096254 -0.017028798783728327 -0.018768263734437653 0.0032473477378443484 0.039569358639993044 -0.0011046879504918493 0.0077419833286703011 -0.011513645915480916 0.013825325707837453 -0.0058771075166183318 0.019049817761543131 0.019683072812299831 -0.0049526771026387239 0.012128831507487434 -0.0053109688108497442 0.029780349039612651
leaf_weight=2.1421297639608374 2.1725910454988462 2.5439431732520443 2.9375589564442626 8.3880277187563461 2.295633476693193 3.1753069572150698 4.1416399516165248 4.3657435122877377 3.3411136046051979 4.8392454655840993 3.2036831006407738 1.9970963792875407 5.7968516284599882 6.2774923071265238 2.9291422609239817 1.9765716795809556 2.2145318007096648 2.3115075239911667 3.112400928977876 4.4399085231125381 2.6963437241502106 5.1766600832343093 2.3656385955400756 6.8757984670810384 3.4715242739766836 3.2727139331400394 3.9075113805010915 2.3450182154774666 6.3938639238476753 2.2724194186739624 2.2274751486256719 4.3061310509219757 317.87542647903319 4.4422789867967394 19.536625571548942 5.3381348960101596 4.4183784765191367 2.7760553411208155 2.6598919811658552 1.2329525218810879 3.7673818124458247 3.1221710965037328 2.4851245917379856 11.510638833045958 2.9892500648275009 7.5200067758560163 5.8968702936545005 6.1770545914769164 4.444099895656108 37.140488910488784 3.2000897973775864 3.317815204616636 4.066838431172072 14.522599739022551 5.5357756037265062 2.3473726054653525 6.2101018503308296 2.6914615062996772 8.1121684983372671 5.4763624574989072 27.467196962796152 2.2331153079867363
leaf_count=21 24 32 38 254 43 29 45 73 40 56 59 27 68 45 33 39 37 48 42 37 36 32 38 95 68 33 129 45 46 39 38 103 3384 50 169 53 69 27 54 98 35 22 28 164 109 57 51 44 26 351 33 57 54 128 80 28 49 56 75 51 296 26
internal_value=-2.03849e-06 -0.00117467 -0.00314734 -0.012931 0.00195142 -0.000830316 -0.000662082 0.00169022 0.014133 -0.00947823 -0.000534649 0.0127577 -0.000717051 -0.00372718 0.00828272 -0.00416685 -0.00948537 -0.0156344 -0.00680315 -0.00903396 0.00708679 0.00309693 -0.0113858 -0.00724036 -0.011093 0.0120607 -0.0196914 4.23605e-05 0.00669039 0.00549504 0.0104281 0.00023581 -0.000319756 -0.00649124 -0.0027911 0 0.00133208 0.000967985 0.000694737 0.00561219 0 0.00105822 0.0143807 0 0.00810482 -0.00115894 -0.000202242 -0.00540209 0.00341281 0.000672398 0.0275319 -0.0148708 -0.00446982 -0.00663915 0 0.00721597 0.0111532 0.00238467 0.00513307 0.00157233 -0.00772755 0.0206219
internal_weight=648.427 113.465 70.7422 13.6706 42.7228 33.6818 57.0716 44.6415 7.48275 12.4301 7.59081 9.04093 37.1588 28.4328 8.72599 27.2338 5.41821 10.5848 22.5609 19.4485 4.67292 17.848 17.1529 12.713 10.3473 6.44802 8.27325 5.28258 12.6714 7.04384 4.77142 534.962 351.499 33.6232 29.317 24.8748 183.463 179.045 176.903 22.5221 154.381 124.141 8.80739 115.333 14.4999 100.834 94.8558 39.5411 55.3147 41.5846 5.68521 5.97771 30.24 26.1731 11.6505 7.88315 13.7301 19.056 16.28 13.5885 33.6443 3.46607
internal_count=7516 1668 1072 337 596 460 735 559 85 176 120 136 474 373 101 398 96 250 323 281 75 123 238 201 163 62 202 83 91 109 70 5848 3759 375 272 222 2089 2020 1999 333 1666 1341 83 1258 273 985 874 391 483 377 61 111 325 271 143 108 106 209 182 126 340 124
is_linear=0
shrinkage=0.03


Tree=278
num_leaves=63
num_cat=0
split_feature=27 3 50 42 21 21 3 12 9 3 3 31 3 36 21 42 32 33 3 50 31 13 1 50 21 1 9 3 3 50 42 42 42 3 31 26 31 1 1 13 3 43 3 12 3 14 3 1 21 50 12 3 4 21 26 43 42 31 4 3 14 32
split_gain=0.169363 0.915817 0.574169 0.901287 0.89841 1.65639 1.15882 1.52411 0.911523 0.900148 1.49204 1.28129 1.27066 0.889714 1.8164 2.03305 1.52165 1.01463 0.913255 0.886796 1.61829 0.83956 0.567852 0.381634 1.63872 1.17354 1.74514 0.938637 1.57221 0.979876 1.20634 1.11118 1.31678 1.25968 1.43592 1.61181 0.929291 1.14681 2.48181 1.10048 2.0118 1.22658 0.93469 0.919358 1.55372 1.86319 1.55035 1.50815 1.1862 1.87478 3.56938 1.76317 1.61678 1.53771 1.10579 0.959343 0.960302 0.910706 0.908069 1.56523 1.40534 0.907655
threshold=1.0000000180025095e-35 0.033908045977011504 3.4150731631156739 3.529217446389759 0.46803891343981707 0.4391064729205002 0.51250000000000007 0.57500000000000007 1.0000000180025095e-35 0.1012820512820513 0.12060606060606062 0.2950000000000001 0.089572192513368995 1.0000000180025095e-35 0.36285815454412707 3.6088652702674477 0.15000000000000005 1.0000000180025095e-35 0.19526143790849676 3.0678793895128593 0.12000000000000002 0.70000000000000007 4.7502366905087499 3.3973861251426389 0.46047529722733416 3.5368030955064285 0.17500000000000002 0.03509852216748769 0.048809523809523817 3.315707808323157 5.0005279307147701 5.0009086044551614 5.0406221800092199 0.5375000000000002 0.2950000000000001 6.5000000000000009 0.28500000000000009 4.8726189978199859 4.6641525978018654 1.0000000180025095e-35 0.13723808562876269 -1.0000000180025095e-35 0.17573529411764707 0.32500000000000012 0.31936274509803925 0.67175839552238814 0.38750000000000007 3.9303249852141158 0.4826557661125509 3.3536489182451987 0.4250000000000001 0.12060606060606062 0.22048611111111113 0.42934748478142082 9.5000000000000018 0.12499999999999999 3.821439344671016 0.23000000000000004 0.43132201334141912 0.19526143790849676 0.62981481481481494 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 -2 4 -4 5 6 8 19 -3 11 -11 12 22 16 15 -15 17 -12 -18 20 -8 -5 -10 27 25 26 -25 -1 -29 31 43 33 -33 36 35 -35 37 38 -30 41 -41 -40 -39 44 47 46 -46 -31 49 51 55 -45 54 57 -52 56 -51 -53 59 60 -34 -28
right_child=1 2 3 21 -6 -7 7 -9 9 10 13 -13 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 61 28 29 30 -32 32 58 34 -36 -37 -38 42 39 40 -42 -43 -44 48 45 -47 -48 -49 -50 50 52 53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.0092321904610965424 -0.017269202532779544 0.012957428365047574 -0.0043622951965492304 0.016037143123636421 -0.01294501366375716 0.018631407551958041 -0.0071032792412387743 -0.019201904577755627 0.010479523818315194 -0.017261219842702593 0.0054227276907812798 -0.0045235443825387602 0.021983050479645508 0.012139491908033309 0.023156857822785759 -0.013886716973343339 0.00044261619589877312 -0.0083958552259875835 -0.010422368659297307 -0.011810637673208774 0.020267673653683003 -0.0010310026231584524 -0.0066168457991292841 0.022277650279675033 0.016675059699237296 -0.0049249920571336567 0.0070674828565025268 -0.021947653710876844 -0.001562069102538336 -0.030370544854315791 -0.011534727202083258 0.021496185746004915 0.028094403534142245 0.015937361372564299 0.022574355624251287 -0.0025063463892251764 -0.0053336572588204611 -0.011109779047757267 0.02326476191186955 -0.007953472541121602 0.012957622020006294 0.0039625494953832432 0.0054454567791873626 0.016623483328317461 0.0095427375353826626 0.014444945758767681 -0.011939258422000181 -0.00026534339764905493 -0.011495031416304837 0.033480668614037298 0.021208949020106931 -0.0052911863339963226 -0.014495233176680463 0.015747888171154099 -0.00095325063949722405 0.043608648537524997 0.0034634464865489129 0.009685766073153414 -0.011141936087516924 -0.012495188674695842 -0.0037326290302047808 -0.012765137522423819
leaf_weight=9.6461373716592771 2.2154841190204015 5.7892789486795655 3.9229903370141974 8.2955504367127997 4.0415890119038513 4.4486694831866762 3.4903720952570456 5.7207535672932854 3.3675820333883184 4.3383653247728935 28.346232320531271 5.3054623734205952 6.0337658994831145 5.6959871314465982 4.2232151743955901 4.7826941108796746 9.6765611886512506 5.2784826634451738 17.778801522217691 3.6620084960013628 3.5238090306520462 2.7917753085494033 2.9266935270279646 3.553053215146063 3.6317985872738054 62.329046753235161 3.8208599239587784 2.7530760858207932 180.87301789061166 2.5817034239880767 4.6391789233312002 4.0342959100380531 3.2378792011877504 5.4187190122902456 3.519892305135726 16.353640754474327 53.083930024178699 15.531900809379296 6.6787034953013062 8.1485547879710776 7.7985903155058631 6.9535007625818253 3.1515696076676241 6.6445585838519028 4.3791942731477338 7.9684772714972487 7.9117352226749063 4.1660281657241285 2.979361457284539 1.8898157826624835 3.7920983508229238 23.371178901754327 3.1156828524544835 4.4680068967863908 3.1053078714758158 3.2164628349710256 2.8545435732230544 3.9146599951200178 3.239607164170593 1.9351853849366305 1.4197725113481281 3.7971079545095563
leaf_count=109 21 49 36 98 44 49 34 39 37 40 348 62 73 52 39 75 97 49 195 29 28 45 29 38 49 692 36 26 2194 31 65 51 107 51 29 201 566 231 59 120 110 49 41 77 50 79 80 64 34 24 36 239 27 49 50 47 46 41 52 24 24 50
internal_value=-3.98688e-07 0.000890057 0.00123596 0.00678317 0.000531443 0.00103755 0.000305109 -0.00699185 0.00152973 0.000766621 -0.000519634 0.00688764 0.0122713 0.000402734 0.00703325 0 -0.00111306 0.00303925 -0.00640057 0 0.00599641 0.0112657 0.00164725 -0.000271015 -0.00221198 -0.00326936 0.00536477 6.81876e-05 -0.000134648 7.00423e-06 0.002766 -0.000756779 0.00743292 -0.00115017 0.00517932 0.00191415 -0.00174192 -0.000879738 -0.000214706 0.00777788 0.00193488 0.0140525 -0.00797137 0.00362843 -0.000764402 0.00316936 -0.00377474 -0.01319 0.00572393 0.00677746 0.0148009 0.00280907 0.00210082 0 0.0106401 0.0295969 0.0175043 -0.00286933 0.000751136 0.00763446 0.0174033 -0.00212412
internal_weight=647.564 145.656 143.441 15.0103 128.43 124.389 119.94 16.3969 103.543 97.7538 80.1203 17.6335 12.328 75.782 14.7019 10.4787 61.0801 33.6247 27.4554 10.6762 7.01418 11.0873 6.29428 501.908 77.1319 73.5001 11.171 424.776 415.13 412.377 90.998 321.379 13.8667 307.512 25.2923 21.7724 282.22 229.136 210.452 29.5793 15.9471 13.6322 18.6835 86.3588 27.0071 20.2594 12.2909 6.74773 59.3517 56.3723 17.9739 38.3984 10.0131 31.7538 6.89741 7.96082 4.74436 27.2858 9.83244 6.59284 4.65765 7.61797
internal_count=7516 1568 1547 179 1368 1324 1275 130 1145 1096 895 201 139 855 166 127 689 397 292 91 62 143 66 5948 865 816 124 5083 4974 4948 1039 3909 258 3651 281 252 3370 2804 2532 338 230 108 272 974 304 209 130 95 670 636 230 406 113 329 86 117 70 280 207 155 131 86
is_linear=0
shrinkage=0.03


Tree=279
num_leaves=63
num_cat=0
split_feature=58 36 48 32 31 32 42 27 14 42 1 1 49 50 42 37 11 14 14 26 1 11 50 49 32 3 3 12 1 14 1 32 31 31 26 50 42 50 42 26 43 26 11 26 11 42 3 5 5 1 4 11 14 42 32 42 42 11 11 26 42 36
split_gain=0.202987 0.733627 2.4958 1.63182 2.69432 1.45927 1.45109 1.4411 1.44102 1.33573 1.27548 1.45808 1.52248 1.27058 1.14718 0.828131 0.925569 1.19114 0.939464 1.21739 0.721801 0.695028 0.673477 0.661454 0.631043 0.601395 0.469064 0.447943 0.438395 0.429129 0.698015 0.364345 0.352471 1.4901 4.95536 1.76612 1.83182 1.25211 0.887605 0.820826 1.08802 0.855413 1.35746 1.2835 1.16152 1.24597 0.9226 0.761944 1.39334 0.755673 0.76556 1.20583 1.18973 1.44623 1.06411 0.743397 1.91359 1.49826 1.51763 1.27668 1.95508 2.63158
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.18500000000000003 1.0000000180025095e-35 0.15000000000000005 3.5223737282238914 1.0000000180025095e-35 0.72591692443658873 3.7574466511864686 3.505475127672971 3.7506054687678292 1.0000000180025095e-35 3.3536489182451987 3.4937425525307249 1.0000000180025095e-35 0.93349589109791131 0.61948410123296571 0.6503424657534248 7.5000000000000009 3.5467622390330522 0.90149954435563784 2.8153069638604364 1.0000000180025095e-35 0.17500000000000002 0.46250000000000008 0.5375000000000002 0.37500000000000006 3.6437425525307248 0.72137002341920387 3.6556752830605155 0.17500000000000002 1.0000000180025095e-35 0.12000000000000002 9.5000000000000018 3.315707808323157 4.3751111872189599 2.7040907083446837 4.8037733451769924 5.5000000000000009 -1.0000000180025095e-35 6.5000000000000009 0.68273594447144703 7.5000000000000009 0.91597433949860452 3.5782217993645888 0.20761494252873566 0.3943381180223286 0.35805860805860812 3.3575693901609607 0.72500000000000009 0.66692775118394609 0.74856321839080475 3.8222509892493988 0.16500000000000004 3.637649039618045 3.6558013640444909 0.90417064739399211 0.89945260050547038 11.500000000000002 3.7065212271721317 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=32 2 3 4 5 23 14 9 -7 15 -5 12 13 21 22 16 17 27 31 -20 -6 -12 -3 -2 -17 -21 -11 -8 -9 30 -22 -19 49 34 -34 36 37 -36 -38 40 -35 42 -41 -43 45 -44 -47 48 -45 -1 51 52 53 -51 -55 57 -57 58 -53 60 61 -58
right_child=1 6 -4 10 20 8 7 28 -10 26 11 -13 -14 -15 -16 24 -18 18 19 25 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 39 35 -37 38 -39 -40 41 -42 43 44 47 -46 46 -48 -49 -50 50 -52 55 -54 54 -56 56 59 -59 -60 -61 -62 -63
leaf_value=0.018414751324378503 0 -0.0025834568620003982 -0.023443078144315229 -0.009864960411080783 -0.0054763092091991749 -0.02479160259312781 -0.018036335830551302 0.001091902649184149 0.0026897442235055734 0.021164559427695753 0.011590157142365594 -0.0091189226043668116 0.034267381952261255 0.025809753208410766 0.030173750065967616 -0.028829256698265908 -0.020679157317664908 0.020685381083640993 0.01331885727462714 -0.026507323469216394 0.017142072206230881 -0.0078565380046963524 0.015124049129684127 -0.014445599955217246 0 0 0 -0.00058755259696675855 0.018898017405836139 -0.00065474606421549772 0.0020293777013787469 0.00094466218573047026 -0.030228577769171459 0.023285335721450633 -0.014762389667926994 -0.013891609508535024 0.022249113254246323 0.0042836132769652107 0.0015015988137038643 0.019969844921209217 0 0.012395390828325524 -0.0022618366119984009 9.7183090875144088e-05 0.005758797946025445 -0.0053334478313275041 -0.027772062919580474 -0.010569543793410132 0.017051107727185509 0.011149020128660755 0.010410614868269597 -0.00082526668004476373 -0.026726294624238665 -0.026054067456415315 0.0032270111135428337 0.020915015844760899 0.0048064396715333932 -0.014137303132805749 0.017666885985732666 0.015526767641377542 0.0027827380905898974 -0.022749092112661597
leaf_weight=2.1389572806656352 8.6184519492089766 3.6994849094189686 4.8649844941683105 2.9659661911428001 7.1557293646037605 8.8859768710099143 3.5551947299391164 3.1819976121187201 1.6032219389453519 1.8704006285406638 2.6814981708303076 2.2930696103721848 2.7972176633775225 2.2830467857420444 2.3353632031939924 2.3948404733091588 2.42986244871281 3.0413876939564926 1.8767247721552847 1.6824295730330052 4.9937763363122967 3.663070248439908 2.9960719565860927 3.611900581046938 1.4818243840709326 1.3557865216862408 2.1788243148475885 3.2464075181633234 3.3217149972915649 5.6124181970953932 8.3331797346472722 2.0899340375326574 6.1420238008722654 3.0243600155226886 5.2082700617611462 6.6816355735063544 4.9184838980436307 6.4456495828926563 4.012481177225709 1.4398046047426785 5.2574534362647665 7.759177405270747 8.8673922121524864 268.7438386460999 4.0222403277875847 3.736717159394173 4.9383400813676417 5.6089525297284117 4.2513588815927497 3.2806698894128186 7.4218405836727461 58.080222699791193 2.5054107764735818 2.5148168071173136 1.2778429100289939 4.9396435180678955 5.1283614151179773 6.8941576229408374 4.0724379997700444 5.6357447006739667 72.475683601107448 6.5755900368094444
leaf_count=21 107 53 135 42 52 313 33 29 45 36 32 30 38 27 32 40 30 41 15 42 39 51 46 66 39 32 29 33 33 36 59 33 133 36 38 63 49 55 37 32 46 105 61 2908 41 61 27 35 32 37 152 444 34 76 16 45 38 48 39 92 1000 47
internal_value=0 -0.00116139 -0.00307365 -0.0014026 -0.00424409 -0.0117927 0.00184684 -0.000868984 -0.0200582 -0.00407651 0.00650763 0.0105696 0.0151263 0.00760494 0.0124327 -0.00702421 -0.00398244 -0.00100808 0.00513058 -0.00325385 0.00213961 0 0.00467887 -0.0040126 -0.019741 -0.0155341 0.0109044 -0.0108197 0.0113737 0.00535772 0.00830557 0.0141077 0.000236442 -0.000306203 -0.00632196 -0.000537433 0.00360048 -0.00382756 0.0138219 0.000311202 0.0095221 3.92504e-05 -0.00547936 0.000507031 -0.00762209 -0.0110587 -0.0191208 0.000145763 0.000395459 0.00130972 0.00105409 0.000607467 -0.00955773 -0.00208391 -0.0150183 0.00124942 0.00298894 -0.00105288 0.000342952 0.00189212 0.000873544 -0.0102931
internal_weight=647.101 113.102 70.3635 65.4985 48.8147 22.7196 42.7382 33.7073 10.4892 27.2036 16.6839 13.7179 11.4248 8.62762 9.03092 23.1544 19.2777 16.8479 10.0463 4.91494 26.0951 6.34457 6.69556 12.2304 3.87666 3.03822 4.04922 6.8016 6.50371 18.9394 13.327 5.13132 534 351.058 33.4085 27.2665 20.5849 11.6539 8.93097 317.65 8.28181 309.368 23.0045 286.363 21.5647 17.5424 8.67506 278.604 272.995 182.941 180.802 173.381 9.57874 7.07333 3.79266 163.802 94.755 69.0468 62.1527 89.8154 84.1796 11.704
internal_count=7516 1668 1072 937 717 531 596 465 358 403 220 178 148 110 131 338 259 229 163 89 186 83 99 173 79 74 65 66 62 134 98 74 5848 3759 375 242 179 93 86 3384 82 3302 222 3080 190 149 88 2975 2940 2089 2068 1916 163 129 92 1753 1222 531 483 1177 1085 85
is_linear=0
shrinkage=0.03


Tree=280
num_leaves=63
num_cat=0
split_feature=58 36 48 32 31 32 47 42 1 1 49 50 42 50 34 50 14 11 1 1 50 14 1 31 31 26 50 42 50 1 1 26 42 26 11 26 11 42 11 11 41 14 11 11 11 42 12 42 14 14 42 49 11 50 12 11 1 4 11 14 42 12
split_gain=0.191696 0.695027 2.41107 1.53862 2.56798 1.42003 1.45157 1.36772 1.20261 1.37188 1.37963 1.18109 1.10449 1.28217 0.713713 1.40002 1.25963 1.02547 0.681615 0.656282 0.644505 0.408573 0.658757 0.332494 1.41147 4.82633 1.67493 1.72586 1.46556 1.46053 1.38638 0.781101 1.02603 0.806799 1.29061 1.21287 1.10219 1.17891 0.719546 1.93539 1.87177 1.02742 1.02695 1.29594 1.86397 1.01094 3.25217 2.07492 1.75138 1.71092 1.46447 1.39683 0.919732 0.915402 0.821288 1.71235 0.714221 0.72067 1.14512 1.14878 1.45638 0.949514
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.18500000000000003 1.0000000180025095e-35 0.15000000000000005 15.000000000000002 3.5223737282238914 3.505475127672971 3.7506054687678292 1.0000000180025095e-35 3.3536489182451987 3.3868030955064286 3.315707808323157 1.0000000180025095e-35 2.533010400260828 0.64956140350877212 0.92591708652102567 3.5467622390330522 3.5855547771300551 2.9242685963818378 0.72137002341920387 3.6556752830605155 1.0000000180025095e-35 0.12000000000000002 9.5000000000000018 3.315707808323157 4.5831513229706227 2.533010400260828 3.7885744636323824 4.8037733451769924 5.5000000000000009 3.6495906236714224 6.5000000000000009 0.68273594447144703 7.5000000000000009 0.91597433949860452 3.5782217993645888 0.92591708652102567 0.93090551165006608 1.0000000180025095e-35 0.64346246973365628 0.89167064739399204 0.88503641909269792 0.87795077387660703 3.6345066141412254 0.4250000000000001 3.6195884966423413 0.63299319727891168 0.67175839552238814 3.6558013640444909 0.15500000000000005 0.94638869428251371 2.9242685963818378 0.17500000000000002 0.87024954435563784 3.3575693901609607 0.72500000000000009 0.66692775118394609 0.753907203907204 3.8222509892493988 0.32500000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 3 4 5 20 -7 12 -5 10 11 19 -3 -14 15 -9 -16 -17 -6 -10 -2 22 -20 56 25 -25 27 28 -27 -30 -29 32 -26 34 -33 -35 37 -36 42 41 52 -40 43 44 54 47 -47 48 -44 -50 -48 -52 -41 -42 -37 -56 -1 58 59 60 -58 -62
right_child=1 7 -4 8 18 6 -8 14 9 -11 -12 -13 13 -15 16 17 -18 -19 21 -21 -22 -23 -24 24 31 26 -28 30 29 -31 -32 33 -34 35 36 38 -38 -39 39 40 53 -43 45 -45 -46 46 50 -49 49 -51 51 -53 -54 -55 55 -57 57 -59 -60 -61 61 -63
leaf_value=0.017906435544424445 0.004100321809933076 -0.0031501952419939923 -0.023228324863484733 -0.0096401342274158915 -0.0053123499034862668 -0.024575134854119114 0.0034982489462957065 0.017004820342054673 0.013319516286838737 -0.0089182037425135814 0.032652547192944664 0.024779889856386784 0.027512072214211574 0 0.017176927698422741 -0.010228690440466577 -0.0047094018944958882 0.0030406043084621947 0.016696878722376633 -0.0063428949955993044 -0.0093563003761960375 -0.00063578851397221362 0.0019706444691959977 -0.030117281393513638 0 -0.014053416082423177 -0.013571837171041025 0.029202870294904027 0.019008152031027625 -0.0060290539167244545 0.0014575183276516618 0.019512803330460158 0.021195102250911358 0.012065771941293074 -0.0021954915397022915 0.0096856767283075469 0.0056006743726178644 -0.018626965046565368 -0.025347402850539109 -0.01319966672761178 0.017417793930165352 -0.0036182687321256804 -0.0050263051809737742 -0.011740711356147016 0.015617710385095646 -0.024857756559964535 -0.0039782170271487113 0.031507533446789866 0.029206875206872797 0 0.019217484357015344 -0.0029832141098718227 0.0024437719787800431 0 -1.1250796101811129e-05 -0.016007063706628518 0.010994776975672971 0.010102011588204405 0.0012139000266105792 -0.027197281804771534 0 -0.026929842821620063
leaf_weight=2.139357227832078 4.5169208180159348 2.4119576402008516 4.7660156576894215 2.9490089081227806 7.1613700464367893 8.7553372955881024 1.5373153090476996 2.3484016163274672 2.1273296484723669 2.2790549453347912 2.8564480170607558 2.3144156094640493 4.3810338764451444 2.2594068679027259 4.5101439375430328 16.03899193205871 3.9974933145567775 6.7468938343226901 4.9786828905344036 4.2184214163571596 7.6730292867869139 5.6123338863253585 8.3301042392849904 5.9829228864982715 4.7701786383986455 5.7364509347826296 6.6392559660598627 3.2689022589474908 3.67443623021245 3.9194567445665598 4.0158152673393488 1.4340950360056037 3.4846675519365817 7.7378046669764435 8.8673376441001945 7.0633604368194929 4.0174463853472835 8.6577615081332606 4.6650711856782419 7.8997163427993655 6.0631082691252232 4.6664574034512043 7.0565476343035716 8.0939913415350002 6.7590561397373667 3.4881216371431973 7.1241143494844463 3.3222598806023589 3.6148564172908664 3.2125729499384761 8.1557074040174466 2.9801098393509156 4.7599948165006936 4.0223083179444075 179.58725561248139 6.0606110384687772 3.310439922846852 7.4251700930763027 163.78053153585643 2.2936447807587683 1.6372522986494007 2.2539439597167075
leaf_count=21 61 30 135 42 52 331 27 41 25 30 38 27 71 30 42 225 65 92 39 58 112 36 59 133 34 42 63 32 31 37 37 32 48 105 61 66 41 88 81 53 53 33 48 56 56 22 49 33 41 27 78 71 35 33 2100 40 38 152 1753 31 35 59
internal_value=0 -0.0011288 -0.00299653 -0.0013621 -0.00413916 -0.0115649 -0.0198235 0.00179658 0.00629197 0.0102155 0.0146016 0.00736784 0.0120586 0.0183905 -0.000842376 -0.00353851 0.00633216 -0.00604636 0.00207271 0 -0.00390006 0.00520797 0.00808937 0.000231388 -0.00029546 -0.00616694 -0.000509672 0.00349884 -0.00255854 0.00549269 0.0151571 0.000303679 0.0093037 3.82445e-05 -0.00532407 0.000492897 -0.00741771 -0.0107701 0.000141521 -0.00404334 0.000454103 -0.0154146 0.000713206 -9.90499e-05 0.000354576 0.00517287 0.000559201 0.0105862 0.0047777 0.0156192 0.00595624 0.0127991 -0.0069047 0.0102292 -0.000165289 -0.000582394 0.00127421 0.00102455 0.000589779 -0.00935956 -0.00228641 -0.0150371
internal_weight=646.412 112.77 70.0758 65.3098 48.5651 22.4826 10.2927 42.6943 16.7447 13.7957 11.5166 8.66017 9.0524 6.64044 33.6419 25.1343 8.50764 22.7859 26.0825 6.34575 12.19 18.9211 13.3088 533.642 350.802 33.2372 27.2543 20.6151 13.3303 7.59389 7.28472 317.565 8.25485 309.31 22.9766 286.333 21.5425 17.5251 278.595 32.0767 22.7451 9.33153 246.519 207.564 199.47 38.9543 21.7481 17.2062 13.884 6.82743 18.2599 11.1358 12.6597 10.0854 192.711 185.648 182.84 180.701 173.276 9.49528 7.20164 3.8912
internal_count=7516 1668 1072 937 717 531 358 596 220 178 148 110 131 101 465 358 107 317 186 83 173 134 98 5848 3759 375 242 179 110 68 69 3384 82 3302 222 3080 190 149 2975 288 174 114 2687 2318 2262 369 220 149 116 68 198 149 88 86 2206 2140 2089 2068 1916 163 132 94
is_linear=0
shrinkage=0.03


Tree=281
num_leaves=63
num_cat=0
split_feature=58 36 48 42 27 42 42 1 21 50 1 31 37 1 12 21 12 26 42 9 31 21 50 42 1 42 21 42 1 42 1 50 1 21 31 25 31 26 50 42 50 21 42 26 43 26 26 21 21 1 50 1 42 50 50 1 21 1 31 42 26 49
split_gain=0.179967 0.658637 2.32913 1.28009 1.36565 1.23379 1.06485 0.92332 1.11074 1.66926 0.943937 1.04192 0.799938 0.858675 0.814112 2.28302 0.708134 1.00772 0.673149 0.718575 0.652534 1.01337 0.65251 0.635219 2.57934 1.70418 0.861721 0.719142 0.622637 0.467903 0.384764 0.374881 0.36035 0.590814 0.313605 3.21243 1.15911 4.09206 1.58811 1.65241 1.11566 0.786233 0.773624 0.692947 1.04767 0.842538 1.0826 0.856876 1.32145 0.802308 1.82992 1.88921 1.89206 0.847361 1.38639 1.14653 1.99692 1.424 0.979794 1.19387 0.764309 0.732742
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5223737282238914 1.0000000180025095e-35 3.7574466511864686 3.4937425525307249 3.5194678211575181 0.33297866047458713 3.315707808323157 3.4792268092965979 0.16000000000000003 1.0000000180025095e-35 3.7345066141412255 0.27500000000000013 0.35797866047458704 0.22500000000000006 8.5000000000000018 3.700214782859609 0.17500000000000002 1.0000000180025095e-35 0.44697135395913412 2.8153069638604364 3.6248351047945473 3.6355547771300549 3.6684628112255093 0.40922697885096049 3.735056698925844 3.554024590419385 3.5924942341543513 3.6437425525307248 3.3361473422153938 3.7065212271721317 0.37757611665546731 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 9.5000000000000018 3.315707808323157 4.3751111872189599 2.7040907083446837 0.468663072628004 4.8037733451769924 5.5000000000000009 -1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 0.38245561072500711 0.34035479129687396 3.6467622390330523 3.5178448824637267 3.6195884966423413 3.6327695455485052 1.7585441243211084 2.2053316966240444 4.5533537917988118 0.41866307262800395 4.6345953588972035 0.31000000000000011 3.7044269646841417 10.500000000000002 0.12000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=34 2 7 6 5 12 22 10 9 -9 11 16 13 14 28 -16 -2 -18 19 -17 21 23 -3 29 -25 -26 31 -28 -5 -10 -6 -27 33 -22 41 36 37 -36 39 40 -39 -1 -41 44 -38 47 -47 48 -45 50 51 61 -53 58 55 56 -55 -57 59 -51 -61 -48
right_child=1 3 -4 4 30 -7 -8 8 20 -11 -12 -13 -14 -15 15 18 17 -19 -20 -21 32 -23 -24 24 25 26 27 -29 -30 -31 -32 -33 -34 -35 35 -37 43 38 -40 42 -42 -43 -44 45 -46 46 49 -49 -50 53 -52 52 -54 54 -56 57 -58 -59 -60 60 -62 -63
leaf_value=0.00088396006000011386 -0.01895620139946717 -0.002938478907904319 -0.023012780729444231 0 0.001228067716032593 0.010365204117956186 0.028705518641875566 -0.0036575411457232302 0 0.021395946922301477 -0.01760968558193568 0.017093170736596261 -0.019424305956523415 -0.020155045162756988 0.031244493103933554 0 0.01231739859370695 -0.013880895287611227 0.0096630875489235515 -0.021301467683728145 0.0065908092375112455 -0.026119343130909398 0.014496199167281995 0.032124757502667821 -0.022469129476789917 0.018712186908104538 -0.02085722265824173 0.00034064497381326546 -0.017166945379915251 -0.016477187582264519 0.018121955935044575 0 0.0090660530092324179 -0.0062887657208787256 -0.029679970912773898 -0.028391775408080227 0.022688691375519661 -0.014071093506407117 -0.013257888628520863 0.020849526485726775 0.0039235805290920968 0.013553881222129759 0.0014147639084778254 -0.0030815780537275009 0 0.01174438630882318 -0.0019892093265034289 0.0062436736514697956 -0.022476875590698955 0.015295932183327155 0.023151393961592392 0.032283120995605694 0.0020599285724208845 0.022108710232892716 -0.00083860237591921961 -0.018162072084466515 -0.0023870597684581174 0.005735885147733091 -0.022620977306475835 -0.016115490230727832 0 0.0069926296063152552
leaf_weight=178.36913558188826 2.5759869804605824 3.7158771376125497 4.6696720779873422 2.71679312689231 3.1753084659576407 4.0758723723702124 2.3455524607561529 3.7010193383321148 2.7951270295307102 4.9984999187290668 5.4957763822749248 1.827911678701639 3.8093488812446585 2.3608393685426554 2.0017842631787071 3.9395440998487157 2.6115680299699306 2.2931457478553057 2.2722486015409231 2.1811812419909984 5.9455549195408839 1.7055229879915703 3.0151368197984993 1.8532377472147334 3.1896174540743223 2.5553446002304536 1.6917445203289387 3.9368455084040761 3.7214583391323686 4.0002251788973808 3.3530226051807404 2.1000099601224065 5.3516504243016234 6.4949975907802582 5.0445519373752168 3.4225491271354249 2.9799506179988384 5.1609571743756586 6.5979507444426408 4.9905030913650972 6.4383118860423565 4.4175202834885559 4.0190523136407137 14.550545555772265 5.2422211538068932 7.7168589292559764 41.180198028218001 4.1109510245732954 4.2912621628493062 2.246705435216426 3.8178786817006758 3.2649001590907556 5.1322817131876945 7.8441554359160381 172.98384426860139 2.6897462075576177 4.0622261818498373 9.7810849417000991 2.89730031765066 4.7509356996742991 5.1980758743593469 9.9496144782751781
leaf_count=2020 46 53 135 40 29 65 32 57 54 53 68 16 79 28 24 55 37 55 27 41 43 42 46 27 80 53 31 84 44 75 33 36 40 40 120 90 36 38 63 49 55 69 37 155 46 105 312 43 24 18 46 39 42 80 1851 32 41 110 54 86 102 85
internal_value=0 -0.00109496 -0.00291983 0.00174873 -0.000803951 -0.00394853 0.0116608 -0.00132118 0.000513286 0.0102206 -0.00788006 -0.00125514 -0.00681081 -0.00382357 -0.000971054 0.00380592 -0.00684808 0 -0.00261502 -0.00828392 -0.00141148 -0.00473455 0.0041986 -0.00259784 0.000447137 -0.00387735 0.00163532 -0.0054983 -0.00946978 -0.0101399 0.0110775 0.0113672 0.00270853 0 0.000224489 -0.000287256 0 -0.00539222 -0.00048625 0.0034024 -0.00367723 0.00123743 0.0130504 0.000562523 0.00907795 0.000308729 0.000776008 -0.00516087 -0.00800368 0.000439085 0.00340736 0.00196729 0.0149865 -0.000420086 7.69681e-05 0.00677206 0.0133543 0 -0.00722806 -0.0027812 -0.00767558 -0.00010406
internal_weight=645.629 112.477 69.7935 42.684 33.6074 27.0791 9.07657 65.1238 50.3194 8.69952 14.8044 9.30861 23.0032 19.1938 16.833 10.3948 7.4807 4.90471 8.39297 6.12073 41.6199 23.8277 6.73101 22.1222 15.3268 13.4736 10.2839 5.62859 6.43825 6.79535 6.52833 4.65535 17.7922 12.4406 533.151 350.365 346.942 32.2513 27.2068 20.6088 11.5993 182.787 9.00956 314.691 8.22217 306.469 283.516 22.9528 18.8418 275.799 63.3449 59.527 8.39718 212.454 197.361 24.3772 11.9064 12.4708 15.093 12.1957 9.94901 51.1298
internal_count=7516 1668 1072 596 465 403 131 937 715 110 222 154 338 259 231 147 138 92 123 96 605 482 99 440 311 284 204 115 84 129 62 89 123 83 5848 3759 3669 362 242 179 93 2089 86 3307 82 3225 3003 222 179 2898 524 478 81 2374 2114 263 121 142 260 206 188 397
is_linear=0
shrinkage=0.03


Tree=282
num_leaves=58
num_cat=0
split_feature=11 39 11 9 11 11 25 11 1 11 14 32 59 56 17 11 31 42 43 42 4 11 11 38 14 43 59 14 14 14 49 14 4 42 11 32 13 32 49 31 32 42 9 48 14 9 1 14 32 42 11 14 14 17 31 4 42
split_gain=0.182745 0.433792 1.03788 0.75869 0.320744 0.33796 0.317202 0.265335 1.65379 1.39296 1.41652 1.30008 1.28552 1.11799 1.16031 1.02388 0.927132 0.998879 0.863472 0.862197 1.46526 0.844926 1.39331 1.15432 1.85925 1.09362 1.57115 0.901001 0.830347 0.796624 0.625513 0.846862 0.595385 0.619025 0.90797 0.579726 0.545157 0.496902 0.485694 1.71361 1.00085 1.82958 0.876022 1.10114 1.03612 1.1814 0.998254 0.868195 2.26304 1.08728 0.858503 0.483593 0.357761 0.292844 0.23833 0.128218 0.0744006
threshold=0.94958336294286549 1.0000000180025095e-35 0.95657970968513883 1.0000000180025095e-35 0.94638869428251371 0.94384835368155462 1.0000000180025095e-35 0.91640860664678481 3.6712391892834719 0.91391882076512887 0.64237451737451756 0.18500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.92713171038894326 0.35000000000000003 3.4467622390330521 0.52500000000000013 3.5136629030736408 0.34330357142857149 0.93349589109791131 0.93090551165006608 1.0000000180025095e-35 0.66141439205955344 -1.0000000180025095e-35 1.0000000180025095e-35 0.70620204603580572 0.64530791788856312 0.69467984934086646 0.32500000000000007 0.60676291793313075 0.40619293279766261 3.3965620836455082 0.88746759124415953 0.25000000000000006 0.90000000000000013 0.34500000000000003 0.12000000000000002 0.23000000000000004 1.0000000180025095e-35 3.5118030955064281 0.12500000000000003 1.5000000000000002 0.6503424657534248 1.0000000180025095e-35 3.4792268092965979 0.62105911330049268 0.15000000000000005 3.4334948141752979 0.65632832535518404 0.63069358178053847 0.62414383561643849 1.5000000000000002 0.16000000000000003 0.29864864864864871 4.5831513229706227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -4 9 -9 16 -11 13 35 14 15 -10 18 -18 30 -19 -21 22 25 24 51 27 -27 -16 -20 -26 38 -32 33 -33 -35 -13 -34 -37 42 47 41 -41 44 46 45 -1 -44 48 -40 -49 -46 -23 -39 -15 -12 -30 -22
right_child=1 -3 6 -5 -6 -7 -8 8 11 10 54 12 -14 53 21 -17 17 19 28 20 56 23 -24 -25 29 26 -28 -29 55 -31 31 32 36 34 -36 37 -38 52 39 40 -42 -43 43 -45 50 -47 -48 49 -50 -51 -52 -53 -54 -55 -56 -57 -58
leaf_value=0.0019635085615917172 0.00195463253210321 -0.012695241854446253 0.013636877726293305 -0.015641683444704995 0.0067596160133284195 -0.0073462049960663868 0 0.01785469131695917 -0.0034180073987523148 0 -0.0093971529122796466 0.014200446472217292 0.024938085945525951 0 0.0071993791896092021 0.020362061742875158 0.022271086066073364 -0.016998050321097517 0 0.023037909895756485 0 0.011090390774491376 0.013630880079538776 -0.023304877136719079 -0.022661377974046749 0.011646266390493615 -0.010033039528567366 -0.009728725988045488 0.027472307566963151 -0.0020433035995197158 0.0051382181851249552 -0.01437959840829559 -0.029676948898882019 0.0054530072774309837 -0.010812702966253772 -0.015495144039475838 -0.0030989034033189187 0.016602274851854858 -0.022315058595217176 0 0 0.029334378987168362 0.0062793174863597966 -0.015110594684255929 0.0096694108938450343 -0.008583852492927535 2.7449958889397288e-05 0.011409761697479273 0.0034874298576517324 0 -0.0014369126036724389 -0.00096757830211962573 -0.0037245756896366038 0.016495922143217545 -0.027884768239955809 0.0077171326187398769 -0.0080209599625791009
leaf_weight=11.561559272930024 2.9937174580991286 3.2109479606151572 3.5888902973383665 4.6503481194376945 6.2059731222689143 5.3670721082016817 3.0704111028462648 5.1084516891278318 2.1177588535938403 5.0729479072615487 2.799122167751193 2.0914718422573042 3.4937526849098504 2.198602655553259 12.509242976666426 3.592166745569557 3.23023823648691 1.4027374647557733 2.770826229825615 2.7891655084677041 1.6346039660274985 4.4342144401744061 5.2350143482908598 3.563428556546568 4.8402354205027205 3.1240954273380366 19.951567713636905 3.2182470671832553 1.7574557713232937 3.6523949895054102 5.2100008828565505 4.1801593666896286 1.931145745329558 7.3889702665619534 4.9007031358778477 1.8518895460292695 1.9706375123932958 0.98827729304321144 4.8928165901452285 2.7044849423691613 2.8982492107897997 4.9543899893760681 25.270208671223372 3.8473605513572684 6.9727898021228603 37.631994152441621 256.70369777176529 8.8616577233187837 6.7828478766605258 46.376309055835009 49.208364188671112 6.2525897519662976 1.3057640604674814 3.7267802400747305 3.0066465311683714 1.9682797787245361 1.9056477462872861
leaf_count=111 30 25 32 50 59 53 48 56 28 50 40 30 39 31 175 50 28 9 44 44 28 44 52 29 41 135 160 40 23 32 58 32 23 116 48 21 38 31 52 23 35 81 296 24 110 360 3190 80 72 508 451 60 42 56 20 41 32
internal_value=0 -0.00300944 -0.00027631 -0.00811124 8.01988e-05 1.66086e-06 0.00781678 7.78014e-05 0.00155677 -0.00017514 -0.0107018 0.000506059 0.0107722 -0.000715773 -0.00182266 0.0107098 4.10264e-05 0.00860106 -0.000137753 0.00171622 0.00717625 -0.00301257 -0.000432673 -0.00769933 -0.00427971 -0.00254402 -0.00676536 0.00328008 0.0105388 -0.0147355 -0.000294431 -0.00484568 -0.00771583 -0.0046044 -0.000622088 0.00137717 -0.0185218 -0.00406692 -3.12484e-05 0.00212188 0.0132481 0.0188376 -0.000473842 0.000370006 -0.00281591 -0.00598561 0.000613053 0.00024283 -0.00701387 0.00190468 0 0.00359627 0.00325567 0.0114637 -0.0205802 0.019489 -0.00427977
internal_weight=644.929 17.5143 14.3034 7.64407 627.415 621.209 6.6593 615.842 93.2559 522.586 10.8787 88.1475 9.73116 78.4163 72.491 5.70993 511.707 10.9624 500.745 7.73215 6.32942 66.781 44.0382 22.7429 19.1794 38.8032 23.0757 15.7275 6.49656 8.49263 494.248 25.5816 20.3716 16.4698 12.2897 6.2374 3.90178 4.14593 468.667 77.4708 10.5571 7.65887 391.196 285.821 105.375 49.1936 281.974 66.9136 11.6757 55.238 56.1812 10.6868 2.29404 5.92538 5.80577 3.72574 3.54025
internal_count=7516 185 160 80 7331 7272 80 7219 1152 6067 110 1096 163 933 846 78 5957 141 5816 113 104 768 562 206 177 510 295 215 108 73 5708 315 257 196 164 124 61 94 5393 851 139 104 4542 3510 1032 471 3486 712 124 588 561 104 73 87 60 64 60
is_linear=0
shrinkage=0.03


Tree=283
num_leaves=63
num_cat=0
split_feature=14 12 26 47 1 1 14 14 1 12 3 1 1 50 47 31 1 3 50 1 26 12 9 5 42 50 1 45 50 47 31 50 14 3 50 1 14 3 14 9 1 36 1 27 26 50 1 1 3 50 9 42 45 31 14 4 42 42 42 1 42 26
split_gain=0.167429 1.05975 1.81384 1.37447 1.2241 1.99929 1.71042 1.76066 1.94282 1.403 1.86268 1.19073 1.12791 1.12506 1.71396 1.71564 1.58014 1.05692 1.58899 0.988761 0.73291 2.14162 0.978259 2.05746 2.04314 1.54125 1.46261 1.46656 1.4743 1.22564 1.55317 1.2867 1.48712 1.02382 1.56527 0.871508 1.1369 1.0594 0.73288 1.88915 1.89681 1.30265 1.11693 1.20119 0.927406 0.743932 0.74138 1.92509 0.764893 0.665053 1.40605 0.870168 1.3711 0.66214 0.552393 0.543686 1.22407 1.10728 1.02501 0.670965 0.549764 1.16382
threshold=0.63299319727891168 0.22500000000000006 7.5000000000000009 3.5000000000000004 3.6253934147262181 3.6355547771300549 0.61811868686868698 0.58607219827586221 3.6065212271721316 0.37500000000000006 0.41250000000000003 3.6462391892834716 3.554024590419385 2.9797363981426757 4.5000000000000009 0.16000000000000003 3.5712391892834718 0.48750000000000004 3.2806961417784364 3.5096293531157179 5.5000000000000009 0.47500000000000003 0.22500000000000003 0.025657894736842109 3.696165114879904 2.7040907083446837 4.8006355995216721 1.5000000000000002 3.1963557881865921 4.5000000000000009 0.16000000000000003 2.8625437813686543 0.58847248576850109 0.19526143790849676 2.9242685963818378 3.8222509892493988 0.61294180175391977 0.51250000000000007 0.6503424657534248 1.0000000180025095e-35 3.7294612642173752 1.0000000180025095e-35 4.7846676487524258 1.0000000180025095e-35 13.500000000000002 2.9797363981426757 3.3809981774225517 3.4240587203982549 0.31936274509803925 3.924621069591844 0.17500000000000002 3.735056698925844 1.5000000000000002 1.0000000180025095e-35 0.60456438736549811 0.44636015325670503 4.817302015487253 4.6858418598895959 4.5616523584901527 4.8006355995216721 3.7544269646841415 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 54 -4 6 -6 7 -3 9 10 -9 -7 19 14 16 -16 -8 18 -15 -12 21 -13 29 24 -24 -25 27 -26 -29 31 -31 -22 -33 34 -28 37 -37 -34 39 40 -2 44 43 45 55 -43 48 -48 -40 -49 -51 -52 -53 -20 -1 56 57 58 60 -57 61 -41
right_child=38 4 3 -5 5 11 13 8 -10 -11 12 20 -14 17 15 -17 -18 -19 53 -21 22 -23 23 25 26 -27 33 28 -30 30 -32 32 35 -35 -36 36 -38 -39 46 41 -42 42 -44 -45 -46 -47 47 49 -50 50 51 52 -54 -55 -56 59 -58 -59 -60 -61 -62 -63
leaf_value=0.0038525286670228792 0.021456750465171291 -0.012917782536164345 0 0.022962788383786834 0.019224711514742782 -0.01389449959248084 0.01794543816393741 0.015937601538852063 -0.012398918088889889 0.026797822515618817 -0.0067970935282401744 0.022133128589020386 -0.015903285724120923 -0.025060335079178809 0 -0.029459456060541744 -0.0064739730882380653 -0.031157175241844966 -0.011911490817615463 0.015553501285054679 0.017628861259147494 -0.0091914199556032156 -0.024592554726111521 0.00050691582576129412 0.02312097707227171 -0.021963122760024777 0.011177033725720206 -0.012647464331521523 0.014487421209114025 -0.014246886773943585 0.0074236994750181721 -0.012296171440253207 0.0077320816560186674 -0.0112385468356764 -0.0038231978303254121 0.028432404807156132 0.0056253830621791744 -0.0044254798269234615 0 -0.0072828192450308622 -0.0044366150607474232 0.008594934975823634 -0.011547833657225575 0.018058520946028334 0.0043695038781831341 -0.0050977760145255449 -0.01643709741075992 0.00019780272735366977 0.021605213254422016 0.023913997578540635 -0.012846801292120126 0.021793739440514503 -0.0059271934156416486 0.0060321810456478667 -0.012217280238864529 -0.0017062279379641725 0.0061384813423485587 -0.02412998252974375 0.0062374726274117016 -0.027369589224352467 -0.013208985401864859 0.0080259764415122753
leaf_weight=3.0089710392057922 5.4439781382679922 5.9984072893857983 4.1906018946319801 7.0258174380287528 5.40833531692624 4.4921621447429052 4.5110082710161823 7.73555376753212 4.4006638238206497 3.2290670815855256 3.0691734477877599 4.9559254534542552 3.7938329242169857 3.6549370577558857 3.2846842659637323 3.1486449781805277 4.2120405128225684 3.0017065703868857 2.8235864150337875 3.2760227918624878 6.9654238903895012 2.7036996055394411 2.4832234475761643 3.6342889000661653 5.1163040492683631 6.9248756417073309 9.7866400401107985 3.1415356830693781 3.6079009841196239 6.795858930796383 4.6246541682630777 4.3973162714391938 13.86577652860433 6.6878167707473031 15.927429948933421 2.9520420627668491 8.3556788098067027 11.142215908505021 2.8088831901550284 33.669284726493061 3.9568734699860215 6.1274744188413077 3.8197511127218595 4.934550334699451 6.7299665221944442 7.7467303546145558 5.9595308485440901 300.87269960786216 2.7784104458987713 3.1698070829734197 2.6097482745535654 2.8527296809479594 2.7484247549436986 4.4059721883386374 3.5695021613501012 2.2542751003056756 6.2765820166096082 3.3314796364866188 4.9326647864654651 2.5119795743376017 12.138372116722165 4.6225886158645144
leaf_count=29 61 44 55 98 51 46 56 79 34 38 33 70 30 28 57 18 36 27 47 33 95 38 17 233 52 65 134 45 52 83 42 31 146 86 240 37 96 110 33 336 36 96 40 47 59 101 61 3430 37 42 32 35 47 37 32 32 88 41 63 31 144 44
internal_value=0 0.000685906 0.00765227 0.0150128 1.05777e-05 0.00164082 -0.00349143 0.00118541 0.00481049 0.00876346 0.00491309 0.000825789 -0.00306331 -0.00874303 -0.00254457 -0.0143296 0.00560096 -0.0149503 -0.00945802 0.00394846 0.00142855 0.0103602 0.000772641 -0.00195012 0.000647254 -0.013806 0.00230227 0.0112569 0.000993564 0.00351184 -0.00497847 0.00568316 0.00341658 -0.000841865 0.00169648 0.00554041 0.0124915 0.00208517 -0.000342408 -0.002481 0.0100678 -0.00374976 0.0023732 0.00560773 -0.00564141 0.000559433 0.000356745 0.000144002 0.0110127 0.000489983 0.00755945 0.000113928 0.00742171 -0.000300336 -0.00408505 -0.00670304 -0.00580594 -0.00720162 -0.00599177 -0.0169974 -0.00732636 -0.00524677
internal_weight=644.606 212.309 17.7949 11.2164 194.514 133.969 60.5453 31.5027 25.5043 21.1037 17.8746 128.561 10.139 29.0426 15.1564 6.43333 8.72305 13.8862 10.8845 6.3452 124.069 7.65963 116.409 57.31 46.7509 10.5592 44.2676 11.8657 6.74944 59.099 11.4205 47.6785 40.713 32.4019 25.7141 36.3157 11.3077 25.008 432.297 108.497 9.40085 99.0957 22.6285 18.8088 76.4672 13.8742 323.8 318.213 5.58729 312.253 11.3807 8.2109 5.60115 7.22956 6.57847 69.7372 64.971 58.6944 55.3629 4.76625 50.4302 38.2919
internal_count=7516 2580 214 153 2366 1769 597 291 247 213 175 1718 96 306 167 75 92 139 112 66 1672 108 1564 924 626 298 609 149 97 640 125 515 420 460 374 389 133 256 4936 1219 97 1122 284 244 838 197 3717 3647 70 3586 156 114 82 84 61 779 716 628 587 63 524 380
is_linear=0
shrinkage=0.03


Tree=284
num_leaves=63
num_cat=0
split_feature=28 1 4 14 14 1 14 1 21 31 1 35 4 1 48 13 4 47 4 50 50 31 14 1 1 31 4 14 21 14 1 4 4 4 14 4 50 14 1 4 14 17 21 21 1 4 31 1 1 21 14 49 14 12 9 21 1 31 14 1 1 14
split_gain=0.173694 1.09408 0.837115 0.692534 1.25 1.27823 1.21363 1.12867 1.12084 1.91538 0.876531 0.775731 0.763086 0.700972 0.831369 0.964652 1.07335 0.619995 0.643913 0.594069 0.545749 0.553732 0.488639 1.07547 0.747635 1.36968 0.532131 0.453285 0.677718 0.449391 0.424376 0.416175 0.632144 0.38884 1.32692 1.29699 1.01504 0.709646 0.820081 0.873552 0.677903 0.528933 0.641391 1.77292 0.776175 0.624349 0.51809 0.961989 2.40554 1.6066 1.26082 1.04585 0.961105 2.78772 2.05305 2.64517 1.88061 1.20367 0.751315 0.965316 1.07328 0.66351
threshold=1.0000000180025095e-35 3.5005956336034312 0.82500000000000007 0.62583333333333346 0.63667496886674979 4.9380613264658075 0.60741758241758248 3.7385744636323821 0.44209185988959432 0.23000000000000004 3.6855547771300552 1.0000000180025095e-35 0.37377450980392163 4.6907213539591348 1.0000000180025095e-35 0.90000000000000013 0.29864864864864871 3.5000000000000004 0.37245222489560004 3.0678793895128593 1.7585441243211084 0.23000000000000004 0.68436716791979968 3.6942656022803053 3.6462391892834716 0.23000000000000004 0.32697368421052636 0.61152570480928703 0.34491139100437762 0.69931506849315073 4.5377900106069626 0.42476927252985891 0.31400560224089641 0.52142857142857157 0.7025418275418277 0.62019230769230782 3.1307312134163801 0.74679434489561081 4.3391259730569631 0.31698564593301443 0.74374609130706704 1.5000000000000002 0.49209185988959436 0.46047529722733416 3.7789382144677948 0.72500000000000009 0.16000000000000003 3.6666825895759683 3.6794269646841418 0.37685084802867397 0.73141238253178564 0.34500000000000003 0.62693960372403923 0.27500000000000013 0.27500000000000008 0.32799908871127548 3.6339835643916452 0.2950000000000001 0.67200307377049195 3.7556752830605151 4.8992177298359794 0.70513758782201419
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 33 6 7 8 10 -5 13 -10 -3 12 27 14 15 22 -17 -12 -19 -2 -16 -22 24 -24 -6 -26 -25 -8 -29 -4 -18 32 -15 37 35 36 -35 40 -39 -40 46 -36 43 44 45 -43 61 49 -49 50 52 58 54 57 55 -48 -55 -54 -50 -60 -61 -1
right_child=1 3 29 4 5 -7 11 -9 9 -11 17 -13 -14 31 20 16 30 18 -20 -21 21 -23 23 26 25 -27 -28 28 -30 -31 -32 -33 -34 34 41 -37 -38 38 39 -41 -42 42 -44 -45 -46 -47 47 48 51 -51 -52 -53 53 56 -56 -57 -58 -59 59 60 -62 -63
leaf_value=-0.00045820133343708723 0.0021454971982090695 0.0074907761313186957 0.0019759689673048034 0.0023820917612298606 -0.015666432492062451 0.01682747665286868 0.0080408280589175166 -0.018178651325291197 0 0.030494880471454464 0.0030679659638300862 0.019314029652463933 0.015379723580329165 -0.00065080365977096804 -0.00050524047904895958 0.01876532297378523 0.0040464018893895531 -0.02249256372480914 -0.0015512309281101345 0.017955920049219056 0.00046790388126723018 0.01876179068903271 0.0086410638165147387 -0.014746761688355269 0.0080199590778421755 -0.010613599144065115 0 -0.0089718896993670732 0.0066166951292796891 -0.012395924567298574 -0.010120200456417441 0 -0.016976637631777595 0.018514530025245148 -0.0011926774939156871 -0.015130770095389733 -0.0062130910249057784 -0.016768210258644129 -0.0086849084472585408 0.010970223941279529 0.011976411770139264 -0.005359720473242748 0.021206020800491724 -0.014716903473750893 0.024069022808778727 0.014502494932676505 0.0047785000920420248 0.029398692946901346 -0.00032535513780961484 -0.016609560870644503 -0.015933621220017773 0.016514040350244629 -0.0065021296061899781 0.027272422019755549 0.013127178492299694 -0.018860006465306854 0 0.0076839038576105951 0.020163467060301869 0.00047333875698676148 0.017412196881666918 -0.0049765602790561841
leaf_weight=239.02623786125332 5.6129456833004934 3.7061763629317275 1.6607953426428119 2.9123963341116887 7.2536072582006481 3.6701289219781748 5.331708219368017 6.6295015541836619 5.1040315807331345 2.4684032627847046 1.994474814273415 4.3605911331251255 4.4205090361647299 4.4132068911567313 4.7693941327743214 3.3452992523089033 4.6397776948288083 3.4385251104831696 3.1890398019459099 4.799731264822185 3.4289731374010444 3.9973830115050077 6.1867610886692983 4.2603667676448822 5.384722168557345 8.7783728726208192 3.3215094972401857 6.0682124122977239 3.6338971443474293 7.4930957232136279 2.7825853880494833 3.3785370495170346 6.2697014175355434 2.5453503960743564 3.1048584575764862 5.3482335461303592 2.640343673992902 4.8282253122888497 5.063792195171116 3.050168682821095 3.935335067100822 2.4460580572485906 4.1183481486514202 2.432530226185917 3.312110124155879 2.3993759173899889 6.6879742164164844 2.7939147884026161 73.561140731908381 5.8230614224448791 4.1009093672037116 4.1273102605482554 15.238399838097395 6.1696501942351443 4.5025374777615061 9.8926075715571624 4.0381558295339346 7.8589578475803128 3.3546157944947472 25.383706153370444 3.8461399720981708 33.929406269919127
leaf_count=3112 48 30 44 26 47 45 46 67 50 44 29 40 53 42 41 44 70 27 72 48 28 35 42 28 55 61 36 52 32 134 42 41 56 38 52 92 33 63 52 41 34 35 60 31 40 37 53 27 839 38 26 105 121 60 36 59 30 75 30 289 55 398
internal_value=0 0.000931994 -0.000263041 0.000123708 -0.00119804 0 0.00367748 -0.0113671 -0.000825657 0.00987289 -0.0036002 0.00769335 0.00461332 -0.00205461 -0.000480532 -0.00242619 0.00509936 -0.0091095 -0.0136355 0.0101997 0.00628745 0.0113355 -0.00491458 -4.50365e-05 -0.00773823 -0.00309847 -0.00794378 0.000893376 -0.00251158 -0.00916048 -0.000603576 -0.0080452 -0.0109195 -8.2957e-05 0.0032988 -0.00472963 0.00504699 -0.000302299 -0.00718106 -0.000488392 -9.00465e-05 0.00837932 0.0107913 0.00586703 0.0129282 0.00347152 -0.000214079 0.00103059 0.00271673 -0.00184003 -0.000215781 0.00193439 0.000913475 0.00416552 -0.00393276 -0.00902427 0.0171049 -0.00139321 0.00128108 0.00507055 0.00300926 -0.00104505
internal_weight=644.264 139.55 504.713 129.138 92.9947 83.4528 36.1431 9.5419 79.7826 7.57243 12.3282 23.8149 19.4543 72.2102 58.1488 45.953 10.7677 8.62204 6.62756 10.4127 12.1958 7.42636 35.1853 13.7686 21.4167 14.1631 7.58188 15.0338 9.70211 9.15389 7.42236 14.0614 10.6829 495.559 28.3472 10.5339 5.18569 467.212 12.9422 8.11396 454.27 17.8133 14.7084 10.5901 8.15754 4.84543 450.335 177.379 113.067 64.3123 58.4892 110.273 54.3883 33.3052 21.0831 16.5806 10.2078 23.0974 106.146 32.5845 29.2298 272.956
internal_count=7516 1377 6139 1281 900 807 381 93 762 94 158 223 183 668 529 425 156 128 99 96 104 63 269 106 163 116 64 130 84 178 112 139 98 5961 418 163 71 5543 156 93 5387 255 203 143 112 72 5353 1843 1345 498 460 1318 434 286 148 112 90 196 1213 374 344 3510
is_linear=0
shrinkage=0.03


Tree=285
num_leaves=63
num_cat=0
split_feature=58 31 32 32 36 31 32 31 27 21 50 3 3 1 21 50 1 17 21 3 50 42 17 21 17 12 50 12 26 1 1 4 4 25 42 2 32 2 3 36 59 28 1 50 31 3 1 50 21 26 26 42 1 26 40 32 3 50 31 31 4 50
split_gain=0.173368 0.642844 0.814224 2.11604 1.22894 2.71229 1.27543 1.21443 1.58673 1.67195 1.15167 1.26085 1.19848 1.10099 1.17951 0.999085 0.931728 1.18124 1.20525 0.900277 0.716831 0.706807 0.664429 0.645618 0.592392 0.584825 0.504581 0.475258 0.407217 0.310967 0.95607 0.310473 1.55484 1.2918 2.07896 2.15073 1.71423 1.20776 1.1578 1.69628 1.77518 3.03822 1.55091 1.59185 1.26555 2.33878 2.72418 1.35637 1.64652 1.71901 1.38038 1.24468 2.47425 1.60567 1.03052 0.993814 1.02598 1.66463 2.24364 1.63834 1.72422 1.25282
threshold=1.0000000180025095e-35 0.2950000000000001 0.18500000000000003 0.25000000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.15000000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.30620729234863353 2.9242685963818378 0.5375000000000002 0.41250000000000003 3.5937425525307249 0.36410647292050047 2.9242685963818378 3.505475127672971 1.0000000180025095e-35 0.41253526018209075 0.41250000000000003 3.1963557881865921 3.7467622390330519 1.0000000180025095e-35 0.39491139100437744 1.5000000000000002 0.37500000000000006 3.3536489182451987 0.37500000000000006 10.500000000000002 3.5194678211575181 3.6556752830605155 0.22540322580645164 0.22792207792207794 1.0000000180025095e-35 4.8657369127966961 2.5000000000000004 0.18500000000000003 3.5000000000000004 0.27543103448275869 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.4377836390644063 3.1963557881865921 0.16000000000000003 0.48750000000000004 3.7065212271721317 2.8153069638604364 0.37632779827909368 9.5000000000000018 7.5000000000000009 3.7065212271721317 3.6753934147262184 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.19803921568627456 3.1307312134163801 0.28500000000000009 0.35000000000000003 0.39589803312629407 1.9276964374892214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=31 2 4 -4 5 6 15 8 9 -6 11 12 -5 -11 -15 19 -12 -18 26 -2 -17 -16 -8 28 -14 -3 -19 -26 -7 -22 -31 38 -33 36 35 -35 55 -37 42 44 51 54 43 -1 45 47 -47 50 49 -49 -40 52 53 -41 -42 56 57 58 -34 60 -60 -62
right_child=1 25 3 10 7 23 22 -9 -10 13 16 -13 24 14 21 20 17 18 -20 -21 29 -23 -24 -25 27 -27 -28 -29 -30 30 -32 32 33 34 -36 37 -38 -39 39 40 41 -43 -44 -45 -46 46 -48 48 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 59 -61 61 -63
leaf_value=0.027182258674104193 -0.0096655822039270721 0.014876674234378721 0.025640342246040466 0.0011731027983655441 0.017783582085171657 -0.0056646634953824628 -0.0031922363016955745 -0.0097189778921788952 0.018009480739902769 -0.017027201726771007 -0.010196334945645395 0.011046029842781715 -0.00012231439586139176 0.017422217352665238 -0.012166286123486678 -0.027182115667018714 -0.0076578149193489639 0.033407415731406126 -0.002931500097328127 0.014449185641108222 -0.015966106994890979 0.0058879689655103595 -0.024612458656003897 0.011555039854363762 -0.0050958917109144826 0 0.011272162737643593 -0.032100679522053609 0.0048181354786563761 0.0083228558666940799 -0.016360824371898938 -0.028799536736619939 0.010846281744692165 0.028927964578697701 0.020746278827624684 -0.0096580997653409727 -0.012011497609258058 0.0028441948011505504 -0.018811227667073476 0.011888685531052387 -0.0084508798146467144 0.015181762259392549 0.00095815154689243029 0 -0.00014025204817850158 0.024652584456242008 0.0020896224902971221 -0.0050607122448728253 0.019477933586353486 0.013451573212702881 0 0.015186999629118667 -0.024233905178079818 -0.0078431131476036503 -0.022741764055081784 -0.0024967020321772122 0.0079988418673319957 -0.0036209192432504101 -0.012167324833458153 0.016052485315728626 -0.014112349618432699 0.016820920417147812
leaf_weight=5.3354212203994411 2.0463517149910357 3.7733993865549547 2.9362610615789917 3.0925756390206534 3.5513688344508507 7.7945893183350581 2.3873228752054265 6.8991198483854523 5.5840128809213629 4.3130068629980078 2.2218332584016016 2.2043941067531696 1.6368233240209544 2.6055832486599666 4.8887544148601592 2.2283295616507512 2.2124082290101788 2.4031702368520182 1.942573989741504 2.9808413526043296 1.9810096044093368 2.5022138059139252 8.8822745573706907 4.5874800309538832 1.5246288906782837 7.3007205426692963 3.9654074665158987 3.162619607290253 5.1397490166127682 3.1339348275214434 2.1688273139297962 1.5316254273056973 23.178001943859272 2.2531094502191982 5.8786710703279814 8.8356166156008822 12.248611343558876 29.981424957280979 4.7583861276507404 8.6377773769199901 18.878920258488513 3.64870861172676 15.297177833504973 3.5783186750486493 105.64832826703787 9.9281855560839194 10.479727670550345 13.020327907055622 5.627936638891696 6.5712846629321566 11.620861034840344 4.7592688985168925 3.3674520421773186 5.8904979480430475 7.4187743104994288 115.21003059996292 17.924666888313368 48.898376433411613 12.960890808841219 3.2687269127927712 1.2971259769983579 3.8235539733432233
leaf_count=58 28 36 23 66 50 51 66 61 52 59 44 33 27 38 69 42 35 41 27 47 24 39 353 33 34 54 58 60 38 43 37 8 416 96 206 115 131 408 32 66 198 29 158 40 763 83 75 88 46 50 79 44 25 66 100 1174 342 601 144 60 58 89
internal_value=0 -0.00107141 -0.00187152 0.00241251 -0.00354257 -0.00679119 -0.0129719 0.000914042 0.00435251 0 -0.000328263 -0.00732034 -0.012384 -0.00468416 0.00028233 -0.00634964 0.00559811 0.00962028 0.0149965 0.00349103 -0.0121331 -0.00526951 -0.0207328 0.00201788 -0.0197661 0.00559584 0.0213012 -0.0251125 -0.00103233 -0.00612396 -0.000910108 0.000226018 -0.000427953 -0.000234868 0.00427685 0.00168496 -0.00114979 0 0.00101879 0.000302981 -0.00435412 -0.00915757 0.00722916 0.0170755 0.00180333 0.0052011 0.0134901 0.000945977 0.00541695 0.000918579 -0.00555849 0.00175735 -0.001611 0.00348317 -0.0128501 -0.000526034 0.00145996 0.000126929 0.00437453 -0.00240828 -0.00621286 0.00762157
internal_weight=643.809 112.052 100.977 27.3027 73.6748 43.3307 25.8089 30.3441 23.4449 17.8609 24.3664 11.621 9.41665 14.3096 9.99655 14.5393 12.7454 10.5236 8.31115 5.02719 9.5121 7.39097 11.2696 17.5218 6.32407 11.0741 6.36858 4.68725 12.9343 7.28377 5.30276 531.758 287.29 285.759 46.9488 41.0702 238.81 38.817 244.467 220.256 52.6014 29.9464 24.2109 8.91374 167.655 62.0067 20.4079 41.5988 25.2195 19.5916 16.3792 22.655 17.8957 14.5283 26.2977 226.561 111.351 93.4267 44.5283 21.3503 18.0816 5.12068
internal_count=7516 1668 1578 448 1130 762 640 368 307 255 425 220 187 205 146 221 205 161 126 75 146 108 419 122 121 90 99 94 89 104 80 5848 3848 3840 825 619 3015 523 2000 1744 528 327 256 98 1216 453 158 295 184 138 111 201 157 132 298 2884 1710 1368 767 351 291 147
is_linear=0
shrinkage=0.03


Tree=286
num_leaves=63
num_cat=0
split_feature=9 38 49 1 1 49 26 50 29 1 26 50 50 21 26 21 31 21 14 21 14 49 31 1 32 1 38 21 21 28 14 42 1 42 1 42 9 31 42 14 42 32 42 59 14 14 32 14 25 2 21 42 31 4 35 55 27 26 42 4 21 14
split_gain=0.175235 0.924182 1.33257 1.18237 1.70263 1.97105 1.8254 1.49973 1.2383 1.10856 1.06229 1.697 1.13774 0.978344 1.09622 2.06232 0.987622 0.956552 1.36436 1.05609 0.988184 0.941325 1.14964 0.937735 1.96265 0.857283 0.796378 1.17407 2.9085 0.900935 0.780256 0.775825 0.742898 0.848915 2.26004 1.31325 2.73792 1.18269 1.14996 2.08378 1.56004 2.67892 1.11224 1.09237 1.72796 2.04724 1.57786 0.935538 0.929178 1.84208 2.56895 1.65243 1.41968 1.28582 1.64772 1.48262 1.48926 1.34515 1.13788 1.14029 0.920922 1.83469
threshold=0.12500000000000003 1.0000000180025095e-35 0.12000000000000002 3.4334948141752979 3.5228967779734712 1.0000000180025095e-35 8.5000000000000018 2.8153069638604364 1.5000000000000002 3.7753934147262185 9.5000000000000018 3.924621069591844 2.7815080780430619 0.45985113803914723 13.500000000000002 0.41201221043251046 0.12000000000000002 0.36564338612567704 0.64956140350877212 0.32321967233550752 0.69416099773242645 1.0000000180025095e-35 0.31000000000000011 3.6565212271721315 0.16500000000000004 3.6794269646841418 1.0000000180025095e-35 0.30309916640504742 0.34035479129687396 1.0000000180025095e-35 0.69416099773242645 3.5753934147262183 3.3697022760782955 3.600241852813622 3.6355547771300549 3.6875921499000683 0.27500000000000008 1.0000000180025095e-35 3.5836479651132866 0.6503424657534248 3.5626147400848116 0.15000000000000005 3.7385744636323821 1.0000000180025095e-35 0.67664992826398873 0.62693960372403923 0.15000000000000005 0.7025418275418277 1.0000000180025095e-35 3.5000000000000004 0.43664957611911392 4.8037733451769924 0.16000000000000003 0.39837475450669824 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 4.2667341507509216 0.30901856763925734 0.32632779827909386 0.63363095238095246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 23 7 5 6 -5 -1 10 -4 12 13 30 14 15 21 -17 18 19 -14 25 22 -12 24 -3 -19 32 -28 -29 -30 -6 -23 -2 38 43 36 -36 -38 40 -40 60 -42 -37 46 45 -45 -35 -41 52 50 -50 58 53 54 57 56 -55 -44 -51 -60 61 -34
right_child=26 2 9 4 8 -7 -8 -9 -10 -11 11 -13 17 -15 -16 16 -18 20 -20 -21 -22 31 -24 -25 -26 -27 27 28 29 -31 -32 -33 33 34 35 42 37 -39 39 47 41 -43 48 44 -46 -47 -48 -49 49 51 -52 -53 -54 55 -56 -57 -58 -59 59 -61 -62 -63
leaf_value=-0.026184943191843005 0.0080683708231685056 0.010952604699764836 -0.0028390880876334708 0.021110433143415219 -0.020407875695876695 0.031575209794444045 -0.0037238877109165851 0 0.0039686413626575379 0.018909526468368184 -0.00056603121509847705 0.019117674018343453 -0.0020489392228367096 -0.011288744416240636 -0.013002050436641757 0.0012266992734745203 0.020587292231384464 0.017040068031527609 0 -0.022571163455272929 -0.0080059113032379618 -0.0023749539061236058 -0.015606050369223055 -0.013466969706219531 -0.016765250348985624 0.0010950719680516724 0.00060456778797133399 0.035429181613269689 0 0.017995587342498648 -0.0010431784708518983 0.013723364338649716 0.0058166429850287967 0.039888544203279988 0 0.0085564351981069486 -0.001631545583811669 -0.029653961640747149 -0.026389553741534268 0.011364772422071989 0.032709434172566443 -0.0026952085726674184 -0.0018489538704526487 -0.0037532590755166286 -0.011366241521362241 0.026013371522760453 0.0051514436488528182 -0.010644791708053318 -0.012772204400782805 0.020829729655665874 0.018862345959370929 0.024858497580663889 0.0018567514474957039 -3.6334267102447942e-05 0.0039250711842573191 -0.017056044876710117 0.017598821374344372 -0.014538003535050473 0.015910242349427034 -0.0053352619567593514 -0.017177834201717562 -0.0047445598955113445
leaf_weight=3.2287613255903116 9.373111851513384 5.0509749134071189 5.243504617828874 3.6373246377333981 6.230004280805586 2.9949556388892224 7.7571079637855291 4.2722323397174478 45.816152781946585 2.9524996839463711 25.183241172693673 4.0585407852195194 4.5677947290241736 6.5011167181655756 4.4398514516651622 4.7071223105303925 6.7401384897530079 3.9419518616050544 13.046198982745407 6.3697285316884518 7.1446628896519533 3.7511020158417505 5.6747771454975 15.238438101951031 3.8509341380558908 15.333377914037554 40.317416715202853 3.1581000788137343 11.808077300433068 2.9499082788825026 3.6445052288472652 5.9234733451157808 19.480888181366026 2.4034166755154738 18.560938563197855 14.336955028586088 2.4932483751326791 5.0896853869780898 4.7779166311956924 2.9838702511042356 2.9453607294708481 4.1901469370350242 13.061850515659897 3.1327546257525682 3.4799424144439399 4.4358001071959734 3.1390659548342228 3.6015671771019697 8.7746606785804051 2.8252638773992684 2.8196910568512967 5.1658839401789001 79.047007022658363 29.743978196755052 8.7364788642153126 3.7644580770283929 4.7148783481679848 22.615625034086406 2.8625556826591483 8.6185040092095715 3.7100238008424631 56.323349695652723
leaf_count=29 112 47 61 40 45 36 83 44 494 27 260 54 35 60 45 70 54 35 117 46 75 34 38 141 51 140 532 41 148 35 33 64 194 31 205 155 40 58 44 33 29 52 129 25 33 48 42 35 121 55 65 190 1225 356 114 34 41 282 61 145 33 515
internal_value=0 -0.00066871 -0.00535261 8.20975e-05 0.000585247 0.0104362 0.00391362 -0.011402 -0.000210236 0.00454474 -0.00176568 0.000758239 -0.00466264 -0.000387754 0.000797811 0.00213683 0.0132991 -0.00266294 -0.00701064 -0.01473 0.00108146 -0.000918154 -0.00360776 -0.00896914 -0.000483753 0.00480553 0.000366991 0.00361802 0.00998659 0.00374002 -0.0140189 0.0069523 -0.000147943 -0.000391097 0.00051735 -0.000222572 -0.00654978 -0.0214899 -0.00276404 -0.0117308 -0.00149473 0.0115944 0.000552812 0.0111551 0.00482349 0.0131407 0.0221241 0 -1.96594e-05 0.00468272 -0.00438072 0.010374 -0.000964922 -0.0037344 -0.00719815 0.000150692 0.00229113 -0.0100959 0.0044596 0 -0.00277074 -0.00194334
internal_weight=642.743 227.3 32.3364 194.964 187.463 14.3894 11.3944 7.50099 173.074 8.196 127.258 66.9794 60.2782 62.9208 56.4197 51.9799 11.4473 50.4037 23.9837 10.9375 26.42 40.5326 30.858 24.1403 8.90191 19.2753 415.442 58.2335 17.9161 14.758 9.87451 9.67458 357.209 347.836 249.823 233.232 26.1439 7.58293 98.0131 11.3634 86.6498 7.13551 207.088 16.591 11.0485 7.56855 5.54248 6.58544 192.751 31.0666 11.5944 19.4722 161.684 82.6373 44.414 38.2233 34.4589 35.6775 14.3063 11.4811 79.5143 75.8042
internal_count=7516 2258 327 1931 1858 159 123 73 1699 88 1205 679 526 625 565 520 124 448 198 81 250 396 298 239 98 175 5258 756 224 183 78 98 4502 4390 3455 3276 303 98 935 112 823 81 2973 179 106 73 73 68 2818 637 186 451 2181 956 525 431 397 411 261 206 742 709
is_linear=0
shrinkage=0.03


Tree=287
num_leaves=54
num_cat=0
split_feature=11 26 3 14 3 26 14 14 9 26 32 31 1 1 11 11 3 43 49 9 11 31 11 4 24 14 3 3 11 32 11 40 14 11 11 49 47 43 26 26 14 49 11 0 21 3 26 11 31 24 43 14 21
split_gain=0.177289 0.468271 0.953994 0.707187 0.310627 0.980252 1.20958 2.3735 2.70348 1.0315 0.859483 1.60472 0.621531 0.533947 0.48373 1.02772 1.35054 1.09689 0.608516 0.574341 1.23416 0.770162 0.660104 1.04125 1.22636 1.31065 0.908966 0.883402 0.557797 1.96016 1.11456 1.72099 1.2677 1.089 2.31613 2.00799 1.53067 1.02508 0.932673 1.38248 0.821201 0.749568 1.4797 2.92874 0.901477 0.808834 2.16481 0.943965 0.479833 0.404672 0.388338 0.339091 0.074571
threshold=0.94958336294286549 9.5000000000000018 0.5375000000000002 0.65536398467432966 0.5375000000000002 5.5000000000000009 0.64902948861515497 0.68642083699151313 1.0000000180025095e-35 10.500000000000002 0.16500000000000004 0.28500000000000009 3.637649039618045 3.6478104020218818 0.94447251286974132 0.93606640057007617 0.51250000000000007 1.0000000180025095e-35 0.31000000000000011 1.0000000180025095e-35 0.91667064739399207 0.2950000000000001 0.9011067411710354 0.39990933816863111 1.0000000180025095e-35 0.62981481481481494 0.17445652173913045 0.1568375422148294 0.93090551165006608 0.15000000000000005 0.92629605712794894 1.0000000180025095e-35 0.63069358178053847 0.91640860664678481 0.91391882076512887 0.15500000000000005 4.5000000000000009 -0.22499999999999998 11.500000000000002 7.5000000000000009 0.64237451737451756 0.12000000000000002 0.66984370007492833 31.500000000000004 0.41061959464173559 0.46250000000000008 11.500000000000002 0.89003810071632439 0.12000000000000002 1.0000000180025095e-35 -0.22499999999999998 0.67175839552238814 0.39241475425163042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 14 -6 10 9 -9 -8 11 13 -12 -7 15 18 17 51 28 -20 22 52 23 24 27 -26 -25 -21 30 -30 33 32 -32 34 41 36 38 -31 39 -35 -36 45 44 -44 -43 47 -47 -1 -37 -16 -14 -17 -22
right_child=1 3 -4 -5 5 6 7 8 -10 -11 12 -13 50 -15 49 16 -18 -19 19 20 21 -23 -24 26 25 -27 -28 -29 29 37 31 -33 -34 35 40 48 -38 -39 -40 -41 -42 42 43 -45 -46 46 -48 -49 -50 -51 -52 -53 -54
leaf_value=-0.00032486269887591453 0.014788618746896277 -0.014811672791909803 -0.005653123055326675 0.00020582255567236067 0.015842245306601138 -0.01730279583156968 -0.020580713664983433 -0.008204322032886284 0.027806330961964939 -0.00037691993869662957 0 0.016905151044390845 0.0061897902639762607 0 0 -0.00073549679578542202 -0.021098542740447042 0.0140027867532712 -0.016616287331975701 0.0041395490482823306 0.005760111004371707 -0.0040482472998717902 -0.016153402033200388 -0.021749102606441514 0.021773145618831372 -0.00054118209054778755 0.00081516004927722889 -0.016286164410382949 0.016984832400326909 -0.017252557508166452 -0.012947818116393912 -0.02098658136422733 0.010073805674295383 0 -0.0022177787635031354 -0.00026446676931509236 -0.0056635819423060726 0.0056211057738196867 0 0.023094812664053655 -0.023422023542095032 -0.014715613457641939 0.027045964621209263 0.0027965629996111936 0.001585404818648273 -0.0008960392261365348 -0.019351831650081728 0.0046337720074048393 -0.021766253665510694 0.014738922771610723 0.024276962395433165 -0.015672109919660566 0.031129728466009927
leaf_weight=310.20108144637197 3.1186211928725269 5.2050217338837665 4.8006612975150347 4.326213008724153 4.3207071907818309 2.9827024172991532 6.7607522541657108 3.552306397818028 3.2838983777910471 4.3173805826809257 3.4935143799521011 3.2009684443473816 3.2882477669045329 4.4201956791803241 3.017019245773553 4.3308229180984181 4.6345651717856517 2.6877849698066711 2.9396339487284449 2.6514504794031462 0.99553635623306025 0.83723303116857994 3.9054554961621752 3.6787753282114855 3.8634388819336891 4.4787144265137613 1.8927475479431448 4.0748188542202115 7.1386717092245799 3.1589427730068564 3.5161666111089271 5.4800046236487097 4.9037099545821548 3.3957950249314406 3.5209461846388859 2.8225075588561586 3.8255265683401367 3.0255662775598466 4.05692293960601 10.340684161754323 4.8464122135192156 6.0131399910896999 4.7427252931520334 62.918642582837492 4.7828991741407663 34.015541470609605 6.8947316412813953 38.54647435573861 1.8744102407945318 3.4046980924904346 3.6463314639404416 2.7845537224784493 1.2326330989599226
leaf_count=3780 33 65 45 42 44 27 59 33 32 48 40 27 34 47 38 55 42 27 22 35 68 55 34 59 47 50 33 55 63 32 47 62 49 42 35 54 50 37 48 127 51 82 44 693 63 318 68 425 35 28 43 28 16
internal_value=0 -0.00296407 0.00182386 -0.00751455 8.47424e-05 0.00253592 0.000833048 -0.00468527 0.00854002 -0.0133852 0.00581583 0 0.0118471 -0.00788174 -8.81546e-05 -0.000191128 -0.00803895 -0.000966657 3.09111e-06 -0.00408872 -0.00242931 0.0144806 -0.00488357 -0.00232864 0.00144908 0.00935851 -0.0132814 -0.00748118 0.000251713 0.00627271 8.24852e-05 -0.00822038 0 0.000327124 0 0.00624443 0.0102447 -0.00529706 0.0140233 0.0177237 -0.0154598 0.000280614 0.00295796 0.00465944 -0.00705074 -0.00024432 -0.00423141 0.000208354 -0.010609 0.00795338 0.0169553 -0.00766969 0.0236738
internal_weight=642.149 17.4505 7.91928 9.53123 624.698 43.267 38.9463 17.9143 6.8362 11.0781 21.032 10.6039 10.4281 7.4029 581.431 575.01 14.4377 9.80316 560.572 30.5504 27.6108 3.0654 24.5454 20.6399 15.0684 8.34215 5.57152 6.72627 530.022 13.3232 516.698 13.8999 8.41988 502.798 476.483 26.3158 21.6189 6.18451 17.7934 13.7365 8.36736 468.115 78.4574 67.6614 10.796 389.658 40.9103 348.748 4.69692 6.42172 6.93458 7.11538 2.22817
internal_count=7516 185 78 107 7331 434 390 172 65 107 218 101 117 74 6897 6831 152 110 6679 474 452 139 313 279 187 97 92 90 6205 132 6073 158 96 5915 5559 356 267 69 217 169 86 5473 882 737 145 4591 386 4205 89 66 77 83 84
is_linear=0
shrinkage=0.03


Tree=288
num_leaves=63
num_cat=0
split_feature=58 31 32 32 36 31 55 27 32 47 50 3 3 3 50 46 17 3 50 17 12 36 12 43 3 3 12 17 43 43 50 46 31 3 3 32 32 3 50 50 50 29 3 3 50 38 3 43 27 28 43 28 45 49 25 45 3 35 56 17 50 3
split_gain=0.177765 0.624059 0.77808 1.9691 1.15932 2.64667 1.68024 2.66841 1.21221 1.52315 1.07469 1.18286 1.13321 1.05584 0.963525 0.851211 1.0725 0.850897 0.696889 0.577832 0.563027 0.540701 0.478127 0.340262 0.619913 0.305466 0.279467 1.30594 0.993951 1.32305 0.818795 1.08004 1.14537 0.978098 1.03907 0.804858 1.15402 1.39367 0.870438 1.16853 0.865682 0.979007 0.772832 0.992835 1.42936 2.45838 1.51131 1.16714 1.14031 1.07814 0.960753 0.951457 0.7151 1.34871 1.29525 1.26263 1.9473 1.06475 0.922805 1.14144 0.811967 0.863839
threshold=1.0000000180025095e-35 0.2950000000000001 0.18500000000000003 0.25000000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.15000000000000005 15.000000000000002 2.9242685963818378 0.5375000000000002 0.41250000000000003 0.38750000000000007 2.9242685963818378 1.0000000180025095e-35 1.0000000180025095e-35 0.41250000000000003 3.1963557881865921 1.5000000000000002 0.37500000000000006 1.0000000180025095e-35 0.37500000000000006 -0.22499999999999998 0.48750000000000004 0.61250000000000016 0.4250000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.074999999999999997 2.9242685963818378 1.0000000180025095e-35 1.0000000180025095e-35 0.1250550660792952 0.084523809523809543 0.53500000000000014 0.18500000000000003 0.11820390806925181 3.2806961417784364 3.3723414149732767 2.9242685963818378 1.5000000000000002 0.5375000000000002 0.36250000000000004 2.8625437813686543 1.0000000180025095e-35 0.43750000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.52500000000000013 1.0000000180025095e-35 0.97500000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.13723808562876269 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.7585441243211084 0.31936274509803925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 4 -4 5 8 7 13 14 -10 11 12 -5 -6 17 -12 -17 -2 -16 -14 -3 -18 -21 24 -15 26 35 28 -28 -30 31 32 -29 34 -33 36 42 -38 40 -40 41 -39 43 50 48 46 47 -46 51 -49 52 -45 53 58 60 57 -57 -56 59 -1 -54 -62
right_child=1 20 3 10 6 -7 -8 -9 9 -11 15 -13 19 23 18 16 21 -19 -20 22 -22 -23 -24 -25 -26 -27 27 30 29 -31 -32 33 -34 -35 -36 -37 37 38 39 -41 -42 -43 -44 44 45 -47 -48 49 -50 -51 -52 -53 54 -55 55 56 -58 -59 -60 -61 61 -63
leaf_value=-0.00071843851013646644 -0.0095688987155486249 0.014634711856612258 0.024682045755701681 0.00098720910121491271 0.01705212312085979 0.0020087328509137735 -0.0067916774862724844 0.031300035345872244 -0.025008618092964393 0.0036920546368945481 -0.0098140207843744331 0.010576522431423933 0 -0.0053417888113573573 -0.027077319355708125 -0.0072963561792037425 0.019826100253682078 0.013845385199110223 -0.0061506678006131316 -0.004743356758778009 0 0.0013132611868235848 -0.031808929678619299 -0.0085689730677117396 0.013749881118092703 -0.0067058964893347475 -0.0017371981131877358 -0.014247630838437147 0.01964962575418398 -0.001819127962343456 -0.0015676182277243615 0.0016336084737781948 0.001505925191798634 0.0033130823072014559 0.030320338042543787 0.01503236325278115 -0.019124710851489715 -0.010393815986194399 -0.024159607313034983 0 0.015752222335436859 0.007931784810063059 0.011165199374411133 -0.015685910499995924 0.0058367430359656932 0.017374074638619535 0.0054534564061943019 -0.0060880683787734469 0.00064819324469672104 -0.024805265862318657 0.016007675213040657 -0.0021751160525562484 -0.010196055648965684 -0.0041463729674131398 0.006549363942850283 0.0023886700401357557 0.033366865828817462 -0.012572354746774109 -0.0032854706687634756 0.011440408403903032 -0.00096257638563641585 0.015159397216944851
leaf_weight=8.1571496939286572 2.0440932875499156 3.7470910698175413 2.9450472220778492 3.1002063783817011 2.7864715950563577 17.492762129753828 13.538626013323666 3.1561291739344588 9.5265274364501202 1.5277435425668962 2.1894834553822866 2.2077140514738849 1.6317929844371999 3.5576757621020096 2.1940652616322023 2.1952862187754336 5.4671134706586599 3.0082364678382874 7.2771273450925946 1.5145725472830207 7.2853550612926483 2.9192642271518707 3.0822490216232836 5.1203254782594705 2.2317857900634408 5.380776314996182 4.2631173278205123 5.8867817297577885 8.8706897854572144 2.8868811512365928 83.526937917806208 2.7995441691018632 11.314490899443625 52.342928100260906 2.5542817419627681 2.8953151348978272 5.8820429909974363 5.6198344146832842 3.0160119519568971 3.6780657563358545 3.014698587357997 4.3438881458714604 5.4436612194403997 15.302988646086305 4.0974637977778938 6.4402977582067242 12.454263294115661 13.479631445370616 9.1819577366113645 3.9796220716089001 3.5562161493580779 8.4413873888552189 8.3533467953093332 13.892042280640451 8.0531725429464114 4.991537865716964 3.2295336690731347 3.6229010480456063 6.4279128508642307 26.384373566601425 153.52503702114336 2.8204329027794293
leaf_count=61 28 36 23 66 38 122 157 25 392 27 41 33 27 44 42 35 69 47 104 34 54 60 60 72 32 35 43 37 106 30 688 42 78 629 40 47 76 56 35 41 34 50 47 122 38 63 103 112 66 26 79 62 127 117 164 99 95 58 50 261 1991 40
internal_value=0 -0.00108675 -0.00187618 0.00231033 -0.00351279 -0.00668345 0.000798883 0.00725687 -0.0128303 -0.0205138 -0.000334648 -0.0071339 -0.0120889 0.000913916 -0.00637541 0.00536004 0.00918006 0.00322633 -0.0120786 -0.0193588 0.00549078 0.0142613 -0.0247117 -0.00290066 0.0012295 0.000228861 0.000313931 0.00129819 0.00942419 0.0139343 0.000427775 0.0027312 -0.00364239 0.00474102 0.0169992 -0.000159581 -0.000312037 -0.00642859 -0.00217628 -0.0109424 0.0019873 -0.0018152 0.000158693 -1.86606e-05 -0.00309049 0.00055355 -0.00253914 -0.00744028 -0.00772477 -0.0109268 0.000885982 -0.0111915 0.0006232 0.00363095 -0.000241189 0.00690764 0.015774 0 0.00642118 0.00840873 -0.00114855 -0.000614417
internal_weight=641.858 111.747 100.714 27.2527 73.4616 43.0706 30.391 16.8524 25.5778 11.0543 24.3077 11.5365 9.32882 13.6963 14.5235 12.7711 10.5817 5.05233 9.47119 6.22861 11.0324 8.38638 4.59682 10.9098 5.78946 530.111 524.73 174.446 16.0207 11.7576 158.425 74.898 17.2013 57.6968 5.35383 350.285 347.389 25.5545 19.6725 6.69408 12.9784 9.96372 321.835 316.391 73.3776 40.4513 34.011 21.5567 32.9263 17.4593 243.014 23.7444 239.457 54.8615 184.596 19.8971 8.22107 11.6761 40.9694 34.5415 164.699 156.345
internal_count=7516 1668 1578 448 1130 762 368 211 640 419 425 220 187 186 221 205 164 75 146 121 90 129 94 148 76 5848 5813 1693 179 136 1514 826 115 711 82 4120 4073 292 216 76 140 106 3781 3734 592 342 279 176 250 138 3142 184 3063 489 2574 416 194 222 372 322 2158 2031
is_linear=0
shrinkage=0.03


Tree=289
num_leaves=63
num_cat=0
split_feature=58 31 32 32 36 31 14 31 27 21 37 50 1 1 14 32 1 1 49 21 50 14 14 21 14 50 14 1 31 25 31 32 50 42 14 50 21 42 1 14 14 13 25 1 1 5 0 42 32 5 14 43 43 14 14 1 42 0 1 42 1 14
split_gain=0.167492 0.592207 0.734181 1.85672 1.10504 2.53671 1.26698 1.09963 1.37807 1.55639 1.33565 1.01385 0.936179 0.981677 0.8591 1.27663 0.824677 1.00792 1.01997 1.10965 0.816649 0.805353 1.18003 0.594297 0.650924 0.539336 0.431807 0.398643 0.282274 3.06412 1.08589 2.0367 1.63661 1.09766 1.89498 0.99617 0.750253 1.08174 0.713899 0.688358 1.04838 1.05379 2.61205 1.44739 1.01235 0.87924 1.54997 0.856404 0.804369 1.06542 1.03326 0.791115 1.0988 0.894437 1.11244 0.723433 0.680568 0.667465 1.68585 0.704262 0.66545 0.598863
threshold=1.0000000180025095e-35 0.2950000000000001 0.18500000000000003 0.25000000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.55694444444444458 1.0000000180025095e-35 1.0000000180025095e-35 0.30620729234863353 1.0000000180025095e-35 2.9242685963818378 3.5937425525307249 3.6355547771300549 0.72591692443658873 0.15000000000000005 3.505475127672971 3.7294612642173752 0.12000000000000002 0.33297866047458713 2.9242685963818378 0.61070261437908513 0.67175839552238814 0.39491139100437744 0.6503424657534248 3.315707808323157 0.65604707792207806 3.578938214467795 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 0.17500000000000002 3.315707808323157 4.3751111872189599 0.62414383561643849 2.7040907083446837 0.42354256669754398 3.7666825895759684 4.1894640159230123 0.70678160919540234 0.68588039867109651 0.90000000000000013 1.0000000180025095e-35 4.7638362776063259 3.5194678211575181 0.35599078341013829 39.500000000000007 4.2272874060926489 0.17500000000000002 0.036375661375661381 0.64042253521126769 0.32500000000000001 0.25000000000000006 0.61611054937647458 0.62105911330049268 3.6478104020218818 4.8657369127966961 33.500000000000007 4.5377900106069626 3.5818098220009351 3.7442656022803047 0.753907203907204
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 4 -4 5 6 -2 8 9 -6 12 21 -11 -14 15 20 -13 18 19 -18 -8 -5 -23 24 -7 -22 -3 -27 36 30 31 -30 33 35 -35 -33 39 -38 -34 40 41 45 43 -43 -42 46 48 57 49 -1 -51 52 53 56 -55 -46 -48 58 60 -59 -41 -62
right_child=1 26 3 11 7 23 14 -9 -10 10 -12 16 13 -15 -16 -17 17 -19 -20 -21 25 22 -24 -25 -26 27 -28 -29 29 -31 -32 32 38 34 -36 -37 37 -39 -40 47 44 42 -44 -45 55 -47 51 -49 -50 50 -52 -53 -54 54 -56 -57 -58 59 -60 -61 61 -63
leaf_value=-0.026440227272703926 0.011576790726672542 0.010110274168775614 0.023929660616821394 0.008375602069761472 0.01704765740795517 -0.0099915535761129059 0.00014633993682331491 -0.0093484192786293958 0.016658148796413811 -0.012322137597569021 -0.021005665881808425 -0.0097488529249357987 0.021502918187081336 -2.9676045262885164e-05 0.0013780071961643908 -0.02491495134688591 0.023365047084786632 -0.0079972914458089437 0.029667408951296777 -0.0021319069925316105 -0.027239051100681911 -0.01913724616293257 0.00091822481734870991 0.011123150658505948 0.0036008878004048341 0 -0.00085827416941441621 -0.015061362454584372 -0.027785617235795292 -0.028209504658306791 0.00055915890452671712 -0.014087791096702025 -0.0010456046937287094 -0.0076298046707231953 0.018603353505240176 0.0026599009070022587 0.022213525021276364 0.0027554766656613487 -0.022542195478684881 0.0086038727231283786 0.02590690660912489 0.0097842166386285703 0.029153279590001326 -0.020107527327263966 -0.0033940978419408469 0.013459564313419265 0.0025399914572695977 -0.012789862273794259 0 0.0049565057643679222 -0.013848963958988355 -0.0081588702828599528 0.01469569522057371 -0.014504365494670121 0 0.0080601052559117672 0.016727902891422269 -0.017579106943536957 0.02108049671766556 0 0 -0.018534305200279721
leaf_weight=3.767294961493465 1.4167705476284052 6.713454529643057 2.9526835642755058 1.9473549863323594 3.5774369705468514 4.6943773813545731 4.4638678999617758 6.8875107020139685 5.6702115945518008 3.3415154106914979 3.2109102606773368 2.1935976720415047 2.3700744993984699 5.3384254919365048 2.102733780629932 9.2830801876261813 1.9343401300720851 1.9806408374570299 2.4829294448718429 4.2223126878961921 2.35431827791035 5.8082237122580391 3.7189369865227491 4.5692286789417258 8.2255826592445356 2.8324333243072033 4.3012703731656075 2.8430276624858379 3.0903455941006568 3.295698362402617 313.03457480738871 5.2205458115786367 2.9715025164186946 3.4171177167445403 6.4510286822915077 6.5998627282679081 3.3581694755703237 13.383190710796042 4.2037024460732937 2.6046417814213836 2.2606405392289188 3.0253491969779116 3.5935879284515977 2.3392054606229067 6.1298445975407985 3.557259961962699 18.245219858596105 6.8359366692602626 6.7077056299895039 3.6351699959486705 6.4104303075000644 7.9289959617890409 5.2197716520167878 5.2941302917897692 38.693348244298249 16.141164044383913 3.9485345643479368 3.2173972437158209 3.4793323241174212 5.462660142686218 3.5368967363610864 2.692715679295361
leaf_count=80 10 60 23 21 50 32 69 61 52 43 57 44 32 73 53 374 26 31 38 66 50 127 72 33 57 36 30 48 90 90 3307 39 24 32 67 59 33 165 51 47 19 46 149 31 44 25 150 97 63 33 57 76 60 38 357 173 162 24 32 55 39 34
internal_value=0 -0.00105559 -0.00182739 0.00223418 -0.00342299 -0.00653531 -0.0126061 0.000775869 0.00404898 0 -0.00457701 -0.000332178 0 0.00620848 -0.0143743 -0.0161671 0.00516854 0.00892748 0.0135794 0.0054181 -0.00890435 -0.0069722 -0.0108338 0.00194955 -0.000957538 -0.0145461 0.0053531 -0.00751158 0.00022298 -0.0002629 2.88346e-06 -0.00522958 -0.00243356 0.00145542 0.00895235 -0.00434898 0.0011878 0.00722891 -0.014723 0.000529434 0.00143633 0.000150513 0.00994698 -0.002426 0.00703451 -0.000657799 -0.00124661 -0.00369608 -0.00857273 -0.0126622 -0.00649436 0.000589812 0.00166522 0.000505924 -0.00187074 0.0046383 0.00545898 -0.000359113 0.00380557 -0.00689548 -0.00265001 -0.00840978
internal_weight=641.19 111.437 100.423 27.241 73.1815 42.7854 25.2962 30.3961 23.5086 17.8384 14.2609 24.2883 11.05 7.7085 23.8795 21.7767 12.8138 10.6202 8.63958 6.15665 12.4936 11.4745 9.52716 17.4892 12.92 8.02978 11.0147 5.67546 529.753 348.284 344.989 31.9541 28.8638 21.6886 9.86815 11.8204 181.469 16.7414 7.1752 164.727 136.898 112.366 8.95814 5.36455 24.5316 103.408 99.8506 27.8296 20.5206 13.8129 10.0456 79.33 71.401 66.1812 43.9875 22.271 22.1938 20.9936 12.3136 8.68006 8.83425 6.22961
internal_count=7516 1668 1578 448 1130 762 640 368 307 255 205 425 148 105 630 577 205 161 130 92 203 220 199 122 89 134 90 84 5848 3759 3669 362 272 197 99 98 2089 198 75 1891 1563 1327 226 77 236 1101 1076 328 233 170 90 843 767 707 395 217 312 231 152 79 120 73
is_linear=0
shrinkage=0.03


Tree=290
num_leaves=63
num_cat=0
split_feature=9 26 43 42 50 12 31 21 56 14 11 50 26 50 14 43 42 42 31 12 21 43 9 14 14 42 14 14 11 21 21 43 42 31 50 42 31 49 25 11 14 12 11 43 14 14 31 11 4 11 11 11 26 14 11 11 14 21 42 42 43 31
split_gain=0.176969 0.664664 1.45228 1.5831 1.43893 2.40462 2.04593 1.12223 1.00971 0.913675 1.12884 0.866544 1.06223 1.03213 1.72494 2.00132 1.19229 2.01622 0.971148 1.83263 0.914007 1.59838 0.753809 1.61984 2.82729 1.52457 0.995935 0.928769 1.42328 1.00522 3.27918 0.964929 0.778147 1.16173 0.776559 0.735451 0.727465 0.919931 1.18802 2.09367 0.691295 0.622928 0.824501 0.618779 1.23668 1.75442 1.66011 1.41057 1.3199 1.07375 1.56876 1.04309 0.723334 1.26358 1.11186 1.10798 1.76237 1.78855 1.21261 2.67987 1.8963 1.08241
threshold=0.12500000000000003 10.500000000000002 -0.17499999999999999 3.7885744636323824 2.7040907083446837 0.52500000000000013 0.2950000000000001 0.39821967233550748 1.0000000180025095e-35 0.6503424657534248 0.86640860664678465 1.9276964374892214 9.5000000000000018 2.533010400260828 0.68011627906976757 -0.37499999999999994 3.8451910262946423 3.7544269646841415 0.2950000000000001 0.4250000000000001 0.32799908871127548 -1.0000000180025095e-35 1.0000000180025095e-35 0.68642083699151313 0.62152509652509658 3.6495906236714224 0.61070261437908513 0.64480286738351267 0.70531894003848827 0.32144830420955384 0.36285815454412707 -0.22499999999999998 3.6257820523298188 0.12000000000000002 3.0678793895128593 3.700214782859609 0.35000000000000003 0.2950000000000001 1.0000000180025095e-35 0.89823272698808532 0.63299319727891168 0.47500000000000003 0.87986695528937953 0.32500000000000001 0.64530791788856312 0.64346246973365628 0.2950000000000001 0.83085547280318017 0.39212852771166279 0.94447251286974132 0.93464361590809553 0.93090551165006608 11.500000000000002 0.63363095238095246 0.91985674117103544 0.89945260050547038 0.61811868686868698 0.37685084802867397 3.6757820523298186 3.6590178639248787 -0.074999999999999969 0.16000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 8 41 6 7 9 36 -6 -11 12 35 14 20 -16 17 18 22 -20 -13 -22 23 24 26 -26 -15 29 -29 34 -31 -32 -30 -34 -24 -1 37 38 39 -4 -19 42 -3 49 45 46 48 -48 -45 50 51 52 55 -54 -55 61 57 -57 59 -58 -60 -2
right_child=43 2 3 -5 5 -7 -8 -9 -10 10 -12 13 -14 16 15 -17 -18 40 19 -21 21 -23 27 -25 25 -27 -28 28 32 30 31 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 47 -49 -50 -51 -52 -53 53 54 -56 56 58 -59 60 -61 -62 -63
leaf_value=0.01975311265209628 -0.00071881300812845126 0.023356257648280206 0.035388158233159377 -0.0082144763661913933 -0.012758029467280257 0.011327495571951819 -0.027923794123784255 -0.016160385675227464 -0.0039608160003943961 -0.0062881849481008795 0.017868722549407665 -0.026812311471108814 -0.0037641666481936964 0.0040028943100961951 0.018189634116896409 -0.0084487717394247375 -0.015000578365082222 0.01775621764483162 0.019542148978638322 -0.0037805393052312238 -0.021027099097426932 0.0055138574203662536 -0.010016957863898206 -0.013707526671552958 0.027639420677293622 0.00048924471378362369 -0.012479546989835066 -0.013419616481355119 0.0071160522772525069 -0.025407902854934841 0.0085871200405832279 -0.0076945164776094539 -0.013320469640369835 0.0066958137798771543 0.0059045630283581932 0 -0.00024749776639834095 0.00075195066758262724 0 0.0096845984337936182 0.002909164363440301 -0.0026642843634114748 0.0014608924672381539 -0.0033188242718125648 0.0010387237053007849 -0.031612599150829215 0 -0.029180419029855662 0.02256582040751343 0.014784100143035534 -0.013906660782929023 0.015996913748411921 0.0068262760770978689 -0.0024571166709468077 -0.02174472116350357 0.0066896353971136078 0.011415793872347575 -0.016861190659162393 0.040827587007460135 -0.015871861828492918 0.0042067802794799984 0.0036510604256744469
leaf_weight=4.75651190523058 163.57500836718827 2.8764581508003157 5.2324387058615818 5.364710859488695 2.612557043321436 4.7570575894787899 5.0724276546388856 5.0340614933520547 4.0384731614030889 2.4615205153822899 3.8110869508236647 4.6912964107468742 5.3307439689524472 5.7843095036223584 3.5615153228864074 7.5981006389483792 5.29082585312426 6.0347925582900626 4.923448868095873 6.5441635549068451 3.8594665145501494 3.4497049897909164 4.4740992570295912 5.0450926451012483 5.2927878703922016 3.5288746505975723 6.3178878976032138 6.2663286449387696 13.691256009973587 9.3701448896899837 4.4556416478008023 9.7810732577927393 5.2805646229535323 4.3956038057804108 6.4031063672155142 2.6189791858196259 3.424144707620143 5.2999158515594891 3.6275262201670548 8.440037861466406 7.5030176993459463 3.7067699655890465 4.5118987648747861 4.8790842223679629 22.979023483814672 2.5969169209711245 2.9694419596344233 3.1762759005650878 2.3356971978209913 4.6813883343711487 6.3850426319986573 3.8709244700148693 12.545805078232659 69.734769214410335 2.7182245692238203 6.0115604575257731 17.914180418010808 4.9828412849456072 2.6362395072355866 3.6054584509693077 3.1629523625597349 73.084424812113866
leaf_count=51 2065 33 52 56 28 47 31 54 46 22 53 37 56 59 41 71 69 65 45 46 32 44 41 46 48 32 51 58 125 75 40 100 64 30 60 32 26 55 103 66 80 36 52 53 269 24 48 27 62 54 65 42 186 867 24 214 181 40 35 43 36 923
internal_value=0 -0.000673505 0.0017033 0.00601532 -0.00251902 -0.00678974 -0.0117112 -0.00506616 0.00879043 0.000776451 0.00756061 -0.0017816 0.00552808 -0.00247718 -0.00829816 0 -0.00129564 -0.000588644 -0.0020931 0.00588181 -0.0160963 -0.00788833 -0.0031855 0.000930829 0.00484079 0.0176954 -0.00417696 -0.00494369 -0.000809725 -0.00829805 -0.0117604 -0.0021349 0.00240241 -0.00366867 -0.000165366 0.0129583 0.0110131 0.0129696 0.0163183 0.0203222 0.0101265 0.00604946 0.0111669 0.000369174 -0.00319165 -0.00959227 -0.00446653 -0.0159055 0.00463446 0.000756485 0.000555027 0.000832797 0.000644279 -0.00174049 -0.00332118 0.00140399 0.00614065 -0.00355855 0.0102596 0.00646365 0.0226604 0.00060729
internal_weight=640.366 226.52 70.2711 35.4272 34.8438 23.7487 18.9917 13.9192 30.0625 8.88516 6.27261 156.249 12.7062 143.543 23.1601 11.1596 120.383 115.092 101.554 11.4676 12.0005 7.30917 90.0868 25.969 20.9239 8.82166 12.1022 64.1178 29.6338 34.4841 23.6069 14.2367 23.3674 9.67617 10.8772 7.37549 26.0241 22.5999 17.3 13.6725 13.5378 11.0951 7.38836 413.845 38.9364 15.9574 13.3605 6.14572 7.21478 374.909 370.227 363.842 359.971 84.9988 72.453 274.973 38.3132 10.9944 27.3188 21.5196 5.79919 236.659
internal_count=7516 2258 760 404 356 235 188 157 348 103 75 1498 139 1359 225 112 1134 1065 920 91 113 76 829 236 190 80 110 593 277 316 215 140 219 94 101 83 302 276 221 118 145 121 85 5258 483 214 190 75 115 4775 4721 4656 4614 1077 891 3537 549 254 295 224 71 2988
is_linear=0
shrinkage=0.03


Tree=291
num_leaves=47
num_cat=0
split_feature=11 14 14 26 21 21 49 11 42 14 43 43 0 31 42 4 4 0 21 42 26 0 1 3 31 32 42 12 26 21 21 11 32 43 14 21 50 21 21 50 14 11 50 42 1 26
split_gain=0.1654 0.459638 1.00532 1.02016 0.277859 1.06274 0.916103 1.87107 1.34773 1.23191 0.90451 0.877694 0.563844 1.56583 1.94169 1.12561 1.64732 0.699768 1.15045 2.20296 0.755603 0.677603 0.457259 0.394328 1.08726 1.47161 1.84022 0.824596 0.765801 0.415757 0.999999 0.513004 1.70613 1.52692 1.15487 0.792666 1.052 0.543397 0.485212 0.388078 0.36263 0.279583 0.265871 0.249721 0.0500361 0.0166171
threshold=0.94958336294286549 0.69467984934086646 0.65536398467432966 9.5000000000000018 0.4391064729205002 0.43753526018209088 0.12000000000000002 0.66371725642505452 3.8753381686865334 0.73606811145510853 -0.22499999999999998 -0.22499999999999998 24.500000000000004 0.31000000000000011 4.2907886899843515 0.29099462365591405 0.40899370090986864 23.500000000000004 0.39209185988959427 3.6063254455389058 10.500000000000002 26.500000000000004 3.5839835643916453 0.56250000000000011 0.23000000000000004 0.16500000000000004 3.6327695455485052 0.57500000000000007 6.5000000000000009 0.42934748478142082 0.42321967233550761 0.93090551165006608 1.0000000180025095e-35 -1.0000000180025095e-35 0.66565040650406515 0.40745561072500702 2.8153069638604364 0.40434748478142069 0.40283764153025714 2.9242685963818378 0.63069358178053847 0.94599589109791127 3.0678793895128593 3.7845066141412258 3.8799219637891658 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 12 8 44 9 11 -10 -6 13 14 15 -1 -17 18 19 22 42 -14 -18 29 25 28 -27 -28 -25 30 31 35 34 -34 -33 37 -37 38 -23 -31 -32 -13 -20 -11 -8 -5
right_child=1 -3 -4 45 6 -7 7 -9 10 43 -12 41 21 -15 -16 16 17 -19 20 -21 -22 23 -24 24 -26 26 27 -29 -30 39 40 32 33 -35 -36 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47
leaf_value=-0.015496756510433645 0.0032597843497279714 -0.012355276425574522 0.013812885265592614 -0.01940590957490973 -0.0080491863805186702 -0.018188154198305728 -0.0031885972171526518 0.029897757158541885 0 0.027824511157407594 -0.017785937884311803 0.015761847345874387 0.0094170463695320544 0.018921256861551657 -0.029568435471942149 0.016403576769708855 0 -0.016865819390382054 0.0067787101359114855 0.022225832996267868 -0.02111495020428936 2.1367110885469261e-05 -0.016388330050406678 -9.0409006025340496e-06 0.015206321947125793 -0.007250373130396873 0.027673987554704141 0.0022281897735412846 -0.021214921803628887 0 -8.000826863293794e-05 0.025328831334019124 -0.017457848909844795 0.0075012175783370555 0.00080503841675294303 0.0018594448547205578 -0.018732374641469027 0.012613625191614013 -0.0091861038462761196 0.013668625086166269 -0.015734771290172644 4.6722818955217895e-05 -0.0074475890380429968 0.0059575564804048957 0.0027629082904280116 -0.0069595213712700743
leaf_weight=5.1673758169636157 5.5366228669881838 3.4582728389650574 3.2186614684760562 2.4055648003704846 5.5441032941453177 2.6958807334303847 2.3138829269446424 2.8885494526475668 4.2373496708460152 2.0041745621711007 4.7948609986342472 2.4943990171887016 7.0091233924031249 2.2623839438892892 2.6221740841865531 4.1734006996266571 4.263179158791905 3.013697570655494 1.6918912734836329 3.9659595801495016 3.1129476092755795 477.73124902811833 2.017662214115262 4.0962962657213273 5.6088956072926512 3.8520075408741814 3.3937903633341193 2.5606785258278251 2.9838920375332236 3.2004260965622953 2.9141475474461904 4.3261735681444424 3.8815314108505845 4.2641978040337545 3.6787897944450378 3.2730469964444628 4.5244605932384729 2.8609120165929189 4.9968145340681067 3.6260527013801038 4.7880823505111039 2.9632031174842268 2.5586892934516072 1.883206387748942 2.3510026589501649 2.7612408436834812
leaf_count=40 55 32 33 32 53 22 31 31 58 40 76 50 53 35 47 47 73 52 37 56 57 5598 29 36 45 41 40 29 44 37 32 42 41 54 28 30 43 31 43 38 49 33 48 29 33 33
internal_value=0 -0.00286965 0 -0.00481243 8.10207e-05 -5.57081e-05 0.00282244 0.0117849 0 0.00544248 -0.00910889 0 2.33251e-05 -0.00365532 -0.00551158 -0.00302541 -8.33629e-05 -0.00383323 -0.0011017 0.00498259 -0.0102695 0.000266981 -0.00532953 0.000135265 0.00400846 0 0.00761779 0.0181341 -0.0101075 -2.10136e-05 -0.000130832 2.16538e-05 0.00525956 -0.00380648 0.0150842 -0.000139711 -0.00950827 2.22881e-06 -6.52819e-05 0.00721287 -0.010723 0.00859313 -0.000386691 0.019509 0 -0.0143795
internal_weight=639.971 17.3804 13.9221 10.7034 622.591 591.116 31.4747 7.55344 23.9213 14.8891 9.03221 11.0017 588.42 34.8494 32.587 29.9648 24.7974 20.624 17.6103 10.2468 7.36353 553.571 6.28084 546.561 22.4956 16.8867 9.80648 5.95447 7.08019 524.066 517.239 509.537 16.1507 8.14573 8.00496 493.386 7.79751 485.589 482.728 6.82648 7.70223 5.4576 4.25058 3.88738 4.66489 5.16681
internal_count=7516 185 153 120 7331 6897 434 95 339 205 134 136 6875 521 486 439 399 352 300 158 142 6354 102 6301 235 190 110 69 80 6066 5991 5910 165 95 70 5745 73 5672 5641 75 81 83 85 69 64 65
is_linear=0
shrinkage=0.03


Tree=292
num_leaves=63
num_cat=0
split_feature=9 38 49 42 32 21 29 43 11 31 42 12 14 47 14 43 31 31 58 27 31 50 11 42 14 14 14 31 50 42 14 21 14 14 38 11 43 58 11 31 42 32 42 32 11 14 31 14 43 11 50 11 11 42 14 14 32 11 11 9 43 43
split_gain=0.170554 0.856099 1.18659 0.893683 1.48779 1.33401 0.790197 0.81181 0.888853 1.37174 1.05241 1.04757 1.25269 0.959717 1.47428 0.809278 1.52172 0.798664 1.49371 1.20055 1.09362 1.07298 1.30572 2.88267 1.11066 1.04367 1.27297 1.35537 1.19118 1.07553 1.51143 1.03261 0.910404 0.782857 0.745577 1.4845 1.78485 1.95563 1.70958 2.054 2.47318 1.14976 1.14189 0.594277 0.627065 0.593038 0.623053 1.25127 0.590054 1.02528 2.54813 2.33787 2.01766 1.73852 1.03471 1.34565 1.08564 0.996596 1.60373 1.12543 3.55145 1.99288
threshold=0.12500000000000003 1.0000000180025095e-35 0.12000000000000002 3.7294612642173752 0.16500000000000004 0.31410647292050042 1.5000000000000002 -0.22499999999999998 0.93388869428251386 0.16000000000000003 3.7190869704136955 0.47500000000000003 0.64237451737451756 2.5000000000000004 0.64902948861515497 0.32500000000000001 0.23000000000000004 0.16000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.12000000000000002 2.8153069638604364 0.90941225990451124 3.6039288864799306 0.69096016343207367 0.70513758782201419 0.73304597701149432 0.23000000000000004 3.5178448824637267 3.4334948141752979 0.6503424657534248 0.41991139100437735 0.65086852351003299 0.63069358178053847 1.0000000180025095e-35 0.77516816140937539 0.32500000000000001 1.0000000180025095e-35 0.72089874767532247 0.12000000000000002 3.9211588503047188 0.17500000000000002 4.3751111872189599 0.16500000000000004 0.89882844131728368 0.63069358178053847 0.23000000000000004 0.60826939471440766 -0.22499999999999998 0.87986695528937953 3.3536489182451987 0.89945260050547038 0.86911039442876203 3.584472279689018 0.64480286738351267 0.73935688405797106 0.15000000000000005 0.84242556901957388 0.80884265122221277 0.22500000000000003 0.25000000000000006 0.32500000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 15 -8 10 -10 11 13 -13 -9 -15 17 -17 18 20 43 21 24 23 32 -1 28 -27 -28 29 -19 33 -32 -23 -31 48 38 37 45 39 42 -41 -40 -36 44 -20 46 47 -37 49 52 53 -52 -2 -51 56 -56 -55 58 -50 -59 -61 -62
right_child=34 2 -4 -5 -6 -7 7 8 9 -11 -12 12 -14 14 -16 16 -18 25 19 -21 -22 22 -24 -25 -26 26 27 -29 -30 30 31 -33 -34 -35 35 36 -38 -39 41 40 -42 -43 -44 -45 -46 -47 -48 -49 57 50 51 -53 -54 54 55 -57 -58 59 -60 60 61 -63
leaf_value=-0.01687672141517808 0.00081100014401445431 -0.009711492861314076 0.0041360957718623035 -0.018197554500094901 -0.015041116652217384 0.011531050524171142 0.010517399717731529 -0.010229367599619579 -0.00080401354572660162 0.023654574947939318 -0.015864659076623887 0 0.022507407177147366 0.011532640181536295 -0.0079158547746051491 0 0.022519493568239832 -0.018894656882889171 -0.0010488495917870514 0.0088719374830046778 0.017103625265248255 0 0.014370309056664044 -0.016496239255332286 0.0025819487836893028 0.013577050009409106 -0.014199537942497386 0.0038212398990018701 0.0050082728106710748 -0.0046079899671697443 0.0060999669524995463 -0.010612449291372292 0.017250999142351092 -0.020340366848647182 -0.019816326269008634 0.010327164587283763 -0.013318631928514202 -0.0063530430497497339 -0.014415640372462629 0.034485546158337599 0.003172127720827771 0.0024291178476320177 0.0042618863947307978 -0.004364024469357298 -0.024389462389877856 0.0036344375889480955 0.0020726912233366497 0.031622554911360699 -0.00035736880938571936 0.01400027327265547 0.00027017827657670841 0.038590087952729196 -0.015489228202616325 0.004250859566235745 0.0067428427180576244 -0.012868043785876486 -0.017759427296169524 -0.0011270060806669883 0.015626425191745362 -0.015943138901448557 0.023374193279434161 -0.0070294440598782587
leaf_weight=4.4755373224616033 110.33458356698975 4.2047063848003798 8.1585942697711271 6.5804072134196749 7.0338259036652735 6.1203905092552304 10.886661394499241 8.5654262900352514 3.6467069610953322 3.4943459797650576 3.5347551680169991 5.0066483644768578 3.6915371352806687 7.3415028974413872 6.0997368162497878 8.8052173245232535 3.4233842073008409 8.0326691940426809 2.2863695127889576 4.2719549825415006 5.0845296271145335 3.9751358479261416 9.0903952401131374 5.6994899911805978 4.9854964027181268 5.3695812243968275 5.9193661147728553 8.7901460910215956 5.7461395580321541 7.1342079900205153 10.241777485236524 4.6265916749835005 5.8765450362116098 6.8155108597129583 3.2719814134761718 6.5543429950485095 2.5245388362091026 3.9510607267729929 9.5891904802992922 3.264482967555522 8.252051027491687 4.8639488723129025 2.8584248586557806 17.626711207209155 3.3879810003563762 4.2891999650746575 2.5839213405270121 5.9868569821119308 119.33449428249151 7.9094304936006656 2.8952006418257943 3.4533982509747148 7.0761705497279754 2.3746361015364545 13.580494680441918 3.7714700046926728 5.7413492428604513 47.70648669381626 5.7106728395447126 18.767563440371308 3.7066520000807932 3.2903658986324444
leaf_count=28 1446 30 88 64 87 58 116 94 57 36 44 45 31 76 75 80 37 51 43 64 44 30 76 65 48 51 49 69 44 49 79 34 50 44 53 86 21 89 118 48 102 49 40 239 83 49 39 62 1608 83 29 39 67 58 146 34 92 472 64 256 53 55
internal_value=0 -0.000661716 -0.00518656 -0.00862026 -0.00448207 0.00229019 6.08623e-05 0.0032353 0.00113381 0.0106654 -0.000730291 0.000909232 0.00973893 -0.00236682 0.00228026 -0.00107096 0.00613619 -0.00180657 0.000396041 -0.0048334 0.0042338 0.00205152 0.00547033 0 -0.00616073 -0.00424193 0.00113811 -0.00312141 -0.0069116 -0.00894921 -0.00585916 0.000429545 0.00991924 -0.0128974 0.000362693 0.0035148 0.00884726 0.0115895 -0.000628426 0.00540812 0.0129975 -0.00838158 -0.00786162 -0.00765552 -0.0163621 0.0155745 0.0184774 0.0213008 -0.000136091 0.00121739 0.00537494 0.022573 -0.000145044 0.0018101 -0.00182157 0.00204049 -0.0106506 -0.00123779 0.000348475 -0.00401262 -0.00907478 0.0084451
internal_weight=639.673 226.03 32.0979 23.9393 17.3589 10.3251 193.932 52.2673 41.3807 7.14105 34.2396 30.7049 8.69819 22.0067 13.4412 141.665 12.2286 129.436 66.7601 27.573 39.1871 34.1026 24.6416 15.5512 9.46103 62.676 20.0791 14.7095 42.5969 36.8508 28.8181 14.8684 9.85168 13.9497 413.643 57.99 25.8899 23.3654 32.1001 17.6469 11.5165 14.4531 6.13041 23.3011 5.67435 19.4143 15.1251 12.5412 355.653 157.137 39.726 6.3486 117.411 33.3774 25.468 17.352 8.11599 198.516 125.045 73.4711 25.7646 6.99702
internal_count=7516 2258 327 239 175 88 1931 574 458 93 365 321 76 245 151 1357 117 1240 770 429 341 297 221 145 76 470 169 118 301 257 206 113 80 93 5258 756 346 325 410 243 150 167 93 365 126 236 187 148 4502 1994 481 68 1513 413 330 180 150 2508 1672 836 364 108
is_linear=0
shrinkage=0.03


Tree=293
num_leaves=58
num_cat=0
split_feature=0 49 1 24 14 43 42 1 37 1 14 3 1 24 14 4 43 43 14 11 11 45 1 3 3 1 0 1 4 11 42 4 14 43 4 42 11 4 4 14 5 1 5 42 3 14 14 21 40 43 4 42 14 3 5 11 42
split_gain=0.223359 0.424459 0.219668 0.594078 1.06334 0.186324 0.283983 0.166759 1.32567 0.685275 0.333887 0.556602 0.168804 1.18319 2.92269 1.55141 1.21502 0.915695 0.887208 1.42777 0.540537 0.426852 0.386923 1.63894 3.0608 1.82522 1.68998 1.61186 2.57981 0.801049 1.03656 0.920553 2.56138 0.77272 0.514408 0.398221 1.17356 1.24642 2.55714 1.48322 3.11449 2.0629 0.934442 0.572838 0.698631 0.397217 1.15018 0.553343 0.519859 0.486901 0.359537 0.326648 0.325382 1.56652 0.556287 0.191786 0.165178
threshold=51.500000000000007 0.19000000000000003 5.1200721840520744 1.0000000180025095e-35 0.62583333333333346 0.25000000000000006 4.9763905204053005 5.0423796311235538 1.0000000180025095e-35 5.0273302501939314 0.63667496886674979 0.17573529411764707 4.8859497000344776 1.0000000180025095e-35 0.66141439205955344 0.39212852771166279 -1.0000000180025095e-35 1.0000000180025095e-35 0.65843495934959362 0.76365788906765653 0.76365788906765653 1.5000000000000002 4.7502366905087499 0.1250550660792952 0.1568375422148294 4.8218426205347829 49.500000000000007 4.8006355995216721 0.32697368421052636 0.74664420241889318 4.8341389671286441 0.31142241379310348 0.65604707792207806 -0.27499999999999997 0.34891304347826091 4.6335050209865809 0.77516816140937539 0.43132201334141912 0.45049019607843144 0.65536398467432966 0.026671408250355622 4.6907213539591348 0.046693482230278659 4.6186198135562337 0.1236388219978657 0.76154939587775416 0.78466880341880352 0.35434748478142086 1.0000000180025095e-35 -0.57499999999999984 0.39212852771166279 3.7789382144677943 0.74443344878772899 0.36250000000000004 0.40682870370370378 0.73880788565247513 4.9219179224810015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 -5 6 -3 9 10 12 11 -9 22 18 15 16 -15 20 19 56 -17 -18 35 27 33 55 -27 28 -24 31 -31 -29 -33 -25 -35 43 37 39 -39 40 41 -37 -41 45 -45 49 48 -48 -47 -1 -16 -49 54 -54 -51 -26 -14
right_child=1 5 3 4 -6 -7 -8 8 -10 -11 -12 -13 13 14 50 17 21 -19 -20 -21 -22 -23 23 24 25 26 -28 29 -30 30 -32 32 -34 34 -36 36 -38 38 -40 42 -42 -43 -44 44 -46 46 47 51 -50 52 -52 -53 53 -55 -56 -57 -58
leaf_value=0.010556144649719127 -0.021498096477485275 -0.0047355294564508143 0.016823510462643628 0.013496704005361937 -0.015105122262165116 -0.010441418494689197 0.0173942275351632 0.0043576910427822364 0.0099471910606562484 0.012527722348478603 -0.015722269484833275 -0.013630550184353968 0 0.0032210312568340732 0.027926974527288942 -0.011179211712529509 -0.025598840055112357 0.016268938251417904 -0.017566832635396778 -0.014737095027915429 0.0063897540406079216 -0.0073625690018298056 -0.010612917553322089 0.0062877114468103817 -0.0025627239610986172 0.021879261199260473 -0.0088626827776690387 -0.014305525211268018 0.022265342894256787 -0.022388794492952977 -0.00092463823825148818 -0.0083339478970319725 0.024711926724486612 0.036926090103264531 0.014697473844551161 0.040855832195295178 0.01229418055878514 -0.030483528787957539 0.0015829705707842195 -0.019738784775681962 -0.012622500430164399 0.0017307444782633447 0 -0.002617312538935442 0.016906190008395147 -0.016921144592609828 -0.0032831457757163474 0.019787028357004268 -0.00042021339905350981 0 0.0072789051276439237 0 0.01210984118416192 -0.011439666672190827 -0.010319173056986547 -0.016499224718695436 0.013331677212105771
leaf_weight=3.7839563563466063 1.059320590924471 0.27177004399709381 2.3906042315065852 2.0156573923304677 2.225965702906251 0.56983170495368529 0.88662054482847452 2.9808595012873393 4.1904184864833942 3.7413385659456244 4.5061684609390795 2.4082206897437572 2.4234897717833501 2.8915415992960334 3.2345937564969054 2.9099175464361888 3.7992310784757191 3.745300586335361 5.9022677000612012 4.2936655031517148 2.6619138326495886 3.6366015281528234 3.2137440955266374 3.6462730662897229 2.7196850939653796 3.9720918638631701 2.1399248689413071 3.1986254230141666 5.0131477257236838 4.9243387822061759 4.4026223039254546 5.0596253154799324 3.2041759318672121 3.1644782749936002 3.7896543922834098 2.4692511809989899 3.2679607160389414 4.4228619076311571 3.6572162192314863 4.2941804239526382 3.784300681669265 2.8887908970937133 3.6809285776689649 1.9520823750644911 3.7554203548934311 5.9340663403272647 3.7883612359873942 1.9648316036909821 3.4828139012679458 447.99282384617254 2.4557805606164038 1.7737133754417298 8.3252377491444332 3.2187155873980364 4.5499622747302046 4.0176682379096746 2.5677102021872997
leaf_count=35 83 38 44 31 30 40 90 44 57 46 56 30 27 31 38 35 25 51 58 51 27 53 29 36 38 55 30 25 58 52 59 61 42 36 46 43 27 52 36 57 54 45 54 30 58 67 46 41 48 4956 31 31 113 39 29 33 39
internal_value=0 -0.00818207 3.99909e-05 0.00539248 -0.000166704 0 0.00785256 -8.54446e-06 -0.00322068 5.62195e-05 -0.00947792 -0.00280731 -1.42924e-05 -0.00188886 0.00189115 -0.00337416 -0.011462 0.00501268 -0.00852715 -0.00189891 -0.00181563 -0.0178923 0.000108752 0.00256452 0.00847927 -0.000959918 0.0102256 -0.0020355 0.00876275 -0.00663728 -0.0131189 -0.000714158 0.00405141 0.0202825 0.0264008 -0.000128845 -0.00356958 -0.00594387 -0.0155573 -0.000932252 0.00686215 0.0216624 -0.0105507 5.99713e-05 0.00935055 -4.08424e-05 -0.00453474 0.00357199 -0.0115779 0.000110952 0.0205843 0.0118558 8.35301e-06 0.00494981 -0.000106577 -0.0119744 0.00813158
internal_weight=639.222 2.78754 636.435 6.63223 4.24162 1.72822 1.15839 629.803 14.0857 615.717 9.89525 5.38908 611.976 40.522 25.3349 19.6445 10.3274 9.31713 15.1871 9.28487 5.57183 7.43583 571.454 52.4661 23.4498 12.8494 6.11202 29.0163 8.22689 20.7894 9.32696 11.4624 8.2638 10.6004 6.95413 518.987 28.4655 25.1975 8.08008 17.1175 9.14234 5.35804 7.97511 490.522 5.7075 484.814 16.9438 7.52691 9.41688 467.871 5.69037 3.73854 464.087 11.544 452.543 6.73735 4.9912
internal_count=7516 251 7265 105 61 168 128 7160 187 6973 130 74 6927 466 291 222 109 113 175 117 62 78 6461 600 274 156 85 326 87 239 111 128 103 118 82 5861 368 341 88 253 142 88 111 5493 88 5405 233 118 115 5172 69 72 5137 152 4985 71 66
is_linear=0
shrinkage=0.03


Tree=294
num_leaves=46
num_cat=0
split_feature=11 14 14 26 21 21 42 36 14 14 50 0 31 42 4 14 21 40 42 0 11 5 0 50 4 31 39 21 4 4 50 4 50 14 14 14 14 11 42 4 31 14 14 11 26
split_gain=0.152084 0.447486 0.949953 0.973122 0.266755 1.00938 0.723945 1.59532 1.30718 1.27926 0.780991 0.539496 1.4898 1.87865 1.0635 1.59283 1.21664 1.48521 1.12452 0.933038 0.882203 0.735644 0.660285 1.55113 0.65346 0.460281 0.774517 0.694344 0.434329 1.03034 1.35847 0.814309 1.60737 0.428186 0.350096 1.50256 1.04303 0.64904 0.549648 0.694994 0.48868 0.31069 0.276366 0.126782 0.0114251
threshold=0.94958336294286549 0.69467984934086646 0.65536398467432966 9.5000000000000018 0.4391064729205002 0.43753526018209088 3.8170530456681173 1.0000000180025095e-35 0.7025418275418277 0.66565040650406515 3.3973861251426389 24.500000000000004 0.31000000000000011 4.2907886899843515 0.29099462365591405 0.69416099773242645 0.39209185988959427 1.0000000180025095e-35 3.4074466511864689 23.500000000000004 0.6207242242090244 0.41522988505747133 27.500000000000004 3.2806961417784364 0.77500000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.49209185988959436 0.5590277777777779 0.52142857142857157 3.1307312134163801 0.48212005108556838 2.7815080780430619 0.73141238253178564 0.73827838827838843 0.73511693834160186 0.72860431052521457 0.88669055975826294 4.1418756957665641 0.37377450980392163 0.23000000000000004 0.72137002341920387 0.76043478260869579 0.74963369197230545 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 11 7 8 9 -6 25 12 13 14 -1 19 17 18 -17 20 -16 22 23 -13 -20 -8 27 -27 29 31 -31 34 -33 -18 35 36 -24 -37 40 -40 -36 -29 -10 -34 -5
right_child=1 -3 -4 44 6 -7 10 -9 42 -11 -12 21 -14 -15 15 16 33 -19 24 -21 -22 -23 28 -25 -26 26 -28 41 -30 30 -32 32 43 -35 38 37 -38 -39 39 -41 -42 -43 -44 -45 -46
leaf_value=-0.015144148868030623 0.0032496299971146586 -0.012119884721468639 0.013494446206945586 -0.018858247830592104 0.014423862876062989 -0.017767653174535551 0.0044974079254822344 -0.0094098279962601516 0.036595433450879525 -0.010032342721675892 0.011678395085192349 0.01636554982498124 0.018520725902744731 -0.029357949294991977 0.0048281930725075101 -0.0082728703726765405 -0.021863483019432722 -0.013980535509771196 0.0038348942769430481 -0.0003399936212787573 0.041099544667704054 0.012903675233167431 0.00027072395461779085 -0.0044772146212974625 0.024557669959758617 0 0.0050097483842473332 -0.027399040609735827 -0.011551074739643476 0.027529754073622729 -0.00079121039311961302 0.0079177928690043354 -0.0090457280417873751 -0.0033957305933802425 -0.010353720717536263 0.0035648341021674904 -0.0093525550655146773 0.024480229215616517 0.015775427365964902 -0.0034402250750390261 0 -0.0086374018201393604 0.011994309918171174 -0.024829958231133809 -0.0067292542415730641
leaf_weight=5.1265402594581273 5.5287976134568471 3.4468246493488541 3.2202687077224246 2.398053559474647 4.545114219188692 2.6822738144546738 2.9549159142188755 3.2710230709053567 2.0064585469663143 2.8041492516640574 2.9963165221270165 6.8819640800356847 2.2404921650886527 2.5591050283983341 1.7950733536854415 2.3952706381678599 3.5174591522663823 3.8791365604847661 4.0911834179423749 1.6566924713551996 1.3865810539573429 3.9229999184608451 479.1829643988749 5.1191546767950058 2.9597808057442307 2.2418096330948156 2.5242795641534022 2.3118637464940548 2.7148829642683259 2.6346840523183337 2.441113667562604 2.7445828327909094 2.9874594705179334 3.0428890190087259 10.338140486041089 3.8379427087493232 10.147266715299336 3.0015288358554244 2.4897009697742751 3.5591959040611982 7.9317386224865905 3.6796721266582608 2.0922619933262467 2.7951966202817857 2.7540554301813245
leaf_count=40 55 32 33 32 48 22 57 44 28 32 38 55 35 47 53 22 64 58 59 29 16 28 5598 34 47 37 30 31 24 37 26 43 30 51 127 48 100 35 39 38 60 54 35 32 33
internal_value=0 -0.00275253 0 -0.00461881 7.94607e-05 -5.44385e-05 0.00276759 0.00763341 0.0130962 0.00427912 -0.00120351 2.22578e-05 -0.00358658 -0.00540308 -0.00296803 -0.000101318 -0.00411906 0.000706394 0.00752446 0.0147289 0.0239056 0.00026056 0.000154587 0.00705552 0.0137986 -0.00457701 -0.00765373 -0.0122744 0 6.07427e-05 0.0132584 -5.9511e-05 -0.00915397 -0.014539 8.14206e-05 0.000265479 5.51694e-05 0.0140307 -0.0034007 0.00376046 -0.00611156 -0.0174969 0.0265754 -0.0182533 -0.0139895
internal_weight=638.839 17.348 13.9012 10.6809 621.491 590.063 31.4279 14.719 11.448 7.34926 16.7089 587.381 34.6502 32.4097 29.8506 24.7241 19.8857 13.3254 9.44623 4.83835 3.18165 552.731 548.808 12.0011 7.05096 13.7125 10.7576 8.23335 536.806 534.092 5.0758 529.016 8.52724 6.56035 520.488 496.17 489.33 6.83947 24.3188 6.0489 18.2699 5.99154 4.09872 5.78266 5.15211
internal_count=7516 185 153 120 7331 6897 434 187 143 80 247 6875 521 486 439 399 301 186 128 98 69 6354 6326 89 106 209 152 122 6237 6213 63 6150 105 115 6045 5781 5698 83 264 77 187 85 63 62 65
is_linear=0
shrinkage=0.03


Tree=295
num_leaves=63
num_cat=0
split_feature=9 38 49 3 42 32 21 57 42 31 3 47 14 0 43 31 14 9 21 42 3 32 32 50 21 38 3 3 3 21 21 42 12 3 5 32 31 43 37 32 13 14 3 47 9 42 5 42 42 42 42 27 3 9 43 14 3 21 14 31 23 31
split_gain=0.159667 0.810251 1.11549 0.991735 0.836107 1.41008 1.25768 0.761252 1.67023 1.40403 1.31813 1.22931 1.53107 1.16294 1.13701 2.16668 0.929625 1.54603 1.112 1.44103 2.2468 1.45309 1.10222 0.790942 0.758138 0.714918 1.40338 2.10025 1.43908 1.31941 2.17382 1.7615 1.00042 0.791083 1.63408 1.05864 0.723163 0.713076 0.700706 1.01881 1.08766 0.800747 0.690974 1.6268 1.74768 1.13842 0.914784 1.0434 0.783817 1.71061 2.1795 1.74822 1.55556 1.44921 1.16786 1.283 1.50179 2.02283 1.27194 1.11193 1.59672 1.28533
threshold=0.12500000000000003 1.0000000180025095e-35 0.12000000000000002 0.48750000000000004 3.7294612642173752 0.16500000000000004 0.31410647292050042 1.0000000180025095e-35 3.8753381686865334 0.28500000000000009 0.58750000000000002 3.5000000000000004 0.64902948861515497 23.500000000000004 0.25000000000000006 0.16000000000000003 0.67879188712522065 1.0000000180025095e-35 0.41368350086469208 3.4764415777150481 0.43750000000000006 0.16500000000000004 0.17500000000000002 2.7815080780430619 0.31096404744368111 1.0000000180025095e-35 0.061553030303030311 0.16704788045135713 0.22361111111111112 0.30309916640504742 0.34035479129687396 3.4937425525307249 0.37500000000000006 0.080540540540540564 0.30368906455862982 0.18500000000000003 1.0000000180025095e-35 0.25000000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000000000013 0.67278338945005622 0.10435571687840291 3.5000000000000004 0.27500000000000008 4.5184800837290524 0.075577969174977347 3.366682589575968 3.600241852813622 3.6467622390330523 3.6875921499000683 1.0000000180025095e-35 0.43750000000000006 0.27500000000000008 -0.27499999999999997 0.6608656174334141 0.41250000000000003 0.33910647292050056 0.68642083699151313 1.0000000180025095e-35 1.0000000180025095e-35 0.16000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 6 -3 8 9 14 16 -11 -13 -10 -1 24 17 -9 19 -19 -21 -22 -18 -24 -16 33 -27 -28 -29 31 -31 -30 -32 35 42 37 -34 38 39 41 -41 -2 43 45 -45 -35 47 -44 54 51 52 -50 53 -51 58 56 57 -56 -49 60 -52 -61
right_child=25 2 3 -5 -6 -7 -8 10 13 11 -12 12 -14 -15 15 -17 22 18 -20 20 21 -23 23 -25 -26 26 27 28 29 30 32 -33 36 34 -36 -37 -38 -39 -40 40 -42 -43 46 44 -46 -47 -48 48 49 50 59 -53 -54 -55 55 -57 -58 -59 -60 61 -62 -63
leaf_value=0.0025592986948564725 0 -0.0094361265835381132 0.013847499142593903 -0.0060664392638531996 -0.017690387247960744 -0.014682739336646338 0.011202560885981689 0.0035088240240376796 0 -0.00018142623983908378 0.015136708790824118 0.02565196618885985 0.005440491261057446 -0.023848536160488393 0.015904266727959113 -0.014062326059531069 -0.0031736733040468022 -0.022139946865908394 -0.02748895148422351 0.01741798300139185 0 -0.023928154314147802 0.01768972002602507 -0.001347893929490987 -0.00024321050510503503 0.021745603436783799 -0.0043891024530104067 0.021261571988269803 0.0040213462161078012 0.031523743834937584 -0.0044258442106324602 -0.022650074841013328 0.0010002178655666384 0.029807640162888352 0.021327712196307046 -0.019684842765904112 0.022943762605034789 -0.0097800008696233114 -0.013054443115517267 -0.012607320444476437 0.0057095545415193202 0.017117373099695847 0.0099921235630752708 -0.01321808329032695 0.005109598513259316 0.0027284752063083 -0.0099633457029201199 0.010170273027766573 0.0030565147151611449 0.0068925320599365755 -0.0064482354811485117 0.023045623338800877 -0.019754428065866431 -0.01500451374733348 -0.0010842686910631011 0.00090593857758400548 -0.018447055982621096 -0.028647380348585178 -0.004557855123950425 -0.0053370860172646624 0.0067001000661733355 0.0015824553149304534
leaf_weight=73.486936469795182 5.0044886050745898 4.1940296599641496 4.3759129503741843 3.7871383232995868 6.5496550034731618 6.9954065363854161 6.1116260904818773 7.0609804391860989 2.6121431316714725 8.0644686631858367 3.230440921150147 5.8971717618405846 10.208918943535535 3.6658662259578705 2.9219832923263338 12.01418714225292 25.477410002611578 4.5546410772949519 3.635298096574842 3.4126578709110609 4.5285575129091722 3.7703526876866817 4.4043606282211831 2.4393733204342425 12.1614289926365 3.4114545192569485 23.832629617070779 5.4897131957113769 6.0210307524539548 3.0221284460276356 6.5065617053769511 3.0904277367517352 3.7030451386235654 3.2223600638099041 3.1011291220784178 3.5520992539823046 2.7409528587013483 8.4361103605478984 2.88364572264254 5.8984469678252918 4.9213600396178663 5.21080113761127 8.7746406332589668 5.9129388509318259 19.406665137968957 3.3635963927954435 8.4761008797213417 10.513138672336938 16.662514817435298 6.2159366402775067 9.6128076319582743 5.4264116222038856 8.1947178211994451 4.3803753620013595 22.360659727826718 17.38821782078594 10.327786294743417 2.5710653387941411 9.6056587803177518 39.293950444553047 44.209673623554409 60.227453325642273
leaf_count=821 81 30 48 40 64 87 58 57 29 67 38 58 83 49 27 86 237 33 37 36 33 32 56 29 123 41 342 77 76 39 68 33 50 42 24 41 30 85 33 60 52 81 105 69 278 41 60 112 186 81 96 55 75 67 242 181 98 26 96 446 766 923
internal_value=0 -0.00064034 -0.0050485 0.00396712 -0.00839096 -0.00436571 0.0022125 6.22847e-05 0.00139156 0.00220086 -0.00262383 0.00867993 0.0134327 -0.0133358 0.00057026 -0.00458331 -0.00374013 -0.00783718 -0.012156 -0.00807268 -0.00181831 -0.0106583 -0.00011068 0.0102066 0.00265951 0.000351783 0.00344349 0.00211057 0.0073677 0.00394557 0.00922987 -0.0046729 0.00317083 -0.000136306 0.000322061 -0.00435703 0.0116467 -0.00237935 4.15325e-05 0.00222542 -0.00377905 0.00911174 8.36939e-05 0.0042708 0.000524336 0.0173499 -0.00036788 -4.41985e-05 -0.000403731 0.000565685 -0.000413277 0.008399 -0.0100225 -0.00171394 -0.00306792 -0.00545186 -0.00874384 -0.00437079 0.00286743 0.000736696 0.00422554 -0.00109464
internal_weight=638.534 225.561 32.0138 8.16305 23.8507 17.3011 10.3057 193.547 131.033 124.755 62.5141 24.1706 16.1061 6.27801 100.585 27.0976 59.2836 26.9625 19.9015 16.2662 11.7116 8.29891 32.3211 6.84373 15.0834 412.973 57.8179 54.4065 30.5739 25.0841 15.9727 9.11146 12.9506 355.155 319.248 35.907 6.444 32.3549 23.9187 21.0351 10.8198 10.2153 316.147 31.9056 25.3196 6.58596 284.241 275.765 266.99 194.224 172.135 22.0889 18.791 10.5963 72.7665 52.6477 35.2595 24.9317 20.1188 153.344 53.8225 99.5214
internal_count=7516 2258 327 88 239 175 88 1931 1343 1265 588 208 141 78 1057 236 550 228 171 134 101 65 322 85 150 5258 756 715 373 296 187 109 148 4502 4069 433 80 392 307 274 112 162 4045 430 347 83 3615 3555 3450 2695 2454 241 223 148 755 547 366 268 208 2231 862 1369
is_linear=0
shrinkage=0.03


Tree=296
num_leaves=63
num_cat=0
split_feature=58 36 48 32 49 32 21 1 27 1 21 1 37 25 47 3 1 21 1 3 32 3 1 12 1 1 1 1 12 1 1 3 4 4 36 3 27 43 25 0 0 32 2 43 32 3 3 35 3 4 4 3 35 48 1 43 0 3 1 3 49 1
split_gain=0.155148 0.48286 2.13559 1.26415 2.13384 1.21473 1.05232 1.11272 1.0346 1.00887 1.07848 0.68257 0.842472 0.667479 1.04599 0.663324 0.658476 1.04621 1.394 0.642227 0.559514 0.53627 0.634957 1.09636 1.41296 0.494095 0.884484 0.383006 0.351575 0.351196 0.897272 0.316935 0.392778 1.4701 1.18281 3.24354 1.75945 1.18984 1.14954 2.93249 2.6213 1.55474 1.53514 1.13788 0.902843 1.00231 1.16575 1.40703 1.10302 1.0164 0.960375 0.907137 0.926148 1.13396 0.88017 0.855871 0.780056 0.757538 0.754483 1.68044 1.50903 1.02115
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.18500000000000003 1.0000000180025095e-35 0.15000000000000005 0.31096404744368111 3.505475127672971 1.0000000180025095e-35 3.505475127672971 0.41253526018209075 3.7574466511864686 1.0000000180025095e-35 1.0000000180025095e-35 15.000000000000002 0.41250000000000003 3.6556752830605155 0.32354256669754389 3.4792268092965979 0.5375000000000002 0.17500000000000002 0.5375000000000002 3.6753934147262184 0.27500000000000013 3.6195884966423413 3.6712391892834719 3.5845066141412256 3.554024590419385 0.4250000000000001 3.4467622390330521 3.388574463632382 0.61250000000000016 0.22540322580645164 0.22792207792207794 1.0000000180025095e-35 0.24662162162162166 1.0000000180025095e-35 -0.22499999999999998 1.0000000180025095e-35 49.500000000000007 21.500000000000004 0.18500000000000003 3.5000000000000004 0.62500000000000011 1.0000000180025095e-35 0.19292803970223329 0.15752905020251315 1.0000000180025095e-35 0.14976474159690528 0.31400560224089641 0.30151515151515157 0.22361111111111112 1.0000000180025095e-35 1.0000000180025095e-35 3.3697022760782955 -0.17499999999999999 24.500000000000004 0.48750000000000004 4.4557053684909791 0.30625000000000008 1.0000000180025095e-35 4.6022328364453351
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=31 2 3 4 5 16 7 29 11 -5 25 12 21 -7 15 -15 17 18 -2 -13 -14 22 23 27 -25 26 -11 -8 -19 30 -3 32 34 -34 43 -36 37 -37 41 40 -40 44 -42 54 45 46 47 -35 49 -49 -48 55 53 56 -1 -47 -53 -38 59 -56 61 -60
right_child=1 6 -4 9 -6 13 8 -9 -10 10 -12 19 20 14 -16 -17 -18 28 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 33 38 35 36 57 -39 39 -41 42 -43 -44 -45 -46 51 50 48 -50 -51 -52 52 -54 -55 58 -57 -58 -59 60 -61 -62 -63
leaf_value=-0.0073978382575554998 0.011648251191248368 -0.0017320933861631055 -0.022428617705025217 -0.0089012272267861015 -0.020421821004084833 -0.00058937940785257833 0 0.029519526429118651 0.009258065990368252 0.019009864118267768 -0.0040988536873912745 0.018713895047831844 -0.028119070004522614 -0.0015461375107140225 0.0038606255260457186 -0.027865501526557729 -0.0028388796872448928 0.019445003060648332 -0.012901631345932309 -0.0019262595204987312 -1.877880625729814e-05 0.0087067317862937078 -0.013377221192054801 0.027959795121838493 -0.0022486348575809353 0.026296515232943459 0 -0.016049345025298711 0.0043345311350620015 -0.0042387321177914938 0.021694292217070373 -0.0068571336919988563 -0.028249112896960384 -0.00042432015122383608 0.025765513936275443 -0.0022874499116797733 0.014145270154742836 -0.012773601864852022 0.030061688175680581 0.02535811484120392 -0.011329924250539808 -0.01155278898661713 0.0025640858147582663 -0.011352788611549139 -0.0023952998830663432 0 -0.020191026605885572 0.020056094542286424 0.029666567025174281 5.8761451993951858e-05 -0.0016862533305833907 0 -0.013745114464944046 -0.0044472317874071094 0.017513445133105491 0.023288475639671916 0.024045380791050102 -0.0015038084851445401 -0.023806234240934782 0.0030848126602615153 0.0097167748285447303 -0.00091908942467485203
leaf_weight=6.7488079443573943 3.6070211213082137 2.5702776806429011 4.3969115372747174 2.8716333955526379 5.8198291268199673 6.7247419133782369 2.4689117814414328 1.9928953964263199 6.6330141164362422 3.7318363357335311 3.278773756697773 1.9295226619578887 2.2177328080870207 1.781028516590595 1.5186015572398899 3.7809385298751295 11.204737259075044 4.6471260804682952 4.2745794709771872 2.4926793179474771 1.4728698376566169 2.5029434859752646 5.4400506871752432 1.9734797799028454 2.9534819917753339 2.6498783063143492 4.1779255447909236 3.250980656594038 3.889664314687252 2.3235176419839263 2.2697608186863363 5.37081105262041 1.5036998912692059 63.921094573452137 3.1562506845220915 23.290474419482052 5.3316923324018699 19.137813224922866 2.4605247948784372 4.9936385592445722 9.1635304586961848 12.019108263310043 29.414495559409261 4.9021468502469352 114.62079446320422 2.7027274584397674 4.038910375442355 3.0772961759939781 2.0778535648714742 9.6795281886588764 8.4509088562335801 2.0943649560213071 2.3240468068979672 4.03067826339975 7.692345547489821 4.7145875282585648 3.3144322941079736 4.3132747337222099 3.3429888468235713 150.3360236287117 4.3149498091079286 4.6852559484541416
leaf_count=48 40 32 135 42 159 43 32 27 62 48 43 38 40 63 27 175 95 49 33 33 39 27 66 26 55 35 52 42 33 39 38 35 8 911 34 207 47 242 99 198 118 131 410 37 1174 44 40 40 52 168 136 73 40 48 87 103 55 32 37 1104 42 48
internal_value=0 -0.0010176 -0.00260716 -0.00108531 -0.00367048 -0.00108632 0.00139915 0.0103477 -0.000926929 0.00582648 0.00939332 -0.00372995 -0.00600569 -0.00838541 -0.014746 -0.0208251 0.00237997 0.00629393 -0.00091371 0.00620156 -0.0190243 -0.00292683 -0.00518997 -0.000283984 0.00929966 0.0141386 0.00877763 -0.0095879 0.0135037 0.00354242 0.00848829 0.00021616 0.000303049 -0.000432877 0.00121074 -0.00257645 -0.00450109 -0.00719585 -0.000244111 0.00405619 0.00120824 -0.00110712 -0.000622878 0.00239434 -0.000512851 0.00138766 5.49993e-06 0.00142711 0.00970333 0.00558087 -0.00836699 0.00758527 0.00174355 0.00638544 0.00282104 0.0157733 0.0153985 0.0066491 0.0032692 0.00384632 -0.00358477 -0.0115256
internal_weight=638.072 110.847 68.3552 63.9583 47.2483 41.4284 42.4921 9.15645 33.3357 16.71 13.8384 26.7027 22.2805 13.8053 7.08057 5.56197 27.6231 16.4184 7.8816 4.4222 3.6906 18.5898 16.0869 10.6469 4.92696 10.5596 7.90976 5.71989 8.53679 7.16356 4.84004 527.225 521.854 284.602 237.252 55.2295 52.0733 42.4283 283.099 46.0322 41.0386 237.066 38.578 182.023 225.047 110.426 91.2456 78.7558 14.8347 12.7568 12.4898 19.1808 11.7635 9.43948 177.12 7.41731 5.4088 9.64497 170.372 158.028 12.3432 8.02824
internal_count=7516 1668 1072 937 717 558 596 136 460 220 178 398 327 308 265 238 250 155 73 71 79 248 221 155 81 135 100 74 82 109 70 5848 5813 3848 1965 562 528 449 3840 825 627 3015 528 1403 2884 1710 1347 1171 260 208 176 363 216 176 1366 147 128 79 1318 1191 127 85
is_linear=0
shrinkage=0.03


Tree=297
num_leaves=63
num_cat=0
split_feature=28 1 4 1 50 42 5 24 50 12 42 1 29 9 37 14 1 50 42 3 50 14 14 3 26 50 3 50 4 4 0 14 26 14 3 17 1 42 21 3 12 14 1 14 3 21 1 3 31 1 1 21 43 1 14 3 14 14 21 14 1 14
split_gain=0.160705 1.03191 0.767318 0.709773 1.63154 0.708064 0.882337 0.820622 1.43832 1.16298 0.866347 1.79838 0.95745 0.770673 0.761786 0.713501 0.678337 1.6375 1.13699 1.04081 1.78359 1.46889 2.35702 1.72128 1.94133 1.48489 1.22813 1.55521 0.843737 0.832338 0.51622 2.04913 1.10564 0.848531 0.866098 0.598251 1.09338 2.32476 0.929516 0.799016 0.533507 0.489136 0.457919 0.451752 0.42342 0.525445 0.375058 0.370384 2.44278 0.365562 1.57018 2.18386 3.84772 1.76546 1.49978 1.39897 1.12157 1.91085 1.86877 0.957254 0.883955 1.53215
threshold=1.0000000180025095e-35 3.5005956336034312 0.82500000000000007 3.388574463632382 2.9242685963818378 3.5538288087861587 0.35599078341013829 1.0000000180025095e-35 3.3361473422153938 0.52500000000000013 3.769702276078295 4.7722549004645503 1.5000000000000002 0.17500000000000002 1.0000000180025095e-35 0.64608739837398388 3.6590178639248787 2.9797363981426757 3.6656344265871388 0.46250000000000008 2.9797363981426757 0.62152509652509658 0.61070261437908513 0.1250550660792952 10.500000000000002 3.2806961417784364 0.18634259259259262 2.7815080780430619 0.4040289031529441 0.37377450980392163 20.500000000000004 0.7025418275418277 10.500000000000002 0.75694980694980707 0.14267985856113155 1.5000000000000002 3.9153115322251026 3.821439344671016 0.42321967233550761 0.29864864864864871 0.65000000000000013 0.64530791788856312 4.5845731102501741 0.69931506849315073 0.61250000000000016 0.41253526018209052 3.7885744636323824 0.58750000000000002 1.0000000180025095e-35 3.6666825895759683 3.6355547771300549 0.3625352601820907 1.0000000180025095e-35 3.637649039618045 0.65604707792207806 0.46250000000000008 0.64346246973365628 0.73141238253178564 0.33297866047458713 0.64346246973365628 3.6794269646841418 0.64902948861515497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 30 -2 -5 6 14 8 9 10 13 12 -12 -7 15 -3 17 -9 -18 21 -21 22 28 24 42 26 29 -28 -20 -25 31 32 -1 40 -35 -33 37 38 39 -37 44 -10 -23 -4 47 -46 -43 49 -49 50 51 56 -53 -52 59 -56 58 -58 -32 -55 61 -51
right_child=1 5 43 4 -6 7 -8 16 41 -11 11 -13 -14 -15 -16 -17 18 -19 19 20 -22 23 -24 25 -26 -27 27 -29 -30 -31 33 35 -34 34 -36 36 -38 -39 -40 -41 -42 46 -44 -45 45 -47 -48 48 -50 60 53 52 -54 54 55 -57 57 -59 -60 -61 -62 -63
leaf_value=0.00084098395845972034 0 -3.5220093479094228e-05 0.0024831868090811737 0.00018727474181990864 0.030421386334342031 0.023823245291269977 0.0070709546262147137 -0.0027835344983985913 -0.01101441537858968 0.02646810421261702 0 0.017964272566219429 -0.021570973539637536 0.0043551007925471995 0.0019587037251307974 -0.01436746500163736 -0.020446283726420857 0.019642532086436799 0.0064034886986743048 0.0034956264670926011 -0.020415768885304674 -0.0089291237569801857 0.026564423936229559 0.02090575245489187 0.0056675872210180719 0.017033181730395853 0.0017421427287076035 -0.021746671952931035 -0.016594201196340037 0 -6.2062340788529737e-05 -0.0014626102519773347 -0.024428074639885469 -0.00097583249731379078 -0.022597755114418427 0.018556531679006099 0.026100294877726662 -0.014440250694984195 0.032997580176206125 -0.0040583188984992385 0.013067615366696261 -0.005204714691551089 -0.025341551119601836 -0.01215791760124881 0.00018256426210052582 -0.014952959101731503 0.010113833390115597 -0.011469717903685967 0.022165014731905245 0.026433654349758921 -0.028889875726726615 0.025689783914664161 -0.013884395616548258 -0.0043297312921985603 0.021812792342596594 -0.0054192815714179787 0.0038483541360193794 -0.01039747825889439 -0.010418885306194689 -0.021938437101169935 0.0001606307008218378 -0.0003740959829110354
leaf_weight=2.5487479921430376 3.2855771454051119 5.5085267284885147 1.618297690525649 3.8334752656519413 3.2007990665733814 3.4968748060055166 4.5172167867422095 6.4944008374586684 4.5933328149840218 3.1472033652244127 3.912635079585014 3.1555814989842474 2.8030646205879748 5.8445431962609291 5.5171226547099641 11.08834412973374 2.6370471492409697 4.5967994728125632 3.6174159293295798 4.5676110088825208 5.7110459730029106 5.2254528962075693 4.5997276897542179 2.6468392852693823 4.2925648111850014 5.2636227882467201 5.2363486660178733 4.0366708431392908 2.0138464946066961 3.9172806013375521 46.280609375331551 2.4933266974985608 2.5845183432102203 5.0869588339701286 2.8814599732868373 2.3632856677286274 3.8571564713492998 2.9662247505038977 2.0215321173891425 2.2844858830794692 2.5333163365721694 2.4069999989587814 4.4327903250232339 7.3393480703234673 2.8191618341952553 3.6924466975033283 2.5337040598969907 3.1910986695438615 4.0134423207491636 2.9837765153497449 3.1652779453434077 6.8835883326828462 2.846864796243608 11.16801720345393 2.9432095247320822 3.0149386411067098 56.217483587097377 9.6376566076651198 24.477977687958628 4.266908908262848 266.97648244188167 3.7636070875450969
leaf_count=75 27 42 44 34 35 32 32 49 41 46 61 53 38 51 46 70 16 42 53 34 33 57 53 28 58 58 51 39 42 45 511 44 25 57 36 38 58 36 28 32 20 21 48 134 33 31 42 43 37 39 37 79 23 115 43 36 651 90 249 39 3420 36
internal_value=0 0.000904566 -0.000250995 0.00994413 0.0152348 0.000113439 -0.004168 0.00130548 0.00528733 0.00950392 0.00617191 0 -0.00880074 0.0126183 -0.00677547 -0.0100248 -0.000450959 0.00616296 -0.00183095 -0.000769657 -0.00935356 0.00107944 0.011045 -0.00170529 -0.00992061 0.00348676 -0.000797666 -0.00809273 -0.00107905 0.00855548 -7.77893e-05 0.00447069 -0.0111955 -0.000297288 -0.00989093 0.00994814 0.0124855 0.00600547 0.016128 0.00649429 -0.000114185 -0.00397741 -0.0174318 -0.00886119 -0.000205796 -0.00769598 0.00157168 -8.12193e-05 0.0065495 -0.000205046 -0.00130216 -7.8489e-05 0.0134608 -0.00829217 -0.00472735 0.00733005 -0.00110496 0.00164753 -0.00374869 -0.00979969 0.000458495 0.0110367
internal_weight=637.056 138.134 498.921 10.3199 7.03427 127.815 26.6312 101.183 31.8939 22.3599 19.2127 9.87128 6.7157 9.34142 22.114 16.5969 69.2895 11.0912 58.1983 55.5612 10.2787 45.2826 10.231 35.0516 13.9508 21.1008 15.8371 9.27302 5.63126 6.56412 489.964 21.1193 5.13327 468.844 7.96842 15.986 13.4927 9.63553 6.6693 4.64777 460.876 9.53404 9.65824 8.95765 458.343 6.51161 4.9407 451.831 7.20454 444.626 170.903 146.344 9.73045 24.5584 21.3931 5.95815 136.614 65.8551 70.7586 15.4349 273.724 6.74738
internal_count=7516 1377 6139 96 69 1281 190 1091 385 281 235 152 99 83 158 112 706 91 615 599 67 532 148 384 163 221 163 90 95 73 5961 336 100 5625 93 236 192 134 98 70 5532 104 105 178 5512 64 63 5448 80 5368 1873 1603 102 270 233 79 1501 741 760 154 3495 75
is_linear=0
shrinkage=0.03


Tree=298
num_leaves=63
num_cat=0
split_feature=28 1 11 11 38 26 11 14 14 42 1 14 11 3 11 11 43 50 42 12 4 4 1 50 24 43 50 42 4 4 50 0 14 26 14 3 17 1 42 1 12 42 14 11 50 14 3 3 3 11 11 1 14 3 36 1 11 43 3 27 3 14
split_gain=0.153734 0.978104 0.735396 2.11511 0.89408 2.84955 1.32628 0.88424 1.06924 0.991105 2.63752 0.89558 0.83724 2.48426 2.10725 1.88112 1.13683 0.924119 0.946101 0.819792 0.72285 0.716176 0.681882 1.56719 0.622358 1.48978 1.45274 1.22641 1.06562 0.929012 0.65966 0.486653 1.93404 1.07132 0.808523 0.829158 0.567573 1.02334 2.19709 0.720816 0.504456 0.455362 0.432642 0.39949 1.30622 2.22349 2.04174 0.81095 0.649086 0.591542 1.60939 1.64543 1.4164 1.31623 1.26462 1.9592 1.1009 2.10101 1.08502 1.05796 1.01172 0.907528
threshold=1.0000000180025095e-35 3.5005956336034312 0.93860674117103537 0.93349589109791131 1.0000000180025095e-35 10.500000000000002 0.89078444745859808 0.62152509652509658 0.67033365570599623 4.6641525978018654 4.9210538951294289 0.67879188712522065 0.78375227197041186 0.14267985856113155 0.87795077387660703 0.7341930616099307 0.17500000000000002 2.9242685963818378 4.6186198135562337 0.32500000000000012 0.82500000000000007 0.34428879310344834 3.388574463632382 2.9242685963818378 1.0000000180025095e-35 -0.17499999999999999 2.7815080780430619 3.5538288087861587 0.26006441223832533 0.37245222489560004 3.0678793895128593 20.500000000000004 0.7025418275418277 10.500000000000002 0.75694980694980707 0.14267985856113155 1.5000000000000002 3.9153115322251026 3.821439344671016 3.7442656022803047 0.65000000000000013 3.9211588503047188 0.69931506849315073 0.93936166279661715 3.1307312134163801 0.63069358178053847 0.5375000000000002 0.58750000000000002 0.61250000000000016 0.91667064739399207 0.90888869428251373 3.637649039618045 0.65604707792207806 0.46250000000000008 1.0000000180025095e-35 3.6753934147262184 0.9060868288067645 -0.074999999999999969 0.56250000000000011 1.0000000180025095e-35 0.46250000000000008 0.64346246973365628
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 22 3 4 7 6 21 9 12 19 -11 -10 13 17 -14 -15 -16 -9 -19 -3 31 -6 -2 -24 27 28 -27 -13 -26 -30 41 32 33 -1 40 -36 -34 38 39 -38 43 -29 -22 47 -45 -46 -47 49 -49 50 56 -52 61 -54 -51 -56 58 -58 -33 60 -57 -53
right_child=1 2 -4 -5 5 -7 -8 8 11 10 -12 24 14 15 16 -17 -18 18 -20 -21 42 -23 23 -25 25 26 -28 30 29 -31 -32 34 36 -35 35 -37 37 -39 -40 -41 -42 -43 -44 44 45 46 -48 48 -50 54 51 52 53 -55 55 59 57 -59 -60 -61 -62 -63
leaf_value=0.00081744480652735062 0 0.011021865068433291 0.0096011217542393695 -0.022725175220614652 -0.013826521976896749 0.02435713088065029 0.014188802628886813 -0.016063771739770815 0.015574682701351638 0.041249715925066995 0 -0.010941718315081552 -0.02810378295159156 0 -0.011576550369760755 0.027838783057457302 0.003103016189143235 0.009376744355011039 -0.013606202073426547 -0.0052301550809204563 0.0024153552593042466 0.0010450152924519466 0.00018194417238461685 0.029943610662612377 0.015084672159712339 -0.027933430173080118 -0.0011547175591224642 0.02611651804978201 -0.014668024417656439 0.0040373911467372807 0 -0.00018722774720149877 -0.0014226205586196242 -0.024128398380183963 -0.00094796059131172319 -0.022203364660106271 0.0057883448089745167 0.02528686587036438 -0.014092395187684185 0.028740561212433853 0.012705752340887645 0.0047075608566542332 -0.01187093959295118 -0.0081753180125085853 0.021824906616848969 0.0064230577759560262 -0.022224356161691911 0.015463214518467182 0 0.0057752619114129307 -0.028293645771560141 -0.0042056223329094908 0.021083099623375356 -0.0052776447127017376 0.023055207006262023 -0.022093930622491403 0.023901101180921643 -0.0013760253716743802 -0.017198422563605837 0.0059643186907742032 -0.0037930133514649839 -0.02140698136134183
leaf_weight=2.5492298640310791 3.2855771454051119 3.9906578250229385 6.8033123314380637 3.5043978616595259 5.5483913067728299 5.366305931005626 3.4850583018269381 7.4452886646613496 3.4433708512224248 1.9930635564960528 3.6554656552616507 2.5534323463216415 4.3145559187978533 5.1250969092361611 9.4129907339811343 3.4222304201684892 8.3109224215149862 3.5745056476444006 2.6068234331905842 8.1615076218731684 1.6194315818138401 4.4876736071892083 3.8332689926028252 3.1581546030938625 4.2057817792519918 3.318444265052678 4.8797063981182873 2.8382085501216334 3.4842942832037789 5.9285105336457491 3.1753964002709836 320.15208867774345 2.4921525381505534 2.5412616739049554 5.0853343643248072 2.8487161914817989 4.2455502548254973 3.8680612132884571 2.9533935184590518 2.4445651639252901 2.5330025404691687 2.5834783492609859 7.296762365847826 20.257854000199586 4.0572647452354422 5.3685966823250038 3.3776042768731713 5.2617365601472539 3.2761167911812663 39.026099142502062 3.0548737207427648 11.158706243149938 2.9603783986531189 3.0084427751135081 1.9201969751156891 4.8768271885346648 4.7397467521950603 6.3253541500307602 3.2264928380027404 3.5989877826068541 8.3219153126701695 4.2469261526130131
leaf_count=75 27 33 53 20 48 57 33 75 45 33 81 17 37 63 61 39 64 43 30 66 44 59 34 35 33 30 53 27 32 64 41 3829 44 25 57 36 66 58 36 32 20 44 134 208 51 66 36 58 38 546 36 115 43 36 22 88 50 62 30 51 108 39
internal_value=0 0.000885721 0.000114435 -0.000385179 0.000268659 0.00624936 -0.000750303 -0.000828541 -0.00221823 0.00508706 0.0152369 0.00145732 -0.00537323 -0.000933499 -0.00952187 0.0112862 -0.00440059 -0.00908464 0 0 -0.000245318 -0.00669999 0.00970578 0.014919 0 -0.00304251 -0.0131157 0.00560286 0.00268925 -0.00242366 0.0113359 -7.71232e-05 0.00434125 -0.0109432 -0.000290546 -0.00967563 0.0096483 0.0121188 0.00582107 0.0156367 -0.000111791 0.0175127 -0.00862191 -0.000201247 -0.00336961 0.00378144 -0.00421883 3.24968e-05 0.00908869 -0.000142972 -0.000610414 -0.00801323 -0.00460119 0.00708361 0.00265066 -0.00353902 -4.72823e-05 0.00915095 -0.000386024 -0.00716757 -0.0112317 -0.00954564
internal_weight=636.59 137.896 127.619 120.816 117.311 18.8874 13.5211 98.4237 80.623 17.8007 5.64853 36.4106 44.2124 22.1739 22.0385 8.54733 17.7239 13.6266 6.18133 12.1522 498.694 10.0361 10.277 6.99142 32.9673 21.8167 8.19815 11.1505 13.6186 9.4128 8.59708 489.777 21.0942 5.09049 468.683 7.93405 16.0037 13.5116 9.64351 6.69012 460.749 5.42169 8.91619 458.216 33.0613 12.8035 8.7462 425.155 8.53785 416.617 358.873 24.4293 21.3745 5.96882 57.744 18.7179 334.444 11.0651 323.379 16.7977 13.1987 15.4056
internal_count=7516 1377 1281 1228 1208 197 140 1011 798 213 114 386 412 250 162 102 125 148 73 99 6139 107 96 69 341 212 83 129 129 96 112 5961 336 100 5625 93 236 192 134 98 5532 71 178 5512 361 153 102 5151 96 5055 4240 269 233 79 815 269 3971 112 3859 247 196 154
is_linear=0
shrinkage=0.03


Tree=299
num_leaves=63
num_cat=0
split_feature=26 17 11 0 32 17 1 14 42 1 33 5 12 43 14 14 11 14 11 50 50 14 11 58 50 42 1 50 1 14 1 43 11 40 1 4 11 43 13 4 14 42 1 1 24 11 4 53 14 14 14 14 11 12 4 50 11 14 12 55 43 14
split_gain=0.149078 0.556479 1.21551 1.17988 0.984043 1.10274 0.897246 0.630951 0.56928 1.40297 0.814946 0.78526 0.709977 0.952709 0.837801 1.82731 1.71625 1.7438 1.67385 1.12422 0.937898 1.41049 1.37346 1.58081 1.27884 1.56017 1.30255 1.18469 1.90494 0.933015 1.56836 0.871649 0.826983 0.806777 1.37213 1.44612 1.32263 0.698127 0.98091 0.798932 0.734671 0.634593 0.608913 0.575786 0.566533 0.566384 0.774953 0.520206 0.874726 1.14825 0.511283 0.446405 0.405249 0.814916 0.631573 0.882259 0.582173 0.925369 0.393835 1.19212 1.21394 1.47002
threshold=8.5000000000000018 1.5000000000000002 0.87795077387660703 29.500000000000004 0.17500000000000002 1.0000000180025095e-35 3.5876490396180452 0.59594926350245514 4.6335050209865809 4.7037836835244127 1.0000000180025095e-35 0.01941930618401207 0.12500000000000003 -0.074999999999999969 0.69416099773242645 0.66899038461538474 0.90417064739399211 0.68011627906976757 0.90653824572156128 3.4150731631156739 3.7827539512008141 0.62152509652509658 0.91475446598121968 1.0000000180025095e-35 3.1307312134163801 3.5836479651132866 3.5845066141412256 3.2806961417784364 3.769702276078295 0.59594926350245514 3.6942656022803053 1.0000000180025095e-35 0.93349589109791131 1.0000000180025095e-35 4.420773815517415 0.3246621621621622 0.69162459331384041 0.25000000000000006 1.0000000180025095e-35 0.38834281636418455 0.63859338061465731 3.5720508338618551 5.0584136705686493 3.7166825895759685 1.0000000180025095e-35 0.88823551701593073 0.63981481481481495 1.0000000180025095e-35 0.67278338945005622 0.68405928614640066 0.66767068273092378 0.71073190789473695 0.6207242242090244 0.32500000000000012 0.82500000000000007 2.8153069638604364 0.6311477619462813 0.7025418275418277 0.22500000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.62981481481481494
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -5 10 -10 12 -11 13 -3 15 20 17 -17 33 -19 21 27 24 -24 25 -23 -26 28 31 43 -31 -14 -25 36 45 -36 -16 39 -39 40 -13 -12 -41 -29 -9 46 -35 52 -49 -50 -40 -51 53 -2 55 -55 57 -54 59 60 61 -58
right_child=47 8 4 7 -6 -7 -8 44 9 11 41 37 14 -15 18 16 -18 19 -20 -21 -22 22 23 32 26 -27 -28 29 -30 30 -32 -33 -34 34 35 -37 -38 38 50 42 -42 -43 -44 -45 -46 -47 -48 48 49 51 -52 -53 56 54 -56 -57 58 -59 -60 -61 -62 -63
leaf_value=-0.00333252936806474 -0.02238415018767443 0.0056810508547764536 -0.011526390747837746 0 0.0096697958264307295 -0.016519023942522124 0.0086295504367051336 0.011144614358639516 -0.017548902683235567 -0.013667597522323893 -0.016376272385141302 0.014092215729270018 0.0034478438923242621 -0.011738404892957018 0.0064545476192133921 0.039528512503049749 0 0.022366615093077878 -0.016261310493960016 -0.0038419567948289606 -0.0088607769263056961 0.017337695893580179 0.031816488295160122 0.018196315390804629 -0.023129186596480996 -0.00058449297661807877 0.0011907756667142578 0.0022677589083423314 -0.019959320511177516 0.00012173231654485967 0.021461665424603576 -0.010375523054401042 -0.0026750839770703903 -0.014892752779688361 9.6457249350165788e-05 0.029408830017477638 -0.017072557495779773 -0.021733609847338974 0.011995076833104799 0.02306040291744858 -0.0091839350891562734 0 0 -0.012427962364699915 0.030128274869311703 0.0087815282584766813 0.005224144787302645 -0.014352257986255999 0.017616517421949029 -0.017991138806191097 -0.005550587209187322 0 -0.0024782380264143154 0.0039582625410352814 0.0071780524939545369 -0.01538054498991165 0.013267954243859509 0.02057659655642648 -0.00040230231752722267 0.020771464368577665 0.011720144094043013 -0.0053757353626064739
leaf_weight=3.606006198562679 1.9541022963821859 3.6717165224254131 2.8653404545038939 2.4617871409282097 5.1263311260845503 4.8898887074319655 5.2233990191016346 6.5219067870639247 5.3387057301588383 3.1578718647360828 4.0658176597207767 1.6893921580631301 13.623903134837752 7.8643084801733476 3.3518969342112586 3.1411385820247215 5.7112589273601762 2.5349515336565673 6.0501826256513587 2.4174487900454551 6.7236627624370149 7.9303038651123705 3.7675969079136831 2.5368884978815913 2.583355291746555 8.105368519201873 5.4374037147499621 5.5381922982633132 5.8653341718018046 8.3312042541801912 5.3597547276876858 5.5797622352838507 3.4383695013821125 4.2028478523716313 3.5152685781940827 3.1816981062293053 4.4957138486206532 1.9291776919271786 2.4303705431520939 3.2588514140807092 3.1907139392569661 5.0023082164116204 1.3906309778103603 3.4554917253553867 3.0328621044754982 2.440537991002202 2.1379366044420749 6.0554111339151842 2.2729338305070996 1.8770536798983815 2.8755266182124615 1.7732142843306062 2.2351617640815666 3.0317547935992479 4.0615717470645905 4.5238913022913039 4.331398488488051 2.9629673627205193 358.56451935030054 2.9029515287838867 7.3221289045177391 21.190535100642592
leaf_count=55 55 35 27 26 45 51 62 97 69 27 30 49 134 67 57 38 51 35 58 26 67 75 36 29 21 104 67 47 51 71 60 40 37 42 30 46 37 32 52 71 37 65 84 26 48 18 52 110 34 32 26 34 29 42 58 57 68 43 4122 43 99 280
internal_value=0 0.000651625 0.00417201 0.0102798 -0.000825256 -0.00550974 0.000659833 0.0148435 0 -0.00417364 0.00067237 -0.000152462 0.00126572 -0.00568052 0.00192856 0.0032376 0.0133649 0.0220878 -0.0024086 0.00875621 0.00155944 0.00251151 0.00719856 0.0167259 0.00298653 0.00801361 -0.00628456 -0.000696979 -0.00527782 0.00410505 0.00909657 -0.000324959 0.00551691 0.00103713 0.00520728 0.0153415 -0.00636735 0.00217075 -0.00427624 0.00766942 0 -0.00786207 0.0163182 -0.00287344 0.0182796 -0.00202296 -0.00724023 -0.000323376 -0.00644485 0.000863922 0.00154026 -0.00838241 -0.000128314 -0.00519136 -0.00146177 -0.00694512 3.11782e-05 0.00982714 -8.76679e-05 0.00288608 0.00100753 -0.00189984
internal_weight=636.11 211.05 33.7275 15.6226 18.105 12.9786 8.08874 12.0166 177.323 25.2612 152.062 19.9225 142.993 11.536 131.457 102.081 13.8048 8.09354 29.3761 4.9524 88.2766 81.5529 33.7993 9.74285 24.0564 16.0357 8.02076 47.7536 25.069 22.6846 13.691 19.2037 5.97526 23.3259 15.4783 6.69697 7.84761 16.7647 7.23507 9.52959 4.88011 9.06813 4.64948 8.99368 9.55477 8.78132 6.34078 425.06 11.9786 5.9232 5.3059 3.65027 413.081 13.5713 11.6172 7.55565 399.51 5.19813 394.312 35.747 32.8441 25.5219
internal_count=7516 2410 411 226 185 140 89 171 1999 447 1552 378 1457 102 1355 1015 150 99 340 61 865 798 369 102 267 179 88 429 225 204 131 174 66 282 188 76 94 351 110 241 86 95 155 73 145 112 94 5106 210 100 78 66 4896 212 157 99 4684 72 4612 490 447 348
is_linear=0
shrinkage=0.03


end of trees

feature_importances:
Column_1=1533
Column_14=1512
Column_42=1424
Column_26=1269
Column_3=1184
Column_11=1167
Column_50=995
Column_31=897
Column_32=865
Column_4=789
Column_0=648
Column_43=644
Column_21=544
Column_5=509
Column_13=410
Column_12=337
Column_49=308
Column_9=281
Column_45=269
Column_34=228
Column_58=220
Column_27=210
Column_28=200
Column_47=173
Column_36=157
Column_25=145
Column_53=127
Column_40=108
Column_29=107
Column_48=104
Column_17=102
Column_24=102
Column_35=97
Column_2=73
Column_37=69
Column_54=60
Column_46=51
Column_41=49
Column_15=25
Column_38=22
Column_56=16
Column_59=15
Column_30=12
Column_39=12
Column_33=10
Column_55=9
Column_57=9
Column_19=5
Column_23=4
Column_6=1
Column_60=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 300]
[learning_rate: 0.03]
[num_leaves: 63]
[num_threads: 12]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 12]
[min_data_in_leaf: 30]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.7]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.7]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0.2]
[lambda_l2: 0.2]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 0.51981]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null
