tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=43 objective=regression feature_names=date visitNumber totals_visits totals_hits totals_pageviews totals_newVisits channelGrouping_Direct channelGrouping_Organic_Search channelGrouping_Paid_Search channelGrouping_Referral channelGrouping_Social device_browser_Android_Webview device_browser_Chrome device_browser_Firefox device_browser_Internet_Explorer device_browser_Safari device_operatingSystem_Android device_operatingSystem_Chrome_OS device_operatingSystem_Linux device_operatingSystem_Macintosh device_operatingSystem_Windows device_operatingSystem_iOS device_deviceCategory_desktop device_deviceCategory_mobile device_deviceCategory_tablet geoNetwork_subContinent_Eastern_Asia geoNetwork_subContinent_Eastern_Europe geoNetwork_subContinent_Northern_America geoNetwork_subContinent_Northern_Europe geoNetwork_subContinent_South_America geoNetwork_subContinent_Southeast_Asia geoNetwork_subContinent_Southern_Asia geoNetwork_subContinent_Southern_Europe geoNetwork_subContinent_Western_Asia geoNetwork_subContinent_Western_Europe trafficSource_source_(direct) trafficSource_source_google trafficSource_source_mall.googleplex.com trafficSource_source_youtube.com trafficSource_medium_(none) trafficSource_medium_affiliate trafficSource_medium_cpc trafficSource_medium_organic trafficSource_medium_referral feature_infos=[1470009600:1501545600] [1:376] none [1:500] [0:343] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] tree_sizes=3002 2886 2858 2872 3010 3084 2873 2898 2908 2882 2965 2878 2895 3062 2952 2889 2990 3164 2978 2998 2933 2990 2857 2903 3190 2994 3008 2932 3214 2866 2998 2920 2863 2896 2940 2918 2967 2913 3215 2883 2931 2935 2914 3042 3031 2965 3012 3021 2934 2990 2908 2843 2861 2944 2909 2904 3042 2970 2898 2850 2869 2879 2880 2851 2964 3219 2921 2988 2934 2908 2850 2896 2876 2931 2973 2896 2893 2913 3056 2942 3007 3085 2978 2940 2984 2889 2916 2905 2900 2962 2924 2942 2977 2895 2879 2903 2870 2910 2914 2908 2925 3165 2880 2930 2886 2880 2904 2891 2974 2880 3186 2875 2874 2892 2882 2860 2905 3226 2891 2938 2918 2904 2912 3020 2982 2919 2983 2887 3001 2993 2942 2900 2895 2963 2888 2886 2930 2998 3024 3034 2938 3214 2901 2919 2994 2919 2889 2966 2916 2893 2901 2899 3007 2980 2936 2904 2861 2977 2881 2909 2920 2903 2933 2919 3037 2973 2973 3023 2909 2984 3205 2947 2930 2930 2859 2932 2931 2901 2939 2988 2889 2890 2919 3028 2945 2864 2875 2876 2967 2949 2885 2988 2939 2903 2938 2957 2923 2929 2877 2922 2926 2994 2932 2960 2881 2919 3218 2962 3009 2934 3164 2917 2919 2894 2874 2938 2929 2929 3075 2947 2927 3024 2982 2928 2893 2947 2920 2921 2906 2919 2962 2898 2956 2947 2903 2909 2997 3229 2921 2891 2899 2914 2965 2922 2878 2933 2917 2972 2941 3047 3037 3011 3166 2994 2915 3010 2892 2957 3209 2933 2865 2879 2906 2975 2911 3022 2897 2932 2987 2923 2964 3038 2925 2947 2953 2894 2989 2958 2946 2894 3036 2888 Tree=0 num_leaves=30 num_cat=0 split_feature=1 22 42 33 12 40 6 29 26 32 28 12 22 1 1 28 33 17 26 28 29 32 42 0 0 32 1 1 17 split_gain=115.789 40.5271 16.6846 10.4796 10.1644 7.92143 8.06924 5.57191 5.74475 5.51463 5.24647 3.47172 3.40848 3.22574 4.57049 3.00679 2.89251 2.50601 2.36756 2.70747 2.321 2.65067 2.36266 3.00915 2.14118 2.01008 1.70259 2.47787 1.63612 threshold=1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1480852800.0000002 1480593600.0000002 1.0000000180025095e-35 5.5000000000000009 38.500000000000007 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 left_child=11 -2 3 4 -3 6 7 8 9 10 13 -1 -13 14 24 25 18 -8 19 20 21 22 23 28 -6 -4 -19 -28 -14 right_child=1 2 15 -5 5 -7 17 -9 -10 -11 -12 12 16 -15 -16 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=0.011688669645751838 0.012289238961441152 0.012858935316864932 0.014658190292273474 0.011929466772728379 0.016320192134467525 0.011604729769655854 0.015226766673283544 0.011693733212446589 0.011629964433700082 0.011571385706492097 0.012176430742528168 0.011676736971188956 0.012459734805490503 0.015407142310750303 0.019656205622435703 0.011563936584005665 0.011488009337964658 0.016872423288306994 0.011422037913577933 0.011431520156578305 0.01156586055213985 0.011422652356432545 0.012410521791851658 0.013529579116224707 0.018499297873015619 0.011403035538298719 0.026412782113013761 0.011403035538298719 0.015376878592947889 leaf_weight=199556 44685 5907 43746 4559 7484 2479 17496 1376 1322 1188 1293 99013 58484 2922 27444 3729 35305 1225 21050 21064 19653 15293 96577 66728 11344 1983 513 140 1988 leaf_count=199556 44685 5907 43746 4559 7484 2479 17496 1376 1322 1188 1293 99013 58484 2922 27444 3729 35305 1225 21050 21064 19653 15293 96577 66728 11344 1983 513 140 1988 internal_value=0.01267 0.0149024 0.01576 0.0165961 0.0168552 0.0171648 0.0173518 0.0179762 0.0181393 0.0183058 0.0184643 0.012034 0.0121924 0.0186295 0.018833 0.0142944 0.0123443 0.0155994 0.0124448 0.0125217 0.0126105 0.0126964 0.0127834 0.0130666 0.0176331 0.014517 0.0190708 0.0231948 0.0125556 internal_weight=0 180835 136150 86692 82133 76226 73747 54373 52997 51675 50487 634711 435155 49194 46272 49458 336142 19374 300837 279787 258723 239070 223777 127200 18828 45729 1878 653 60472 internal_count=815546 180835 136150 86692 82133 76226 73747 54373 52997 51675 50487 634711 435155 49194 46272 49458 336142 19374 300837 279787 258723 239070 223777 127200 18828 45729 1878 653 60472 is_linear=0 shrinkage=1 Tree=1 num_leaves=30 num_cat=0 split_feature=4 37 4 5 4 5 4 4 37 0 0 25 22 4 5 0 0 0 5 4 22 6 25 5 22 5 4 5 4 split_gain=1580.04 331.827 116.23 105.408 71.0983 65.8476 46.0615 39.7887 31.3611 23.9032 22.6923 15.2756 15.1276 15.0746 13.5846 10.1668 10.0393 9.9652 8.30756 7.78009 7.2541 6.49964 6.32427 6.08239 5.75901 5.74748 5.45981 5.52494 4.99131 threshold=15.500000000000002 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 30.500000000000004 23.500000000000004 1.0000000180025095e-35 1477224000.0000002 1480852800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 34.500000000000007 1.0000000180025095e-35 1487246400.0000002 1477569600.0000002 1490011200.0000002 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 35.500000000000007 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 left_child=2 3 26 7 9 8 19 15 -4 23 13 12 -9 25 -11 -2 -14 -10 -12 -5 -8 -18 24 -3 -17 -6 -1 -28 -22 right_child=1 4 5 6 10 -7 20 11 17 14 18 -13 16 -15 -16 22 21 -19 -20 -21 28 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=-0.0012402617593707437 0.01266781613567328 0.021645989315249296 0.0082645997457380382 0.0061738560854362121 0.035964929615241677 0.0020100944391246065 0.012441270280798396 0.019104013335531165 0.016580588022696626 0.037688252334100003 0.054895974380704732 0.0046697148089215419 0.026956005400572799 0.046449207924879804 0.023443923135333208 0.013710835321570736 0.034586540923266289 0.028856956610356328 0.043689471321121165 0.011216056138357584 0.016284701253714989 0.046260330054757513 0.00085157308375506896 0.0076482384978609295 0.027231201196277362 0.022581749713515648 0.002970320833599673 -0.00064094547897120316 0.024939026434891199 leaf_weight=729530 2573 695 6247 9842 741 19671 1014 841 1922 1678 1738 228 1310 1007 1114 415 1693 1008 1068 4441 976 664 127 561 1308 566 5989 14478 2101 leaf_count=729530 2573 695 6247 9842 741 19671 1014 841 1922 1678 1738 228 1310 1007 1114 415 1693 1008 1068 4441 976 664 127 561 1308 566 5989 14478 2101 internal_value=0 0.0202766 -0.000955483 0.0147897 0.0367547 0.00527334 0.0104212 0.0235535 0.0122681 0.0268508 0.044585 0.029923 0.0312002 0.0372539 0.0320048 0.0167332 0.0339744 0.020804 0.0506306 0.00774162 0.0197766 0.0378752 0.0223873 0.0153938 0.0239747 0.0301693 -0.00119507 0.000415774 0.0221939 internal_weight=0 36701 778845 27533 9168 28848 18374 9159 9177 4048 5120 4736 4508 2314 2792 4423 3667 2930 2806 14283 4091 2357 1850 1256 1723 1307 749997 20467 3077 internal_count=815546 36701 778845 27533 9168 28848 18374 9159 9177 4048 5120 4736 4508 2314 2792 4423 3667 2930 2806 14283 4091 2357 1850 1256 1723 1307 749997 20467 3077 is_linear=0 shrinkage=0.1 Tree=2 num_leaves=30 num_cat=0 split_feature=4 27 4 4 1 1 9 27 9 36 3 4 1 9 3 1 22 27 4 3 3 36 4 36 4 4 22 20 3 split_gain=1279.83 376.07 145.204 94.1464 85.7435 53.3366 49.2248 32.6347 20.5264 19.038 17.1991 19.6168 17.1557 10.649 10.2013 9.57423 9.62539 9.36868 9.3019 17.603 9.72684 9.13926 9.00782 8.77423 8.01137 6.46086 6.29054 9.28052 6.24915 threshold=15.500000000000002 1.0000000180025095e-35 28.500000000000004 10.500000000000002 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 14.500000000000002 38.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 24.500000000000004 30.500000000000004 1.0000000180025095e-35 80.500000000000014 1.0000000180025095e-35 21.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 37.500000000000007 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 left_child=3 22 4 -1 9 17 12 -7 26 24 11 14 -4 -13 -9 16 -14 -5 19 -10 -20 -19 -2 -8 -3 -22 -6 -28 -26 right_child=1 2 6 5 8 7 23 10 18 -11 -12 13 15 -15 -16 -17 -18 21 20 -21 25 -23 -24 -25 28 -27 27 -29 -30 leaf_value=-0.0010755625428744405 0.00014415172164831424 0.015187686981279961 0.024058324401762868 -0.0011602724099253412 0.01512268710611408 -0.00065634909365867345 0.045512563754656753 0.015481468116641606 0.034284503452180003 0.009989688655098139 0.0045792912572178227 0.017678289750289924 0.022804071574981485 0.030825294857618937 0.003674620910878681 0.0067917022527309891 0.039428596443854852 0.0068358031477476853 0.046449534864413569 0.013300382441643119 0.014952909946441651 0.0013224160234925539 0.026362528658955171 0.023745886914356411 0.026781633044675696 0.035617926178707016 0.028524104690221111 0.01748185271763 0.008984231028818724 leaf_weight=749997 8898 2641 3239 6899 938 1893 3090 2122 1317 6711 1510 1479 424 1056 1117 114 1950 4843 764 574 195 7929 133 197 1352 675 2046 1212 231 leaf_count=749997 8898 2641 3239 6899 938 1893 3090 2122 1317 6711 1510 1479 424 1056 1117 114 1950 4843 764 574 195 7929 133 197 1352 675 2046 1212 231 internal_value=0 0.018249 0.0240321 -0.000859935 0.0189966 0.004746 0.0344537 0.0110413 0.0270646 0.0133 0.0140814 0.0165663 0.0288552 0.0231549 0.0114098 0.0351001 0.0364594 0.00180909 0.0326901 0.0279149 0.0382163 0.00341303 0.000530271 0.044208 0.0185594 0.0309861 0.0223388 0.0244163 0.0241845 internal_weight=0 36701 27670 778845 18656 28848 9014 9177 7721 10935 7284 5774 5727 2535 3239 2488 2374 19671 3525 1891 1634 12772 9031 3287 4224 870 4196 3258 1583 internal_count=815546 36701 27670 778845 18656 28848 9014 9177 7721 10935 7284 5774 5727 2535 3239 2488 2374 19671 3525 1891 1634 12772 9031 3287 4224 870 4196 3258 1583 is_linear=0 shrinkage=0.1 Tree=3 num_leaves=30 num_cat=0 split_feature=4 9 4 1 1 4 4 4 9 1 19 3 4 1 19 3 1 4 19 25 19 17 3 19 3 1 7 3 4 split_gain=1036.74 166.043 100.72 65.0572 49.3422 42.5609 27.5448 22.8657 20.4893 16.4504 15.2924 11.5362 10.9967 10.6347 9.78052 8.90122 8.3141 8.13312 8.11711 7.69186 7.59769 7.66644 6.85626 6.64268 5.90255 5.42407 5.4233 5.15125 9.5231 threshold=16.500000000000004 1.0000000180025095e-35 11.500000000000002 1.5000000000000002 1.5000000000000002 25.500000000000004 30.500000000000004 28.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 16.500000000000004 6.5000000000000009 1.0000000180025095e-35 31.500000000000004 20.500000000000004 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 left_child=2 3 12 6 -4 9 18 14 22 -3 -7 17 -1 -14 -5 26 -12 24 -2 20 21 -9 -6 -8 -10 -23 -15 28 -11 right_child=1 5 4 7 8 10 23 19 11 27 16 -13 13 15 -16 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.00099565329959259963 0.005213251387841419 0.015394744406408083 0.0024482667772104984 0.012651522364557251 0.010117554958332881 0.027228376197612116 0.013852124153866857 0.021543505534771377 0.021887039382202534 0.024166759548571289 0.03307693630511007 0.0052393323496949902 -6.0536755386744052e-05 0.011858932409052165 0.022112145899775653 -0.00015421799739064116 0.043831070708301001 0.030658459497852959 0.011118017333343869 0.0042615098327818055 0.035011644026466698 0.029259949268911175 0.0013834074832340506 0.022953668493263451 0.0097529306353849321 0.05670704556353115 0.0035043257540656753 0.017145018313457754 0.037382171267730212 leaf_weight=740855 8720 2077 16614 3109 3823 1462 2849 1603 1204 1490 1171 540 11851 1963 1685 1839 1862 683 3176 142 1032 216 1175 1116 601 108 1286 434 860 leaf_count=740855 8720 2077 16614 3109 3823 1462 2849 1603 1204 1490 1171 540 11851 1963 1685 1839 1862 683 3176 142 1032 216 1175 1116 601 108 1286 434 860 internal_value=0 0.0173317 -0.000733464 0.0128877 0.00555856 0.0286156 0.0091956 0.0203051 0.0119969 0.0221298 0.0356295 0.0184883 -0.000938052 0.00158124 0.0159768 0.00540528 0.039679 0.0213638 0.00678971 0.0269964 0.0280875 0.0243792 0.00806421 0.0164139 0.0178468 0.038409 0.00855206 0.0271545 0.029003 internal_weight=0 33112 782434 23756 24640 9356 15861 7895 8026 4861 4495 3028 757794 16939 4794 5088 3033 2488 11896 3101 2959 1927 4998 3965 1805 324 3249 2784 2350 internal_count=815546 33112 782434 23756 24640 9356 15861 7895 8026 4861 4495 3028 757794 16939 4794 5088 3033 2488 11896 3101 2959 1927 4998 3965 1805 324 3249 2784 2350 is_linear=0 shrinkage=0.1 Tree=4 num_leaves=30 num_cat=0 split_feature=37 27 1 1 23 18 27 27 9 0 23 10 0 17 18 1 1 0 1 10 1 0 0 0 1 6 1 18 0 split_gain=130.053 32.8377 15.0853 12.7323 7.40108 4.80962 4.87899 3.0101 2.4748 2.42115 2.17581 2.21575 1.92859 2.31189 1.64263 1.60664 1.43036 1.1956 1.10631 1.09915 1.03932 0.965139 0.937587 1.30139 1.06197 0.931131 0.834875 0.719464 0.631712 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1488974400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1488801600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 30.500000000000004 1494590400.0000002 2.5000000000000004 1.0000000180025095e-35 38.500000000000007 1476532800.0000002 1470312000.0000002 1475496000.0000002 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1493294400.0000002 decision_type=2 2 2 2 2 2 2 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 7 10 8 6 -4 -2 12 15 11 25 16 -14 21 22 19 -11 -15 -5 26 -9 -8 24 -24 -3 -20 28 -27 right_child=2 3 5 4 -6 -7 9 14 -10 17 -12 -13 13 18 -16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 leaf_value=-0.00088545771345955335 -0.00076625672811634043 0.00025347376547404005 0.00074081411449015554 0.002156717626840264 3.1638465203009148e-05 0.0030104578027926113 0.0010806308869082291 0.0021819301691759657 0.00020681409419679044 0.0093147045032833629 -0.00041870582455770506 -0.00077807600686701092 0.0027859626829298471 0.0033946617637827465 0.0014364229962081755 0.0031417995215640908 -0.00056751686396316241 0.0070723182571439287 0.0079140129083651346 -0.00056983160696976506 -0.00022901137768525944 0.0038443974287839066 0.005941202397501396 0.0058911038708854427 0.0093800151783455989 0.00078743589517746033 0.01465104588882086 -0.0002023425451664132 0.0018653197877906789 leaf_weight=459114 2258 92545 1436 30833 24571 4854 333 4540 6267 3939 67768 17718 18300 560 5035 1770 2276 5999 529 1553 107 15129 1468 10874 2313 20522 282 5256 7397 leaf_count=459114 2258 92545 1436 30833 24571 4854 333 4540 6267 3939 67768 17718 18300 560 5035 1770 2276 5999 529 1553 107 15129 1468 10874 2313 20522 282 5256 7397 internal_value=0 -0.000355695 0.00448326 0.000464658 0.00149596 0.00591743 0.00641901 0.00272866 0.00208864 0.00672445 4.82512e-05 0.000268867 0.00230528 0.00309322 0.0030481 0.00599107 0.00185568 0.0079611 0.00689757 0.00202597 0.00903443 0.00346067 0.00632755 0.00644678 0.00804487 0.000416415 0.0102566 0.000870958 0.00107302 internal_weight=0 755598 59948 296484 85278 32986 28132 26962 60707 26696 211206 143438 54440 19778 24704 16758 34662 9938 1478 32386 918 19669 14988 14655 3781 125720 811 33175 27919 internal_count=815546 755598 59948 296484 85278 32986 28132 26962 60707 26696 211206 143438 54440 19778 24704 16758 34662 9938 1478 32386 918 19669 14988 14655 3781 125720 811 33175 27919 is_linear=0 shrinkage=0.1 Tree=5 num_leaves=30 num_cat=0 split_feature=27 1 36 6 19 19 36 38 19 12 40 42 35 38 16 12 38 40 40 1 18 38 1 36 35 40 20 1 1 split_gain=67.211 36.3407 20.0681 13.342 8.00441 7.2801 3.45632 2.99954 2.51097 2.46284 1.41211 1.40145 1.40065 1.3296 1.17391 1.63246 1.12357 1.10707 1.0938 1.0928 1.04847 0.934039 0.865889 0.790589 1.35238 1.33479 0.697813 0.696247 0.649839 threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 46.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 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 left_child=-1 4 3 5 16 7 9 17 26 -6 19 -10 13 18 15 -5 23 20 -11 21 22 28 -3 24 25 -2 -4 -28 -7 right_child=1 2 8 14 6 10 -8 -9 11 12 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=-0.0007922913550585741 0.0018448875523480329 0.0051769747075553693 0.00045403590309081669 0.00038441725085232282 -0.00021135420316488679 0.0056346060773216061 0.00055074951505389754 -0.0011709536987796632 0.00086658561930208911 0.0032768368356298344 -0.00044969302111478638 0.0026974323235727641 0.0014654772516514928 -0.00099740847630653217 0.00025762550086756231 0.0027149692354498131 -0.00088733998744317108 -0.00080838787597325957 -0.00092282464566291683 -0.00069066196546426276 0.0028462136374091552 -0.0011716490810191849 -0.00092249842223207494 -0.00011516499913757034 8.6974424045074131e-05 -0.001013976536280394 0.0015940382090178459 -0.00046545063100640952 0.0068024428114063082 leaf_weight=462934 9192 5045 26129 3730 4384 7230 33971 1440 6020 15508 317 13686 11139 829 3445 15475 14286 519 646 223 4728 164 244 105613 38356 1986 12442 1891 13974 leaf_count=462934 9192 5045 26129 3730 4384 7230 33971 1440 6020 15508 317 13686 11139 829 3445 15475 14286 519 646 223 4728 164 244 105613 38356 1986 12442 1891 13974 internal_value=0 0.00104018 0.00248356 0.00383639 0.00032615 0.0050924 0.00125609 0.00310988 0.00121244 0.00199322 0.00617614 0.00213813 0.00233689 0.00290845 0.00195742 0.00226233 -3.87116e-05 0.00369496 0.00310889 0.00627342 0.00392829 0.0063461 0.00489558 3.94305e-05 0.000369048 0.00133695 0.000761612 0.00132232 0.00640424 internal_weight=0 352612 116702 56534 235910 33884 66477 11976 60168 32506 21908 19706 28122 16983 22650 19205 169433 10536 16154 21591 10017 21368 5289 155147 49534 11178 40462 14333 21204 internal_count=815546 352612 116702 56534 235910 33884 66477 11976 60168 32506 21908 19706 28122 16983 22650 19205 169433 10536 16154 21591 10017 21368 5289 155147 49534 11178 40462 14333 21204 is_linear=0 shrinkage=0.1 Tree=6 num_leaves=30 num_cat=0 split_feature=4 37 4 4 37 0 4 0 25 4 23 0 33 0 3 35 23 20 4 4 4 24 35 3 4 3 23 0 0 split_gain=813.114 154.035 94.2561 42.2301 35.2158 29.8923 19.6512 17.5159 11.6103 11.3623 11.0368 10.5764 9.35737 9.4177 8.9844 8.48322 7.82125 10.9897 7.63977 7.04224 7.00615 6.38205 5.23334 4.95099 5.11248 4.89873 4.87994 7.1587 12.2108 threshold=17.500000000000004 1.0000000180025095e-35 11.500000000000002 28.500000000000004 1.0000000180025095e-35 1480852800.0000002 30.500000000000004 1488974400.0000002 1.0000000180025095e-35 27.500000000000004 1.0000000180025095e-35 1480161600.0000002 1.0000000180025095e-35 1476014400.0000002 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 43.500000000000007 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 33.500000000000007 22.500000000000004 23.500000000000004 1.0000000180025095e-35 1493294400.0000002 1494590400.0000002 decision_type=2 2 2 2 2 2 2 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 18 11 15 6 -3 -6 10 -7 12 -2 13 19 20 -4 17 21 -1 -5 -9 23 -15 24 25 -13 27 -17 -29 right_child=1 5 4 8 7 9 -8 14 -10 -11 -12 16 -14 22 -16 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 leaf_value=-0.00087436943014254382 0.0051910207668596255 0.015236695098500808 0.002304507157135734 0.010168605941634929 0.0081024074027343362 0.029401756767160444 0.030776964718801383 0.018936173519223814 0.00097816794694680249 0.039784276760651931 0.010371723227053993 0.023393670339857675 0.0037716796518199973 0.021859996027634308 0.0074706070569975835 0.0062887801787383738 0.0055560331468571846 0.0081948767209251792 0.0012734867833124573 0.022411748058008916 0.033631175472948922 0.0044861219159125386 0.030110143762536169 0.0098104055585532361 0.027129776341931356 0.012740623414641904 0.0014218476179936161 0.037482496064611029 0.010133547357580651 leaf_weight=740855 5415 2060 17458 1093 3585 2419 1345 1019 394 1868 1351 724 324 3077 448 2732 2139 3119 16939 824 476 401 1025 609 698 1069 1168 213 699 leaf_count=740855 5415 2060 17458 1093 3585 2419 1345 1019 394 1868 1351 724 324 3077 448 2732 2139 3119 16939 824 476 401 1025 609 698 1069 1168 213 699 internal_value=0 0.0161705 -0.000616567 0.0119552 0.0051025 0.0283701 0.0213752 0.0122464 0.017721 0.0339258 0.0185784 0.00866519 0.0203263 0.0212174 0.0198926 0.00332918 0.010813 0.0125116 -0.000826358 0.0154312 0.023615 0.0163573 0.0239215 0.0178929 0.0198689 0.0170422 0.00704671 0.00884963 0.016521 internal_weight=0 29954 785592 22262 27798 7692 3405 5528 8088 4287 7694 14174 6343 6019 1943 22270 8759 6620 757794 1917 1495 3501 4102 3100 2491 1793 4812 3644 912 internal_count=815546 29954 785592 22262 27798 7692 3405 5528 8088 4287 7694 14174 6343 6019 1943 22270 8759 6620 757794 1917 1495 3501 4102 3100 2491 1793 4812 3644 912 is_linear=0 shrinkage=0.1 Tree=7 num_leaves=30 num_cat=0 split_feature=4 27 4 1 37 4 1 1 27 37 27 4 1 1 4 23 23 1 4 23 1 23 37 37 4 4 4 4 4 split_gain=662.567 259.792 99.6541 42.5011 33.9445 29.5491 23.7532 15.8326 10.0981 9.9285 7.80746 7.54712 7.85262 6.81007 6.37094 5.62524 5.16636 4.38593 4.1647 3.84271 3.4862 3.54856 3.43966 3.21876 6.49522 3.21364 3.00586 2.52093 2.496 threshold=14.500000000000002 1.0000000180025095e-35 23.500000000000004 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 36.500000000000007 1.5000000000000002 26.500000000000004 80.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 35.500000000000007 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 20.500000000000004 21.500000000000004 29.500000000000004 29.500000000000004 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 left_child=5 14 3 16 7 23 10 15 -8 20 -7 12 -6 19 -2 18 26 -12 -4 28 21 -5 -10 -1 -25 -11 -3 -14 -9 right_child=1 2 4 9 11 6 8 13 22 25 17 -13 27 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.00071468778401052196 -0.0016560779898515635 0.0082441458882058141 0.015450953264385461 0.017341296787217245 0.02098176604221855 -0.0014348461862045631 -0.0012040244999861329 0.023251852108738744 0.0091476437082124318 0.020563560598813285 0.0018508990162233914 0.035690038281509649 0.028467524517517225 0.0070576766177135363 0.02037352125223418 0.009965706122744139 0.0035309548885937925 0.0064754759713493747 0.0219771283362084 0.017925558186410947 0.0060712578551596905 0.0094502372089851801 0.015471007465027699 -0.0019309833135347995 0.0025518670107859852 0.028321496597358161 0.013751559147682158 0.036398997900669125 0.029303197783047921 leaf_weight=704699 10136 6943 2500 2839 1161 6821 733 1040 2150 2251 10938 1723 982 204 133 1105 2165 2524 1606 522 415 713 1434 41795 3503 700 1156 677 1978 leaf_count=704699 10136 6943 2500 2839 1161 6821 733 1040 2150 2251 10938 1723 982 204 133 1105 2165 2524 1606 522 415 713 1434 41795 3503 700 1156 677 1978 internal_value=0 0.0123967 0.0170049 0.0119534 0.0234351 -0.000655352 0.00275498 0.0198632 0.00949046 0.0180114 0.00132141 0.0304757 0.0272897 0.0248239 -0.00137076 0.0162991 0.00787027 0.00271796 0.0180036 0.0258477 0.014744 0.0157573 0.0116777 -0.000767211 -0.00158431 0.0224038 0.00903024 0.0317042 0.0272179 internal_weight=0 40949 30680 17182 13498 774597 24600 8955 4317 6918 20283 4543 2820 3744 10269 5211 10264 13462 4106 3540 3967 3552 3584 749997 45298 2951 8099 1659 3018 internal_count=815546 40949 30680 17182 13498 774597 24600 8955 4317 6918 20283 4543 2820 3744 10269 5211 10264 13462 4106 3540 3967 3552 3584 749997 45298 2951 8099 1659 3018 is_linear=0 shrinkage=0.1 Tree=8 num_leaves=30 num_cat=0 split_feature=4 37 1 4 4 1 4 4 37 1 4 1 34 12 4 1 31 1 17 20 23 37 4 36 39 1 1 36 1 split_gain=537.07 110.734 42.4195 36.0846 25.8807 21.1524 17.6527 15.8256 11.3287 7.43846 6.8851 7.66241 6.05073 5.58839 5.02249 6.19884 4.86852 4.16525 6.68434 3.97886 4.44879 3.91803 3.70941 3.26771 3.24247 3.09312 3.00235 3.00055 2.70238 threshold=15.500000000000002 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 22.500000000000004 1.5000000000000002 25.500000000000004 23.500000000000004 1.0000000180025095e-35 1.5000000000000002 36.500000000000007 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 41.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 28.500000000000004 1.0000000180025095e-35 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 left_child=3 2 6 14 9 27 24 19 -7 -3 11 -6 16 -9 21 -16 22 -15 26 20 -4 -1 -8 -17 -2 -20 -19 -5 -10 right_child=1 4 7 5 10 8 12 13 28 -11 -12 -13 -14 17 15 23 -18 18 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.00065186733290259816 0.0027949074520083419 0.010263011484003779 0.014437084594511582 0.0032567231637657436 0.017608257607990133 0.0053050303513881925 0.0097064390417728966 0.011117227370518127 0.0095820783820163707 0.018966744407019284 0.031017600460583113 0.027385333233371945 -0.0045745257927633049 0.01711922325856156 0.00017349347675643125 0.008665007308772012 -0.0043345092669201711 0.022420639059831941 0.028384132956371724 0.0056828049648550618 0.0057346581310291035 -0.0016280313615877362 0.015236497069474261 0.001880767204007365 0.0068930411159012373 0.050676167329661875 0.0051768018965694038 0.00024458879982804121 0.0168158768898884 leaf_weight=697161 9579 1675 2131 5205 1365 4589 4197 896 836 2373 1813 1942 268 2250 14099 1429 206 1230 133 1481 811 43694 1706 1411 2418 117 110 9070 1351 leaf_count=697161 9579 1675 2131 5205 1365 4589 4197 896 836 2373 1813 1942 268 2250 14099 1429 206 1230 133 1481 811 43694 1706 1411 2418 117 110 9070 1351 internal_value=0 0.0118216 0.00865198 -0.000557064 0.0213407 0.00352683 0.00588072 0.0142115 0.00812775 0.0153653 0.0260649 0.0233497 0.0101321 0.0182285 -0.000670511 0.00103206 0.0107773 0.0198878 0.0238057 0.00991012 0.0120381 -0.000709439 0.0113047 0.00529439 0.00362089 0.0388168 0.0210051 0.00134288 0.0140507 internal_weight=0 36701 27533 778845 9168 21051 18374 9159 6776 4048 5120 3307 6377 4736 757794 16939 6109 3840 1590 4423 2942 740855 5903 2840 11997 250 1340 14275 2187 internal_count=815546 36701 27533 778845 9168 21051 18374 9159 6776 4048 5120 3307 6377 4736 757794 16939 6109 3840 1590 4423 2942 740855 5903 2840 11997 250 1340 14275 2187 is_linear=0 shrinkage=0.1 Tree=9 num_leaves=30 num_cat=0 split_feature=3 27 0 1 3 3 27 1 3 3 19 0 36 0 19 19 1 35 0 19 3 0 19 3 19 3 1 1 35 split_gain=357.58 172.206 51.0146 36.8401 28.0096 20.9025 18.757 18.0648 17.1474 15.787 9.43251 8.22625 7.55473 6.47939 5.18169 5.03364 4.67872 4.56426 5.07348 4.13521 3.74204 3.7447 3.70792 3.44938 3.38365 3.22497 3.09704 3.60669 3.19541 threshold=17.500000000000004 1.0000000180025095e-35 1480248000.0000002 1.5000000000000002 11.500000000000002 33.500000000000007 1.0000000180025095e-35 1.5000000000000002 26.500000000000004 27.500000000000004 1.0000000180025095e-35 1490443200.0000002 1.0000000180025095e-35 1470312000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1486900800.0000002 1.0000000180025095e-35 77.500000000000014 1475841600.0000002 1.0000000180025095e-35 40.500000000000007 1.0000000180025095e-35 15.500000000000002 36.500000000000007 6.5000000000000009 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 left_child=4 -2 5 9 -1 16 -6 17 19 15 26 -9 13 -7 -11 -4 -3 -8 -19 -5 21 -15 -13 -12 -18 -24 27 -10 -29 right_child=1 2 3 8 6 12 7 11 10 14 23 22 -14 20 -16 -17 24 18 -20 -21 -22 -23 25 -25 -26 -27 -28 28 -30 leaf_value=-0.0006214259620744263 -0.001915004451032468 0.0027929324052088991 0.0061546918005887276 0.012440895995910948 -0.0011446652282503477 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0.00466883 0.00190044 0.00597579 0.0157322 0.0177536 0.0159551 0.0126835 0.0290647 0.00769973 0.0166292 0.0201011 0.0209242 0.0293694 internal_weight=0 43434 32329 18911 772112 13418 31781 21664 8465 10446 4706 7819 5189 2652 4733 5713 8229 13845 2293 3759 2493 2051 2472 2462 3146 1213 2244 2139 409 internal_count=815546 43434 32329 18911 772112 13418 31781 21664 8465 10446 4706 7819 5189 2652 4733 5713 8229 13845 2293 3759 2493 2051 2472 2462 3146 1213 2244 2139 409 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=30 num_cat=0 split_feature=4 37 4 5 5 37 4 19 4 19 4 4 5 36 5 19 19 37 25 34 31 25 28 36 34 38 19 22 4 split_gain=365.591 63.6786 58.5468 23.4822 22.9477 12.8706 7.57281 7.37622 7.24073 5.05346 4.96847 4.73298 7.19086 4.45847 4.43919 4.24502 4.23878 3.25182 3.06521 3.02876 2.84044 2.88305 2.93842 2.74537 2.48437 2.47519 2.42705 2.34477 2.17526 threshold=19.500000000000004 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 32.500000000000007 1.0000000180025095e-35 35.500000000000007 1.0000000180025095e-35 36.500000000000007 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 28.500000000000004 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 left_child=2 4 11 5 7 15 14 10 19 -10 24 17 13 -13 26 -4 -5 -1 28 20 21 22 25 -18 -2 27 -3 -6 -9 right_child=1 6 3 16 8 -7 -8 18 9 -11 -12 12 -14 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.00052658833189041948 0.0095345539182907432 0.015678886015618277 0.0037312447904797536 0.00109377558334373 0.003952695860177516 0.013693435763776225 0.024862726017968111 0.015906521814127137 0.008049632606075453 0.01750189094661762 0.01654008186293127 0.0060675744321512255 -0.00029707222110668467 0.0010675402488630969 0.01388423067779582 0.0093696304642524285 0.0068380407919686834 -0.001415896680093178 0.0018367148073459114 -0.0029185880260898713 -0.0031080577918511675 -0.0024734291062674298 -0.0040828493044332221 0.002331359508961294 -0.006201803924229283 -0.0042424811545201547 0.02258494724271054 0.0079763894970947685 0.022231698162520921 leaf_weight=697161 2839 722 3851 12255 2012 3044 2422 1078 1985 791 1233 3489 16223 3648 1692 2044 2552 43694 108 470 381 407 270 2874 104 207 1724 5169 1097 leaf_count=697161 2839 722 3851 12255 2012 3044 2422 1078 1985 791 1233 3489 16223 3648 1692 2044 2552 43694 108 470 381 407 270 2874 104 207 1724 5169 1097 internal_value=0 0.0119776 -0.000374262 0.00423586 0.00892587 0.00841295 0.0204217 0.0137098 0.00628311 0.010743 0.0112111 -0.000534847 0.000866642 0.00351186 0.0178223 0.00568627 0.00212404 -0.000579038 0.0182802 0.00489453 0.00532931 0.0057279 0.00616378 0.00445098 0.00897846 0.00653825 0.0205464 0.00684902 0.0190967 internal_weight=0 24711 790835 26620 18151 8939 6560 6459 11692 2776 4176 764215 23360 7137 4138 5895 17681 740855 2283 8916 8446 8065 7658 5426 2943 7388 2446 7181 2175 internal_count=815546 24711 790835 26620 18151 8939 6560 6459 11692 2776 4176 764215 23360 7137 4138 5895 17681 740855 2283 8916 8446 8065 7658 5426 2943 7388 2446 7181 2175 is_linear=0 shrinkage=0.1 Tree=11 num_leaves=30 num_cat=0 split_feature=4 1 4 3 1 4 9 25 9 4 4 9 9 3 3 3 4 4 3 38 4 1 3 3 4 3 35 3 4 split_gain=296.177 44.3542 33.5174 18.184 20.4293 13.9497 12.8421 7.54426 6.72206 6.69816 6.39741 6.13386 6.06706 5.48881 4.98438 4.36692 4.34885 4.27375 4.74146 3.85266 3.83371 6.80744 6.89033 3.60973 3.70982 3.5495 3.44651 3.44548 8.01724 threshold=17.500000000000004 1.5000000000000002 12.500000000000002 20.500000000000004 1.5000000000000002 34.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 34.500000000000007 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 43.500000000000007 44.500000000000007 33.500000000000007 20.500000000000004 25.500000000000004 1.0000000180025095e-35 9.5000000000000018 2.5000000000000004 14.500000000000002 41.500000000000007 26.500000000000004 63.500000000000007 1.0000000180025095e-35 33.500000000000007 27.500000000000004 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 left_child=2 5 20 4 26 12 9 10 -6 15 13 19 -2 -8 -12 17 -16 18 -3 -7 -1 -22 -23 24 -14 -11 -4 -19 -29 right_child=1 6 3 -5 8 11 7 -9 -10 25 14 -13 23 -15 16 -17 -18 27 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 leaf_value=-0.00052113400424344395 0.0040740466653654776 0.010134947541513669 0.001945303444532021 -0.0015450635729958341 0.0075826341412762932 0.01045491951261756 0.017193104135437474 -0.0079072561804895049 0.015053650552742357 0.02083731063555741 0.033060213090742335 0.019406502635071154 0.0086280442824856213 0.0018737336242338643 0.0059362819648525692 -0.00077695887688904598 0.022535587044944887 0.015535252632184344 -0.0014537259900853749 -0.0095227972306311144 6.6051263601078353e-06 0.0073505177419152211 -0.001632644091398845 -0.00097217897965804043 0.018295347862122321 0.012498042218972178 0.0065502155172702447 0.00033166334701498418 0.015461675349436016 leaf_weight=740855 11258 1078 8990 5302 3152 2783 2707 108 1949 987 408 855 1842 256 178 365 1393 1820 525 100 19382 2737 1241 298 506 1057 1984 613 817 leaf_count=740855 11258 1078 8990 5302 3152 2783 2707 108 1949 987 408 855 1842 256 178 365 1393 1820 525 100 19382 2737 1241 298 506 1057 1984 613 817 internal_value=0 0.00975938 -0.000372117 0.00353333 0.00520833 0.00654475 0.0143657 0.0182386 0.0104372 0.0116724 0.0188099 0.011968 0.00508675 0.0158695 0.0232124 0.00977162 0.0206548 0.010565 0.00633953 0.00976197 -0.000481363 0.000779978 0.00454808 0.00939554 0.0107114 0.0165249 0.00277783 0.0126491 0.00897587 internal_weight=0 29954 785592 21377 16075 17642 12312 5050 5101 7262 4942 3738 13904 2963 1979 5218 1571 4853 1603 2883 764215 23360 3978 2646 2348 2044 10974 3250 1430 internal_count=815546 29954 785592 21377 16075 17642 12312 5050 5101 7262 4942 3738 13904 2963 1979 5218 1571 4853 1603 2883 764215 23360 3978 2646 2348 2044 10974 3250 1430 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=30 num_cat=0 split_feature=3 19 0 3 36 1 1 3 0 3 1 0 3 1 19 0 3 36 36 0 19 10 1 0 31 28 18 1 1 split_gain=185.689 43.0035 21.9182 15.9047 15.717 12.3093 11.3016 7.71397 7.67098 7.07919 5.11177 4.46683 4.42241 4.28351 4.07971 3.95451 3.48392 3.28556 3.27098 4.84207 3.58411 3.1321 3.08746 2.98836 2.88117 2.91099 2.88114 2.77869 2.72241 threshold=17.500000000000004 1.0000000180025095e-35 1480939200.0000002 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 40.500000000000007 1480852800.0000002 42.500000000000007 2.5000000000000004 1489320000.0000002 29.500000000000004 2.5000000000000004 1.0000000180025095e-35 1470484800.0000002 32.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1479038400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1476532800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 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 left_child=3 5 9 -1 7 12 18 27 16 13 -6 -8 23 -3 -13 -11 -7 -10 19 -5 -21 24 -9 -2 25 -14 -25 -4 -15 right_child=1 2 4 6 10 8 11 22 17 15 -12 14 21 28 -16 -17 -18 -19 -20 20 -22 -23 -24 26 -26 -27 -28 -29 -30 leaf_value=-0.00045192121885446676 -0.00091281407920264517 0.0029480521129062881 0.011949034226600415 -0.00060551943479598546 0.0068234061736941708 -0.00017992810081058974 0.003886844795987221 0.019641637070454462 0.015471484335701592 -0.0054355790442603786 0.015501852128163424 0.0054454475220607939 0.0057320781161334404 0.010669804057629901 0.014727922069997068 0.012828314055162916 0.0080093084661908408 0.0086929227015864544 9.9696907175967893e-05 0.0021281202633917167 0.0069698695343864059 -0.0044887540538766993 0.029397248459779719 0.0020568555960021702 -0.0047778274838177802 -0.0058891464691810513 0.008612163131638529 0.017230715753945046 -0.0022337639013365394 leaf_weight=740331 3365 4237 1795 3468 3062 1103 3637 793 1259 127 872 993 7412 1352 905 1782 982 1655 16372 3885 2521 362 549 9068 289 222 724 2238 186 leaf_count=740331 3365 4237 1795 3468 3062 1103 3637 793 1259 127 872 993 7412 1352 905 1782 982 1655 16372 3885 2521 362 549 9068 289 222 724 2238 186 internal_value=0 0.00636201 0.010287 -0.000357885 0.01355 0.0038395 0.00183266 0.0170653 0.00830807 0.00633404 0.00874705 0.00593903 0.0027977 0.00458892 0.0098715 0.0116133 0.00367706 0.0116216 0.000966665 0.00240418 0.00403353 0.00460749 0.0236326 0.00165806 0.00502309 0.00539413 0.00254154 0.01488 0.00910929 internal_weight=0 43434 16993 772112 9309 26441 31781 5375 4999 7684 3934 5535 21442 5775 1898 1909 2085 2914 26246 9874 6406 8285 1342 13157 7923 7634 9792 4033 1538 internal_count=815546 43434 16993 772112 9309 26441 31781 5375 4999 7684 3934 5535 21442 5775 1898 1909 2085 2914 26246 9874 6406 8285 1342 13157 7923 7634 9792 4033 1538 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=30 num_cat=0 split_feature=9 36 1 1 19 1 18 23 20 19 6 34 24 1 1 19 1 7 18 1 15 25 36 1 1 1 25 18 34 split_gain=8.62777 11.1847 2.11729 1.49223 1.22713 0.831656 0.687468 0.576645 0.722035 0.533475 0.815235 0.473237 0.505685 0.537682 0.43328 0.363266 0.8193 0.504299 0.451075 0.3483 0.330992 0.317929 0.297135 0.266872 0.263171 0.365261 0.210614 0.203343 0.180136 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 12.500000000000002 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 40.500000000000007 22.500000000000004 14.500000000000002 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 left_child=3 2 6 9 14 -6 19 8 11 -1 22 12 13 15 -4 16 27 18 -18 -2 21 -12 -11 24 25 -7 -17 -5 -24 right_child=1 -3 4 7 5 23 -8 -9 -10 10 20 -13 -14 -15 -16 26 17 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 leaf_value=-0.00021520251782906021 0.0012660891935675563 -0.00053460239566216993 0.0016418961127053794 0.0018879910431443209 0.0036423906637834446 0.002396593437256617 0.00041817271760261277 -0.00017459978716103411 6.6409225799794289e-05 -0.00025511175704811856 0.00079592059814647526 -0.00082915053493457435 -0.00042181562560993221 -0.00076748815515110093 -0.0011239234044789011 0.0010588808908465303 0.0079672682419253057 0.0021001272407259975 0.0016428630434491328 0.0019872372387884402 -0.00026090477617584507 -0.0008837276806538685 9.5929373804545161e-05 -0.0010507775687009972 0.0050282270976287485 -0.00011986451380484976 -0.00043982970556498001 0.00039190299224597176 -0.00046743746056035165 leaf_weight=495449 21626 34550 5774 2075 8851 4725 7407 17143 22175 64764 18994 1632 2533 1509 628 17425 437 538 152 9702 4400 1198 61767 255 323 657 991 1616 6250 leaf_count=495449 21626 34550 5774 2075 8851 4725 7407 17143 22175 64764 18994 1632 2533 1509 628 17425 437 538 152 9702 4400 1198 61767 255 323 657 991 1616 6250 internal_value=0 0.000898454 0.00172437 -0.000117748 0.00252744 0.00302749 0.00128458 0.000327251 0.000495667 -0.000164255 -3.85862e-06 0.000824946 0.000923915 0.00106168 0.00137058 0.00118048 0.00195354 0.00431347 0.00633516 0.00148942 0.000525009 0.000696266 -0.000101809 0.00211432 0.00225579 0.0020894 0.000978232 0.00123297 4.41623e-05 internal_weight=0 94498 59948 721048 21213 14811 38735 68226 51083 652822 157373 28908 27276 24743 6402 23234 4818 1127 589 31328 24592 20192 132781 5960 5705 5382 18416 3691 68017 internal_count=815546 94498 59948 721048 21213 14811 38735 68226 51083 652822 157373 28908 27276 24743 6402 23234 4818 1127 589 31328 24592 20192 132781 5960 5705 5382 18416 3691 68017 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=30 num_cat=0 split_feature=4 4 1 1 36 4 25 36 36 10 34 10 28 30 25 1 4 36 4 10 25 4 1 1 36 21 1 25 25 split_gain=203.525 29.3653 26.9186 13.1123 11.4153 7.89107 6.04873 4.39377 4.10288 4.03142 3.51031 3.26476 3.25853 3.3755 3.24743 3.07733 2.97705 2.9657 2.81324 2.80232 2.38307 2.13363 3.98776 3.71162 2.61451 2.12459 2.11833 2.08197 2.0468 threshold=19.500000000000004 12.500000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 36.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 28.500000000000004 29.500000000000004 1.0000000180025095e-35 36.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 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 left_child=1 21 5 8 6 7 16 9 11 28 12 27 13 14 15 18 -4 -5 -6 20 25 23 -23 -1 -24 -7 -20 -3 -2 right_child=2 3 4 17 10 19 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 26 -21 -22 22 24 -25 -26 -27 -28 -29 -30 leaf_value=-0.00031415518756413891 0.0087052215736607708 0.0045923475551181816 0.014079080042543393 0.0098289094073146857 0.0099908248824307974 0.01238809068734846 -0.0057690762658053497 0.003294675731082131 0.00082487235104551518 -0.0037862010337536955 -0.0075110917653494732 -0.0031688059186346313 -0.0072404000010075319 -0.0071134842865701242 -0.0012595151783898473 -0.0013981705135170451 0.018702542255399923 0.004971627760543728 0.013033711193129422 -0.0055196468946787551 -0.0026865016424753628 -0.0001093302910466784 0.0048161700810756217 -0.00087084446655871436 0.00058444948225247451 0.002895855112362278 0.022379863026669656 -0.0035402728771185077 -0.0036523752396912888 leaf_weight=578493 3750 7285 2897 2704 2807 2740 127 6877 13308 299 123 645 112 112 224 188 2682 2349 800 106 122 28841 2998 151037 2846 258 348 329 139 leaf_count=578493 3750 7285 2897 2704 2807 2740 127 6877 13308 299 123 645 112 112 224 188 2682 2349 800 106 122 28841 2998 151037 2846 258 348 329 139 internal_value=0 -0.000279246 0.00893681 0.00298572 0.0128021 0.00611853 0.0158105 0.00484973 0.00191144 0.00740325 0.00916057 0.00366226 0.00960723 0.0100285 0.0104682 0.0111022 0.0163017 0.00757089 0.0116964 0.0104704 0.0110137 -0.000392975 0.000373332 -0.000429408 0.00275534 0.0115712 0.0158669 0.00424094 0.00826354 internal_weight=0 790835 24711 26620 10420 14291 5706 11065 21567 4188 4714 8259 4591 4479 4367 4143 5579 5053 3955 3226 3120 764215 34685 729530 5844 2998 1148 7614 3889 internal_count=815546 790835 24711 26620 10420 14291 5706 11065 21567 4188 4714 8259 4591 4479 4367 4143 5579 5053 3955 3226 3120 764215 34685 729530 5844 2998 1148 7614 3889 is_linear=0 shrinkage=0.1 Tree=15 num_leaves=30 num_cat=0 split_feature=4 27 0 4 27 3 0 1 23 4 1 36 4 3 0 23 3 4 1 4 3 4 0 3 4 27 1 0 6 split_gain=164.855 103.968 31.9179 24.1441 29.0353 27.219 22.2254 12.3648 10.489 6.77928 6.73478 5.49536 5.45395 11.466 5.11084 5.00858 5.17313 7.59044 4.24192 3.99507 3.92764 4.18762 3.81184 3.78124 8.00504 8.45671 8.67173 5.08006 3.78164 threshold=19.500000000000004 1.0000000180025095e-35 1476532800.0000002 13.500000000000002 1.0000000180025095e-35 23.500000000000004 1476792000.0000002 1.5000000000000002 1.0000000180025095e-35 43.500000000000007 1.5000000000000002 1.0000000180025095e-35 24.500000000000004 30.500000000000004 1481198400.0000002 1.0000000180025095e-35 21.500000000000004 16.500000000000004 38.500000000000007 86.500000000000014 63.500000000000007 51.500000000000007 1490616000.0000002 16.500000000000004 10.500000000000002 1.0000000180025095e-35 2.5000000000000004 1489838400.0000002 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 left_child=3 19 9 23 -5 6 -6 11 10 -3 12 -8 13 -4 -12 16 22 -18 -16 -2 -11 -22 -9 24 -1 -26 28 -28 -27 right_child=1 2 8 4 5 -7 7 15 -10 20 14 -13 -14 -15 18 -17 17 -19 -20 -21 21 -23 -24 -25 25 26 27 -29 -30 leaf_value=-0.00037055706124944723 -0.0042463005786015241 0.003676099327854013 0.01315944110885334 -0.0028144895859561212 0.00045672173318889956 -0.0032317958453035676 0.011293672709555377 0.014779019833612479 0.0073001042111319678 0.025304088067067299 0.012307698204402704 0.0047242451006371672 0.015426676653469232 -0.0038104226453012538 0.020054745970771858 0.0049187344599615889 -0.006107422327383971 0.017818120689271324 -0.00010830417414691961 0.014747302900109671 -0.0020276917618210033 0.013193515800132652 0.022756232104391001 -0.0030115707164351416 -0.0015835021127547538 0.001122139356688139 0.005811559527458314 0.016195780561230649 0.0068155358028821464 leaf_weight=749184 5540 4631 1668 5963 3262 2924 2022 1369 1846 190 1258 3439 3630 523 4197 444 234 306 107 113 236 772 1065 5272 4725 7075 1458 696 1397 leaf_count=749184 5540 4631 1668 5963 3262 2924 2022 1369 1846 190 1258 3439 3630 523 4197 444 234 306 107 113 236 772 1065 5272 4725 7075 1458 696 1397 internal_value=0 0.00804313 0.0115758 -0.000251321 0.00309182 0.00542964 0.00751563 0.010109 0.0142923 0.00541065 0.0154263 0.00715665 0.0130486 0.00910867 0.0179146 0.0148259 0.016305 0.00745039 0.0195535 -0.00386663 0.0121157 0.00962982 0.0182695 -0.000342642 -0.000324238 0.00193628 0.00350141 0.00916691 0.00206096 internal_weight=0 24711 19058 790835 21028 15065 12141 8879 13229 5829 11383 5461 5821 2191 5562 3418 2974 540 4304 5653 1198 1008 2434 769807 764535 15351 10626 2154 8472 internal_count=815546 24711 19058 790835 21028 15065 12141 8879 13229 5829 11383 5461 5821 2191 5562 3418 2974 540 4304 5653 1198 1008 2434 769807 764535 15351 10626 2154 8472 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=30 num_cat=0 split_feature=3 27 22 3 3 27 5 5 5 22 37 6 12 6 3 22 3 37 3 18 37 12 5 27 3 43 5 3 3 split_gain=95.2874 86.8539 18.6715 13.8687 6.67153 7.97905 5.84482 4.44355 4.27464 3.36367 2.89991 2.69444 2.51494 2.04303 1.94314 1.73554 1.69248 1.83277 1.56782 1.52831 1.19029 1.15527 1.13796 1.1094 1.01461 1.00552 0.873962 0.863112 0.842129 threshold=16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 56.500000000000007 1.0000000180025095e-35 119.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 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 left_child=4 18 25 8 10 -6 9 12 21 -7 23 -8 -5 -10 22 -13 -9 -18 -2 -14 -21 -4 -12 -1 -17 26 -3 -22 -25 right_child=1 2 3 7 5 6 11 16 13 -11 14 15 19 -15 -16 24 17 -19 -20 20 27 -23 -24 28 -26 -27 -28 -29 -30 leaf_value=-0.00017886364886481 -0.0029911358369451341 0.004229738796293213 0.002792201768777786 0.0050542278828735127 -0.0012171099178389911 -0.00048498307939947108 0.00043053834374030673 0.0076426248949566971 0.0035161242941463876 0.005680445487243023 -0.001836902630139756 0.0001355710906491424 0.012808978129587111 0.007943126848148345 0.00079817808747143805 0.0017861481097167021 0.0091712360345834014 0.016950213829072837 0.0080493671361070423 0.016343654621884508 -0.0033017469253742472 0.0081373622173550771 -0.00075175508414600581 -0.00048550107051822911 0.0080050446197065042 -0.0033956886453625681 0.0015626143098957787 0.0073358166743727297 0.00028136876091406455 leaf_weight=438753 12144 1710 436 501 8948 1044 10201 5835 6657 5806 21405 644 6333 1236 4735 352 1036 428 130 106 106 5571 17618 242602 1030 325 4364 272 15218 leaf_count=438753 12144 1710 436 501 8948 1044 10201 5835 6657 5806 21405 644 6333 1236 4735 352 1036 428 130 106 106 5571 17618 242602 1030 325 4364 272 15218 internal_value=0 0.00436164 0.00690525 0.00800067 -0.000267878 0.00124663 0.00240224 0.0101512 0.00573922 0.00474078 -0.000325209 0.0010921 0.0118925 0.00420937 -0.00111486 0.00442311 0.00840537 0.0114454 -0.0028742 0.012395 0.00697889 0.0077494 -0.00134698 -0.000275604 0.00642107 0.00202352 0.00231348 0.0043528 -0.000440236 internal_weight=0 47190 34916 28517 768356 28025 19077 14617 13900 6850 740331 12227 7318 7893 43758 2026 7299 1464 12274 6817 484 6007 39023 696573 1382 6399 6074 378 257820 internal_count=815546 47190 34916 28517 768356 28025 19077 14617 13900 6850 740331 12227 7318 7893 43758 2026 7299 1464 12274 6817 484 6007 39023 696573 1382 6399 6074 378 257820 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=30 num_cat=0 split_feature=9 36 19 5 19 5 30 25 25 18 12 28 30 25 28 38 30 30 25 43 5 28 38 23 24 20 18 30 28 split_gain=3.27623 5.12231 0.995573 0.766475 0.469844 0.467396 0.289387 0.239633 0.227973 0.236983 0.212604 0.195827 0.213331 0.172984 0.159334 0.1422 0.123993 0.120321 0.112158 0.10745 0.106409 0.104254 0.10263 0.1065 0.110713 0.345476 0.150166 0.0864183 0.0847687 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=4 2 8 6 16 10 7 21 9 -2 -6 12 13 19 17 27 18 -5 20 -12 22 -4 23 24 25 26 -1 28 -7 right_child=1 -3 3 14 5 15 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.0010927081325951432 0.00091331892013514059 -0.00041615798540265065 0.0018723273649997108 0.00098152717236057291 -0.00012399527542250176 0.00012714623016663401 -0.0026818231230006659 -0.0016392573928366877 -0.0039565598483055249 0.00022768109158652125 0.0007198393570687384 -0.00048558230799104269 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0.00184639 6.06179e-06 4.04533e-05 0.000138313 0.000189413 0.000734911 7.33266e-05 9.36817e-05 internal_weight=0 94498 59948 39670 721048 178278 22560 22416 20278 20166 36844 30144 28250 27262 17110 141434 542770 16560 500962 25790 471762 22217 87818 79747 46443 41858 9089 80150 77184 internal_count=815546 94498 59948 39670 721048 178278 22560 22416 20278 20166 36844 30144 28250 27262 17110 141434 542770 16560 500962 25790 471762 22217 87818 79747 46443 41858 9089 80150 77184 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=30 num_cat=0 split_feature=3 19 5 17 3 3 38 3 3 5 5 3 6 30 7 7 30 3 25 25 3 9 7 5 33 3 25 5 25 split_gain=76.2169 26.4543 10.8395 6.21401 5.30873 4.13517 2.70459 2.96272 2.35141 2.44061 2.37164 2.20953 3.74644 2.05034 1.97583 1.93263 1.89988 2.01195 1.7669 1.69141 1.5103 1.4782 1.38576 1.17256 1.15115 1.06845 1.05456 0.993139 0.987661 threshold=14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 37.500000000000007 42.500000000000007 1.0000000180025095e-35 29.500000000000004 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 121.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 58.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 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 left_child=8 3 4 6 13 15 7 26 9 21 14 23 -13 18 -10 28 17 19 24 -9 -14 -1 -6 -5 25 -3 27 -2 -4 right_child=1 2 5 11 22 -7 -8 16 10 -11 -12 12 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.00048292293760006502 0.0022222142551483882 0.0071669080964663345 0.0049506710364064588 0.0065181554351910588 0.013788063310429411 0.0086551330023643784 -0.0033341973782260326 0.0033914710039271729 0.0033503608679490331 -0.00020396692918173885 3.7308468737658777e-05 0.0061312337811844173 0.024015929990537883 -0.0060095063375979014 0.00018634000920341638 0.0018493205608540665 -0.0056179968394921643 0.011994069689078349 -0.0018122061795432761 -0.0033179553568382101 0.0095539895784959462 -0.0012228248196759725 0.0086035848584435238 0.0017720841051968178 -0.0019879199263146698 0.0099301072654257513 -0.0022050764523605828 0.00065922113274940878 -0.0025089446670750952 leaf_weight=116276 5646 5062 5017 943 2022 1754 1161 8104 4882 580520 19082 989 197 114 3313 4458 243 261 198 394 114 35168 692 1162 119 1934 1016 14521 184 leaf_count=116276 5646 5062 5017 943 2022 1754 1161 8104 4882 580520 19082 989 197 114 3313 4458 243 261 198 394 114 35168 692 1162 119 1934 1016 14521 184 internal_value=0 0.00354991 0.0063022 0.00184283 0.00868123 0.00418832 0.0014021 0.00158427 -0.00026326 -0.000297233 0.000648375 0.00590011 0.0091416 0.00729814 0.00207124 0.00337718 0.00310403 0.00334601 0.00750558 0.0030804 0.0187148 -0.000654741 0.0124662 0.00389823 0.00776488 0.00793078 0.000938432 0.0010968 0.00468677 internal_weight=0 56305 21554 34751 10141 11413 31346 30185 759241 731964 27277 3405 1300 7427 8195 9659 9002 8759 7313 8498 311 151444 2714 2105 7115 6996 21183 20167 5201 internal_count=815546 56305 21554 34751 10141 11413 31346 30185 759241 731964 27277 3405 1300 7427 8195 9659 9002 8759 7313 8498 311 151444 2714 2105 7115 6996 21183 20167 5201 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=30 num_cat=0 split_feature=37 0 0 19 0 39 0 0 5 22 0 5 0 0 0 0 0 0 0 29 7 0 0 5 0 19 0 0 0 split_gain=5.28909 2.32798 1.71308 0.772846 0.513204 0.470758 0.392803 0.910784 0.389991 0.372597 0.354728 0.406737 0.34346 0.277266 0.524755 0.261499 1.16014 0.887047 0.869692 0.228372 0.328849 0.830403 0.530263 0.216587 0.211686 0.261748 0.530078 0.600355 0.411696 threshold=1.0000000180025095e-35 1488456000.0000002 1470312000.0000002 1.0000000180025095e-35 1475323200.0000002 1.0000000180025095e-35 1483963200.0000002 1480852800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1494590400.0000002 1.0000000180025095e-35 1495454400.0000002 1476532800.0000002 1472126400.0000002 1491912000.0000002 1494936000.0000002 1493294400.0000002 1493726400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1472299200.0000002 1471780800.0000002 1.0000000180025095e-35 1479556800.0000002 1.0000000180025095e-35 1471953600.0000002 1471435200.0000002 1477828800.0000002 decision_type=2 2 2 2 2 2 2 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 19 -6 7 8 24 -7 11 -5 -12 14 -10 -11 17 -17 -19 -1 -21 22 -22 -20 25 26 27 -4 -28 right_child=1 3 6 10 5 9 -8 -9 13 15 12 -13 -14 -15 -16 16 -18 18 23 20 21 -23 -24 -25 -26 -27 28 -29 -30 leaf_value=-0.00029380427854224195 -0.0037912776663983913 0.0009305878291255798 0.00071339039780657506 0.0033747175161017852 -7.4964073424275228e-05 -7.3549789435507467e-05 -0.00015539719339430802 0.0016202496173755077 0.00098915353147242184 0.00015001135539128503 -0.00014546158956811058 0.0017814490431004104 0.0019122143333984013 0.0005245141490215938 -0.001127438942277143 0.00042343004705741052 9.1430229620110046e-05 0.0047906724823972013 0.0030562675650938989 -4.7008059808478084e-05 0.0022736941648441931 -0.00063829788943015357 0.008297978713235352 0.0011124175964244258 -0.0003389436216975549 0.0012850315196431573 -0.0013595153308859284 0.0068153377119701715 0.0022040931626822174 leaf_weight=114909 948 8667 636 3637 523804 43680 6997 7577 1611 41442 911 2864 7404 4051 4292 3619 16671 1234 780 5876 456 750 215 2162 1532 6477 1729 216 399 leaf_count=114909 948 8667 636 3637 523804 43680 6997 7577 1611 41442 911 2864 7404 4051 4292 3619 16671 1234 780 5876 456 750 215 2162 1532 6477 1729 216 399 internal_value=0 0.000904116 0.000404034 0.00168066 -7.17312e-05 -3.55311e-05 0.000516013 0.000680734 0.000340826 0.000152949 0.00211943 0.00267281 0.00168677 -0.000112581 -0.000549795 0.000303059 0.000562301 0.00156934 0.00256241 -0.000259356 0.00028312 0.00164824 0.00420398 0.00162778 0.000751529 0.000928181 0.000152571 0.00226036 -0.000691339 internal_weight=0 59948 36465 23483 755598 633392 35517 28520 20943 109588 14816 6501 8315 9954 5903 65908 24466 7795 4176 122206 7297 1421 671 2942 10989 9457 2980 852 2128 internal_count=815546 59948 36465 23483 755598 633392 35517 28520 20943 109588 14816 6501 8315 9954 5903 65908 24466 7795 4176 122206 7297 1421 671 2942 10989 9457 2980 852 2128 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=30 num_cat=0 split_feature=4 27 4 27 19 19 4 15 4 37 4 6 16 36 4 23 21 12 4 6 4 20 4 4 4 4 7 4 27 split_gain=95.9681 63.7652 14.476 20.3121 11.165 4.63871 3.56724 3.31947 2.60144 2.44369 5.34901 2.29447 1.97041 1.82637 1.74572 1.40411 1.25749 0.959422 0.933433 0.88624 1.67906 1.4642 1.05845 0.927227 1.17453 0.741162 0.726149 0.711091 0.704811 threshold=20.500000000000004 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 34.500000000000007 1.0000000180025095e-35 86.500000000000014 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 67.500000000000014 1.0000000180025095e-35 49.500000000000007 30.500000000000004 45.500000000000007 60.500000000000007 1.0000000180025095e-35 15.500000000000002 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 left_child=2 8 9 -4 7 15 13 12 -2 28 -11 26 14 -6 -3 16 27 -13 -15 20 25 23 -23 -21 -25 -16 -7 -5 -1 right_child=1 4 3 5 6 11 -8 -9 -10 10 -12 17 -14 18 19 -17 -18 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.0001334418759659994 -0.0037317706819738612 0.0061375710460844632 -0.0024601363751231859 0.0025094784303984082 0.011995922682774815 0.0062133076898612995 0.014995077099569524 0.0021185583880015194 0.011611832539855907 -0.001373402408690233 0.0015843713674468037 0.0023241358458995823 0.0041550608806823963 0.0025822258490415021 0.0084711551968158112 0.000891804911998988 -0.0017783907837989209 0.011691295495523484 0.0089915563561300798 0.0096535452538066453 0.016190531321784909 0.011736246816617408 0.0019410609702269236 0.027218011726859871 0.013270672211157426 0.00016377726653674703 0.0039638179134369048 0.0047019187911252159 -0.0003373188224732582 leaf_weight=448033 4993 2307 6510 2399 3256 3708 2740 1218 113 41795 7162 125 1310 262 3307 2970 422 873 1712 108 285 417 150 131 112 111 2341 3859 272817 leaf_count=448033 4993 2307 6510 2399 3256 3708 2740 1218 113 41795 7162 125 1310 262 3307 2970 422 873 1712 108 285 417 150 131 112 111 2341 3859 272817 internal_value=0 0.00643546 -0.000182852 0.00227789 0.00931507 0.0041252 0.0120722 0.00699124 -0.0033922 -0.000257034 -0.000940705 0.00607567 0.00771167 0.0105409 0.00838418 0.00270084 0.00350516 0.0105181 0.00814088 0.00950578 0.00881625 0.0122872 0.00914493 0.0173631 0.0207896 0.00820137 0.00534274 0.00386145 -0.000210602 internal_weight=0 22532 793014 23207 17426 16697 7970 9456 5106 769807 48957 7047 8238 5230 6928 9650 6680 998 1974 4621 3703 918 567 351 243 3418 6049 6258 720850 internal_count=815546 22532 793014 23207 17426 16697 7970 9456 5106 769807 48957 7047 8238 5230 6928 9650 6680 998 1974 4621 3703 918 567 351 243 3418 6049 6258 720850 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=30 num_cat=0 split_feature=4 27 4 27 19 22 22 29 4 4 35 37 4 37 35 4 17 37 43 38 4 4 19 33 4 43 27 4 35 split_gain=77.7342 51.6498 11.7256 16.4528 9.04363 4.69271 3.23007 3.14382 5.23567 2.88947 2.26238 1.97939 4.40313 1.57234 1.46307 1.90997 1.55781 0.984888 1.20517 0.828422 0.805804 0.675814 0.636747 0.626506 0.62281 0.585697 0.570897 1.48087 2.82174 threshold=20.500000000000004 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 48.500000000000007 34.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 67.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 34.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 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 left_child=2 7 11 -4 6 -5 25 23 24 17 13 26 -13 19 15 20 -16 18 -6 21 -8 -7 -12 -2 -9 -3 -1 -28 -29 right_child=1 4 3 5 9 10 14 8 -10 -11 22 12 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 leaf_value=-0.00012009768810448741 -0.0044480022795723466 0.0037343510999045242 -0.0022141227361442031 0.00049223125750052468 0.0086157632868090802 0.0018199152950393528 0.0046512450701124575 -0.0027866624112091137 0.024759883913073211 0.013495569468958536 0.0059046952939122033 -0.0011757733401126763 0.0018859135330646364 0.0054117491246846623 0.0083644556094962085 0.014809822237917356 0.016217194552932468 0.010869080398822971 -0.0011881953669768391 -0.0054793760625530133 0.0072585959238215137 0.0039613921333487793 0.0094662485185092338 -0.0014537595717647915 0.006264748461544515 -0.0030683174589298725 -0.00034946762852079439 -4.0500686172721317e-06 0.0040151341109070302 leaf_weight=448033 3728 2616 6510 3560 2502 2356 1841 317 101 2740 1010 43694 5263 4725 908 280 350 2596 132 113 3328 3935 998 860 100 133 262632 7946 2239 leaf_count=448033 3728 2616 6510 3560 2502 2356 1841 317 101 2740 1010 43694 5263 4725 908 280 350 2596 132 113 3328 3935 998 860 100 133 262632 7946 2239 internal_value=0 0.00579192 -0.000164566 0.0020501 0.00838357 0.00371268 0.00629211 -0.00305298 0.00433176 0.010865 0.00458538 -0.000231331 -0.000846634 0.00402796 0.00747536 0.0067657 0.0105492 0.00948679 0.00812445 0.00300697 0.00632996 0.0031594 0.00767483 -0.00388674 -0.00061606 0.00340523 -0.000189542 -0.000303587 0.0008795 internal_weight=0 22532 793014 23207 17426 16697 9456 5106 518 7970 13137 769807 48957 11129 6707 5449 1258 5230 2634 6404 5169 6291 2008 4588 417 2749 720850 272817 10185 internal_count=815546 22532 793014 23207 17426 16697 9456 5106 518 7970 13137 769807 48957 11129 6707 5449 1258 5230 2634 6404 5169 6291 2008 4588 417 2749 720850 272817 10185 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=30 num_cat=0 split_feature=4 27 0 4 27 0 22 0 0 22 0 4 4 1 1 0 0 29 0 35 0 22 1 1 1 0 1 1 0 split_gain=62.9647 41.8363 25.1934 9.4977 13.3268 19.4375 7.00273 7.32843 5.77102 5.55568 5.74817 4.74769 3.60497 3.47739 2.81284 2.67338 3.83424 2.5465 5.90521 2.33776 3.56291 2.26798 2.18642 2.14926 2.12009 1.96004 1.95167 1.829 2.43078 threshold=20.500000000000004 1.0000000180025095e-35 1476878400.0000002 13.500000000000002 1.0000000180025095e-35 1477310400.0000002 1.0000000180025095e-35 1492430400.0000002 1470312000.0000002 1.0000000180025095e-35 1489320000.0000002 43.500000000000007 28.500000000000004 2.5000000000000004 3.5000000000000004 1482667200.0000002 1480939200.0000002 1.0000000180025095e-35 1472299200.0000002 1.0000000180025095e-35 1494936000.0000002 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 3.5000000000000004 1479470400.0000002 1.5000000000000002 6.5000000000000009 1488801600.0000002 decision_type=2 2 2 2 2 2 2 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 17 8 -1 -5 -6 -7 22 -3 -4 12 24 23 -12 19 16 25 -2 -19 -9 -21 -13 -8 26 -10 -14 -11 -24 -29 right_child=1 2 9 4 5 6 7 14 11 10 13 21 15 -15 -16 -17 -18 18 -20 20 -22 -23 27 -25 -26 -27 -28 28 -30 leaf_value=-0.00020819773684121581 -0.003498070440902393 -0.011158875976303582 0.0053270593678388899 -0.0019927104604373943 -0.0018727184270139854 0.0010556926044774542 0.0035380061532368752 0.0079036594253564206 8.736386437786297e-05 0.0046942758242373419 0.011905549900893798 -0.0038278295762009095 0.013905793164349809 0.017958024000830557 0.016762064202112542 0.0077877932268105715 0.02016429619073868 0.02411205649244047 -0.0017412255148483832 0.025994575019830313 0.0085380469614716441 0.0099424004327466758 0.010438248197317604 -0.0040248282845058141 0.0059170620894292373 0.0052534962593842405 0.010533087786663087 -0.0015449049169415827 0.015600826150991702 leaf_weight=769807 4588 314 1982 6510 5006 2652 4203 2309 3323 1416 2980 135 632 1393 603 1212 625 113 405 195 292 1049 994 189 768 447 961 333 110 leaf_count=769807 4588 314 1982 6510 5006 2652 4203 2309 3323 1416 2980 135 632 1393 603 1212 625 113 405 195 292 1049 994 189 768 447 961 333 110 internal_value=0 0.00521273 0.00754521 -0.00014811 0.00184509 0.00334141 0.00557406 0.00689973 0.00201173 0.0101579 0.0111295 0.00279572 0.00897245 0.0138335 0.0105676 0.011378 0.0139316 -0.00274769 0.00389858 0.00923162 0.0155278 0.00837232 0.00468927 0.00623878 0.00118177 0.0103214 0.00705486 0.00805655 0.0027125 internal_weight=0 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17.500000000000004 12.500000000000002 1.0000000180025095e-35 43.500000000000007 1.0000000180025095e-35 29.500000000000004 1.0000000180025095e-35 63.500000000000007 47.500000000000007 42.500000000000007 22.500000000000004 23.500000000000004 35.500000000000007 55.500000000000007 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 left_child=6 -2 11 26 -5 18 7 15 -9 -7 -11 -3 14 -14 19 16 -1 -18 20 -10 -6 -19 24 -24 28 -13 -4 -28 -12 right_child=1 2 3 4 5 9 -8 8 12 10 22 25 13 -15 -16 -17 17 21 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 leaf_value=-0.00018588887815033825 -0.0024729167738343962 0.0072341236700037004 -0.0087265458162108511 0.014133390787055397 -0.0038658365081844989 0.013764752164223305 -0.0051557523598200206 -0.0016675323245361939 0.0066593681792804565 -0.0038170876185144084 0.012035653630801299 0.011527248537304009 -0.003839097920299038 0.0074552203912461538 0.0043594247387273152 -0.0038157311388064448 -0.0016274604070944572 0.0095773440953466731 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3154 1389 4795 4239 2680 1559 1746 2166 1144 742 internal_count=815546 22532 17426 13202 11036 8901 793014 789730 15387 7019 5126 4224 11113 2794 8319 774343 769029 6803 1882 3154 1389 4795 4239 2680 1559 1746 2166 1144 742 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=30 num_cat=0 split_feature=37 27 27 18 9 22 40 10 7 14 17 10 14 30 7 15 20 31 23 41 18 41 14 17 13 19 41 19 13 split_gain=1.5124 0.573085 0.484822 0.265611 0.238238 0.229753 0.126978 0.134206 0.219741 0.128662 0.128439 0.126756 0.120107 0.095175 0.0892069 0.0804911 0.0770042 0.0755709 0.0717552 0.0547194 0.0693161 0.050634 0.0430577 0.0366446 0.0315144 0.131688 0.0292545 0.0289911 0.0275784 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=1 11 13 -4 5 12 7 8 10 16 15 14 18 17 -1 19 23 -2 -3 20 22 -17 -7 -10 -21 -26 -12 -16 -18 right_child=2 4 3 -5 -6 6 -8 -9 9 -11 26 -13 -14 -15 27 21 28 -19 -20 24 -22 -23 -24 -25 25 -27 -28 -29 -30 leaf_value=-0.00023326010679327962 -0.00026558225348825626 -0.00025568211027934525 0.00065748033921193166 8.3593656656820713e-05 -0.00033198071349683112 0.00047282169115403115 -0.00045820245667065686 -7.8940604377829467e-05 0.00020662723377146502 0.00084520897803318023 0.00074617019010211276 -4.2843484027952826e-05 0.0015383968667935883 -0.0020211358843119451 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0.000954144 0.000869485 -0.00011191 -8.2605e-06 internal_weight=0 755598 59948 56128 296484 282440 178677 175402 156161 98578 57583 459114 103763 3820 279344 53089 96252 3397 103276 49752 41295 3337 34852 53850 8457 423 4494 190525 42402 internal_count=815546 755598 59948 56128 296484 282440 178677 175402 156161 98578 57583 459114 103763 3820 279344 53089 96252 3397 103276 49752 41295 3337 34852 53850 8457 423 4494 190525 42402 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=30 num_cat=0 split_feature=4 19 4 5 19 12 17 4 38 32 35 5 4 12 5 4 36 19 4 31 28 30 4 36 18 35 4 4 36 split_gain=40.9626 9.75917 6.21705 3.72017 3.14062 2.46682 2.16653 2.01795 1.66031 1.57029 1.55334 1.55275 1.45137 1.69462 1.32945 3.792 1.52299 1.3339 1.09038 0.993913 0.989315 1.04775 0.93345 0.880923 0.876582 0.861228 0.823612 0.745041 0.698868 threshold=20.500000000000004 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 36.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 67.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 47.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 59.500000000000007 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 left_child=2 6 14 5 24 -3 8 23 9 12 18 -6 19 -14 15 17 -17 -1 -8 20 21 -2 26 -5 -4 -13 -7 -20 -19 right_child=1 3 4 7 11 22 10 -9 -10 -11 -12 25 13 -15 -16 16 -18 28 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.00032661134605359581 0.0026761640535043082 0.00064056109499830035 0.00036293562201833532 0.0050205032136906294 0.0045258777386700836 0.0086818063815096123 0.0028504627894554357 0.0082333876386932719 -0.004575952529519943 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0.00249208 0.00933371 0.00341617 0.000607619 0.00180917 0.00770388 0.0105672 -0.000947758 internal_weight=0 22532 793014 9224 23207 4689 13308 4535 11635 11262 1673 8514 10985 526 769807 163220 8881 154339 1289 10459 10086 9799 4336 3362 14693 4715 1941 221 52286 internal_count=815546 22532 793014 9224 23207 4689 13308 4535 11635 11262 1673 8514 10985 526 769807 163220 8881 154339 1289 10459 10086 9799 4336 3362 14693 4715 1941 221 52286 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=30 num_cat=0 split_feature=3 27 36 38 3 37 3 23 12 23 24 3 9 29 3 3 6 3 3 3 19 8 27 3 6 23 3 17 3 split_gain=18.5302 26.2688 5.85721 4.53568 2.20789 1.57859 2.78741 1.51759 1.39755 1.36385 1.32217 1.10058 1.21674 0.881841 3.4881 1.17079 0.824201 0.565432 1.00555 0.641737 1.78566 0.622546 0.559365 1.13696 1.61095 0.584789 0.551133 1.11381 0.890856 threshold=13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 32.500000000000007 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 55.500000000000007 36.500000000000007 1.0000000180025095e-35 141.50000000000003 68.500000000000014 58.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 23.500000000000004 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 left_child=5 13 3 4 9 22 -7 10 -6 16 11 -4 17 15 -15 -2 -3 18 19 21 -21 -13 -1 25 -25 -24 27 -18 -28 right_child=1 2 7 -5 8 6 -8 -9 -10 -11 -12 12 -14 14 -16 -17 26 -19 -20 20 -22 -23 23 24 -26 -27 28 -29 -30 leaf_value=-3.0930749830121276e-05 -0.001552716080465377 0.003452327803649752 0.0018647889494835417 -0.0053903175188496581 -0.00080476277395826856 -0.0010337015299915705 0.0011331354350935516 0.00044933809055265335 0.0062953382462120665 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0.00790348 0.00382272 -9.96557e-05 -0.000214672 0.000472246 -0.000277204 0.00516742 0.00629247 0.00395306 internal_weight=0 61863 45002 20950 20463 753683 46025 24052 6149 14314 18264 17111 6954 16861 1345 15516 13208 6618 6518 5812 415 5397 707658 264687 22085 242602 4034 2094 1940 internal_count=815546 61863 45002 20950 20463 753683 46025 24052 6149 14314 18264 17111 6954 16861 1345 15516 13208 6618 6518 5812 415 5397 707658 264687 22085 242602 4034 2094 1940 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=30 num_cat=0 split_feature=3 0 22 20 0 0 5 0 3 36 3 3 3 36 15 0 20 0 0 35 15 0 0 5 3 9 36 3 0 split_gain=15.0095 18.9513 8.07602 6.59154 6.98788 3.63175 3.94104 3.35086 2.52709 1.97187 2.6108 1.80922 1.32058 1.30466 1.7746 1.19025 1.5915 1.13661 2.20559 3.61794 1.12037 0.951954 1.2436 0.896106 2.93478 1.00772 0.935465 0.858894 0.802646 threshold=13.500000000000002 1476878400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1489665600.0000002 1499947200.0000002 1.0000000180025095e-35 1470312000.0000002 78.500000000000014 1.0000000180025095e-35 47.500000000000007 39.500000000000007 75.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1472299200.0000002 1.0000000180025095e-35 1494936000.0000002 1493208000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1483617600.0000002 1486036800.0000002 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 1496750400.0000002 decision_type=2 2 2 2 2 2 2 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 7 -3 4 9 6 20 11 -9 10 -4 -2 -11 14 17 16 -10 18 -8 -20 -6 -12 -23 24 25 -1 -27 28 -19 right_child=1 2 3 -5 5 -7 13 8 15 12 21 -13 -14 -15 -16 -17 -18 27 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 leaf_value=-0.00031792700083161648 -0.0045056098254594194 0.00016026649627480375 0.0030675519988486027 0.0015615066770369892 0.010050162646120282 0.0021584935504171468 0.0062729080782365056 -0.0011666569178097239 0.0042216795765293328 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0.00402126 -0.000122908 -0.000334722 -0.000461005 -0.000945357 0.00529032 0.00397733 internal_weight=0 61863 43858 33617 20998 9729 8068 18005 16955 11269 6296 1050 4973 4273 2195 801 317 2077 1020 395 3795 965 298 753683 157890 145414 33160 1057 872 internal_count=815546 61863 43858 33617 20998 9729 8068 18005 16955 11269 6296 1050 4973 4273 2195 801 317 2077 1020 395 3795 965 298 753683 157890 145414 33160 1057 872 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=30 num_cat=0 split_feature=9 19 30 31 25 12 31 25 40 30 12 6 25 16 28 32 15 23 19 28 17 30 19 12 17 23 31 17 23 split_gain=0.147428 0.234196 0.100318 0.102373 0.0809515 0.0670101 0.0530437 0.0487572 0.0425091 0.0406551 0.0418538 0.0360393 0.0580861 0.0420443 0.0366708 0.0345673 0.0328553 0.0621397 0.0273921 0.0272117 0.0268126 0.0210525 0.0168719 0.0506883 0.019023 0.0150139 0.018649 0.0129091 0.0116958 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=6 7 3 4 5 -3 8 20 9 11 -11 -1 13 14 15 16 22 -18 27 -7 21 25 24 -24 -13 26 -2 -12 -9 right_child=1 2 -4 -5 -6 19 -8 28 -10 10 18 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=-8.1628366668279406e-06 9.8735878632356474e-07 -0.00034769744653273874 -0.0010070254714448269 -0.0012125321885737084 -0.00035677662061807814 0.00035215404974600054 -0.00011333987391908213 -0.00047855442101880479 -0.00018469258714988817 1.2343564307607567e-05 -0.00011483818140478495 0.0001054941872568669 -0.00021727623592720423 -4.7388470187196185e-05 -0.0001569547606812551 -0.00021597298789639485 -0.00027511521729485787 0.00015777752244347575 -0.00043636458633029818 -9.8812885865592079e-05 0.00017501187342775369 -0.00047732560864110861 -0.00062401117411108606 0.00026274406591830497 0.00033537361438511058 -0.00024054515238161454 -0.00038833603972341095 -0.00064024614638802184 -6.301997384599095e-05 leaf_weight=472195 27961 1467 614 456 1848 45039 51352 3084 13327 29213 34804 38324 7398 23148 5053 2939 5305 8844 3006 1379 6041 1134 665 21028 3973 3320 1287 474 868 leaf_count=472195 27961 1467 614 456 1848 45039 51352 3084 13327 29213 34804 38324 7398 23148 5053 2939 5305 8844 3006 1379 6041 1134 665 21028 3973 3320 1287 474 868 internal_value=0 0.000117446 0.000263445 0.000278987 0.000292663 0.000317726 -1.5392e-05 -5.23033e-05 -7.88142e-06 -4.29142e-06 -7.78023e-05 4.13446e-06 5.39019e-05 7.22602e-05 0.000104416 0.000120706 0.000133369 -4.53048e-06 -0.000146589 0.000338757 -1.89928e-05 -5.37677e-05 0.00016386 0.000235561 0.000127087 -3.90196e-05 -1.6144e-05 -0.000121898 -0.000387288 internal_weight=0 94498 50803 50189 49733 47885 721048 43695 669696 656369 67497 588872 116677 109279 86131 81078 78139 14149 38284 46418 39743 33702 63990 21693 42297 32568 29248 35278 3952 internal_count=815546 94498 50803 50189 49733 47885 721048 43695 669696 656369 67497 588872 116677 109279 86131 81078 78139 14149 38284 46418 39743 33702 63990 21693 42297 32568 29248 35278 3952 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=30 num_cat=0 split_feature=4 27 0 0 0 4 0 27 0 22 22 4 4 1 1 0 4 15 1 1 4 0 1 39 0 1 1 0 0 split_gain=26.0507 20.8489 17.3292 3.83954 3.73415 3.24166 9.15904 10.6976 4.72501 3.66329 3.2091 3.09585 2.91118 2.45317 2.16639 1.97666 2.90299 1.81301 1.75393 2.4506 2.54146 1.74039 1.66057 1.64714 2.62231 1.55564 1.57757 1.45898 1.40696 threshold=20.500000000000004 1.0000000180025095e-35 1476878400.0000002 1470312000.0000002 1489320000.0000002 13.500000000000002 1476792000.0000002 1.0000000180025095e-35 1491912000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 43.500000000000007 2.5000000000000004 3.5000000000000004 1472299200.0000002 36.500000000000007 1.0000000180025095e-35 14.500000000000002 6.5000000000000009 40.500000000000007 1470139200.0000002 7.5000000000000009 1.0000000180025095e-35 1497268800.0000002 3.5000000000000004 18.500000000000004 1499947200.0000002 1473249600.0000002 decision_type=2 2 2 2 2 2 2 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 15 3 21 11 -1 -7 -8 -9 -10 -6 22 25 -12 23 16 -2 -14 19 -13 -21 -3 -4 -11 -25 28 -27 -15 -5 right_child=1 2 4 12 10 6 7 8 9 14 13 18 17 27 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 leaf_value=-0.00013037190568148432 -0.002023674002904896 -0.002695541833740434 0.0032961392437148812 0.0012101010233683401 0.003645055116238919 -0.0021945065015274703 -0.0016166865786956617 0.0023403474707486202 0.0010866959504783153 0.0056909317979929458 0.0086442770731429124 0.0068985778412455449 0.0066244083957248652 0.015332927606826606 0.013236445626860913 -0.0029047366289772611 0.014056985088973307 -0.0072605290169854772 -0.0030166910652734019 0.0084317629566279858 0.027582617389659086 -0.01759015052631405 -0.0078711414735921689 0.017170314874477729 0.0021971196308732031 0.005645800628004031 -0.0075465816614173706 0.0072025081732056354 -0.0029443638167522016 leaf_weight=769807 310 153 2138 1434 880 6274 4978 7399 1000 2408 2980 3857 1081 1118 634 4620 176 103 163 164 120 161 142 334 180 663 105 275 1889 leaf_count=769807 310 153 2138 1434 880 6274 4978 7399 1000 2408 2980 3857 1081 1118 634 4620 176 103 163 164 120 161 142 334 180 663 105 275 1889 internal_value=0 0.00335294 0.00499952 0.000410248 0.00716641 -9.52675e-05 0.00106919 0.00227846 0.00390037 0.00643387 0.00915486 0.00557993 0.00104973 0.0102636 0.00793758 -0.00226659 0.00379977 0.00541651 0.00715818 0.00755869 0.0165237 -0.0103326 0.00260063 0.00678786 0.0119268 -0.00021409 0.00384215 0.0137279 -0.00115156 internal_weight=0 22532 17426 5589 11837 793014 23207 16933 11955 4556 5253 6584 5275 4373 3556 5106 486 1184 4304 4141 284 314 2280 2922 514 4091 768 1393 3323 internal_count=815546 22532 17426 5589 11837 793014 23207 16933 11955 4556 5253 6584 5275 4373 3556 5106 486 1184 4304 4141 284 314 2280 2922 514 4091 768 1393 3323 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=30 num_cat=0 split_feature=3 27 36 37 16 3 15 6 9 3 3 9 3 3 7 15 3 3 3 3 27 3 6 3 23 27 24 3 3 split_gain=9.50897 17.0715 4.31405 1.53493 1.40166 1.23659 1.16634 1.45143 3.72274 1.45483 1.38499 1.02485 1.07548 0.875431 0.777516 0.709924 1.01108 0.639668 0.581888 0.59885 0.57243 0.59822 0.671478 0.542093 0.535729 0.50746 0.505189 0.495975 0.545364 threshold=12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 115.50000000000001 112.50000000000001 1.0000000180025095e-35 22.500000000000004 33.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 68.500000000000014 32.500000000000007 43.500000000000007 44.500000000000007 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 41.500000000000007 45.500000000000007 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 left_child=3 14 4 20 6 25 7 8 23 13 -9 12 24 -10 -2 -14 27 -6 -15 -20 -1 -22 -23 -3 26 -5 -4 -17 -29 right_child=1 2 11 5 17 -7 -8 10 9 -11 -12 -13 15 18 -16 16 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 leaf_value=2.6951004760786566e-06 -0.0022005054617199333 -0.0032430745057647386 0.0013768149604264737 0.00044687756312289536 -0.0014350845339254998 0.00044398037948267853 -5.8384549347872193e-05 0.0049881751468990824 0.002644394306300982 0.014133632798825414 -0.0068231068035163505 -0.0016837087516238186 0.0025059720640324169 0.0058953151054632891 -0.00089391628013104707 0.00021698401891317626 -0.0078282269230787304 0.0043358191539925976 -0.0034028360271841532 0.0037772515163631629 -0.00023446756132599201 9.0356602768959864e-06 0.0012545824619361273 -0.010360491158446001 -0.00018097704515565694 -0.00101809412989161 -0.0013481293521225945 0.010111308437106866 0.0018376877558404121 leaf_weight=441031 7678 273 9644 2540 931 8159 984 5823 10315 121 101 1144 8930 1570 11195 1508 138 242 123 2089 235346 20693 5473 176 3973 34226 732 112 276 leaf_count=441031 7678 273 9644 2540 931 8159 984 5823 10315 121 101 1144 8930 1570 11195 1508 138 242 123 2089 235346 20693 5473 176 3973 34226 732 112 276 internal_value=0 0.00113145 0.00211218 -0.00010305 0.00312198 -0.000669734 0.00330501 0.00346574 0.00293217 0.00321528 0.0047868 0.00124394 0.00137625 0.00312156 -0.00142547 0.00212194 0.000435882 -0.000244497 0.004423 0.003378 -6.68131e-05 -0.000184036 0.00026956 -0.00603298 0.000806478 -0.000916886 0.00118458 0.00103738 0.00422595 internal_weight=0 68078 49205 747468 22748 44925 21575 20591 14667 14218 5924 26457 25313 14097 18873 10964 2034 1173 3782 2212 702543 261512 26166 449 14349 36766 10376 1896 388 internal_count=815546 68078 49205 747468 22748 44925 21575 20591 14667 14218 5924 26457 25313 14097 18873 10964 2034 1173 3782 2212 702543 261512 26166 449 14349 36766 10376 1896 388 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=30 num_cat=0 split_feature=4 0 37 4 4 0 37 0 0 30 34 22 0 0 26 0 25 22 37 0 35 0 0 37 4 0 0 4 4 split_gain=18.5924 8.59809 3.64669 2.93375 2.65288 7.75401 2.7031 2.2484 2.03843 1.8235 1.91733 1.79407 1.71115 2.80272 1.66644 1.49344 1.55568 1.43535 1.36528 1.32354 2.19205 1.36765 1.23169 1.22465 1.75497 2.0849 2.8551 1.34958 1.22376 threshold=21.500000000000004 1475668800.0000002 1.0000000180025095e-35 56.500000000000007 14.500000000000002 1486900800.0000002 1.0000000180025095e-35 1476187200.0000002 1480939200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1473768000.0000002 1470657600.0000002 1.0000000180025095e-35 1491912000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1494936000.0000002 1.0000000180025095e-35 1497096000.0000002 1482667200.0000002 1.0000000180025095e-35 8.5000000000000018 1489665600.0000002 1493812800.0000002 9.5000000000000018 33.500000000000007 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 left_child=4 3 9 12 23 7 17 -6 -4 10 11 -3 13 -2 15 28 19 -7 -15 20 -17 -21 -9 -1 -25 -26 27 -27 -13 right_child=1 2 8 -5 5 6 -8 22 -10 -11 -12 14 -14 18 -16 16 -18 -19 -20 21 -22 -23 -24 24 25 26 -28 -29 -30 leaf_value=-7.3368198769600869e-05 -0.0064657970630221037 0.0014768335162465363 0.0028399975157388656 0.0056436971194050133 -0.0021807225960015822 0.00026281739687335876 0.006772942645830499 0.00157083599816959 0.0080988464589354138 -0.0039622486330629595 -0.0028708356363438652 0.002602989650839238 -0.0038263263286101318 -8.68084955941442e-06 -0.0052362874402281118 0.0080276031620246067 -0.0022086933420172763 0.0034043988682663619 0.0049906944083966745 0.0015865374255323739 0.021080411293891058 0.0080471718118399396 -0.0012888704428379574 -0.00084699908746049552 -0.00037141114481428934 0.00075666117607741746 0.00098478983895680335 0.010563731442643219 0.0057794547316713961 leaf_weight=724662 538 2518 976 706 5147 2117 1809 4426 3011 337 451 3166 1689 1868 170 539 175 4646 772 493 169 977 2283 41795 5434 185 1940 581 1966 leaf_count=724662 538 2518 976 706 5147 2117 1809 4426 3011 337 451 3166 1689 1868 170 539 175 4646 772 493 169 977 2283 41795 5434 185 1940 581 1966 internal_value=0 0.0029719 0.00422174 -0.000380444 -7.671e-05 0.00104814 0.00333942 -0.000608481 0.0068115 0.00327973 0.00350945 0.00379231 -0.0012543 0.00011265 0.00455395 0.00477631 0.00686239 0.002421 0.00145326 0.00759124 0.0111433 0.00588044 0.000597709 -0.000106375 -0.000585372 0.000757955 0.00302587 0.00819518 0.00381985 internal_weight=0 20521 14948 5573 795025 20428 8572 11856 3987 10961 10624 10173 4867 3178 7655 7485 2353 6763 2640 2178 708 1470 6709 774597 49935 8140 2706 766 5132 internal_count=815546 20521 14948 5573 795025 20428 8572 11856 3987 10961 10624 10173 4867 3178 7655 7485 2353 6763 2640 2178 708 1470 6709 774597 49935 8140 2706 766 5132 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=30 num_cat=0 split_feature=4 0 19 4 4 0 19 1 1 0 0 1 4 1 1 0 0 6 1 37 1 0 36 0 0 0 37 1 0 split_gain=15.0598 6.96445 4.3841 2.37633 2.14883 6.28075 3.87985 2.07598 2.27529 1.85099 1.81087 1.922 1.60113 1.45112 2.76413 1.38603 2.2702 1.30254 1.84532 1.29113 1.25781 2.68558 1.50542 1.59841 1.19222 1.74782 1.11207 1.10949 1.06715 threshold=21.500000000000004 1475668800.0000002 1.0000000180025095e-35 56.500000000000007 14.500000000000002 1486900800.0000002 1.0000000180025095e-35 2.5000000000000004 35.500000000000007 1474113600.0000002 1490011200.0000002 3.5000000000000004 23.500000000000004 6.5000000000000009 3.5000000000000004 1473768000.0000002 1470657600.0000002 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1493035200.0000002 1.0000000180025095e-35 1494936000.0000002 1472126400.0000002 1471780800.0000002 1.0000000180025095e-35 2.5000000000000004 1493208000.0000002 decision_type=2 2 2 2 2 2 2 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 3 7 15 -1 9 27 -3 17 -6 12 -12 -4 14 -11 16 -2 -9 -19 -16 22 -22 23 28 25 -18 -5 -7 -8 right_child=1 2 10 26 5 6 20 8 -10 13 11 -13 -14 -15 19 -17 24 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-9.5737456885531153e-05 -0.0058192173047181654 0.0015707744515873374 -0.00046714997724504084 0.0026709965256930786 -0.0025209792674752811 0.00081033120938460023 0.008033753297782156 0.0048471105871303313 -0.0073174550120991876 1.9262774490749643e-05 0.006552543160154291 0.013543822132724238 0.0053522446708062802 -0.0052308862113829005 0.0033885708975932363 -0.0034436937300044469 0.0012928397056374483 0.0057144047625295753 0.020072127878665927 0.012796462080993895 0.0019758786187218185 0.016097526418225046 0.0022928569906173232 0.0035519873999552776 -0.00096907395605167238 0.0094897445709309913 0.011619847032584642 0.0047392957489937543 0.016675149746725907 leaf_weight=774597 538 6928 555 516 3393 4654 507 1401 133 7387 1869 498 3192 458 382 1689 1067 222 150 236 232 321 1175 634 1229 344 190 850 199 leaf_count=774597 538 6928 555 516 3393 4654 507 1401 133 7387 1869 498 3192 458 382 1689 1067 222 150 236 232 321 1175 634 1229 344 190 850 199 internal_value=0 0.00267471 0.00379957 -0.000342399 -6.9039e-05 0.000943323 0.00300547 0.00237484 0.00529748 -0.000547633 0.00585813 0.00802346 0.00449028 0.000243524 0.000556739 -0.00112887 0.000101385 0.00624378 0.0115038 0.00698123 0.00585503 0.0101731 0.00490558 0.00719659 0.00130793 0.00329123 0.00507933 0.00141709 0.0104695 internal_weight=0 20521 14948 5573 795025 20428 8572 8834 1906 11856 6114 2367 3747 8463 8005 4867 3178 1773 372 618 3068 553 2515 1340 2640 1411 706 5504 706 internal_count=815546 20521 14948 5573 795025 20428 8572 8834 1906 11856 6114 2367 3747 8463 8005 4867 3178 1773 372 618 3068 553 2515 1340 2640 1411 706 5504 706 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=30 num_cat=0 split_feature=4 3 4 3 4 3 4 3 4 19 3 4 3 0 19 4 3 3 4 19 0 4 3 3 4 4 4 3 19 split_gain=12.207 9.66505 8.40031 8.32521 8.50309 7.01693 14.9307 8.83665 13.1744 6.00872 5.37061 8.06573 4.72819 4.35522 4.06638 3.71822 3.52648 3.4443 5.7689 3.30342 4.61175 3.11301 3.1118 3.03524 3.0255 2.86164 2.78289 2.69535 2.63336 threshold=20.500000000000004 25.500000000000004 16.500000000000004 19.500000000000004 13.500000000000002 30.500000000000004 25.500000000000004 38.500000000000007 31.500000000000004 1.0000000180025095e-35 48.500000000000007 38.500000000000007 15.500000000000002 1476792000.0000002 1.0000000180025095e-35 11.500000000000002 23.500000000000004 63.500000000000007 48.500000000000007 1.0000000180025095e-35 1479643200.0000002 44.500000000000007 43.500000000000007 57.500000000000007 35.500000000000007 22.500000000000004 29.500000000000004 29.500000000000004 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 left_child=1 2 3 4 12 9 -7 -8 22 -2 24 -12 15 -6 -15 -1 19 21 -19 -4 -21 23 26 -13 -10 27 -9 -11 -26 right_child=5 -3 16 -5 13 6 7 8 10 25 11 17 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 28 -27 -28 -29 -30 leaf_value=-8.1427537555037828e-05 0.0028765420022049174 -0.0054789781799339382 0.0026199659473406817 -0.0040638349248550854 -0.00094734669819685185 -0.0053017611677625975 0.007169864118332623 -0.0070144754478067553 0.0042811988446422849 0.0080414078606057017 -0.006150010364073203 0.0069492846655096717 -0.0027848504057940452 0.0026165714738855183 0.0080072508878262019 0.0022448444835634512 -0.00053609613533003332 -0.0076769861589925381 0.003137124730125793 0.0014178476400889485 0.010980987517223678 0.01189258415488862 -0.011609691429294709 -0.0037791700988455352 0.007267373044592431 0.013725974782050921 0.0021562708729934814 -0.0069526505861979204 0.018631542175572519 leaf_weight=755043 3667 3284 3824 5199 1970 2872 3264 813 1397 1012 1145 810 6423 4124 2118 6934 1917 602 2732 793 1385 688 667 391 505 931 558 136 342 leaf_count=755043 3667 3284 3824 5199 1970 2872 3264 813 1397 1012 1145 810 6423 4124 2118 6934 1917 602 2732 793 1385 688 667 391 505 931 558 136 342 internal_value=0 -6.5214e-05 -4.27014e-05 -7.55255e-05 -4.88259e-05 0.00229521 0.00126272 0.0026177 0.00122256 0.00531144 0.00293353 0.00145111 -8.30331e-05 0.00315195 0.00444571 -6.02584e-05 0.00319789 0.00311745 0.00118449 0.0043905 0.00749909 0.00652904 -0.00600747 0.00345651 0.00714031 0.00960617 -0.00328196 0.00626511 0.011856 internal_weight=0 793014 789730 781811 776612 22532 16786 13914 10650 5746 8612 6368 768400 8212 6242 761977 7919 5223 3334 6002 2178 1889 2038 1201 2244 2079 1371 1148 847 internal_count=815546 793014 789730 781811 776612 22532 16786 13914 10650 5746 8612 6368 768400 8212 6242 761977 7919 5223 3334 6002 2178 1889 2038 1201 2244 2079 1371 1148 847 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=30 num_cat=0 split_feature=4 3 27 0 4 27 3 4 27 0 3 3 4 4 3 4 0 27 0 3 0 3 4 27 0 7 3 27 4 split_gain=10.0403 10.9675 10.5248 9.60929 9.4242 7.42093 6.47152 8.19275 7.84616 7.27899 6.87525 6.00282 10.6603 5.54343 4.7427 4.53531 3.81715 3.61575 4.12502 3.03401 3.13875 2.88581 3.01176 4.33428 4.19681 2.837 2.81207 2.57586 2.4682 threshold=23.500000000000004 29.500000000000004 1.0000000180025095e-35 1475668800.0000002 19.500000000000004 1.0000000180025095e-35 23.500000000000004 15.500000000000002 1.0000000180025095e-35 1490616000.0000002 18.500000000000004 35.500000000000007 29.500000000000004 13.500000000000002 48.500000000000007 36.500000000000007 1489320000.0000002 1.0000000180025095e-35 1476792000.0000002 38.500000000000007 1490875200.0000002 15.500000000000002 11.500000000000002 1.0000000180025095e-35 1491307200.0000002 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 36.500000000000007 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 left_child=1 4 -2 -4 6 -6 7 10 -9 -10 13 -5 19 21 28 -16 -7 -15 -19 -13 -21 22 -1 -24 26 -20 -25 -12 -14 right_child=2 -3 3 11 5 16 -8 8 9 -11 27 12 14 17 15 -17 -18 18 25 20 -22 -23 23 24 -26 -27 -28 -29 -30 leaf_value=-7.3284783159577064e-05 -0.0023252735188005291 -0.0063535455448382617 -0.00053480942422983835 0.009315298549679633 -0.0021516399458252401 0.0041133681288123584 -0.0041836906182691393 -0.0018353200366604712 0.0026560879006350354 0.010176491847027083 -0.00037146085482152644 0.00048849880228952992 0.0077975357247250425 -0.00088961211532299293 -0.007081650090492192 0.004647028372534257 0.01064354709830676 -0.00085757808208330533 0.0094040619106056083 -0.016057879128916697 -0.0021582610905170442 -0.0023316231735048191 -0.0017638318925874072 -0.0012316828862152583 0.0082372310627081471 0.0031912250164341893 0.0045203310320036374 -0.0053343305393457928 0.016650786848428349 leaf_weight=755043 3713 2752 3853 2758 1389 2630 3784 2342 4153 1865 1512 639 1750 1618 369 3095 1357 993 1622 330 320 5605 2107 1630 1421 1344 1776 3392 384 leaf_count=755043 3713 2752 3853 2758 1389 2630 3784 2342 4153 1865 1512 639 1750 1618 369 3095 1357 993 1622 330 320 5605 2107 1630 1421 1344 1776 3392 384 internal_value=0 -5.1518e-05 0.00238967 0.00368665 -2.97187e-05 0.00414301 -5.8107e-05 -3.8256e-05 0.00307555 0.00498669 -7.17127e-05 0.00537304 0.00379431 -4.80384e-05 0.00568221 0.00339764 0.00633595 0.00309332 0.0047211 -0.00440465 -0.00921499 -7.08624e-05 -5.42326e-05 0.00202036 0.00367217 0.0065888 0.00176761 -0.00380418 0.00939062 internal_weight=0 798335 17211 13498 795583 5376 790207 786423 8360 6018 778063 9645 6887 773159 5598 3464 3987 5577 3959 1289 650 767582 761977 6934 4827 2966 3406 4904 2134 internal_count=815546 798335 17211 13498 795583 5376 790207 786423 8360 6018 778063 9645 6887 773159 5598 3464 3987 5577 3959 1289 650 767582 761977 6934 4827 2966 3406 4904 2134 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=30 num_cat=0 split_feature=3 0 1 0 37 0 1 6 0 22 6 16 3 0 0 3 0 1 1 0 0 0 37 0 0 1 3 19 0 split_gain=2.89992 7.20318 6.01881 2.11814 2.01795 2.00313 2.41971 2.37019 2.1501 2.38729 1.51134 1.5142 1.32207 1.25524 1.68461 2.05942 1.26471 1.23561 1.26146 1.16099 7.29625 2.16818 1.13649 1.03865 1.37516 0.952588 0.831597 0.825069 1.75324 threshold=11.500000000000002 1480248000.0000002 2.5000000000000004 1470312000.0000002 1.0000000180025095e-35 1489320000.0000002 16.500000000000004 1.0000000180025095e-35 1499947200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 39.500000000000007 1483963200.0000002 1480939200.0000002 36.500000000000007 1486900800.0000002 96.500000000000014 3.5000000000000004 1493294400.0000002 1494936000.0000002 1493640000.0000002 1.0000000180025095e-35 1482148800.0000002 1491048000.0000002 10.500000000000002 35.500000000000007 1.0000000180025095e-35 1490184000.0000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 3 4 12 10 6 13 -8 9 -7 23 19 -2 14 -4 -16 -15 18 -5 -12 21 -21 -1 -3 -25 -20 -10 28 -11 right_child=1 2 5 17 -6 8 7 -9 26 27 11 -13 -14 16 15 -17 -18 -19 25 20 -22 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=-2.9050768166210889e-05 -0.0030966517962040651 0.0018311352964117556 -0.00080713705025199384 -0.00066708246346049648 0.0024578173903863371 -0.00061288303596725483 -0.01059653916461982 0.0074348435602150861 -0.00085373245528899135 0.016513698033973453 0.0013167099794332523 -0.0012890007255568466 -0.011452586971753246 -0.0013602182539307079 0.0040274613637137973 0.012586463774243993 0.0037489023604184626 -0.010487649165338181 0.0021406719252248419 0.026382858659858812 0.0013014284953819326 0.011177179006132947 -0.00055444403553096323 -0.0010362386181616845 0.00059790681840315703 -0.0016338195633445005 0.0061598572719825107 0.0081176120619816921 0.0041295941715798904 leaf_weight=696573 1030 2990 450 24363 6067 490 269 100 753 124 3062 1266 232 1062 1123 375 891 122 2957 131 1686 330 43758 9634 11063 864 218 2099 1464 leaf_count=696573 1030 2990 450 24363 6067 490 269 100 753 124 3062 1266 232 1062 1123 375 891 122 2957 131 1686 330 43758 9634 11063 864 218 2099 1464 internal_value=0 0.000591602 0.00137922 -0.000624318 0.000793754 0.00363137 0.00203004 -0.00570999 0.00495959 0.00594493 0.000459032 0.00181293 -0.00463277 0.00276218 0.00455829 0.00617007 0.000970671 -0.000445604 -0.000402135 0.00256683 0.00434971 0.0154981 -6.01047e-05 8.89355e-05 -0.000162752 0.00128719 0.000720894 0.00681646 0.00509661 internal_weight=0 75215 45647 29568 36229 9418 4270 369 5148 4177 30162 6475 1262 3901 1948 1498 1953 28306 28184 5209 2147 461 740331 23687 20697 3821 971 3687 1588 internal_count=815546 75215 45647 29568 36229 9418 4270 369 5148 4177 30162 6475 1262 3901 1948 1498 1953 28306 28184 5209 2147 461 740331 23687 20697 3821 971 3687 1588 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=30 num_cat=0 split_feature=4 27 0 0 29 0 0 4 0 4 0 21 17 4 0 27 5 0 0 27 4 0 0 36 5 21 4 0 0 split_gain=7.65443 9.57984 7.15527 2.15289 3.73512 1.86016 1.70686 1.85226 1.87559 1.6179 1.38206 1.24967 1.04769 0.938283 3.45514 5.89314 1.40844 1.3969 1.38408 0.939166 1.07598 3.83835 2.57727 2.69508 1.3824 0.886093 0.784901 0.781002 1.73295 threshold=21.500000000000004 1.0000000180025095e-35 1475668800.0000002 1472299200.0000002 1.0000000180025095e-35 1488974400.0000002 1470312000.0000002 43.500000000000007 1473768000.0000002 25.500000000000004 1470139200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 1490443200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1470657600.0000002 1500552000.0000002 1.0000000180025095e-35 9.5000000000000018 1490443200.0000002 1495368000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1492603200.0000002 1496145600.0000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 3 6 4 -2 9 10 8 -8 -4 -3 -7 -9 19 17 -16 18 -15 -17 26 24 -22 23 -23 -21 27 -1 -18 -29 right_child=1 2 5 -5 -6 11 7 12 -10 -11 -12 -13 -14 14 15 16 25 -19 -20 20 21 22 -24 -25 -26 -27 -28 28 -30 leaf_value=4.6310155777426639e-05 -0.00073403905566545502 -0.00060060626604187663 0.00078919024738954065 -0.002835328762600205 0.020465325930748474 0.0063674123836932953 0.00086857144932879883 0.0028391614986465908 -0.0041769783078468162 0.0042727512218702374 -0.014321163115336709 0.00067904161963057018 0.013617948383092882 -0.0050191664174597762 -0.0021290823840199933 0.0074514747366067162 -1.9791329350380824e-05 -6.6045249374341891e-05 -0.00072932996331377242 -0.00056321787352030597 -0.00039876810324694943 0.0078180055668435316 0.00069202029759271328 0.001938686464212211 -0.00010140026556451753 -0.0012545583333740844 -0.00082763771878166721 0.0082476219073073075 0.0020226748502504008 leaf_weight=442144 340 142 1853 4136 110 4440 1981 918 1173 4753 152 423 100 595 1941 1724 447 13228 235 95084 16077 1388 3977 1779 203627 423 10521 772 1063 leaf_count=442144 340 142 1853 4136 110 4440 1981 918 1173 4753 152 423 100 595 1941 1724 447 13228 235 95084 16077 1388 3977 1779 203627 423 10521 772 1063 internal_value=0 0.00190688 0.00306598 -0.00212065 0.00444803 0.00438829 -0.000329806 0.000189163 -0.00100791 0.0032956 -0.00769423 0.00587262 0.00389798 -4.92199e-05 0.000619742 0.00250116 0.00442811 -0.000279248 0.00647011 -6.68621e-05 -0.000197431 0.00045827 0.00238697 0.00451541 -0.000248403 0.00294926 2.59976e-05 0.00372849 0.00464156 internal_weight=0 20521 15935 4586 450 11469 4466 4172 3154 6606 294 4863 1018 795025 20428 6605 4664 13823 1959 774597 321932 23221 7144 3167 298711 2705 452665 2282 1835 internal_count=815546 20521 15935 4586 450 11469 4466 4172 3154 6606 294 4863 1018 795025 20428 6605 4664 13823 1959 774597 321932 23221 7144 3167 298711 2705 452665 2282 1835 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=30 num_cat=0 split_feature=4 3 4 3 4 3 4 3 4 3 3 4 4 3 19 0 19 4 3 4 4 3 37 3 4 19 0 3 5 split_gain=6.20009 8.04304 6.31008 5.78734 9.60303 6.27483 9.32239 5.70958 5.90459 4.41786 4.41631 4.58844 4.36783 3.47572 3.39999 3.36586 4.31827 2.90201 2.75395 4.58119 2.5895 2.69468 2.51018 2.26677 3.03711 2.3118 2.12935 2.77841 2.48063 threshold=21.500000000000004 26.500000000000004 17.500000000000004 31.500000000000004 25.500000000000004 38.500000000000007 32.500000000000007 20.500000000000004 14.500000000000002 16.500000000000004 48.500000000000007 38.500000000000007 12.500000000000002 43.500000000000007 1.0000000180025095e-35 1476792000.0000002 1.0000000180025095e-35 28.500000000000004 63.500000000000007 48.500000000000007 42.500000000000007 58.500000000000007 1.0000000180025095e-35 69.500000000000014 51.500000000000007 1.0000000180025095e-35 1491912000.0000002 14.500000000000002 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 left_child=1 2 7 14 -5 -6 13 8 9 12 -8 -12 -1 17 -2 -10 -17 -7 20 -20 21 -13 -4 25 -25 -21 27 -14 -29 right_child=3 -3 22 4 5 6 10 -9 15 -11 11 18 26 -15 -16 16 -18 -19 19 23 -22 -23 -24 24 -26 -27 -28 28 -30 leaf_value=-5.2267505420770441e-05 0.0027751792772424265 -0.0049360704772861246 0.001986159215298584 -0.0056095361459412903 0.0057821918801559341 -0.007497818441244245 0.0065872240872025438 -0.0033626462930393432 -0.0011318674830751898 -0.0026831063604351134 -0.0049814990497830417 0.0040879435728887808 -0.0012972872048468496 -0.0095573591134136947 0.0083205831160217628 0.0020556346943985718 0.0081234605101534584 0.0013373090174171587 -0.007404659280845079 0.0029625203951211751 0.0087546490705358287 -0.0097031880822558859 0.0066144963569845453 -0.010080015944495918 0.0023395167790302282 0.021071145280462798 0.0058628941851908839 0.0088502661368693222 0.0015929566386184938 leaf_weight=761088 3115 3347 5220 2043 2999 584 1826 5168 1581 6337 1065 710 1859 929 1714 3420 1785 1023 602 167 1002 177 1511 216 2227 122 1582 704 1423 leaf_count=761088 3115 3347 5220 2043 2999 584 1826 5168 1581 6337 1065 710 1859 929 1714 3420 1785 1023 602 167 1002 177 1511 216 2227 122 1582 704 1423 internal_value=0 -4.42979e-05 -2.36169e-05 0.00171619 0.000784592 0.00174167 0.000603878 -4.97603e-05 -2.78041e-05 -5.35868e-05 0.00225792 0.00100071 -3.18518e-05 -0.00468827 0.00474346 0.0029091 0.00413653 -0.00187347 0.00222052 0.000492092 0.00527111 0.00133594 0.00302515 0.00223215 0.00124143 0.010607 0.00275877 0.00152677 0.003995 internal_weight=0 795025 791678 20521 15692 13649 10650 784947 779779 772993 8114 6288 766656 2536 4829 6786 5205 1607 5223 3334 1889 887 6731 2732 2443 289 5568 3986 2127 internal_count=815546 795025 791678 20521 15692 13649 10650 784947 779779 772993 8114 6288 766656 2536 4829 6786 5205 1607 5223 3334 1889 887 6731 2732 2443 289 5568 3986 2127 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=30 num_cat=0 split_feature=23 10 27 7 36 15 40 37 30 25 19 19 21 22 17 19 39 36 27 7 41 17 17 17 17 25 19 15 35 split_gain=0.0449171 0.0745537 0.0371294 0.0781123 0.0485929 0.0474962 0.0316456 0.0277306 0.0759002 0.0311728 0.0595628 0.0272566 0.0218667 0.0188776 0.018432 0.0185366 0.0140118 0.0137909 0.0228536 0.0131397 0.0314749 0.0723379 0.0139616 0.0135165 0.010275 0.0101311 0.0100729 0.009003 0.0107629 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=1 2 3 7 5 6 12 14 9 -9 -11 -5 16 -6 15 -1 -4 24 -19 20 22 -22 -15 -21 -3 -13 -10 28 -17 right_child=-2 17 4 11 13 -7 -8 8 26 10 -12 25 -14 19 -16 27 -18 18 -20 23 21 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-9.8051394297672882e-05 4.2822809080065644e-05 3.6504475496453878e-05 3.2510285077658791e-05 2.4914490330453225e-06 -0.00018361136461537151 -0.0002935265876519396 -0.0002677536383479386 -0.0001304654339487214 -0.0024639116056802118 -0.0030631513756277317 -0.00042077685407071268 -0.00012116708027645139 -0.000675693434774864 -0.00019368728128279757 -0.00053176228986696525 -0.00016595637581639307 0.00010705585432795971 8.2707652290558521e-06 0.00034906428451513048 -1.1974003238516583e-05 -5.8881242202229851e-05 0.000903930229963308 -0.00071114658446506615 -0.00014678047697746122 -0.00034309118291377431 5.6827211414498894e-05 -0.0013758409934473362 -8.8471312313031787e-05 -0.00034776818289054931 leaf_weight=45538 188367 174793 56042 103178 9720 4090 2974 2875 118 108 406 29468 399 11579 1171 6261 45838 4144 3747 90472 9398 851 546 8104 716 3587 305 3967 6784 leaf_count=45538 188367 174793 56042 103178 9720 4090 2974 2875 118 108 406 29468 399 11579 1171 6261 45838 4144 3747 90472 9398 851 546 8104 716 3587 305 3967 6784 internal_value=0 -1.28614e-05 -3.50258e-05 -6.64184e-05 -8.3741e-06 4.08142e-05 5.38062e-05 -0.000154356 -0.000416348 -0.000258703 -0.000975984 -2.2826e-05 6.31563e-05 -4.95342e-05 -0.000138683 -0.000131324 6.60499e-05 4.07704e-05 0.000170095 -3.87593e-05 -0.000107943 2.10634e-05 -0.000216989 -2.30565e-05 3.49559e-05 -0.000101852 -0.00167937 -0.00022039 -0.000260507 internal_weight=0 627179 443779 203766 240013 109343 105253 67533 3812 3389 514 136233 102279 130670 63721 62550 101880 183400 7891 120950 22374 10249 12125 98576 175509 33055 423 17012 13045 internal_count=815546 627179 443779 203766 240013 109343 105253 67533 3812 3389 514 136233 102279 130670 63721 62550 101880 183400 7891 120950 22374 10249 12125 98576 175509 33055 423 17012 13045 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=30 num_cat=0 split_feature=4 3 4 3 4 3 4 3 4 1 3 4 3 3 4 0 0 1 3 4 4 37 3 3 0 0 3 3 0 split_gain=5.05639 8.66927 7.58869 5.90367 6.68649 4.29276 5.29503 5.2564 4.73468 3.47604 3.31467 3.44249 5.5807 4.59397 5.89924 3.72574 3.21733 2.79414 2.5997 5.53236 2.98569 2.46128 2.09993 2.00739 2.00419 1.97166 1.86446 1.84933 1.8288 threshold=23.500000000000004 28.500000000000004 19.500000000000004 34.500000000000007 28.500000000000004 23.500000000000004 15.500000000000002 17.500000000000004 12.500000000000002 1.5000000000000002 38.500000000000007 34.500000000000007 43.500000000000007 53.500000000000007 40.500000000000007 1491912000.0000002 1491912000.0000002 1.5000000000000002 68.500000000000014 51.500000000000007 46.500000000000007 1.0000000180025095e-35 14.500000000000002 40.500000000000007 1494417600.0000002 1490443200.0000002 61.500000000000007 45.500000000000007 1481371200.0000002 decision_type=2 2 2 2 2 2 2 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 -2 23 6 7 8 22 -4 -6 12 -12 -13 -15 -14 -10 -8 20 -20 26 -18 -1 -5 -23 -19 -16 -17 -11 right_child=3 -3 9 4 10 -7 17 -9 16 28 11 13 15 14 18 27 21 25 19 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 leaf_value=-3.6569488949032916e-05 0.0050491422615211229 -0.0049485411275888127 0.0019518605930650594 -0.0025318837036475144 0.0073130217715334988 -0.0035135165185664128 0.0011729130457448487 -0.0027337615989213365 0.0010860030391203733 0.0034754402486324113 0.0026244682151175033 0.0062125205132626503 -0.0096447987389858894 -0.0084929737342510584 0.0046344840382574878 0.013357159467238301 0.0038679438152805635 0.0031847469293899721 -0.009759911967465949 0.0021150735277763529 0.0099282406300337453 0.02445667293844837 -0.0019660417434282287 -0.0094028425244383537 0.0084610080373150581 0.0088000385047786039 -0.0045883929501329091 -0.0023861190148015757 0.010191839205156601 leaf_weight=756543 4023 3577 3091 1797 966 3539 5531 7229 6152 664 1370 2133 980 616 627 106 2006 1896 475 2254 718 101 5683 557 349 933 337 252 1041 leaf_count=756543 4023 3577 3091 1797 966 3539 5531 7229 6152 664 1370 2133 980 616 627 106 2006 1896 475 2254 718 101 5683 557 349 933 337 252 1041 internal_value=0 -3.656e-05 -1.44525e-05 0.00169584 0.000672918 -3.85295e-05 -2.28916e-05 -4.97885e-05 -2.46178e-05 0.00395133 0.0017225 0.00117524 -0.00186183 0.00232389 0.000673912 -0.00645542 0.00230753 0.00248039 0.00195408 4.81559e-05 0.00504638 0.00536731 -5.09552e-05 -0.00415768 0.0120511 0.00503666 0.0014103 0.0022753 0.00757619 internal_weight=0 798335 794758 17211 13188 789962 786423 778063 770834 4796 10834 9868 2708 7160 5027 1338 8608 8360 4411 2729 1682 2456 762226 2354 450 2829 964 358 1705 internal_count=815546 798335 794758 17211 13188 789962 786423 778063 770834 4796 10834 9868 2708 7160 5027 1338 8608 8360 4411 2729 1682 2456 762226 2354 450 2829 964 358 1705 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=30 num_cat=0 split_feature=4 19 1 1 17 1 1 4 4 9 26 4 20 4 1 1 4 43 13 4 4 4 1 1 37 4 1 19 1 split_gain=4.18408 2.56309 1.79477 2.38669 1.93202 1.41065 1.33307 1.12819 0.90314 0.738056 0.732632 0.679898 0.519311 0.966404 0.732354 0.505417 1.31635 0.751786 0.803529 0.493069 0.819448 0.486806 1.05643 2.12983 0.867562 0.920831 2.33567 0.781217 0.620087 threshold=21.500000000000004 1.0000000180025095e-35 36.500000000000007 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 10.500000000000002 25.500000000000004 42.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 33.500000000000007 1.0000000180025095e-35 69.500000000000014 3.5000000000000004 2.5000000000000004 35.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 29.500000000000004 14.500000000000002 2.5000000000000004 10.500000000000002 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 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 left_child=21 2 3 10 7 8 19 -5 -3 -6 12 -8 -2 14 15 17 -17 18 -14 20 -7 24 -23 -24 -1 28 -27 -28 -26 right_child=1 5 -4 4 9 6 11 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 25 26 27 -29 -30 leaf_value=-2.1316829099309881e-05 -0.00040901529272989261 0.0014768182767440476 -0.0092172702576251743 -0.0034340001311477654 0.015424489590028923 0.0056117714586770518 -0.0040790505809709431 0.0045738286768485393 0.0043741233282050028 0.004960031055131005 -0.0055095165824500976 0.0044559482953378136 0.00081713866119433206 0.0073630124673639474 -0.0058062178222183696 0.0094552657058561487 -0.0042478641982735049 -0.0025910534215921543 0.0070086704258026031 0.0039196917675275661 0.011582301721178197 8.6038356571355875e-05 0.002829455538843173 -0.0036346934622854448 -0.00021838322712609251 -0.00063146144466776468 0.00028884503342968261 0.0041255145842952678 -0.0009921917775467244 leaf_weight=724662 5418 5253 188 235 195 607 200 700 1353 103 224 175 3490 228 167 207 106 613 223 466 370 16345 3486 597 18927 5565 748 1827 22868 leaf_count=724662 5418 5253 188 235 195 607 200 700 1353 103 224 175 3490 228 167 207 106 613 223 466 370 16345 3486 597 18927 5565 748 1827 22868 internal_value=0 0.00140983 0.000477214 0.000630254 0.0047959 0.00274908 0.00521582 0.00256117 0.00207023 0.0118076 0.000149152 -9.60511e-05 0.000270425 0.00100169 0.000699908 0.000934123 0.00481459 0.000653359 0.001189 0.00659624 0.00787287 -3.63902e-05 0.00044546 0.00188429 -4.90978e-05 -0.000452258 0.000520797 0.00301102 -0.00064177 internal_weight=0 20521 12097 11909 1233 8424 1818 935 6606 298 10676 375 10452 5034 4806 4639 313 4326 3713 1443 977 795025 20428 4083 774597 49935 8140 2575 41795 internal_count=815546 20521 12097 11909 1233 8424 1818 935 6606 298 10676 375 10452 5034 4806 4639 313 4326 3713 1443 977 795025 20428 4083 774597 49935 8140 2575 41795 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=30 num_cat=0 split_feature=4 27 3 4 3 4 3 3 4 4 27 3 4 27 3 3 3 4 27 22 1 3 22 27 12 4 1 3 4 split_gain=3.3891 7.22925 6.38093 7.73966 6.98585 7.32124 5.87025 4.53971 4.47537 4.29979 5.31636 4.41658 4.12942 4.6058 3.41936 3.15841 2.90019 2.87992 3.58846 2.71653 2.69738 2.55035 2.3977 2.19497 2.14378 2.05394 2.03879 1.96852 1.85411 threshold=21.500000000000004 1.0000000180025095e-35 30.500000000000004 25.500000000000004 37.500000000000007 31.500000000000004 26.500000000000004 48.500000000000007 36.500000000000007 17.500000000000004 1.0000000180025095e-35 20.500000000000004 14.500000000000002 1.0000000180025095e-35 41.500000000000007 16.500000000000004 16.500000000000004 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 32.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 28.500000000000004 1.5000000000000002 23.500000000000004 36.500000000000007 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 left_child=6 -2 19 21 24 14 9 28 -9 11 -11 12 15 -14 -6 17 -15 -1 -19 -3 -18 -4 -20 -13 -5 -26 -24 -12 -7 right_child=1 2 3 4 5 7 -8 8 -10 10 27 23 13 16 -16 -17 20 18 22 -21 -22 -23 26 -25 25 -27 -28 -29 -30 leaf_value=-3.71146708796689e-05 -0.0022298511769677939 0.00065452479968701547 0.00016597448370754303 2.9287587215260764e-05 -0.00069562126978838965 0.0049714567935031451 -0.0042118659599663898 -0.0077008864959213219 0.0020362705006871534 -0.0021854885586079938 0.0058213993062776956 0.00024977859468746451 -0.0015956923065081699 -0.00029188199591836044 -0.009291944576586348 -0.0022622488507502898 0.0040901887030198644 -0.0016834237211865337 -0.00047338758678180384 0.0080065436582116619 0.010755730637377045 -0.0073957279127191012 0.0031899304838468694 -0.0042775769374167006 0.0061609277697154763 0.013096502869029268 0.0085576398806721868 0.0017544364854319011 0.012220848725040331 leaf_weight=761088 4586 639 712 328 1062 1424 3347 526 4600 1780 2961 1515 1997 1136 820 6337 2884 1640 955 2354 769 1194 1812 3653 1115 692 1161 1990 469 leaf_count=761088 4586 639 712 328 1062 1424 3347 526 4600 1780 2961 1515 1997 1136 820 6337 2884 1640 955 2354 769 1194 1812 3653 1115 692 1161 1990 469 internal_value=0 0.00126885 0.00227575 0.00131343 0.00232972 0.00109751 -3.27512e-05 0.00258258 0.0010371 -1.5083e-05 0.00250161 -3.66639e-05 -1.73532e-05 0.00243871 -0.0044411 -3.89146e-05 0.00412104 -2.05371e-05 0.00224545 0.0064369 0.00549336 -0.004571 0.00388582 -0.00295038 0.00746689 0.00881694 0.0052861 0.00418673 0.00676753 internal_weight=0 20521 15935 12942 11036 8901 795025 7019 5126 791678 6731 784947 779779 6786 1882 772993 4789 766656 5568 2993 3653 1906 3928 5168 2135 1807 2973 4951 1893 internal_count=815546 20521 15935 12942 11036 8901 795025 7019 5126 791678 6731 784947 779779 6786 1882 772993 4789 766656 5568 2993 3653 1906 3928 5168 2135 1807 2973 4951 1893 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=30 num_cat=0 split_feature=4 3 4 3 3 4 3 4 4 9 3 4 3 4 1 1 3 1 3 1 3 4 4 3 1 4 1 15 4 split_gain=2.77243 4.95568 4.16815 4.20859 3.82229 6.58181 3.68713 3.78182 3.54809 2.69733 2.46901 4.95501 3.48244 4.5362 2.66183 2.78055 2.45238 2.44935 2.40732 2.26211 2.18115 4.42158 2.48934 2.18022 1.93661 1.89945 3.20811 1.75591 1.75557 threshold=20.500000000000004 24.500000000000004 16.500000000000004 19.500000000000004 30.500000000000004 24.500000000000004 34.500000000000007 29.500000000000004 13.500000000000002 1.0000000180025095e-35 43.500000000000007 34.500000000000007 53.500000000000007 40.500000000000007 2.5000000000000004 7.5000000000000009 39.500000000000007 2.5000000000000004 15.500000000000002 1.5000000000000002 68.500000000000014 51.500000000000007 45.500000000000007 15.500000000000002 11.500000000000002 10.500000000000002 2.5000000000000004 1.0000000180025095e-35 26.500000000000004 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 left_child=1 2 3 8 19 -6 -7 16 18 -3 14 -12 -13 -14 -9 -16 28 -10 25 -2 22 -22 -15 -19 -21 -1 -27 -28 -8 right_child=4 9 -4 -5 5 6 7 10 17 -11 11 12 13 20 15 -17 -18 23 -20 24 21 -23 -24 -25 -26 26 27 -29 -30 leaf_value=-4.2435194425107588e-05 0.0018265428033392456 -0.0019352485616494974 0.0024179132647334737 -0.0029394685693974023 -0.0049190063659879735 0.0053412163978943591 -0.0046627201117383551 0.0022919340710524363 0.0012389782162014742 -0.0076160941804047149 -0.0053001209009291743 0.0054505711859545768 -0.007772822195421485 0.00027155323458382899 0.01460907256702094 -0.00095057514263316998 -0.0069536414097669573 -0.0013147122637533091 -0.0019654643592346226 0.0068496961801049142 -0.0091259496592377368 0.001490190000060083 0.0079683147205432681 0.0078002409389161548 -0.0044730229360028743 0.00046818854312886157 0.0055070030252782655 -0.004382557876710662 0.00190159180160757 leaf_weight=748633 3668 3338 6995 4954 2090 1783 661 1676 6722 1115 1229 1745 616 819 407 160 946 340 6423 1914 475 2254 863 1150 164 11122 2025 197 1062 leaf_count=748633 3668 3338 6995 4954 2090 1783 661 1676 6722 1115 1229 1745 616 819 407 160 946 340 6423 1914 475 2254 863 1150 164 11122 2025 197 1062 internal_value=0 -3.10789e-05 -1.22935e-05 -3.40438e-05 0.00109382 0.000331794 0.00107854 0.000489958 -1.55101e-05 -0.00335769 0.00136349 0.00054149 0.00160164 0.000265578 0.00429562 0.0102183 -0.00286276 0.00205208 -3.76068e-05 0.00331996 0.00138815 -0.000357617 0.00422061 0.00572032 0.00595608 -2.13561e-05 0.00116123 0.00463021 -0.000616696 internal_weight=0 793014 788561 781566 22532 16786 14696 12913 776612 4453 10244 8001 6772 5027 2243 567 2669 8212 768400 5746 4411 2729 1682 1490 2078 761977 13344 2222 1723 internal_count=815546 793014 788561 781566 22532 16786 14696 12913 776612 4453 10244 8001 6772 5027 2243 567 2669 8212 768400 5746 4411 2729 1682 1490 2078 761977 13344 2222 1723 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=30 num_cat=0 split_feature=0 0 38 23 29 0 0 0 0 0 0 38 43 36 17 0 0 7 17 0 22 20 0 0 0 36 0 0 39 split_gain=0.249364 0.197067 0.147468 0.173538 0.162399 0.611449 0.348463 0.150623 0.199515 0.203966 0.188583 0.147007 0.17493 0.247167 0.137234 0.13576 0.244108 0.263589 0.222533 0.522119 0.157793 0.324941 0.242852 0.358475 0.119161 0.105306 0.194443 0.18432 0.148803 threshold=1470312000.0000002 1490443200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1472299200.0000002 1471780800.0000002 1476014400.0000002 1482667200.0000002 1481198400.0000002 1486555200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1494590400.0000002 1493294400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1493640000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1493899200.0000002 1494244800.0000002 1473249600.0000002 1.0000000180025095e-35 1493726400.0000002 1493812800.0000002 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 left_child=11 2 3 4 7 6 -6 24 9 -9 14 12 -1 -14 -10 16 -3 18 20 -20 -18 22 25 -24 -2 28 -27 -28 -22 right_child=1 15 -4 -5 5 -7 -8 8 10 -11 -12 -13 13 -15 -16 -17 17 -19 19 -21 21 -23 23 -25 -26 26 27 -29 -30 leaf_value=-0.00049268788714468379 -0.00010926889992609612 6.9700747726258731e-05 4.9420018537197667e-05 5.0985218479628649e-05 0.0014708580717658849 2.4691750024017741e-05 0.0057641612017947158 -4.9281835652592613e-05 -0.00027376546786694596 0.00028841612808272156 -3.9395006242697207e-05 0.00012148825554180461 -0.0027033509236247377 -2.4551694542472982e-05 -0.0010334392503491146 2.1650191190226863e-05 0.000114123597780263 0.00012210011427195563 0.0087764622136462158 0.0010931247710686876 0.000869857894558272 0.00020076449306421674 -0.00080880716806654347 0.0016726907872472053 -0.00036448967252217083 0.0017652851242729564 0.008493359328754068 0.0028696379193320354 0.0024849299915704667 leaf_weight=4910 36278 68541 169867 99192 582 6262 280 76053 45207 23385 52771 2517 948 541 2510 160591 3841 14506 113 407 1116 4046 992 1409 36902 377 107 128 1167 leaf_count=4910 36278 68541 169867 99192 582 6262 280 76053 45207 23385 52771 2517 948 541 2510 160591 3841 14506 113 407 1116 4046 992 1409 36902 377 107 128 1167 internal_value=0 5.81353e-06 -2.80181e-05 -6.26872e-05 -0.000102923 0.00036842 0.00286543 -0.000115218 -7.02879e-05 3.01352e-05 -0.000169662 -0.00052595 -0.000780615 -0.00173006 -0.000313726 7.80265e-05 0.000171603 0.000419201 0.000733712 0.00276277 0.000653676 0.000875516 0.00139101 0.000647432 -0.000237967 0.0020077 0.00317257 0.00543023 0.00169543 internal_weight=0 806630 549289 379422 280230 7124 862 273106 199926 99438 100488 8916 6399 1489 47717 257341 96750 28209 13703 520 13183 9342 5296 2401 73180 2895 612 235 2283 internal_count=815546 806630 549289 379422 280230 7124 862 273106 199926 99438 100488 8916 6399 1489 47717 257341 96750 28209 13703 520 13183 9342 5296 2401 73180 2895 612 235 2283 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=30 num_cat=0 split_feature=3 27 5 27 19 5 12 3 3 29 3 5 3 19 3 3 3 14 3 3 3 3 36 43 9 3 3 10 3 split_gain=0.71198 3.70799 2.90679 1.10414 1.07374 1.05551 1.00321 0.803321 0.797023 0.82049 1.76922 0.726494 0.716919 0.911371 0.656436 0.583793 0.540835 0.536455 0.481359 0.412796 0.746063 0.439434 0.401778 0.919927 0.442748 0.947491 0.439319 0.392781 0.376822 threshold=7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 94.500000000000014 10.500000000000002 1.0000000180025095e-35 39.500000000000007 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 36.500000000000007 35.500000000000007 144.50000000000003 1.0000000180025095e-35 60.500000000000007 126.50000000000001 98.500000000000014 85.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 75.500000000000014 1.0000000180025095e-35 56.500000000000007 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 left_child=3 5 6 -1 -5 8 15 12 -2 -10 -11 -6 -8 -14 -7 17 -9 -3 -15 20 21 22 23 -4 26 -26 27 -24 -25 right_child=1 2 19 4 11 14 7 16 9 10 -12 -13 13 18 -16 -17 -18 -19 -20 -21 -22 -23 24 28 25 -27 -28 -29 -30 leaf_value=6.1420840931818244e-05 -0.00010998510259164308 2.8272122050492559e-05 0.0012721838315861891 -6.4910444716224323e-05 -0.0008519330956052811 -0.00020658266427949252 0.00073157604937596605 -0.0045013470018011896 -0.0026636577194317536 -0.0015161292044138736 0.013276544378762975 -0.00024829654357234838 0.0012100093165736269 0.0023939341011909765 -0.0021885071479267478 -0.0032320352757260911 0.0033746985911295331 0.0051950965379691195 0.0053375036971329429 -0.0053311108786990684 0.0065191300677471479 -0.0052110337495029748 -2.7246143766848523e-05 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internal_count=815546 118792 83040 696754 269572 35752 31459 27425 7976 5588 479 82156 26958 20369 27776 4034 467 3509 10955 51581 51443 51260 51106 19257 31849 1105 30744 30617 10699 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=30 num_cat=0 split_feature=3 27 1 39 1 13 3 27 1 1 23 3 29 3 23 3 1 39 3 1 43 3 1 3 3 3 3 1 13 split_gain=0.576704 3.00347 2.6106 1.8267 1.61448 1.07521 0.962391 0.894357 0.937296 0.85496 0.779948 0.646955 0.785543 1.37631 0.583505 0.687306 0.964916 1.34695 1.33148 0.921271 0.699826 0.68751 0.651024 0.82346 0.661871 0.633707 0.733593 0.690409 0.553528 threshold=7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 138.50000000000003 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 39.500000000000007 1.0000000180025095e-35 10.500000000000002 10.500000000000002 1.0000000180025095e-35 73.500000000000014 6.5000000000000009 1.0000000180025095e-35 89.500000000000014 3.5000000000000004 36.500000000000007 53.500000000000007 13.500000000000002 38.500000000000007 15.500000000000002 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 left_child=7 9 3 -3 5 14 -7 -1 -9 -2 -10 -11 -13 -14 15 -4 18 25 22 20 -20 -22 24 -24 -17 27 -27 -18 -6 right_child=1 2 4 -5 28 6 -8 8 10 11 -12 12 13 -15 -16 16 17 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 leaf_value=5.5278756901307867e-05 -0.0003006185724918572 -3.351837393624737e-06 0.0008049308564046999 0.0014505946788620483 -0.010834603346714841 0.00012634516113452734 -0.010917294114234768 -5.0539383844359684e-05 -0.00062356270062250514 -0.00044104074860795169 8.0357792733771235e-05 -0.002662590420513305 -0.0015323777245707694 0.011948889918914699 0.00014252440573505999 0.0022629593173119377 0.0079965895588893984 0.004967556981088108 -0.0087049289070880477 0.0063979092836380013 -0.0063542973601593174 0.0047196980033602032 0.0030563656187271647 0.0060219059204755405 -0.0035918771197982861 -0.0037153939953908617 0.0017818674019562742 -0.0013227839595195967 -0.0012382292688542277 leaf_weight=427182 27776 53899 3848 10291 134 217 124 184329 64412 3440 20831 4147 286 103 1949 3608 143 476 193 100 106 119 4983 1153 204 868 337 179 109 leaf_count=427182 27776 53899 3848 10291 134 217 124 184329 64412 3440 20831 4147 286 103 1949 3608 143 476 193 100 106 119 4983 1153 204 868 337 179 109 internal_value=0 0.000203657 0.000533589 0.000229746 0.00156827 0.00167403 -0.00388952 -3.47221e-05 -0.000177344 -0.000562666 -0.000451544 -0.00147523 -0.00225954 0.00203721 0.00177789 0.00197323 0.00233377 0.000322925 0.00271861 -0.00222427 -0.00428699 -0.000497384 0.00297599 0.00361361 0.00194964 -0.00112491 -0.00217799 0.00281594 -0.00653006 internal_weight=0 118792 83040 64190 18850 18607 341 696754 269572 35752 85243 7976 4536 389 18266 16317 12469 2003 10466 518 418 225 9948 6136 3812 1527 1205 322 243 internal_count=815546 118792 83040 64190 18850 18607 341 696754 269572 35752 85243 7976 4536 389 18266 16317 12469 2003 10466 518 418 225 9948 6136 3812 1527 1205 322 243 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=30 num_cat=0 split_feature=3 5 19 12 37 35 3 3 3 28 30 3 7 38 3 3 7 3 3 3 3 3 35 16 5 14 3 3 5 split_gain=0.46713 1.12165 0.955801 0.761524 0.741194 0.507008 0.527784 1.05232 0.441531 0.535306 0.519944 0.423679 0.494779 0.383825 0.377015 0.501856 0.459887 0.483818 0.361999 0.348746 0.409021 0.411535 0.342869 0.34401 0.325474 0.316506 0.295085 0.974823 0.278775 threshold=7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 66.500000000000014 52.500000000000007 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 121.50000000000001 53.500000000000007 1.0000000180025095e-35 60.500000000000007 17.500000000000004 126.50000000000001 99.500000000000014 91.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 37.500000000000007 42.500000000000007 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 left_child=4 2 5 11 28 13 7 26 -5 10 -10 12 -4 14 15 25 17 -17 -14 20 21 22 -3 -24 -6 -2 -7 -28 -1 right_child=1 19 3 8 24 6 -8 -9 9 -11 -12 -13 18 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 leaf_value=-0.00014400200356770419 3.3553448452206172e-05 -0.0001244328216465592 -0.0028111472612181391 0.00043394770741825018 -0.00073629478064934787 0.0014208890324222349 -0.0038056343552307229 0.01097003317621446 0.0018112222017580494 -0.0033358713801684443 -0.0035881898080544527 -0.0033460195638209339 0.00073590905974278426 -0.0033630446532140271 0.0054729713201522832 -0.010645543229461553 -0.00031079835255077643 -0.0027630717526157421 0.0069858743513813593 -0.0042571210698821608 0.0040819619720693957 -0.0062330068715752288 0.00067277671454001899 -0.00054497942134154186 -0.000137987078639847 0.0036924916236057469 -0.00909981648260977 0.0033393902202887046 2.3903751705671503e-05 leaf_weight=121106 15820 64717 376 3947 20294 3318 200 113 12164 212 181 496 653 346 125 107 487 286 108 195 242 107 11168 2928 16472 240 112 144 538882 leaf_count=121106 15820 64717 376 3947 20294 3318 200 113 12164 212 181 496 653 346 125 107 487 286 108 195 242 107 11168 2928 16472 240 112 144 538882 internal_value=0 0.000183291 0.000619191 0.00115268 -3.12499e-05 0.000164877 0.0011975 0.0014689 0.00135651 0.0016465 0.00173206 -0.000907284 0.00015658 -6.56567e-05 1.19921e-06 -3.91769e-05 -0.0023644 -0.00490919 0.00162289 -3.33214e-05 -2.29169e-05 -3.55041e-05 -2.70901e-05 0.000419826 -0.000468239 8.82325e-05 0.0011685 -0.00210276 -6.9065e-06 internal_weight=0 118792 39435 18137 696754 21298 3887 3687 16504 12557 12345 1633 1137 17411 17065 16940 880 393 761 79357 79162 78920 78813 14096 36766 16060 3574 256 659988 internal_count=815546 118792 39435 18137 696754 21298 3887 3687 16504 12557 12345 1633 1137 17411 17065 16940 880 393 761 79357 79162 78920 78813 14096 36766 16060 3574 256 659988 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=30 num_cat=0 split_feature=1 1 23 10 1 35 1 1 1 35 1 1 37 20 1 37 37 1 1 1 1 1 18 1 1 36 29 1 1 split_gain=0.22802 0.160394 0.0489891 0.0614737 0.0585682 0.728014 0.0617809 0.0578812 0.0514249 0.158856 0.0545813 0.0801647 0.129781 0.0780231 0.0656402 0.145809 0.127886 0.0896947 0.069165 0.204852 0.121065 0.0644332 0.109556 0.0902688 0.061954 0.0612641 0.0831352 0.0746434 0.113937 threshold=138.50000000000003 291.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 94.500000000000014 1.0000000180025095e-35 88.500000000000014 27.500000000000004 72.500000000000014 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 40.500000000000007 22.500000000000004 24.500000000000004 31.500000000000004 7.5000000000000009 1.0000000180025095e-35 8.5000000000000018 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 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 left_child=2 -2 3 4 6 -6 8 -4 10 -10 11 13 25 -1 16 -16 -12 18 -17 -20 -21 -14 23 -23 -18 -13 -27 -28 -29 right_child=1 -3 7 -5 5 -7 -8 -9 9 -11 14 12 21 -15 15 17 24 -19 19 20 -22 22 -24 -25 -26 26 27 28 -30 leaf_value=-8.5027556569252489e-05 -0.0020408079377796829 0.0019143968059892299 4.9157294989333447e-05 3.7045339371363058e-05 -0.0010835825372527569 0.0062183923740126695 -0.0024136998255575855 -0.0011219234437581007 -0.00025128780556369132 0.0044089225988877927 -0.00021884352156452733 -0.00025755602732088642 0.00049990021001833308 4.2666859241378245e-06 -0.00023696061959827561 -8.1510071610208862e-05 -0.00100599543824566 -0.00084757267624784428 0.0064584175049436886 -0.00015066015619973625 0.0040095992988545591 -0.00066868226559541044 -0.0017026218570024582 0.00057233592407948664 -0.0026604207665675383 4.0982086318034251e-05 -0.00038390246189281131 0.0031339699620102101 -0.00060849505562699685 leaf_weight=204075 829 117 187875 183381 506 187 109 423 236 106 3544 7581 9546 187998 3919 129 995 147 102 202 107 851 346 1883 293 19478 188 278 115 leaf_count=204075 829 117 187875 183381 506 187 109 423 236 106 3544 7581 9546 187998 3919 129 995 147 102 202 107 851 346 1883 293 19478 188 278 115 internal_value=0 -0.00155163 1.80192e-06 -1.16446e-05 -3.18035e-05 0.000886792 -3.3243e-05 4.65265e-05 -3.26561e-05 0.0011931 -3.3605e-05 -2.84116e-05 0.000105956 -4.22112e-05 -0.000271504 -1.39042e-06 -0.000528984 0.00134242 0.00193859 0.00257263 0.00128995 0.000371582 -2.61192e-05 0.00018605 -0.00138235 -1.53831e-05 7.61425e-05 0.00125489 0.00203885 internal_weight=0 946 814600 626302 442921 693 442228 188298 442119 342 441777 432339 40266 392073 9438 4606 4832 687 540 411 309 12626 3080 2734 1288 27640 20059 581 393 internal_count=815546 946 814600 626302 442921 693 442228 188298 442119 342 441777 432339 40266 392073 9438 4606 4832 687 540 411 309 12626 3080 2734 1288 27640 20059 581 393 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=30 num_cat=0 split_feature=4 3 3 4 4 3 19 4 3 3 4 1 19 3 3 4 3 3 4 19 3 4 37 37 3 4 3 3 4 split_gain=2.00987 5.07213 3.67407 4.60309 3.0467 4.9437 3.30279 3.0864 3.28147 2.86834 2.76398 2.26698 2.25217 2.14248 2.06609 2.12018 2.50026 2.37331 2.58474 2.03067 1.83687 3.09404 1.75951 1.70772 1.65009 2.96597 1.62103 1.61489 2.65095 threshold=22.500000000000004 28.500000000000004 34.500000000000007 28.500000000000004 18.500000000000004 22.500000000000004 1.0000000180025095e-35 15.500000000000002 17.500000000000004 17.500000000000004 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 38.500000000000007 32.500000000000007 46.500000000000007 48.500000000000007 38.500000000000007 1.0000000180025095e-35 30.500000000000004 24.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 63.500000000000007 48.500000000000007 14.500000000000002 72.500000000000014 56.500000000000007 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 left_child=1 4 19 -4 5 7 -7 8 10 -9 26 13 -12 -11 -5 16 -16 -17 -19 -2 -21 -22 -6 -3 -20 -26 -1 -27 -29 right_child=2 23 3 14 22 6 -8 9 -10 11 12 -13 -14 -15 15 17 -18 18 24 20 21 -23 -24 -25 25 27 -28 28 -30 leaf_value=-1.5732934548170026e-05 0.0017312726537438196 -0.0029761329567907033 -0.0036732797790228382 0.0054530452560255255 0.0012788400016645106 -0.0013340661188757899 -0.0074726689228967434 -0.0020703500290425204 -0.0022061895572541854 0.0036672585089157759 0.00060054181536642586 0.0061234254768696593 0.0040039586035995299 -0.0015164434808361529 -0.00067716209214435847 0.0044624458600168683 -0.010175382272083908 -0.0041227840967850756 0.0036439934391193115 0.0090042923131975657 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2695 5223 3334 762226 2732 2258 internal_count=815546 796787 18759 13397 794092 787848 3723 784125 777687 6438 770834 5160 8608 3391 10834 9868 1754 8114 6288 5362 2005 1074 6244 2695 5223 3334 762226 2732 2258 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=30 num_cat=0 split_feature=3 27 5 6 5 27 5 22 12 3 6 3 3 3 16 3 3 29 3 3 43 3 3 3 3 16 3 3 3 split_gain=0.343725 2.21856 1.63341 0.855748 0.737194 0.652548 0.642194 0.701659 0.601755 0.674693 0.721464 0.819259 0.669097 0.647825 0.582745 0.577462 0.554335 0.51249 1.14576 0.510066 0.472232 0.424795 0.374397 0.32938 0.327378 0.315953 0.371191 1.0738 0.482285 threshold=7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 94.500000000000014 1.0000000180025095e-35 41.500000000000007 59.500000000000007 49.500000000000007 1.0000000180025095e-35 37.500000000000007 10.500000000000002 1.0000000180025095e-35 39.500000000000007 36.500000000000007 1.0000000180025095e-35 144.50000000000003 9.5000000000000018 81.500000000000014 35.500000000000007 1.0000000180025095e-35 60.500000000000007 55.500000000000007 69.500000000000014 decision_type=2 2 2 2 2 2 2 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 4 8 -4 16 -1 7 -7 20 10 25 15 13 -13 22 -12 -2 -18 -19 -6 24 -11 -5 -24 -3 26 27 -10 -28 right_child=1 2 3 14 19 6 -8 -9 9 21 11 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 leaf_value=5.0070998549313853e-05 -7.3505399313874293e-05 0.0004616102851454385 -8.5093929712283647e-05 -1.2759586752023056e-05 -0.0001457264334211965 8.8872313276096374e-05 -4.3669927022822714e-05 -0.00055281671013618578 0.0011190853257609539 -0.0043258681001826227 0.0021583164119182573 0.0056405636785405409 0.0019415955202510722 0.015374895487282728 -0.00085652551469785055 -0.0052652710289866839 -0.0021869986099831524 -0.0013259290382944876 0.010578335868646798 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27776 4034 467 7006 5508 3852 22834 21273 20436 837 internal_count=815546 118792 83040 51581 35752 696754 269572 85243 31459 27425 26958 4124 497 289 8390 3627 7976 5588 479 27776 4034 467 7006 5508 3852 22834 21273 20436 837 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=30 num_cat=0 split_feature=4 3 27 3 4 4 27 3 4 0 3 3 4 27 0 19 3 27 0 0 4 0 3 0 4 4 3 3 4 split_gain=1.63904 5.09098 3.84939 4.45453 5.59256 3.67721 3.93688 2.78312 4.60006 3.89561 3.45758 2.65183 2.6937 4.1172 4.32735 2.92327 2.75771 2.31882 2.12171 2.06097 2.01345 2.00511 1.91138 2.56633 2.0316 1.87447 3.22394 2.87027 2.7297 threshold=23.500000000000004 28.500000000000004 1.0000000180025095e-35 35.500000000000007 29.500000000000004 19.500000000000004 1.0000000180025095e-35 43.500000000000007 34.500000000000007 1491307200.0000002 48.500000000000007 22.500000000000004 15.500000000000002 1.0000000180025095e-35 1486900800.0000002 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 1489320000.0000002 1485691200.0000002 13.500000000000002 1472299200.0000002 38.500000000000007 1495713600.0000002 27.500000000000004 40.500000000000007 53.500000000000007 63.500000000000007 47.500000000000007 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 left_child=1 5 21 19 22 11 -7 -6 9 -9 -10 12 16 -14 -15 -16 20 -18 -8 -4 -1 -2 24 -24 -5 26 -12 -27 -29 right_child=2 -3 3 4 7 6 18 8 10 -11 25 -13 13 14 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 27 -28 28 -30 leaf_value=-2.3445021627211283e-05 0.0049463869813321671 -0.0037849588217307643 0.0027135359005012057 -0.004461985333017413 0.0054851044976776181 -0.0021056797437144343 0.0026810813651393498 -0.0095514995287909518 0.0091388269827164578 0.0045811915217520115 0.0024881620283720763 -0.0023312307694199189 -0.0018793924880414162 0.0009438927361916094 0.0038370726951808733 0.011279321572772359 0.00091186863193612206 -0.003992457690609295 0.0078238233576096248 0.007612938044772196 0.001883516702765816 -0.00267632680855194 -0.0095888074578214192 0.0038858528504943294 0.0052673817167296251 0.0062509439778003842 -0.0086620532535016531 -0.0079385549493733495 0.0015650324032255314 leaf_weight=767582 385 3577 1999 591 1653 1236 2339 683 604 273 564 4936 2069 3054 1349 867 1392 3136 1221 1505 5577 3328 815 171 337 1177 480 348 2298 leaf_count=767582 385 3577 1999 591 1653 1236 2339 683 604 273 564 4936 2069 3054 1349 867 1392 3136 1221 1505 5577 3328 815 171 337 1177 480 348 2298 internal_value=0 -2.08152e-05 0.000965516 0.00174989 0.000674217 -3.87376e-06 0.00275674 0.00182555 0.000884327 -0.0055157 0.00200266 -2.06339e-05 -6.10561e-06 0.00190075 0.00338483 0.00674882 -2.41005e-05 -0.00248477 0.00444493 0.00481787 -9.6896e-06 -0.00188593 -0.00418617 -0.00725192 -0.000928799 0.00111706 -0.00263837 0.00214261 0.000315127 internal_weight=0 798335 17211 13498 9994 794758 4796 8080 6427 956 5471 789962 785026 7339 5270 2216 777687 4528 3560 3504 773159 3713 1914 986 928 4867 1044 3823 2646 internal_count=815546 798335 17211 13498 9994 794758 4796 8080 6427 956 5471 789962 785026 7339 5270 2216 777687 4528 3560 3504 773159 3713 1914 986 928 4867 1044 3823 2646 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=30 num_cat=0 split_feature=4 27 0 0 42 12 0 0 4 1 1 0 6 1 4 1 0 19 0 0 0 6 0 4 0 4 19 4 0 split_gain=1.36857 2.88385 3.36353 1.84286 1.53819 1.40096 1.2792 1.50627 1.89484 1.23623 0.899708 0.88569 0.881387 0.952739 0.838971 1.01175 0.736886 0.735777 0.6713 1.86982 1.36769 0.899733 0.858981 1.243 2.24138 1.52921 0.969729 1.84832 1.81649 threshold=25.500000000000004 1.0000000180025095e-35 1475668800.0000002 1472299200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1473595200.0000002 1470657600.0000002 74.500000000000014 24.500000000000004 4.5000000000000009 1500984000.0000002 1.0000000180025095e-35 12.500000000000002 43.500000000000007 3.5000000000000004 1493294400.0000002 1.0000000180025095e-35 1478001600.0000002 1480248000.0000002 1479470400.0000002 1.0000000180025095e-35 1482148800.0000002 33.500000000000007 1481198400.0000002 38.500000000000007 1.0000000180025095e-35 45.500000000000007 1492776000.0000002 decision_type=2 2 2 2 2 2 2 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 -2 -3 7 -7 -9 10 11 18 13 16 15 -8 -12 -16 21 20 -20 -4 23 24 -21 -25 27 -24 -29 right_child=1 2 9 -5 -6 6 14 8 -10 -11 12 -13 -14 -15 17 -17 -18 -19 19 22 -22 -23 26 25 -26 -27 -28 28 -30 leaf_value=-1.745070496547186e-05 -0.0026113478201244709 -0.0063820786743040304 0.0034155711382627494 -0.0026299716470326671 0.011146560069051032 -0.0044089565032271192 -0.0064760722550510691 0.0017425369155162464 0.015254853399736541 -0.0055740090636159645 0.0038076248164538315 0.0095437306953086096 0.011261728985816646 -0.0029189269821490015 -0.0032454311490772731 0.0035946389143707378 0.010977691916319041 0.0064209827440697073 0.00012393311976076484 -0.0059789230950841321 -0.0095545218334814851 0.011905028360585372 0.0020493347749355015 0.017629357721602571 0.0083181050795633187 0.0053891360341590281 0.0037014741198520083 0.00050841956988148301 -0.012121809174371239 leaf_weight=801010 142 419 625 2719 190 366 617 1414 112 173 541 176 221 155 167 119 195 149 455 213 215 156 1886 138 226 392 1892 261 202 leaf_count=801010 142 419 625 2719 190 366 617 1414 112 173 541 176 221 155 167 119 195 149 455 213 215 156 1886 138 226 392 1892 261 202 internal_value=0 0.000961626 0.0016876 -0.00177118 0.00526215 -0.000971904 -0.00020191 0.00135244 0.00273427 0.00278879 0.0029708 0.00254174 0.0056088 0.00420667 -0.00299737 -0.00484779 0.0057073 0.00131247 0.00235673 0.00199086 -0.00298184 0.00511129 0.00263035 0.00531659 0.00138128 0.00857621 0.00201658 0.000659488 -0.00500196 internal_weight=0 14536 11485 3051 332 3363 2944 1892 1526 8122 7949 6837 1112 891 1052 736 736 316 6661 5880 670 781 5210 969 439 530 4241 2349 463 internal_count=815546 14536 11485 3051 332 3363 2944 1892 1526 8122 7949 6837 1112 891 1052 736 736 316 6661 5880 670 781 5210 969 439 530 4241 2349 463 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=30 num_cat=0 split_feature=4 27 0 0 15 7 4 0 0 0 37 4 19 4 0 37 4 0 0 4 19 0 0 0 0 19 4 6 0 split_gain=1.10854 2.33592 2.72446 1.49272 1.34794 1.24593 1.03684 0.909981 0.832472 0.921647 0.536689 0.523691 1.30984 0.557771 0.476198 0.471542 0.416151 0.38941 1.09772 0.792871 2.44215 0.579869 1.03053 1.5876 1.00018 1.20894 1.0989 0.711998 0.803785 threshold=25.500000000000004 1.0000000180025095e-35 1475668800.0000002 1472299200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 56.500000000000007 1501156800.0000002 1473768000.0000002 1470830400.0000002 1.0000000180025095e-35 35.500000000000007 1.0000000180025095e-35 31.500000000000004 1471953600.0000002 1.0000000180025095e-35 34.500000000000007 1491912000.0000002 1493640000.0000002 45.500000000000007 1.0000000180025095e-35 1478001600.0000002 1480248000.0000002 1479470400.0000002 1482148800.0000002 1.0000000180025095e-35 28.500000000000004 1.0000000180025095e-35 1476964800.0000002 decision_type=2 2 2 2 2 2 2 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 6 -2 8 17 9 -3 11 13 -13 -11 -12 -8 -6 21 -19 -20 -21 27 23 -23 25 26 -24 28 -4 right_child=1 2 7 -5 16 -7 15 -9 -10 10 14 12 -14 -15 -16 -17 -18 18 19 20 -22 22 24 -25 -26 -27 -28 -29 -30 leaf_value=-1.5705634417450959e-05 -0.0023502129666231782 -0.0040011770463776151 0.00010562333782468369 -0.0023669744883112864 -0.0032553816819563507 0.010031904018817985 0.0016187452493670457 0.010098590149033455 -0.0036143708701308593 -0.00015237363275848447 0.0072752576942245175 -0.0017597770198769529 0.011284560653842798 -0.0079814857370623452 0.0011425418195439808 0.0079567318792501205 -0.010699400636884902 0.0079767259138245738 0.0033986228258810315 -0.008524816124276682 0.0076829845490662954 0.0012097697432115403 7.7515408612679749e-05 -0.0083858936993656524 0.00108325910242601 0.0013337608960877479 0.010319212310273072 0.0097517705809425665 0.006964186837505615 leaf_weight=801010 142 397 436 2719 140 190 334 155 856 321 240 218 119 127 268 181 162 434 1605 220 161 546 138 252 2709 565 435 185 281 leaf_count=801010 142 397 436 2719 140 190 334 155 856 321 240 218 119 127 268 181 162 434 1605 220 161 546 138 252 2709 565 435 185 281 internal_value=0 0.000865463 0.00151884 -0.00159406 -0.000874714 0.00473594 -0.000245869 0.00250991 -0.00107362 0.000213294 0.0015073 -0.00013163 0.00284638 -0.00237179 0.00403989 0.00384627 -0.00724853 0.00236227 0.00342074 0.00242512 -0.00167585 0.00190049 0.00144994 -0.00182044 0.00212833 0.00461611 0.00785263 0.00422069 0.00279357 internal_weight=0 14536 11485 3051 3363 332 3061 8122 2546 1690 1293 785 337 448 508 515 302 7967 2420 1986 381 5547 4645 798 3847 1138 573 902 717 internal_count=815546 14536 11485 3051 3363 332 3061 8122 2546 1690 1293 785 337 448 508 515 302 7967 2420 1986 381 5547 4645 798 3847 1138 573 902 717 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=30 num_cat=0 split_feature=4 19 30 15 5 4 12 34 26 4 7 4 37 4 5 7 4 4 4 5 4 4 4 6 4 4 4 4 4 split_gain=0.930433 1.02892 0.627453 0.48899 0.472622 0.624961 0.474185 0.462062 0.486473 0.470985 0.460583 0.34909 0.3423 0.607475 0.915157 0.322138 0.252747 0.425036 0.36162 0.242304 0.224354 0.725663 0.321401 0.221578 0.930817 0.560007 0.657604 0.622932 0.430945 threshold=21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 48.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 92.500000000000014 1.0000000180025095e-35 34.500000000000007 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 42.500000000000007 54.500000000000007 34.500000000000007 1.0000000180025095e-35 74.500000000000014 61.500000000000007 54.500000000000007 1.0000000180025095e-35 49.500000000000007 31.500000000000004 29.500000000000004 33.500000000000007 26.500000000000004 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 left_child=12 3 4 7 6 -6 11 8 9 23 -11 -3 -1 19 -15 20 18 -18 -5 -14 21 22 -8 -2 25 26 28 -27 -25 right_child=1 2 -4 16 5 -7 15 -9 -10 10 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 leaf_value=6.2751530622476947e-07 0.00019876091383991821 -0.0040418637378024872 -0.0052239471416054162 -0.0018016355639688419 0.00038809943875953618 0.0042401667641452419 0.0021134413062361477 -0.0030431091826618357 -0.0042087760843275068 0.00094493673047946604 0.0097656797203752727 0.00258008408058873 -0.00063990202291149684 0.0012603906829802829 -0.00059367090997581207 0.004344788260225739 -0.0089129183545772882 -0.00013108480544317337 0.0028386891949992049 -0.00016699679075679152 0.0062568355727103328 -0.0051650071364861948 0.0073826821628680903 0.00065862575335831912 -0.003828360356352071 0.01081551207819509 -0.0047941831742363749 0.0030335157635010173 0.0055716503195737191 leaf_weight=740599 7792 192 136 1076 3543 478 2672 395 220 131 108 136 23818 5838 4894 882 116 105 199 19876 129 135 121 651 291 132 169 466 246 leaf_count=740599 7792 192 136 1076 3543 478 2672 395 220 131 108 136 23818 5838 4894 882 116 105 199 19876 129 135 121 651 291 132 169 466 246 internal_value=0 0.000664828 0.00151337 7.393e-05 0.00162392 0.000846017 0.00235698 0.000312768 0.00044265 0.000545124 0.00493088 -0.00129618 -1.71604e-05 -0.000259208 0.000414903 0.00266118 -0.00161853 -0.00474055 -0.00107738 -0.000424782 0.00217543 0.00199561 0.00234172 0.000437584 0.00138946 0.00230195 0.000927931 0.00475128 0.00200601 internal_weight=0 20521 8424 12097 8288 4021 4267 10601 10206 9986 239 328 795025 54426 10732 3939 1496 221 1275 43694 3057 2928 2793 9747 1955 1664 1066 598 897 internal_count=815546 20521 8424 12097 8288 4021 4267 10601 10206 9986 239 328 795025 54426 10732 3939 1496 221 1275 43694 3057 2928 2793 9747 1955 1664 1066 598 897 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=30 num_cat=0 split_feature=3 35 0 3 0 3 1 0 20 22 3 19 0 3 7 0 37 0 3 37 3 9 3 1 0 37 17 1 0 split_gain=0.246085 1.38583 1.21216 0.441791 0.180173 2.83877 2.74729 1.23093 1.33246 1.31075 1.18138 1.12144 1.3018 1.08427 1.42934 1.21642 2.17251 1.01741 0.999916 0.913068 0.765656 1.04737 0.712967 1.85667 1.08361 1.07322 0.706655 0.675248 0.662276 threshold=112.50000000000001 1.0000000180025095e-35 1472299200.0000002 141.50000000000003 1490443200.0000002 10.500000000000002 3.5000000000000004 1499947200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 1494936000.0000002 20.500000000000004 1.0000000180025095e-35 1493294400.0000002 1.0000000180025095e-35 1493812800.0000002 65.500000000000014 1.0000000180025095e-35 49.500000000000007 1.0000000180025095e-35 12.500000000000002 109.50000000000001 1470657600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1494590400.0000002 decision_type=2 2 2 2 2 2 2 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 22 -6 11 8 9 -8 28 20 13 14 15 19 17 -17 -14 -13 26 -22 -1 24 25 -24 -7 -21 -11 right_child=1 -3 3 -5 5 6 7 -9 -10 10 -12 12 18 -15 -16 16 -18 -19 -20 27 21 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=3.749927011022978e-06 0.0099667726853571916 -0.010128214091632018 -0.0053234008847711945 0.0014431598669415371 -3.9991821661897291e-05 0.0001217917718000384 -0.00026197652933337994 2.3453798794592707e-05 0.00084095901532179262 0.0070368182205129415 0.008990599154254415 -0.0002054290341752052 0.00034509201394470582 0.001036224796921791 0.0015117479587001183 0.023438120599305577 0.0031279896486902294 0.010692573782046869 0.0098722874953419762 0.0035824164960553853 -0.0013493631145881273 -0.011926216863670626 -0.0013318167423855163 -0.011782049321507632 -0.00026754832913310455 -0.0067312902210134966 0.0027813957824573843 0.01254827690561517 1.139241493410895e-05 leaf_weight=511083 109 157 195 191 231497 13173 279 692 647 252 1124 255 4387 1275 742 131 188 120 113 182 546 113 1508 143 44433 487 1081 156 287 leaf_count=511083 109 157 195 191 231497 13173 279 692 647 252 1124 255 4387 1275 742 131 188 120 113 182 546 113 1508 143 44433 487 1081 156 287 internal_value=0 -0.00194198 0.000654462 -0.00197518 1.55379e-06 7.07859e-05 0.00106697 0.00376995 0.00477134 0.00608079 0.00714491 0.000672146 0.00166527 0.00326061 0.00485932 0.00726619 0.0112564 0.0173446 0.00058433 0.00431222 0.000169425 -0.003163 -3.03823e-05 -0.000404959 -0.000369917 -0.00264988 0.000323492 0.00772051 0.00329601 internal_weight=0 652 495 386 814894 257240 25743 3281 2589 1942 1663 22462 7549 3049 1774 1032 439 251 4500 593 14913 659 557654 46571 46428 1995 14254 338 539 internal_count=815546 652 495 386 814894 257240 25743 3281 2589 1942 1663 22462 7549 3049 1774 1032 439 251 4500 593 14913 659 557654 46571 46428 1995 14254 338 539 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=30 num_cat=0 split_feature=3 6 3 3 1 1 3 3 1 1 22 1 6 19 1 3 3 20 1 3 3 3 1 3 1 1 19 3 3 split_gain=0.199329 1.12252 0.68138 0.421382 0.510853 0.139849 0.918221 0.159906 1.10609 0.474472 0.463371 0.419934 1.41572 1.85848 1.40248 0.822998 0.545414 0.483144 0.352761 0.327981 0.380627 0.403305 0.432763 1.03277 1.00029 0.621657 0.403878 0.326463 0.322757 threshold=112.50000000000001 1.0000000180025095e-35 121.50000000000001 163.50000000000003 1.5000000000000002 139.50000000000003 11.500000000000002 7.5000000000000009 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 43.500000000000007 17.500000000000004 51.500000000000007 1.0000000180025095e-35 19.500000000000004 10.500000000000002 75.500000000000014 31.500000000000004 5.5000000000000009 55.500000000000007 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 38.500000000000007 42.500000000000007 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 left_child=5 2 -2 4 -4 7 -7 9 27 -1 -10 17 15 14 -14 -13 18 19 -17 -12 21 -21 23 25 -24 -23 -26 -9 -29 right_child=1 -3 3 -5 -6 6 -8 8 10 -11 11 12 13 -15 -16 16 -18 -19 -20 20 -22 22 24 -25 26 -27 -28 28 -30 leaf_value=1.30477140103663e-05 -0.0065613738873175221 -0.0091153926815196965 0.00018058427303913049 -0.0016437017445762954 0.009428412618581206 0.00021991093434262153 -0.0080907264500400863 4.7868668024951094e-05 -0.00061719168145176406 -0.0002546602559327447 0.00065897331046814347 0.00041316676989744394 0.0043287675362992687 -0.0061835363501131727 0.017849999034574422 -0.0077401322926574454 0.0015831573320909927 0.00020626884753427305 -0.0029682809081648226 0.00180755379148007 -0.002099105166088717 0.0049169362246941186 -0.0044275752197870102 -0.0010654446499150558 0.0089803785789543053 0.011606148677159391 0.0025380411993914335 -0.001794807181851571 -0.00027942077131939177 leaf_weight=621972 105 157 112 150 128 763 161 94941 1721 74091 1964 1024 319 128 101 292 146 2574 330 4338 204 380 184 192 130 219 387 1790 6543 leaf_count=621972 105 157 112 150 128 763 161 94941 1721 74091 1964 1024 319 128 101 292 146 2574 330 4338 204 380 184 192 130 219 387 1790 6543 internal_value=0 -0.00174778 0.000589016 0.00251412 0.00511276 1.39841e-06 -0.00122815 2.79417e-06 0.000110486 -1.54479e-05 0.000924168 0.00112961 -8.25613e-05 0.00436539 0.0075803 -0.00144276 -0.00391733 0.00139791 -0.00520844 0.00178142 0.00214676 0.00229533 0.00371355 0.00531684 0.00190442 0.00736257 0.00415797 -4.80523e-06 -0.000604939 internal_weight=0 652 495 390 240 814894 924 813970 117907 696063 14633 12912 2340 548 420 1792 768 10572 622 7998 6034 5830 1492 791 701 599 517 103274 8333 internal_count=815546 652 495 390 240 814894 924 813970 117907 696063 14633 12912 2340 548 420 1792 768 10572 622 7998 6034 5830 1492 791 701 599 517 103274 8333 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=30 num_cat=0 split_feature=0 37 27 0 27 12 1 27 0 1 36 12 9 1 1 6 0 0 12 0 20 1 0 14 1 0 1 1 1 split_gain=0.153253 0.319834 0.138044 0.124694 0.255774 0.219932 0.213364 0.195539 0.234107 0.247118 0.332184 0.208291 0.206094 0.172731 0.184934 0.179575 0.136276 0.134308 0.127929 0.150395 0.125107 0.120566 0.12324 0.119107 0.114873 0.114347 0.140333 0.343827 0.274068 threshold=1470312000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1490443200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 1500552000.0000002 98.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 37.500000000000007 1.0000000180025095e-35 1476014400.0000002 1501156800.0000002 1.0000000180025095e-35 1490788800.0000002 1.0000000180025095e-35 13.500000000000002 1473249600.0000002 1.0000000180025095e-35 4.5000000000000009 1478606400.0000002 23.500000000000004 32.500000000000007 17.500000000000004 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 left_child=1 2 -1 4 -2 6 -6 -5 9 13 -11 -12 -10 -9 18 -16 21 -14 20 24 -15 22 -7 -8 -20 26 28 -28 -18 right_child=3 -3 -4 7 5 16 23 8 12 10 11 -13 17 14 15 -17 25 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=0.00015613830579648289 3.4310846799643415e-05 -0.0021487089963994565 -0.00068449139426258164 -2.212586315027389e-05 0.00010355037547748086 -0.00010800122080134692 -0.0019901963431969774 0.00014408759278605491 -4.87162252309517e-05 0.0071541402204814602 0.0042459901207692772 -0.001580333223900162 -0.0016250787031222046 0.00014966340461054466 -0.00017128529447095042 -0.0045217436340740892 9.8296906910212017e-05 -0.00016261913211005426 0.005281291164733898 0.00064786481665302304 -0.0022730588351018368 -0.0011090230496945117 -0.00043059765682161805 0.0013303256351532833 0.0015857153084719311 -0.00014718100491827632 0.0068134104049107427 0.00015888121458306883 -0.0045248703560033859 leaf_weight=4538 325107 948 3430 133241 50528 23713 723 98113 9871 118 102 154 1585 1353 325 134 21394 1040 113 10610 253 1773 23656 127 329 101749 107 283 129 leaf_count=4538 325107 948 3430 133241 50528 23713 723 98113 9871 118 102 154 1585 1353 325 134 21394 1040 113 10610 253 1773 23656 127 329 101749 107 283 129 internal_value=0 -0.000412318 -0.000205729 4.55751e-06 -2.23541e-05 -0.000104529 7.71192e-05 6.19999e-05 0.000152322 0.000198281 0.00276446 0.000741092 -0.000258143 0.000189652 0.000530469 -0.00144135 -0.000158537 -0.00104567 0.000601971 0.000723157 -0.000231998 -0.000299409 -0.000269105 -0.00149407 0.00253051 -0.000102556 0.000104653 0.00198461 7.05875e-05 internal_weight=0 8916 7968 806630 549289 224182 51378 257341 124100 111604 374 256 12496 111230 13117 459 172804 2625 12658 11052 1606 49142 47369 850 442 123662 21913 390 21523 internal_count=815546 8916 7968 806630 549289 224182 51378 257341 124100 111604 374 256 12496 111230 13117 459 172804 2625 12658 11052 1606 49142 47369 850 442 123662 21913 390 21523 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=30 num_cat=0 split_feature=4 3 3 4 27 4 27 3 4 27 3 3 4 27 22 27 27 4 3 39 4 27 22 39 1 4 12 1 1 split_gain=0.813346 3.49867 2.78224 3.90663 2.89897 2.54389 3.23979 2.53718 2.27094 2.85979 3.16871 2.12552 3.10688 2.16903 1.97848 1.78187 1.73149 1.51341 1.47182 1.45786 1.39505 2.31185 1.59022 1.60504 2.58108 1.34648 1.38372 1.34594 1.32395 threshold=21.500000000000004 25.500000000000004 32.500000000000007 25.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 19.500000000000004 14.500000000000002 1.0000000180025095e-35 16.500000000000004 38.500000000000007 30.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 16.500000000000004 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 27.500000000000004 1.0000000180025095e-35 2.5000000000000004 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 left_child=1 5 4 -4 -2 7 -7 8 18 -10 -11 13 -13 -5 -6 -3 -9 -18 20 -12 -1 -22 -23 24 -24 -15 -27 -25 -8 right_child=2 15 3 11 14 6 28 16 9 10 19 12 -14 25 -16 -17 17 -19 -20 -21 21 22 23 27 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215 1112 118 313 internal_value=0 -1.60444e-05 0.000621591 -9.20066e-05 0.00252155 -3.05618e-07 0.00205805 -1.59384e-05 1.03423e-06 0.00200898 0.00348213 0.000466929 -0.000166329 0.0029853 0.00387247 -0.00281215 -0.00192116 -0.00293467 -1.35086e-05 0.00529494 -1.87828e-06 0.00157523 0.00289187 0.00403224 0.00301904 0.00448002 0.00641185 0.00936063 0.0034496 internal_weight=0 795025 20521 14918 5603 790575 5959 784616 777688 5592 3926 13328 10650 2678 4142 4450 6928 4910 772096 2790 766656 5568 3928 2973 2498 2099 1327 475 4394 internal_count=815546 795025 20521 14918 5603 790575 5959 784616 777688 5592 3926 13328 10650 2678 4142 4450 6928 4910 772096 2790 766656 5568 3928 2973 2498 2099 1327 475 4394 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=30 num_cat=0 split_feature=3 1 0 0 3 0 16 3 3 0 0 1 3 3 3 3 0 3 3 0 3 27 22 0 1 39 0 0 12 split_gain=0.174359 0.681147 0.314969 0.376736 0.297032 1.05134 0.26036 0.260349 0.545011 0.523602 0.826449 0.732812 0.744905 0.549834 0.95723 0.379237 0.179976 0.167807 0.162424 0.114047 2.16167 4.24787 2.28173 2.16075 1.75568 1.02885 1.46976 5.56815 0.946566 threshold=70.500000000000014 9.5000000000000018 1471003200.0000002 1472126400.0000002 67.500000000000014 1478433600.0000002 1.0000000180025095e-35 141.50000000000003 112.50000000000001 1478606400.0000002 1475323200.0000002 4.5000000000000009 98.500000000000014 81.500000000000014 73.500000000000014 87.500000000000014 1473595200.0000002 96.500000000000014 77.500000000000014 1490443200.0000002 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1500552000.0000002 3.5000000000000004 1.0000000180025095e-35 1493294400.0000002 1494936000.0000002 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 left_child=4 2 17 -4 19 -6 7 8 9 10 16 12 13 14 -11 -15 -5 -2 -16 -1 -21 -22 -23 24 25 -24 -27 -28 -26 right_child=1 -3 3 6 5 -7 -8 -9 -10 11 -12 -13 -14 15 18 -17 -18 -19 -20 20 21 22 23 -25 28 26 27 -29 -30 leaf_value=-2.3962161709865847e-05 -0.0022012233708019013 0.0047981278076767928 0.0031613923564394256 -0.0037477155358785585 -0.00352651413759304 0.0086495961635534614 -0.0050829252098543191 0.0025026396111980159 -0.0060075750826178373 -0.0089917107589185044 0.0072057087049489064 0.0053443608323818651 0.0040202356799225502 -0.011390043591709913 0.0036507095778544776 -0.0042901032275403849 0.0010048267249574607 -0.0078558546970191514 -0.0014076512101866784 -3.9183389840195208e-05 -0.00098326612025737589 -0.00034710676477084628 0.0018579330818234115 -0.0012145518652242867 -0.0024403296718706509 -0.00039391166626893243 0.016204997217830489 0.0017085522140768286 0.006073101920226546 leaf_weight=555890 107 200 205 147 128 159 170 191 222 129 186 116 123 142 152 160 174 103 109 231497 7918 3814 8314 1457 140 435 391 822 1945 leaf_count=555890 107 200 205 147 128 159 170 191 222 129 186 116 123 142 152 160 174 103 109 231497 7918 3814 8314 1457 140 435 391 822 1945 internal_value=0 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0.520946 0.458759 0.446546 0.409574 0.399392 0.374325 threshold=36.500000000000007 1.0000000180025095e-35 1470312000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1499083200.0000002 82.500000000000014 49.500000000000007 1.0000000180025095e-35 1471953600.0000002 1487764800.0000002 1493035200.0000002 1471608000.0000002 68.500000000000014 51.500000000000007 38.500000000000007 1487937600.0000002 1494072000.0000002 1482235200.0000002 1485345600.0000002 1476014400.0000002 1489492800.0000002 1483012800.0000002 1475323200.0000002 47.500000000000007 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 left_child=-1 2 -2 4 5 6 8 -8 9 12 16 -11 28 -14 26 25 -10 18 19 -18 22 -22 24 -20 -21 -16 27 -15 -4 right_child=1 -3 3 -5 -6 -7 7 -9 10 11 -12 -13 13 14 15 -17 17 -19 23 20 21 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-8.1345170599088239e-06 -0.0083480452645687386 0.0089896726597928339 0.00012453028785013864 -0.0057258280209664791 -0.0067614187815423143 -0.0051294751461306264 0.010607100457504945 -0.00015896849744901883 0.0081086968016975073 0.011267247658631789 0.010522069257718546 0.0003955983630575166 0.006849567991836618 -0.0020900100544768286 0.014269131541916051 -0.0018861722540096078 0.005600202903904096 -0.0050945543348789217 0.0085180712017146037 -0.005093922555869353 0.01129441206466477 -0.0019761094100335069 -0.010222571939229966 -6.2210574746131902e-05 0.0022947071979825314 0.0058830563740107662 -0.0040505153623155571 0.0019394271512186642 -0.0031828590376924027 leaf_weight=809263 127 180 658 175 109 116 216 127 136 123 108 101 192 415 101 261 198 100 242 141 106 170 110 100 208 171 275 604 713 leaf_count=809263 127 180 658 175 109 116 216 127 136 123 108 101 192 415 101 261 198 100 242 141 106 170 110 100 208 171 275 604 713 internal_value=0 0.00104774 0.000813505 0.0010082 0.00121135 0.00136403 0.00149911 0.00662083 0.00116341 0.000469997 0.00271127 0.0063653 8.04547e-05 0.00121851 0.000626744 0.00366772 0.00215299 0.00156391 0.00208614 0.000648105 -0.000685929 0.00312054 -0.00297479 0.00600922 -0.000690384 0.008997 -0.000625836 0.00029839 -0.00159551 internal_weight=0 6283 6103 5976 5801 5692 5576 343 5233 3614 1619 224 3390 2019 1827 533 1511 1375 1275 933 735 276 459 342 349 272 1294 1019 1371 internal_count=815546 6283 6103 5976 5801 5692 5576 343 5233 3614 1619 224 3390 2019 1827 533 1511 1375 1275 933 735 276 459 342 349 272 1294 1019 1371 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=30 num_cat=0 split_feature=4 29 27 1 1 43 4 1 1 21 43 4 4 4 4 1 4 43 4 4 4 4 4 4 43 4 4 7 4 split_gain=0.563015 0.946746 1.66593 0.542394 0.500969 0.939271 0.39232 1.04705 0.542836 0.704657 0.351494 0.335573 0.570259 0.281123 0.386051 0.696355 0.29438 0.284683 0.237585 0.310927 0.288424 0.193027 0.188435 0.54604 0.413879 0.633828 0.327461 0.217102 0.186892 threshold=36.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 8.5000000000000018 1.0000000180025095e-35 38.500000000000007 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 69.500000000000014 62.500000000000007 41.500000000000007 69.500000000000014 4.5000000000000009 82.500000000000014 1.0000000180025095e-35 43.500000000000007 44.500000000000007 39.500000000000007 78.500000000000014 47.500000000000007 50.500000000000007 1.0000000180025095e-35 57.500000000000007 45.500000000000007 1.0000000180025095e-35 17.500000000000004 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 left_child=28 2 -2 4 6 -6 7 -4 9 11 -9 12 18 -10 15 -15 -16 -17 20 -20 -8 -13 26 27 25 -25 -21 -24 -1 right_child=1 -3 3 -5 5 -7 8 10 13 -11 -12 21 -14 14 16 17 -18 -19 19 22 -22 -23 23 24 -26 -27 -28 -29 -30 leaf_value=-1.566287892795579e-05 -0.0029323646635962988 0.0080907053404694635 2.6737746403608417e-05 -0.0052526659531216338 0.0099086734374570114 -0.00082826326924858359 0.0042639868763776926 0.012589596578230462 -0.0043113624289010969 -0.0037744994614725916 0.0050562329939566556 0.0079723703816081543 -0.0033304592192757369 -0.0012678263728473672 -0.0077910303771495833 0.0088037445636118868 -0.0004854565955759064 0.0021138397895771525 0.007962317026123919 0.0043113764245193325 -0.00030463366843889815 0.0033256844546820717 0.0047448086983605522 -0.0029285853347813771 0.0052796000285011734 0.005836418546548411 -0.0018751544991569341 0.010649085037897681 0.00026952661548365229 leaf_weight=785592 1031 180 317 117 193 141 182 120 192 214 128 132 204 477 100 118 123 138 116 143 574 277 149 269 209 119 213 107 23671 leaf_count=785592 1031 180 317 117 193 141 182 120 192 214 128 132 204 477 100 118 123 138 116 143 574 277 149 269 209 119 213 107 23671 internal_value=0 0.000942968 0.000732155 0.00147705 0.00163596 0.00537601 0.00136563 0.00383438 0.00102173 0.00174861 0.00870141 0.00218734 0.00171516 -0.00081951 -0.000118217 0.000990175 -0.0037615 0.00519747 0.00220978 0.00301687 0.000795219 0.00482535 0.00254237 0.0033489 0.0016921 -0.00024035 0.000609885 0.00721261 -7.32107e-06 internal_weight=0 6283 6103 5072 4955 334 4621 565 4056 2908 248 2694 2285 1148 956 733 223 256 2081 1325 756 409 1209 853 597 388 356 256 809263 internal_count=815546 6283 6103 5072 4955 334 4621 565 4056 2908 248 2694 2285 1148 956 733 223 256 2081 1325 756 409 1209 853 597 388 356 256 809263 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=30 num_cat=0 split_feature=4 0 0 0 17 4 0 9 0 0 29 4 4 0 15 0 4 9 0 4 19 4 4 37 4 4 4 37 0 split_gain=0.459716 1.05556 1.40519 1.62689 1.9028 1.24976 1.23907 1.20218 0.811476 0.701383 1.17284 0.765031 0.784127 0.686687 0.62673 0.634025 0.671068 0.688445 0.659011 0.688902 0.614117 0.772404 1.30097 0.7296 2.30276 0.601866 1.29561 0.567707 0.512099 threshold=23.500000000000004 1480507200.0000002 1482148800.0000002 1485518400.0000002 1.0000000180025095e-35 24.500000000000004 1479470400.0000002 1.0000000180025095e-35 1484827200.0000002 1475668800.0000002 1.0000000180025095e-35 75.500000000000014 48.500000000000007 1480075200.0000002 1.0000000180025095e-35 1473768000.0000002 43.500000000000007 1.0000000180025095e-35 1470657600.0000002 73.500000000000014 1.0000000180025095e-35 47.500000000000007 59.500000000000007 1.0000000180025095e-35 24.500000000000004 33.500000000000007 45.500000000000007 1.0000000180025095e-35 1481198400.0000002 decision_type=2 2 2 2 2 2 2 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 28 4 5 -4 9 13 25 10 14 12 -11 -8 15 18 17 -17 -2 -20 -5 23 -23 -22 -25 27 -27 -7 -3 right_child=1 2 3 20 -6 8 7 -9 -10 11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 21 22 -24 24 -26 26 -28 -29 -30 leaf_value=-1.1023798445115799e-05 -0.0030179981524840784 0.001950500989305962 -0.010660414172792038 0.00060096410830927805 -0.014329080567307148 0.0016534699890245167 -0.0054669751828791613 -0.011052257560230608 -0.0050469673052261441 0.0011671832060227555 0.0078811640433606601 -0.0068304670016680448 0.0069864595217868355 0.0029316958208578572 -0.0045433029174132798 -0.0018274639956914051 0.0013624689916283614 -0.0072867578042500759 0.00055881596536446886 0.0075718403905630123 0.00027466114561823041 0.011902465039925397 0.00013313903251574154 0.017861921943369368 0.0022671239705624917 -0.005817415369658051 0.0045717260860459229 0.0095988740860405621 0.005929908349670502 leaf_weight=798335 491 564 127 4083 120 378 208 201 276 1788 155 105 266 183 442 725 373 339 2116 150 1304 213 168 105 964 282 209 118 758 leaf_count=798335 491 564 127 4083 120 378 208 201 276 1788 155 105 266 183 442 725 373 339 2116 150 1304 213 168 105 964 282 209 118 758 internal_value=0 0.000511341 0.001203 0.000723233 -0.00224746 -0.00120444 -0.000375378 -0.00476712 -0.000253606 -1.28986e-06 -0.00067566 0.00149519 0.0019208 -0.00153614 -0.000961749 -0.000584294 -0.00228735 -0.00356684 0.000303371 0.00102305 0.00137933 0.00253332 0.00671284 0.00186227 0.00379889 0.00108679 -0.00139515 0.00354371 0.00423219 internal_weight=0 17211 9669 8347 1510 1390 7542 592 1263 6950 4791 2159 2054 391 4636 4194 1437 1064 2757 2266 6837 2754 381 2373 1069 987 491 496 1322 internal_count=815546 17211 9669 8347 1510 1390 7542 592 1263 6950 4791 2159 2054 391 4636 4194 1437 1064 2757 2266 6837 2754 381 2373 1069 987 491 496 1322 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=30 num_cat=0 split_feature=4 3 3 4 4 3 1 3 4 3 4 3 4 3 0 1 0 3 0 0 0 4 4 3 4 0 1 3 3 split_gain=0.37237 4.01022 2.69085 2.52987 2.30895 2.145 1.80443 1.4823 3.61544 2.029 2.22226 1.6584 1.80568 1.58113 1.49174 1.46834 1.31482 1.44282 1.23843 1.22254 1.22068 1.87445 1.22005 2.46107 1.55502 1.77927 1.83755 1.79986 1.74813 threshold=23.500000000000004 28.500000000000004 35.500000000000007 19.500000000000004 29.500000000000004 24.500000000000004 1.5000000000000002 46.500000000000007 36.500000000000007 53.500000000000007 41.500000000000007 63.500000000000007 48.500000000000007 70.500000000000014 1492430400.0000002 1.5000000000000002 1493640000.0000002 32.500000000000007 1472644800.0000002 1496923200.0000002 1481371200.0000002 22.500000000000004 16.500000000000004 19.500000000000004 13.500000000000002 1476792000.0000002 1.5000000000000002 14.500000000000002 15.500000000000002 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 left_child=1 3 -2 5 -4 22 -5 -6 -9 14 -11 18 13 -13 -10 -3 -17 -18 -12 -16 -8 -22 23 24 28 -26 -27 -28 -1 right_child=2 15 4 6 7 -7 20 8 9 10 11 12 -14 -15 19 16 17 -19 -20 -21 21 -23 -24 -25 25 26 27 -29 -30 leaf_value=2.7581534779441857e-06 0.0025234856083401935 -0.0017230944836074914 -0.0030352119287579424 0.00085430221132748907 0.0021896114137996163 -0.0030032113857599773 0.001556293373360826 -0.0056251757086985509 0.0067177466475254596 -0.0056627936899313657 0.01422526257704311 -0.0023194660622362249 0.0005187966193221724 -0.014323112917377446 -0.010634295309108555 -0.0076410469791137539 0.0040480187035758395 -0.0094684223571554569 0.0029195372561802405 0.0048866691676401862 0.0053916180096319427 0.01794377357229917 0.0014195090479046865 -0.0022324236029581165 -0.0012478237258050848 0.0010220021343004086 -0.0043243585088893997 0.005698102905418622 -0.001653929866089201 leaf_weight=761977 4623 2174 2475 3091 3109 2385 664 1126 775 661 109 370 2732 156 102 1052 231 120 872 101 904 137 6011 4954 1970 4244 199 1799 6423 leaf_count=761977 4623 2174 2475 3091 3109 2385 664 1126 775 661 109 370 2732 156 102 1052 231 120 872 101 904 137 6011 4954 1970 4244 199 1799 6423 internal_value=0 -9.92142e-06 0.000460207 5.11463e-06 -0.000297542 -8.78707e-06 0.0022949 0.00037246 -0.000434153 0.000560248 -0.00026979 0.000571157 -0.000514198 -0.00587948 0.00471893 -0.00335071 -0.00587277 -0.000572987 0.00417573 -0.00291204 0.00490657 0.00704353 2.80867e-07 -1.06344e-05 3.5384e-06 0.00137232 0.00219925 0.00469987 -1.109e-05 internal_weight=0 798335 17211 794758 12588 789962 4796 10113 7004 5878 4900 4239 3258 526 978 3577 1403 351 981 203 1705 1041 787577 781566 776612 8212 6242 1998 768400 internal_count=815546 798335 17211 794758 12588 789962 4796 10113 7004 5878 4900 4239 3258 526 978 3577 1403 351 981 203 1705 1041 787577 781566 776612 8212 6242 1998 768400 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=30 num_cat=0 split_feature=3 9 3 3 0 0 0 3 3 0 0 0 3 5 3 3 0 3 3 0 9 3 0 3 0 0 0 3 0 split_gain=0.277193 0.302333 0.492674 0.734548 0.40956 0.624849 0.503745 0.603041 0.579727 0.774415 1.13844 0.455462 0.368621 0.330059 0.326409 0.313048 0.191619 0.191425 0.183582 0.837609 0.159951 0.666454 1.17336 1.07935 0.725513 0.921393 0.416609 0.337438 0.65456 threshold=70.500000000000014 1.0000000180025095e-35 115.50000000000001 96.500000000000014 1471003200.0000002 1472299200.0000002 1488283200.0000002 100.50000000000001 112.50000000000001 1480420800.0000002 1475323200.0000002 1482840000.0000002 88.500000000000014 1.0000000180025095e-35 141.50000000000003 81.500000000000014 1477569600.0000002 73.500000000000014 67.500000000000014 1478433600.0000002 1.0000000180025095e-35 51.500000000000007 1476532800.0000002 57.500000000000007 1481716800.0000002 1489665600.0000002 1496750400.0000002 47.500000000000007 1481889600.0000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 4 3 12 -2 -6 8 13 9 10 -7 -11 15 -8 -10 17 -12 -3 20 -20 -1 27 23 -23 -24 -26 -27 -22 -29 right_child=1 2 -4 -5 5 6 7 -9 14 11 16 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 24 -25 25 26 -28 28 -30 leaf_value=1.8431763823487478e-05 -0.0067389270417170218 -0.0017918938233588751 0.0057810336049344095 -0.0067940619392883057 0.0042806171950644832 -0.0039214949585342157 0.0019453537745578011 0.0059336224417448884 -0.010719734685201395 -0.01088566977928208 0.0029727710401639342 -0.0026209351951730422 0.0066174624050036081 -0.004576222737064174 -0.0038018618949822018 -0.0040753954820323011 0.0090080699698814933 0.0035020234278548301 -0.0034890492550402998 0.007379165039260129 -0.00010605145956224445 -0.014124866523971297 0.0050706643684613733 -0.0019016527883395865 -0.0081199547421913279 0.0052704637191554379 -0.0025671826402507755 0.0068082175940338378 -0.0016961202343802407 leaf_weight=719046 151 104 148 149 179 240 137 151 133 111 100 167 100 179 140 137 111 199 128 159 92298 146 176 143 177 129 143 199 166 leaf_count=719046 151 104 148 149 179 240 137 151 133 111 100 167 100 179 140 137 111 199 128 159 92298 146 176 143 177 129 143 199 166 internal_value=0 -0.0010238 0.000546285 -0.00057816 -0.0017543 -0.00129757 -0.00197728 0.000735218 -0.00324149 -0.00176954 0.000789388 -0.00592088 0.00113697 -0.00174883 -0.00717211 -0.000108599 0.00614774 0.00168497 3.31985e-06 0.00253202 2.42677e-06 -0.000120556 -0.00280764 -0.0080767 -0.00037122 -0.00250434 0.00114994 -9.40511e-05 0.00294049 internal_weight=0 2636 837 689 1799 1648 1469 467 1002 729 451 278 540 316 273 440 211 303 812910 287 812623 93577 914 289 625 449 272 92663 365 internal_count=815546 2636 837 689 1799 1648 1469 467 1002 729 451 278 540 316 273 440 211 303 812910 287 812623 93577 914 289 625 449 272 92663 365 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=30 num_cat=0 split_feature=4 3 3 27 4 4 3 27 37 27 3 3 3 4 27 4 27 3 4 27 1 3 3 27 1 15 3 27 6 split_gain=0.366514 3.11233 2.6032 2.12962 2.04706 1.78531 2.54587 2.34569 2.21238 1.66261 1.56153 1.9855 1.49653 2.0064 1.56288 1.44505 2.67654 1.37128 1.47319 2.27553 1.44029 1.61469 1.41332 1.63862 1.35626 1.31314 1.30434 1.31335 1.21666 threshold=25.500000000000004 31.500000000000004 37.500000000000007 1.0000000180025095e-35 31.500000000000004 20.500000000000004 24.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 28.500000000000004 22.500000000000004 48.500000000000007 38.500000000000007 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 19.500000000000004 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 15.500000000000002 15.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 41.500000000000007 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 left_child=1 5 3 -2 26 6 15 -7 -8 -3 11 -9 14 -14 -6 17 -17 18 22 -20 28 -22 -1 -24 -13 -5 -4 -28 -21 right_child=2 9 4 25 12 7 8 10 -10 -11 -12 24 13 -15 -16 16 -18 -19 19 20 21 -23 23 -25 -26 -27 27 -29 -30 leaf_value=1.9535449622155333e-06 -0.0016150990001301321 0.00065022256786381955 -0.00072289985480558042 0.0051756810454627808 -0.002547008311475476 -0.0016414848793019695 -0.0012730823148957111 -0.0036600154147838518 -0.0069578025272789739 -0.0048164154771095742 0.00028868148846654753 0.0033284830705573166 -0.0041112601371392039 0.0005109277775523026 0.0039067532995108629 -0.0023124121013059699 0.0032972475229124543 -0.0014541130505904992 -0.0011929489116871451 0.000381652282711567 -0.00092005000648195641 0.0055259382139414993 0.00077911333953702448 -0.0026131230493037314 0.0080750316801516866 -0.0016226418259052131 0.00071217104490002277 -0.0073628421061141302 0.0049592012069830348 leaf_weight=761977 789 764 1347 2259 468 1491 3059 278 882 2047 1429 1488 1145 5223 1893 1156 3219 6498 2693 3503 488 1908 2131 4292 1011 325 267 820 696 leaf_count=761977 789 764 1347 2259 468 1491 3059 278 882 2047 1429 1488 1145 5223 1893 1156 3219 6498 2693 3503 488 1908 2131 4292 1011 325 267 820 696 internal_value=0 -9.03076e-06 0.000497643 0.00293216 -0.00023797 2.66688e-06 -1.00133e-05 0.00176658 -0.00254533 -0.00333064 0.00297472 0.00435692 0.000477107 -0.000320166 0.00262748 2.65752e-06 0.00181502 -7.45369e-06 4.63393e-06 0.00125651 0.00225672 0.00421307 -1.0498e-05 -0.00148766 0.00524876 0.00432063 -0.00280244 -0.00537938 0.0011404 internal_weight=0 801010 14536 3373 11163 798199 792502 5697 3941 2811 4206 2777 8729 6368 2361 788561 4375 784186 777688 9288 6595 2396 768400 6423 2499 2584 2434 1087 4199 internal_count=815546 801010 14536 3373 11163 798199 792502 5697 3941 2811 4206 2777 8729 6368 2361 788561 4375 784186 777688 9288 6595 2396 768400 6423 2499 2584 2434 1087 4199 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=30 num_cat=0 split_feature=27 23 12 18 36 15 34 10 10 36 13 8 19 19 22 31 30 12 25 12 22 21 19 36 21 8 12 19 22 split_gain=0.105325 0.101404 0.0914592 0.049223 0.0817026 0.0272676 0.0249878 0.0227231 0.0215209 0.0254507 0.0196046 0.0179753 0.101488 0.0267379 0.017735 0.0186026 0.0205881 0.0282008 0.0143704 0.0180004 0.014354 0.0134825 0.0126074 0.0125678 0.0105871 0.012122 0.0100612 0.021449 0.00990305 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=6 2 5 7 -5 10 14 21 9 -7 -2 13 -13 -12 -1 16 18 -18 22 -20 -8 -4 -16 -9 -11 -26 -17 -28 -25 right_child=1 -3 3 4 -6 8 20 23 -10 24 11 12 -14 -15 15 26 17 -19 19 -21 -22 -23 -24 28 25 -27 27 -29 -30 leaf_value=7.7985307571589704e-05 0.00024627416107414089 4.8799375141161053e-05 -0.00012139141810738383 -7.2426890778388132e-05 0.00036297723681618906 -0.00026803432397464616 4.4364562503481535e-05 -3.9334505668054006e-05 0.00027029363730477011 8.0388013416976653e-05 0.00011396286362770858 -0.00026104315885834605 0.0032283986640865344 -0.00029881587133725893 7.8742994418762259e-05 4.9935728911938155e-05 6.4508283611397116e-05 -7.3959076950895432e-05 0.00012532535074165127 -5.16491811535954e-05 -6.7841323102121165e-05 -0.00043213742548490639 2.248484275511758e-05 0.0010869113431059912 -2.2564671000869613e-05 -0.00038131097552465568 -4.3172860794690789e-05 -0.00035903479790263008 0.00015888885978328627 leaf_weight=93571 10179 92425 182477 16353 5852 4090 16525 10121 2416 9272 6209 310 114 2100 131370 9167 25657 34468 7485 24755 36768 1407 57169 120 5267 1147 23634 2365 2753 leaf_count=93571 10179 92425 182477 16353 5852 4090 16525 10121 2416 9272 6209 310 114 2100 131370 9167 25657 34468 7485 24755 36768 1407 57169 120 5267 1147 23634 2365 2753 internal_value=0 -4.11768e-05 -7.31387e-05 -9.88195e-05 4.23214e-05 6.37392e-05 3.1364e-05 -0.000114738 -1.14494e-05 -4.58695e-05 0.000151968 4.2047e-05 0.000677156 9.63799e-06 3.97439e-05 2.84227e-05 3.70064e-05 -1.48712e-05 5.11343e-05 -1.05619e-05 -3.30487e-05 -0.000123769 6.16843e-05 1.30634e-05 1.20583e-05 -8.67184e-05 -4.0144e-05 -7.19053e-05 0.000197651 internal_weight=0 352612 260187 219083 22205 41104 462934 196878 22192 19776 18912 8733 424 8309 409641 316070 280904 60125 220779 32240 53293 183884 188539 12994 15686 6414 35166 25999 2873 internal_count=815546 352612 260187 219083 22205 41104 462934 196878 22192 19776 18912 8733 424 8309 409641 316070 280904 60125 220779 32240 53293 183884 188539 12994 15686 6414 35166 25999 2873 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=30 num_cat=0 split_feature=3 8 9 3 20 3 3 3 3 22 3 3 5 3 3 7 20 3 9 3 3 3 3 3 5 3 3 18 5 split_gain=0.241876 0.55467 0.148949 0.416532 1.05664 0.397496 0.597351 0.392661 0.297342 0.262499 0.259744 0.256317 0.231194 0.219044 0.416502 0.349143 0.210349 0.145027 0.116088 0.503372 0.4864 0.300652 0.615468 0.638957 0.499476 0.251794 0.25454 0.32319 0.264816 threshold=70.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 112.50000000000001 1.0000000180025095e-35 115.50000000000001 96.500000000000014 98.500000000000014 88.500000000000014 1.0000000180025095e-35 144.50000000000003 82.500000000000014 1.0000000180025095e-35 84.500000000000014 74.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 67.500000000000014 1.0000000180025095e-35 51.500000000000007 54.500000000000007 47.500000000000007 43.500000000000007 40.500000000000007 1.0000000180025095e-35 24.500000000000004 33.500000000000007 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 left_child=17 2 3 7 -5 6 8 9 11 -2 -6 12 -4 14 -11 -16 -17 18 -1 21 -21 22 23 25 -25 -20 27 -27 -29 right_child=1 -3 5 4 10 -7 -8 -9 -10 13 -12 -13 -14 -15 15 16 -18 -19 19 20 -22 -23 -24 24 -26 26 -28 28 -30 leaf_value=1.5942398088348528e-05 0.0024337118518018177 -0.0073773711868852848 0.0035302489957151316 -0.0080862167144438168 -0.0020868889130651949 0.0051622245762799239 -0.0061552105659006436 0.0036398895301134114 0.0059190889373421677 -0.0043395775235391433 0.0050179382821298997 -0.0042032635431704032 -0.0018822088100905741 -0.004053445980777593 0.0061205173360014513 -0.0036794031417723434 0.0023437126911359661 0.002250638114489641 -5.2401745623722306e-05 -0.0062927360397172297 -0.0010572871806589198 0.0027849377417452125 -0.0035826947689854144 0.0067203219071394066 -0.00026862516919417043 -0.00097406307273064123 0.0002737508935082907 -0.0068386894289424521 -0.0013486570660741284 leaf_weight=719046 178 128 192 252 100 148 149 218 100 192 106 114 134 283 110 118 114 287 87013 241 673 365 502 246 175 2599 1411 183 169 leaf_count=719046 178 128 192 252 100 148 149 218 100 192 106 114 134 283 110 118 114 287 87013 241 673 365 502 246 175 2599 1411 183 169 internal_value=0 -0.000956359 -0.000628652 -0.00117407 -0.00374348 0.000460229 -0.000549779 -0.000203922 0.000996905 -0.00104608 0.00156899 -0.000121773 0.0013055 -0.00180423 -0.000612225 0.00148032 -0.000719769 3.10116e-06 2.30738e-06 -0.000102464 -0.00243775 -7.94296e-05 -9.0757e-05 -7.16608e-05 0.00381518 -8.9569e-05 -0.000830979 -0.0013592 -0.00420285 internal_weight=0 2636 2508 1671 458 837 689 1213 540 995 206 440 326 817 534 342 232 812910 812623 93577 914 92663 92298 91796 421 91375 4362 2951 352 internal_count=815546 2636 2508 1671 458 837 689 1213 540 995 206 440 326 817 534 342 232 812910 812623 93577 914 92663 92298 91796 421 91375 4362 2951 352 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=30 num_cat=0 split_feature=1 0 0 0 37 1 33 20 43 0 1 0 19 38 17 0 1 0 0 1 0 1 0 1 37 1 0 0 1 split_gain=0.114992 0.343803 0.158015 0.0926422 0.349264 0.112028 0.0958027 0.124512 0.0799764 0.0711644 0.262477 0.497914 0.143968 0.15881 0.13948 0.147697 0.164808 0.156338 0.134452 0.421036 0.127732 0.100782 0.106828 0.121212 0.176744 0.201644 0.361511 0.0958496 0.0883766 threshold=138.50000000000003 1495713600.0000002 1487073600.0000002 1470657600.0000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1490616000.0000002 98.500000000000014 1495454400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1473940800.0000002 4.5000000000000009 1471262400.0000002 1488974400.0000002 2.5000000000000004 1490011200.0000002 9.5000000000000018 1489838400.0000002 20.500000000000004 1.0000000180025095e-35 39.500000000000007 1480507200.0000002 1471608000.0000002 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 left_child=3 2 -2 4 5 -1 7 -7 -9 12 -11 -12 14 21 -5 16 17 -16 28 -20 -21 -14 23 -23 -25 26 -26 -18 -17 right_child=1 -3 -4 9 -6 6 -8 8 -10 10 11 -13 13 -15 15 18 27 -19 19 20 -22 22 -24 24 25 -27 -28 -29 -30 leaf_value=3.5928101325467519e-05 -0.00092782697580458522 0.004074096119425886 -0.0039689843393716732 3.1828773823754227e-05 -0.0016888077729934924 -0.0002761266733437799 0.0016371227563825284 -0.002307870314217603 -0.00030317388140331357 4.6564073814710383e-05 0.0077438556322439282 -0.00067755367933508537 -0.00014397059055163403 3.9893413719377373e-05 -0.0014102954667772497 -0.00031072993170590322 0.0053604440006316811 0.00067455398355136713 -0.00045816309875592221 0.005937738889173115 0.0014998038318259892 -0.0010603684976548944 0.0021702558090035029 -0.00059904646165650762 0.0081460370992620778 -0.0010903911129884023 0.00043997877346435013 0.0010455162351718174 -0.00089320961801423945 leaf_weight=12656 593 113 240 365025 1497 1556 168 682 281 252957 127 157 101447 58632 468 7198 101 1554 852 156 111 3069 134 1183 102 149 151 105 4082 leaf_count=12656 593 113 240 365025 1497 1556 168 682 281 252957 127 157 101447 58632 468 7198 101 1554 852 156 111 3069 134 1183 102 149 151 105 4082 internal_value=0 -0.00110189 -0.00180403 1.27963e-06 -0.000230832 -8.85791e-05 -0.000675019 -0.000829223 -0.00172291 6.1793e-06 4.99753e-05 0.00308836 -1.4189e-05 -9.22175e-05 1.96954e-05 -0.000283099 0.000466527 0.000192007 -0.0004178 0.000627713 0.00409275 -0.000165131 -0.000613464 -0.000693614 1.65251e-05 0.00182802 0.00354677 0.00316109 -0.000521517 internal_weight=0 946 833 814600 16840 15343 2687 2519 963 797760 253241 284 544519 164867 379652 14627 2228 2022 12399 1119 267 106235 4788 4654 1585 402 253 206 11280 internal_count=815546 946 833 814600 16840 15343 2687 2519 963 797760 253241 284 544519 164867 379652 14627 2228 2022 12399 1119 267 106235 4788 4654 1585 402 253 206 11280 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=30 num_cat=0 split_feature=4 3 3 4 4 3 4 3 3 4 3 4 3 4 3 1 1 4 3 19 4 3 3 1 4 19 1 3 3 split_gain=0.385675 3.1565 2.27975 2.09708 1.65995 2.01996 1.53997 3.58787 1.50945 1.53664 1.47779 1.22187 1.71978 2.10773 2.00126 1.69668 1.67814 1.30199 2.01078 1.9699 1.32088 2.5258 1.79538 1.61015 1.445 1.4373 1.37269 1.52379 1.26162 threshold=56.500000000000007 75.500000000000014 86.500000000000014 63.500000000000007 47.500000000000007 60.500000000000007 36.500000000000007 46.500000000000007 94.500000000000014 72.500000000000014 107.50000000000001 28.500000000000004 32.500000000000007 21.500000000000004 26.500000000000004 2.5000000000000004 12.500000000000002 18.500000000000004 22.500000000000004 1.0000000180025095e-35 15.500000000000002 17.500000000000004 17.500000000000004 1.5000000000000002 12.500000000000002 1.0000000180025095e-35 1.5000000000000002 20.500000000000004 19.500000000000004 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 left_child=1 4 -2 -4 5 6 7 11 -5 -10 -11 12 13 14 17 -13 -17 18 20 -20 22 -22 24 -24 -1 -26 27 -23 -19 right_child=2 -3 3 8 -6 -7 -8 -9 9 10 -12 15 -14 -15 -16 16 -18 28 19 -21 21 26 23 -25 25 -27 -28 -29 -30 leaf_value=-1.0648920753769128e-05 0.0070703920150673718 -0.0083208924092519881 -0.011643543211110415 0.010211905284644399 0.0041878738413007642 -0.0049551553826404976 0.0025725737558936882 -0.005296012611103294 -0.0081274583646040507 0.011640967920172114 -0.00042687457534221836 0.00054961089353703372 -0.0020354507552251418 0.0019766387131480456 -0.0026847660713793702 0.0069410388093701638 -0.0053316089499276138 -0.005327026096024555 -0.00056260985064696947 -0.0056384439323443891 -0.0025521362446987651 0.002888305128627284 -0.0005238540844285125 -0.0037616834895184679 0.00035514445500293865 0.0030740120997780323 0.0046718022465541279 -0.0014833315738489799 0.0021487630205872499 leaf_weight=762226 518 456 156 146 946 823 2323 1280 217 119 689 2885 4154 5383 2785 860 128 239 2010 1234 1278 2109 4529 2324 5641 2967 1769 1282 4070 leaf_count=762226 518 456 156 146 946 823 2323 1280 217 119 689 2885 4154 5383 2785 860 128 239 2010 1234 1278 2109 4529 2324 5641 2967 1769 1282 4070 internal_value=0 -3.27455e-06 0.00144418 -0.000752038 1.38927e-06 -3.48629e-06 1.5357e-06 -5.8455e-06 0.000698923 -0.000656097 0.00135044 2.53628e-06 -5.99936e-06 4.5406e-06 -8.82164e-06 0.00177446 0.00535106 5.91914e-07 -8.89507e-06 -0.00249343 1.38369e-06 0.00142786 -1.04253e-05 -0.00162187 3.90107e-06 0.00129228 0.00241361 0.00123557 0.00173412 internal_weight=0 813701 1845 1327 813245 812299 811476 809153 1171 1025 808 807873 804000 799846 794463 3873 988 791678 787369 3244 784125 6438 777687 6853 770834 8608 5160 3391 4309 internal_count=815546 813701 1845 1327 813245 812299 811476 809153 1171 1025 808 807873 804000 799846 794463 3873 988 791678 787369 3244 784125 6438 777687 6853 770834 8608 5160 3391 4309 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=30 num_cat=0 split_feature=3 8 0 0 0 12 42 0 3 0 0 0 0 0 3 3 0 19 3 0 3 37 0 3 0 3 0 0 0 split_gain=0.176866 0.442313 0.272434 0.147264 0.662816 0.495016 0.421118 0.399881 0.521335 0.411782 0.888583 0.431769 0.562997 0.317038 0.507885 0.300993 0.497219 0.290562 0.105836 0.674409 0.0961023 0.0753419 0.412604 2.15709 1.4386 0.668389 1.06657 1.14776 2.40287 threshold=70.500000000000014 1.0000000180025095e-35 1471003200.0000002 1493035200.0000002 1488456000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1485000000.0000002 163.50000000000003 1481371200.0000002 1479556800.0000002 1477828800.0000002 1475668800.0000002 1495627200.0000002 94.500000000000014 118.50000000000001 1474459200.0000002 1.0000000180025095e-35 67.500000000000014 1478433600.0000002 84.500000000000014 1.0000000180025095e-35 1487937600.0000002 10.500000000000002 1500552000.0000002 13.500000000000002 1470657600.0000002 1483963200.0000002 1481198400.0000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 -2 4 5 -4 -6 8 9 10 11 12 15 -5 -15 16 17 20 21 -20 -7 -1 25 -24 -25 -23 -27 28 -28 right_child=1 -3 3 13 6 7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 24 -26 26 27 -29 -30 leaf_value=1.0502369756823032e-05 -0.0039550838675701397 -0.0065517107201685581 -0.0053490813777438903 -0.0066736559161827682 0.0093435677273546233 -0.0053731568697102296 0.00087710861037047512 -0.0046139674974435855 -0.0059057071100215653 0.0053630703845143944 -0.006563561924358273 0.0075386165268719191 -0.0049357721889121599 0.0028686059330920539 -0.0058572600926988976 0.0069289827960784785 0.0070879110441267219 0.0023402189055468118 -0.0034801051857357383 0.0062720185795172162 -0.0010215051700452379 -8.2973712693609335e-05 -0.00034289681403759154 0.0023681389111742559 -0.0025220552937075297 -0.0059425761241640035 -0.0012159060048818077 -0.0037345806072071521 0.0037647552712231271 leaf_weight=753508 212 128 190 105 118 101 117 162 111 203 154 110 138 186 104 108 108 179 128 159 102 26835 17869 5464 676 433 5493 1169 1176 leaf_count=753508 212 128 190 105 118 101 117 162 111 203 154 110 138 186 104 108 108 179 128 159 102 26835 17869 5464 676 433 5493 1169 1176 internal_value=0 -0.000817798 -0.000525159 -0.000208458 0.000156606 -0.00054469 0.00512835 7.37609e-05 0.0006517 0.00125675 0.000423164 0.00169498 0.00082161 -0.00196539 -0.00026067 0.00215024 0.00109696 -0.000596815 2.65185e-06 0.00192264 -0.00318661 1.97376e-06 -0.000106736 0.000212728 0.00182974 -0.000325217 -0.00111117 -0.000844264 -0.000337625 internal_weight=0 2636 2508 2296 1901 1666 235 1476 1314 1203 1000 846 736 395 290 598 490 382 812910 287 203 812623 59115 24009 6140 35106 8271 7838 6669 internal_count=815546 2636 2508 2296 1901 1666 235 1476 1314 1203 1000 846 736 395 290 598 490 382 812910 287 203 812623 59115 24009 6140 35106 8271 7838 6669 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=30 num_cat=0 split_feature=4 6 4 4 0 4 27 0 0 0 12 0 0 0 0 0 6 4 4 4 20 4 4 4 0 0 4 0 4 split_gain=0.380814 0.424068 0.646766 0.914191 1.00604 0.215173 1.27044 1.24254 0.933931 0.782128 0.665391 0.481635 0.662508 1.44467 0.59087 1.32009 0.865515 0.480898 0.469002 0.445817 0.512693 0.414486 1.01223 0.871175 1.12826 0.858208 0.749302 0.692212 0.671031 threshold=80.500000000000014 1.0000000180025095e-35 122.00000000000001 100.50000000000001 1481716800.0000002 25.500000000000004 1.0000000180025095e-35 1475323200.0000002 1500984000.0000002 1473940800.0000002 1.0000000180025095e-35 1500465600.0000002 1497096000.0000002 1496404800.0000002 1492430400.0000002 1492948800.0000002 1.0000000180025095e-35 34.500000000000007 43.500000000000007 45.500000000000007 1.0000000180025095e-35 45.500000000000007 39.500000000000007 60.500000000000007 1483444800.0000002 1477224000.0000002 34.500000000000007 1485864000.0000002 50.500000000000007 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 left_child=5 2 3 4 -2 -1 -7 9 11 10 -8 12 13 14 21 -16 17 -17 -11 20 -14 22 26 25 -25 -23 -9 28 -27 right_child=1 -3 -4 -5 -6 6 7 8 -10 18 -12 -13 19 -15 15 16 -18 -19 -20 -21 -22 23 -24 24 -26 27 -28 -29 -30 leaf_value=-8.6291778803329777e-06 0.0085852140047418795 -0.0021842828084682599 -0.0024486890597187959 0.013771369151019175 -0.0047507106335651058 -0.0014676591618819341 -0.0045641597800448047 0.00038122214166743306 0.0079965110645041481 -0.0052362265572674684 0.0007037522372976418 -0.0041730471628327525 0.0036833762564414058 -0.0082994089327143427 0.01338787371954642 0.0029508654857103114 0.0083427524122872652 -0.002398796583215396 0.00043828945979475979 -0.00074442591957794217 0.010132216296757863 0.012882483392380751 -0.0030282829364126351 0.0028435283308399137 -0.0085240419847624656 0.0050756803419016588 0.003756405681616544 0.007883262790773558 -0.0021726621617479016 leaf_weight=801010 127 145 115 109 102 2918 273 2885 217 536 1970 155 574 159 121 382 183 300 200 161 157 104 686 232 140 237 852 219 277 leaf_count=801010 127 145 115 109 102 2918 273 2885 217 536 1970 155 574 159 121 382 183 300 200 161 157 104 686 232 140 237 852 219 277 internal_value=0 0.00252259 0.0040292 0.00623322 0.0026452 -1.85105e-06 0.000387685 0.000878964 0.00152528 -0.000865587 6.25842e-05 0.0013458 0.00145734 0.00112014 0.00134645 0.00360471 0.0022362 0.000597642 -0.00369424 0.00401924 0.00506842 0.000951089 0.000502573 0.00259194 -0.00143459 0.00438151 0.00115073 0.00317537 0.00116947 internal_weight=0 598 453 338 229 814948 13938 11020 8041 2979 2243 7824 7669 6777 6618 986 865 682 736 892 731 5632 4423 1209 372 837 3737 733 514 internal_count=815546 598 453 338 229 814948 13938 11020 8041 2979 2243 7824 7669 6777 6618 986 865 682 736 892 731 5632 4423 1209 372 837 3737 733 514 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=30 num_cat=0 split_feature=4 23 4 4 12 1 4 4 1 4 36 4 4 27 1 1 1 33 4 43 36 4 4 13 4 1 4 4 4 split_gain=0.321732 0.486827 0.426225 0.486301 0.428894 0.458426 0.630782 0.46473 0.405434 0.228626 0.513552 0.151372 0.168825 0.923079 0.76614 0.821042 0.895039 0.617977 0.406357 0.385965 1.34673 0.384885 0.424065 0.511384 0.368277 0.320057 1.53533 0.691587 0.807026 threshold=56.500000000000007 1.0000000180025095e-35 109.50000000000001 61.500000000000007 1.0000000180025095e-35 7.5000000000000009 80.500000000000014 88.500000000000014 2.5000000000000004 69.500000000000014 1.0000000180025095e-35 53.500000000000007 25.500000000000004 1.0000000180025095e-35 24.500000000000004 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 34.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 50.500000000000007 41.500000000000007 1.0000000180025095e-35 39.500000000000007 1.5000000000000002 36.500000000000007 26.500000000000004 28.500000000000004 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 left_child=11 2 3 -2 -5 6 8 -8 9 10 -6 12 -1 17 15 19 18 -14 -17 21 -21 22 23 24 25 -15 27 -27 -29 right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 leaf_value=-7.7662598694145342e-06 0.0044157636919447537 -0.0034610957832957 0.0062241453526899072 -0.0054510641177850112 0.002680960106624275 0.0073221752271056184 0.0089641936380287692 0.00058325174470226493 -0.0055759104009676765 0.0027804562665896711 -0.0066290875786315581 -0.0021125514388960951 -0.002013556148434147 0.00031710904862573141 -0.0053760235132506995 0.0045475129105828028 0.0017956556934936375 0.0020240082874189956 0.011777379825001672 0.00025436785863404632 -0.0079981725365623063 -0.003457263703975413 0.0033102023149494358 0.0077373764912287398 -0.0028792877991994223 0.0075295231523031889 0.012368954973879145 -0.0048131826230221331 0.0018294203909172649 leaf_weight=801010 369 191 198 119 119 100 116 154 182 179 118 340 2155 2699 196 165 969 460 147 2761 213 180 834 105 273 141 134 252 667 leaf_count=801010 369 191 198 119 119 100 116 154 182 179 118 340 2155 2699 196 165 969 460 147 2761 213 180 834 105 273 141 134 252 667 internal_value=0 0.00131904 0.00187104 0.00127906 0.000214256 0.000910716 0.000172068 0.00418395 -0.00163932 8.29413e-05 -0.00195442 -2.99081e-06 -2.10897e-06 0.000364788 0.000812825 0.000939975 0.00329555 -0.00130332 0.00795389 0.000574617 -0.000336685 0.00108743 0.00124767 0.000844922 0.000671204 0.000920185 0.00228342 0.00100846 7.94492e-06 internal_weight=0 1845 1654 1456 1087 968 868 270 598 416 237 813701 813361 12351 9736 9540 1281 2615 312 8259 2974 5285 5105 4271 4166 3893 1194 1060 919 internal_count=815546 1845 1654 1456 1087 968 868 270 598 416 237 813701 813361 12351 9736 9540 1281 2615 312 8259 2974 5285 5105 4271 4166 3893 1194 1060 919 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=30 num_cat=0 split_feature=4 9 0 0 0 0 0 0 4 4 4 4 4 4 0 4 0 27 15 0 19 4 35 0 0 4 0 0 7 split_gain=0.260603 0.368679 0.371603 1.02485 0.277698 0.295507 0.253971 0.428625 0.253838 0.201386 0.401417 0.360253 0.652486 0.340183 0.14684 0.124114 3.13111 4.2989 1.61173 1.47105 1.45172 1.43833 0.885826 0.702909 1.02594 0.668527 0.707068 1.99638 1.76322 threshold=56.500000000000007 1.0000000180025095e-35 1472299200.0000002 1471003200.0000002 1475323200.0000002 1473940800.0000002 1484654400.0000002 1479816000.0000002 72.500000000000014 59.500000000000007 67.500000000000014 85.500000000000014 107.00000000000001 63.500000000000007 1488283200.0000002 9.5000000000000018 1490443200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1500552000.0000002 1.0000000180025095e-35 32.500000000000007 1.0000000180025095e-35 1493208000.0000002 1494936000.0000002 45.500000000000007 1493294400.0000002 1494417600.0000002 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 left_child=15 2 3 -2 5 -4 7 8 -3 -6 13 14 -13 -11 -12 -1 -17 -18 19 20 25 -21 -22 -24 -25 26 -19 28 -28 right_child=1 6 4 -5 9 -7 -8 -9 -10 10 11 12 -14 -15 -16 16 17 18 -20 21 22 -23 23 24 -26 -27 27 -29 -30 leaf_value=-1.4938284934709079e-05 -0.0035358066245624164 0.0052521007687405304 -0.00045330709145560753 0.0098644222365692272 0.0042041466354617273 -0.0075040755917628616 2.721627924318721e-05 0.010010105073451996 -0.00078739184336584127 -0.00022249093344726135 0.0019884493450533498 -0.0068336731037207422 0.0041704263972136583 -0.0079020157349961161 0.0069341725171866396 -0.00031899263919547838 -0.00099544976760811144 0.00028179484404383545 -0.00053843547949312151 -0.001568896714570488 0.0034588463176470222 0.0087815472743655223 0.001723576758963031 0.01362081184495418 0.0052014089814003779 -0.0052928397673686961 0.011824610669333071 0.0016648903886927299 0.0022321811025804899 leaf_weight=740855 103 162 137 128 116 105 164 110 122 128 148 113 103 105 101 50164 6853 1877 2156 1357 4696 149 185 252 340 131 401 3918 367 leaf_count=740855 103 162 137 128 116 105 164 110 122 128 148 113 103 105 101 50164 6853 1877 2156 1357 4696 149 185 252 340 131 401 3918 367 internal_value=0 0.00118713 0.000256339 0.00388943 -0.000538399 -0.00351252 0.00333397 0.00471038 0.00265767 0.0003458 -0.000295415 0.00140213 -0.00158635 -0.00368322 0.00399455 -2.69173e-06 0.000121858 0.00109685 0.00200269 0.00240338 0.00276831 -0.000544849 0.00397634 0.00710397 0.00878534 0.00178062 0.00192181 0.00257873 0.00724073 internal_weight=0 1845 1287 231 1056 242 558 394 284 814 698 465 216 233 249 813701 72846 22682 15829 13673 12167 1506 5473 777 592 6694 6563 4686 768 internal_count=815546 1845 1287 231 1056 242 558 394 284 814 698 465 216 233 249 813701 72846 22682 15829 13673 12167 1506 5473 777 592 6694 6563 4686 768 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=30 num_cat=0 split_feature=4 20 4 0 4 4 4 7 4 4 6 37 4 0 27 4 0 22 0 0 6 4 37 0 6 20 0 5 4 split_gain=0.215335 0.396975 0.895463 0.389271 0.34449 0.142882 0.186517 0.259917 0.19854 0.148194 0.562986 0.334952 0.270446 0.154169 0.127532 0.938223 4.83422 2.23584 1.40965 2.85016 2.04436 1.62774 1.53827 1.34432 1.63448 1.2675 1.07604 1.02626 0.982125 threshold=80.500000000000014 1.0000000180025095e-35 114.50000000000001 1481889600.0000002 105.50000000000001 75.500000000000014 67.500000000000014 1.0000000180025095e-35 65.500000000000014 56.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 61.500000000000007 1481112000.0000002 1.0000000180025095e-35 9.5000000000000018 1490443200.0000002 1.0000000180025095e-35 1494590400.0000002 1493294400.0000002 1.0000000180025095e-35 40.500000000000007 1.0000000180025095e-35 1476014400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1490875200.0000002 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 left_child=5 2 3 -2 -3 6 8 -8 9 14 11 12 13 -11 -1 -16 23 -18 19 21 -21 22 26 -17 -25 -26 -19 28 -27 right_child=1 4 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 16 17 18 -20 20 -22 -23 -24 24 25 27 -28 -29 -30 leaf_value=3.2069871381409724e-05 0.0060412242562471038 0.001617033021934962 -0.0075666350146223393 -0.0018478028071112933 0.009573290187238466 -0.003173201878778112 -0.0001021732643081997 0.0056244211198748853 -0.004138589646177495 0.0031183133327535219 0.0076915776104821525 0.0032994025283389623 -0.0054098411506518377 -0.0022878827483235101 -0.00011633870403211862 -0.001071393157781871 -0.00044343428792677577 0.0052754044178873298 0.0015920536981629896 0.0051896586280094706 0.01351307892595487 0.013765755648675718 0.0048062624807732046 -0.00017557538185014219 0.0010324785564626072 0.016601703777199699 -0.0010066912856297274 0.0026091140207894353 0.0057449008800028786 leaf_weight=462569 167 118 112 100 101 142 181 141 116 105 120 207 129 106 298711 13730 3463 325 7643 1203 391 114 997 19419 2526 126 1693 545 246 leaf_count=462569 167 118 112 100 101 142 181 141 116 105 120 207 129 106 298711 13730 3463 325 7643 1203 391 114 997 19419 2526 126 1693 545 246 internal_value=0 0.00189691 -6.16331e-05 0.00308653 0.00528636 -1.39193e-06 -8.39168e-07 0.00240543 -1.79047e-06 -1.20122e-06 0.00148876 0.000127997 -0.00180283 0.000402404 -2.42256e-06 -4.78617e-05 0.000342342 0.00180242 0.00243136 0.00378956 0.00723135 0.00203622 0.00159271 -0.000289262 0.000180455 0.00218852 5.04365e-06 0.00537299 0.00942221 internal_weight=0 598 379 267 219 814948 814806 322 814484 814368 667 547 340 211 813701 351132 52421 15829 12366 4723 1594 3129 3015 36592 22862 3443 2018 917 372 internal_count=815546 598 379 267 219 814948 814806 322 814484 814368 667 547 340 211 813701 351132 52421 15829 12366 4723 1594 3129 3015 36592 22862 3443 2018 917 372 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=30 num_cat=0 split_feature=3 4 4 3 4 3 27 4 3 4 3 4 27 3 27 27 3 3 27 15 4 4 3 27 27 36 3 3 4 split_gain=0.281189 2.64547 1.61792 1.4104 1.22179 2.78035 1.06824 0.924417 2.04784 1.61763 1.30765 1.26128 1.986 1.67388 1.36404 1.24829 1.22489 1.19379 1.2181 1.12514 1.10478 1.00484 1.69207 2.35527 1.60635 1.5485 1.32592 1.43769 1.51263 threshold=70.500000000000014 51.500000000000007 46.500000000000007 58.500000000000007 36.500000000000007 46.500000000000007 1.0000000180025095e-35 27.500000000000004 32.500000000000007 22.500000000000004 26.500000000000004 18.500000000000004 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 38.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 14.500000000000002 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 20.500000000000004 17.500000000000004 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 left_child=2 -2 3 4 5 7 -7 8 9 10 11 13 -13 21 -15 -11 -14 18 -9 -20 -19 22 -1 -24 -23 -25 -26 -28 -29 right_child=1 -3 -4 -5 -6 6 -8 17 -10 15 -12 12 16 14 -16 -17 -18 20 19 -21 -22 24 23 25 26 -27 27 28 -30 leaf_value=6.1296012052671844e-06 -0.0081084642616042393 0.00038688704514585926 0.0042718863239660943 -0.0039490320112075105 0.0024654931185734623 0.00056745499944899449 -0.0063699910042848808 -0.0010829470241693416 -0.0024454900662163794 -0.0010621077326469503 -0.001896124665851761 -0.0017203154251497676 -0.0058194857798045197 0.0009606305482139847 -0.0035724315628888358 0.003181646037369203 0.0031818232194474518 -0.0027886938678409151 0.0055588488979667686 -0.0023278272800290817 0.0014662006750164075 -0.00099282139466453181 0.0011137079669666361 -0.0047771178142079207 -0.0013566458523994916 -0.0012080822403570054 0.0033826761243259556 -0.0015463031531635987 0.0049669686289210077 leaf_weight=766656 440 2196 887 904 2010 290 946 510 3421 929 3633 1329 158 931 2313 2730 3501 933 1388 208 1764 2919 2302 2149 1136 2799 4259 1430 475 leaf_count=766656 440 2196 887 904 2010 290 946 510 3421 929 3633 1329 158 931 2313 2730 3501 933 1388 208 1764 2919 2302 2149 1136 2799 4259 1430 475 internal_value=0 -0.00103115 3.34369e-06 -1.31898e-06 3.08078e-06 -3.03638e-06 -0.00474227 4.21439e-06 -4.05821e-06 6.38655e-06 -3.25658e-06 5.42233e-06 0.00159057 -4.61965e-06 -0.00227148 0.00210418 0.00279314 0.00138741 0.00317151 0.00453101 -5.73726e-06 4.75858e-06 -8.24958e-06 -0.00152879 0.000989893 -0.00275817 0.00178271 0.00236128 7.7741e-05 internal_weight=0 2636 812910 812023 811119 809109 1236 807873 803070 799649 795990 792357 4988 787369 3244 3659 3659 4803 2106 1596 2697 784125 773906 7250 10219 4948 7300 6164 1905 internal_count=815546 2636 812910 812023 811119 809109 1236 807873 803070 799649 795990 792357 4988 787369 3244 3659 3659 4803 2106 1596 2697 784125 773906 7250 10219 4948 7300 6164 1905 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=30 num_cat=0 split_feature=3 6 0 0 3 3 0 3 3 3 0 3 0 0 0 19 0 0 0 0 15 0 0 0 0 0 3 3 42 split_gain=0.266763 0.538027 0.739025 0.462849 0.128656 0.48351 0.336963 0.161482 0.462024 0.104082 0.414771 0.677937 0.459856 0.572949 0.699306 0.52205 0.334421 0.329396 0.377209 0.371347 0.330245 0.406661 0.38945 0.703378 0.40863 0.580854 1.61398 1.05939 0.903718 threshold=112.50000000000001 1.0000000180025095e-35 1472299200.0000002 1480852800.0000002 98.500000000000014 94.500000000000014 1475323200.0000002 89.500000000000014 86.500000000000014 48.500000000000007 1499083200.0000002 65.500000000000014 1496577600.0000002 1495454400.0000002 1494072000.0000002 1.0000000180025095e-35 1500292800.0000002 1472126400.0000002 1471608000.0000002 1472817600.0000002 1.0000000180025095e-35 1484308800.0000002 1493035200.0000002 1491912000.0000002 1482148800.0000002 1480161600.0000002 77.500000000000014 70.500000000000014 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 left_child=4 2 -2 -4 5 7 -6 8 9 -1 12 16 13 14 17 -14 -12 18 -11 -19 22 -22 23 24 25 26 -21 28 -27 right_child=1 -3 3 -5 6 -7 -8 -9 -10 10 11 -13 15 -15 -16 -17 -18 19 -20 20 21 -23 -24 -25 -26 27 -28 -29 -30 leaf_value=4.8824292605346725e-06 0.0068670956315387277 -0.0071226388846292723 -0.0060110887735487619 0.00091681609569926447 -0.0018916694889608906 -0.0060509491249059934 0.0044616397866827735 0.0029244558100044119 -0.006177746932491783 0.00023607934014340057 0.0038715078811579887 0.0092133168387431002 -0.0083897487092001732 0.0065909369595233457 -0.0071746960139957962 0.00024722463637590406 -0.0036930237645431173 -0.0051510966058484599 0.0055744791595920837 -0.002298390030417216 -0.00019028507894189615 0.0071263961363971853 -0.0066360002038501472 0.0069704554346812948 -0.0024786310317340683 0.0095445559472381349 0.0090962652304618485 -0.0051246586519603926 -0.00099804423800779621 leaf_weight=808910 109 157 188 198 139 132 209 189 121 508 109 114 159 113 157 125 126 183 179 1176 207 120 112 117 1077 226 139 120 127 leaf_count=808910 109 157 188 198 139 132 209 189 121 508 109 114 159 113 157 125 126 183 179 1176 207 120 112 117 1077 226 139 120 127 internal_value=0 -0.00202193 -0.000404125 -0.0024574 1.61775e-06 7.96462e-07 0.00192397 1.77733e-06 1.09891e-06 2.01727e-06 -0.000444201 0.00288536 -0.00068404 -0.000440935 -0.000619577 -0.00458826 -0.000184369 -0.000379737 0.00162702 -0.000762268 -0.000527496 0.00249474 -0.000846911 -0.00062948 -0.000939844 -1.29568e-05 -0.00109394 0.0029923 0.00575161 internal_weight=0 652 495 386 814894 814546 348 814414 814225 814104 5194 349 4845 4561 4448 284 235 4291 687 3604 3421 327 3094 2982 2865 1788 1315 473 353 internal_count=815546 652 495 386 814894 814546 348 814414 814225 814104 5194 349 4845 4561 4448 284 235 4291 687 3604 3421 327 3094 2982 2865 1788 1315 473 353 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=30 num_cat=0 split_feature=4 4 4 1 0 4 4 0 4 1 4 27 0 0 0 1 35 0 0 1 12 4 4 4 0 0 0 19 0 split_gain=0.200826 0.354759 0.294844 0.373485 0.320739 0.116785 0.147996 0.244765 0.16405 0.115996 0.69303 2.55846 2.45174 1.49042 1.32288 1.29047 1.02816 2.89199 1.16266 1.00431 1.3809 0.930347 0.907366 0.993608 1.30117 0.774126 0.773141 0.796921 0.725724 threshold=80.500000000000014 88.500000000000014 109.50000000000001 1.5000000000000002 1476532800.0000002 75.500000000000014 67.500000000000014 1481457600.0000002 65.500000000000014 1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 1488110400.0000002 1500552000.0000002 1470657600.0000002 10.500000000000002 1.0000000180025095e-35 1475582400.0000002 1478260800.0000002 3.5000000000000004 1.0000000180025095e-35 25.500000000000004 24.500000000000004 20.500000000000004 1491825600.0000002 1492430400.0000002 1494417600.0000002 1.0000000180025095e-35 1491393600.0000002 decision_type=2 2 2 2 2 2 2 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 -3 -4 6 8 -8 9 -1 -11 -12 14 19 -13 -16 18 -18 -17 22 25 -15 23 28 -25 -21 -26 -28 -14 right_child=1 2 4 -5 -6 -7 7 -9 -10 10 11 12 13 21 15 16 17 -19 -20 20 -22 -23 -24 24 26 -27 27 -29 -30 leaf_value=1.896012248768843e-05 0.0060040605413776487 -0.0065784611820595938 -0.0008283817956039499 0.0016303452911476295 0.0067566601659304329 -0.0028688926984306792 -0.00018507121229900959 0.0054082675807007744 -0.0037620371560855162 -0.0001522064494719275 -0.0016830854838033886 -0.0043183739790284498 -0.00092603172744055843 -0.0037037717847420515 0.00063364415369169614 -0.00096100168035741793 -0.010488955414011366 0.010393896717578174 -0.007576030457345769 -0.0076002624392619029 0.005127431190103636 0.0044999868926389255 -0.00096771243179012722 0.016076317635075801 -0.0033220381750946951 0.0023608128199241853 0.0014108128845691681 0.013274926788828993 0.0027734565225853015 leaf_weight=634192 152 103 111 120 112 142 188 134 116 154339 4773 657 693 607 11289 567 105 180 500 136 2341 179 921 116 105 183 119 108 2258 leaf_count=634192 152 103 111 120 112 142 188 134 116 154339 4773 657 693 607 11289 567 105 180 500 136 2341 179 921 116 105 183 119 108 2258 internal_value=0 0.00183189 0.00040999 -0.00216117 0.00298115 -1.34422e-06 -8.44483e-07 0.00214259 -1.69187e-06 -1.15624e-06 -7.19628e-05 0.000407378 0.000881067 0.00229283 5.66021e-05 0.000283986 -0.00263561 0.00270021 -0.00406083 0.00275771 0.00428636 -0.00183549 0.00181645 0.00257086 0.00695897 -0.00188592 0.00377339 0.00705541 0.00190468 internal_weight=0 598 446 223 223 814948 814806 322 814484 814368 180176 25837 21064 7766 13298 12641 1352 285 1067 6980 2660 786 4320 3399 448 319 332 227 2951 internal_count=815546 598 446 223 223 814948 814806 322 814484 814368 180176 25837 21064 7766 13298 12641 1352 285 1067 6980 2660 786 4320 3399 448 319 332 227 2951 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=30 num_cat=0 split_feature=4 4 4 1 37 4 4 1 4 1 4 4 1 4 27 4 4 4 4 4 27 19 4 1 19 4 1 1 4 split_gain=0.162669 0.287355 0.238823 0.302523 0.111209 0.447426 0.367157 0.338771 0.303464 1.18872 1.39561 0.873305 0.635295 0.682624 0.496926 0.483458 0.351945 0.408801 0.749944 0.588521 0.350481 0.318681 0.235976 0.612985 0.267148 0.368823 0.21409 0.207614 0.391191 threshold=80.500000000000014 88.500000000000014 109.50000000000001 1.5000000000000002 1.0000000180025095e-35 51.500000000000007 68.500000000000014 1.5000000000000002 8.5000000000000018 2.5000000000000004 42.500000000000007 29.500000000000004 12.500000000000002 13.500000000000002 1.0000000180025095e-35 46.500000000000007 42.500000000000007 31.500000000000004 32.500000000000007 30.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 4.5000000000000009 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 5.5000000000000009 18.500000000000004 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 left_child=4 -2 3 -3 -1 8 7 -7 20 14 11 12 22 -14 -10 -12 17 19 -19 -16 -6 -22 24 -24 25 -11 -23 -26 -29 right_child=1 2 -4 -5 5 6 -8 -9 9 10 15 -13 13 -15 16 -17 -18 18 -20 -21 21 26 23 -25 27 -27 -28 28 -30 leaf_value=9.1874432382791014e-06 0.0054036545781663767 -0.0059206150544499894 0.0026830313551853592 0.0014673109476764999 0.00077019090847819168 0.0077773100660218824 -0.0023323056898240388 0.0019773310556034864 -0.0028993364852395562 -0.0013294449546358911 -0.010890717829903987 0.0050093074103179222 0.0016762724305367351 -0.0064240842784216642 -0.00024217835937487449 -0.0014716426823653426 0.0031221385015860986 -0.010562298483777755 -0.0013370673936372555 0.0064812778523474033 5.3035849722070687e-06 -0.00025290559969167207 -0.0054403033660304165 0.004294748456628473 0.0027418586187976397 0.0020541559902125966 -0.00084220242065636728 0.0021513948509263798 -0.0024294903308153155 leaf_weight=755128 152 103 223 120 2825 154 116 291 747 602 117 675 199 218 9493 102 304 101 691 132 13689 10659 155 111 2141 693 14622 733 250 leaf_count=755128 152 103 223 120 2825 154 116 291 747 602 117 675 199 218 9493 102 304 101 691 132 13689 10659 155 111 2141 693 14622 733 250 internal_value=0 0.0016487 0.000368991 -0.00194505 -1.2098e-06 -0.000132458 0.00267836 0.00398451 -0.000159068 0.000191012 0.001332 0.00162905 0.00118183 -0.00255845 -0.00040555 -0.00650375 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1494590400.0000002 1493294400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1493812800.0000002 1.0000000180025095e-35 1490875200.0000002 1486209600.0000002 1487419200.0000002 1486900800.0000002 1490616000.0000002 1.0000000180025095e-35 1490788800.0000002 1.0000000180025095e-35 1470657600.0000002 1491825600.0000002 1489665600.0000002 1483963200.0000002 1481198400.0000002 1471953600.0000002 1471435200.0000002 1484654400.0000002 1480075200.0000002 1476792000.0000002 decision_type=2 2 2 2 2 2 2 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 10 5 6 -5 -7 -9 -10 18 12 16 14 -14 -15 -12 -17 -3 -20 21 22 23 24 25 -21 -24 28 -26 right_child=-2 2 -4 4 -6 7 -8 8 9 -11 11 -13 13 15 -16 17 -18 -19 19 20 -22 -23 26 -25 27 -27 -28 -29 -30 leaf_value=4.6638351661378046e-05 6.1022574935877206e-05 -2.147135126313509e-05 -0.00084354896920325417 -7.6268878558891513e-05 -4.6730280304965208e-05 0.00027574330798183855 0.0007254408222382477 0.00076134991247677353 0.0065817613629042182 0.00090051497768043817 -0.00020772308688148073 -0.00079245249429609431 0.00011703571988515137 -0.0002549062432812517 0.0017565902966361739 0.0022549635183528624 -0.00089088252644944064 -0.00037789850336007985 -0.0011675697635182758 -0.00024770778560684542 -0.0030004133556086228 0.00062046882859504284 -0.0016164287973060014 0.00048944929322555493 -0.00046665006694481003 0.0019103878347536572 -0.00038562825225345863 -0.00082116632557177973 0.00022790397030895889 leaf_weight=157819 188367 255226 1387 16395 89372 13711 2295 2830 100 115 32675 2163 1069 6082 1475 459 2467 225 1499 1981 184 3007 1048 6151 9737 1040 7651 3330 5686 leaf_count=157819 188367 255226 1387 16395 89372 13711 2295 2830 100 115 32675 2163 1069 6082 1475 459 2467 225 1499 1981 184 3007 1048 6151 9737 1040 7651 3330 5686 internal_value=0 -1.83275e-05 -4.01718e-05 -3.77908e-05 2.35155e-05 0.00020063 2.21754e-05 0.000399682 0.000957752 0.00354296 -6.00901e-05 -0.000184136 -0.000154536 0.000227255 0.00106764 -8.87287e-05 -0.000255681 0.00138889 -4.05905e-05 -0.000158703 -0.00012072 -0.00010735 -0.000167108 -5.2845e-05 -0.000206039 0.000495231 -0.000533907 -0.00031901 -0.000210589 internal_weight=0 627179 469360 467973 124818 35446 18690 16756 3045 215 343155 46615 44452 9310 2544 6766 35142 684 296540 41314 39815 39631 36624 27925 21774 3021 8699 18753 15423 internal_count=815546 627179 469360 467973 124818 35446 18690 16756 3045 215 343155 46615 44452 9310 2544 6766 35142 684 296540 41314 39815 39631 36624 27925 21774 3021 8699 18753 15423 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=30 num_cat=0 split_feature=3 4 3 4 3 4 4 3 4 3 4 3 3 4 27 27 27 4 3 4 27 3 27 3 37 4 3 4 27 split_gain=0.271351 1.84396 1.32546 1.14459 1.61855 1.02882 0.796398 1.54607 1.59558 1.5738 1.8055 1.66931 1.18817 0.934522 1.11956 0.872984 0.837127 0.753704 2.22958 1.56506 1.99323 1.53676 1.30973 1.24124 1.69033 1.42444 1.23915 1.23197 1.18856 threshold=106.50000000000001 67.500000000000014 82.500000000000014 60.500000000000007 94.500000000000014 74.500000000000014 54.500000000000007 70.500000000000014 45.500000000000007 53.500000000000007 36.500000000000007 46.500000000000007 42.500000000000007 40.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 29.500000000000004 20.500000000000004 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 24.500000000000004 1.0000000180025095e-35 18.500000000000004 38.500000000000007 30.500000000000004 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 left_child=1 2 6 -4 -5 -2 7 8 9 10 11 17 -12 14 -11 -10 -14 18 19 23 -21 -22 -20 -1 -25 -26 28 -28 -19 right_child=5 -3 3 4 -6 -7 -8 -9 15 13 12 -13 16 -15 -16 -17 -18 26 22 20 21 -23 -24 24 25 -27 27 -29 -30 leaf_value=5.0205679133882484e-06 -0.011123021896436023 0.0075794818586266584 -0.0093128536319877445 0.0047585057930555202 -0.010720821466369957 -0.00044130460602289024 0.0039879965255717317 -0.0052907406862831912 -0.0020560274945889065 0.0014129325904176831 -0.0057926968066021808 -0.0040128480199003924 -0.0010285480000488307 -0.00084598325319526545 -0.00776287770302203 0.0055352464174995061 0.0058694576869056728 -0.00096290197388292423 0.00064266585119488471 -0.0016109703307223906 -0.0039563567196722518 0.0038169207203862642 -0.003285466194280356 -0.00069241608065893098 -0.010461618216718344 -0.0019722628788075829 -0.0027578360814895517 0.0012772473129566576 0.0031934404984241774 leaf_weight=788561 104 321 284 200 102 678 501 552 188 172 120 1036 214 846 586 780 989 895 1151 1200 278 2987 3233 2710 371 423 1325 1764 2975 leaf_count=788561 104 321 284 200 102 678 501 552 188 172 120 1036 214 846 586 780 989 895 1151 1200 278 2987 3233 2710 371 423 1325 1764 2975 internal_value=0 1.78702e-06 -1.19961e-06 -0.00475541 -0.000469611 -0.00186189 2.22356e-06 -2.31544e-07 3.3614e-06 -1.47665e-06 4.71831e-06 -1.31873e-06 0.00369589 -0.00313075 -0.00568077 0.00406091 0.00464238 3.82557e-06 -5.17789e-06 7.20018e-06 0.00187416 0.00315506 -0.00225415 -3.32416e-06 -0.00188127 -0.00593895 0.00104004 -0.000453567 0.00223222 internal_weight=0 814764 814443 586 302 782 813857 813356 812804 811836 810232 808909 1323 1604 758 968 1203 807873 800914 796530 4465 3265 4384 792065 3504 794 6959 3089 3870 internal_count=815546 814764 814443 586 302 782 813857 813356 812804 811836 810232 808909 1323 1604 758 968 1203 807873 800914 796530 4465 3265 4384 792065 3504 794 6959 3089 3870 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=30 num_cat=0 split_feature=27 0 1 0 20 1 0 0 1 12 1 0 0 1 0 0 20 1 0 0 12 1 6 17 1 1 1 1 1 split_gain=0.0979618 0.14236 0.112691 0.112109 0.135624 0.127248 0.197415 0.0938875 0.133242 0.105595 0.0926425 0.0828677 0.146924 0.209529 0.140841 0.194212 0.208743 0.189677 0.13034 0.213478 0.157931 0.130515 0.156485 0.188786 0.130314 0.392397 0.12363 0.121225 0.106869 threshold=1.0000000180025095e-35 1476014400.0000002 13.500000000000002 1472817600.0000002 1.0000000180025095e-35 58.500000000000007 1475323200.0000002 1501502400.0000002 5.5000000000000009 1.0000000180025095e-35 25.500000000000004 1491912000.0000002 1494590400.0000002 136.00000000000003 1482148800.0000002 1481198400.0000002 1.0000000180025095e-35 1.5000000000000002 1493294400.0000002 1492776000.0000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 113.50000000000001 74.500000000000014 8.5000000000000018 4.5000000000000009 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 left_child=-1 2 -2 -4 5 6 10 11 9 -9 -5 14 18 -14 15 28 -17 -18 19 -13 -20 22 -22 -24 25 -16 -21 -19 -3 right_child=1 7 3 4 -6 -7 -8 8 -10 -11 -12 12 13 -15 24 16 17 27 20 26 21 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=3.0247760667538181e-05 -0.00014676589938554356 4.0131653381069585e-05 -0.0015386102737979985 0.0043526093025654375 -0.001240363749146556 -0.0013099206033172735 -0.0020800191232701764 0.00058670201359664598 0.002448270418324021 -0.0017173575224569506 0.00093591862557029044 0.00037779557462913377 -1.1733719906400617e-05 0.0043360350126251659 -0.00012662700913195757 0.00017395505528599258 0.00059167212565631067 0.0030279086691790903 -0.00018065269554433207 -0.00031010323519679731 0.00022177292642721255 0.0013311103268466842 0.00098869628818734211 0.0052204873555482508 -0.002139069701946994 0.0043071737731115714 -0.0026355828095580638 0.00067625759298536154 -0.00029423306670462622 leaf_weight=462934 63552 49391 1182 199 602 187 100 257 110 880 132 8404 78860 111 101295 11920 2494 649 2830 5796 6234 2277 2097 111 320 200 238 331 11853 leaf_count=462934 63552 49391 1182 199 602 187 100 257 110 880 132 8404 78860 111 101295 11920 2494 649 2830 5796 6234 2277 2097 111 320 200 238 331 11853 internal_value=0 -3.97114e-05 -0.000172178 -0.000844539 -0.000172087 0.000868533 0.00181371 -9.23354e-06 -0.000875046 -0.00119656 0.00299006 -5.45068e-06 6.41498e-05 -5.62259e-06 -4.71666e-05 5.52301e-05 0.000372751 0.00105486 0.000261027 5.19717e-05 0.000483799 0.000659226 0.000478003 0.00120144 -0.000124243 -0.00011789 -0.000401827 0.00223363 -2.45804e-05 internal_weight=0 352612 65954 2402 1220 618 431 286658 1247 1137 331 285411 106958 78971 178453 76638 15394 3474 27987 14438 13549 10719 8442 2208 101815 101495 6034 980 61244 internal_count=815546 352612 65954 2402 1220 618 431 286658 1247 1137 331 285411 106958 78971 178453 76638 15394 3474 27987 14438 13549 10719 8442 2208 101815 101495 6034 980 61244 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=30 num_cat=0 split_feature=27 0 14 0 0 6 37 12 21 0 0 0 37 0 37 0 0 12 37 0 41 0 17 0 0 17 20 6 16 split_gain=0.0793491 0.128558 0.0974592 0.107732 0.103777 0.111126 0.129637 0.0989593 0.106862 0.0848446 0.0789341 0.0734631 0.0808344 0.0720921 0.125264 0.0885582 0.147257 0.124514 0.112497 0.109206 0.113401 0.111975 0.136319 0.0896761 0.0882154 0.0825301 0.0683772 0.0656988 0.0598506 threshold=1.0000000180025095e-35 1470312000.0000002 1.0000000180025095e-35 1490616000.0000002 1490788800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1501502400.0000002 1485345600.0000002 1470139200.0000002 1.0000000180025095e-35 1491048000.0000002 1.0000000180025095e-35 1494590400.0000002 1493294400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1493812800.0000002 1.0000000180025095e-35 1493726400.0000002 1.0000000180025095e-35 1492776000.0000002 1492430400.0000002 1.0000000180025095e-35 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 left_child=-1 11 3 7 5 6 -5 -3 -9 13 -4 -2 -13 14 -6 16 18 27 23 21 -21 22 -19 24 25 -15 28 -18 -23 right_child=1 2 10 4 9 -7 -8 8 -10 -11 -12 12 -14 15 -16 -17 17 19 -20 20 -22 26 -24 -25 -26 -27 -28 -29 -30 leaf_value=2.7222984483478593e-05 -0.00012601863198214477 5.0920871823912549e-05 0.00066939641008041391 -8.5843686985516635e-05 -0.00021735380714150805 0.0020677091331162958 0.0021285309296295387 -0.0001276180178542628 0.00029448277977514625 -0.00080109886184310012 -3.0895141748120438e-05 -0.00066594188628494417 -0.0021444111071497332 -0.00012650370591387342 -0.0022556384791993359 -1.1413988273583304e-05 5.5969168916609289e-05 0.00055172145579394395 0.00056062226598865698 0.00040733678311160389 -0.0017153687213309387 0.0028214585306964657 0.0029700574752409012 -0.00042508072730070164 0.0005371383398142883 0.0011876546364524984 0.00033115118248370969 -0.0012590593707611337 0.00036441897563763479 leaf_weight=462934 1968 47044 3579 1363 2726 480 328 167893 6220 1224 2925 1903 459 10801 339 77916 2205 3446 3332 5844 263 594 250 5172 3057 500 203 459 119 leaf_count=462934 1968 47044 3579 1363 2726 480 328 167893 6220 1224 2925 1903 459 10801 339 77916 2205 3446 3332 5844 263 594 250 5172 3057 500 203 459 119 internal_value=0 -3.57403e-05 -2.90077e-05 -3.63051e-05 3.97169e-05 0.000724852 0.000343674 -7.77681e-05 -0.000112539 2.71595e-05 0.000354459 -0.000577269 -0.000953248 3.58077e-05 -0.000442795 4.86572e-05 0.000177792 0.00044124 2.35749e-05 0.000593303 0.000315922 0.000960599 0.000715299 -6.80504e-05 6.05581e-05 -6.83603e-05 0.00195037 -0.000170607 0.00241138 internal_weight=0 352612 348282 341778 120621 2171 1691 221157 174113 118450 6504 4330 2362 117226 3065 114161 36245 13383 22862 10719 6107 4612 3696 19530 14358 11301 916 2664 713 internal_count=815546 352612 348282 341778 120621 2171 1691 221157 174113 118450 6504 4330 2362 117226 3065 114161 36245 13383 22862 10719 6107 4612 3696 19530 14358 11301 916 2664 713 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=30 num_cat=0 split_feature=1 0 0 1 0 17 1 27 0 1 1 1 22 6 1 0 0 1 0 1 1 0 18 0 14 1 22 0 1 split_gain=0.0723947 0.223364 0.138797 0.0621812 0.146513 0.107251 0.432125 0.123552 0.0890306 0.0956995 0.159055 0.0937506 0.0832009 0.0839188 0.123991 0.100437 0.117194 0.151071 0.0789512 0.183419 0.152337 0.242116 0.12392 0.325086 0.0737125 0.20927 0.0809155 0.0752985 0.0755611 threshold=138.50000000000003 1495713600.0000002 1487592000.0000002 1.5000000000000002 1471435200.0000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1501329600.0000002 15.500000000000002 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1470657600.0000002 1471003200.0000002 11.500000000000002 1472472000.0000002 12.500000000000002 4.5000000000000009 1471780800.0000002 1.0000000180025095e-35 1471953600.0000002 1.0000000180025095e-35 44.500000000000007 1.0000000180025095e-35 1472644800.0000002 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 left_child=3 2 -2 -1 5 7 -7 -5 18 10 11 -10 -9 15 -15 -14 17 -17 19 20 22 -22 -6 -24 26 -26 -20 28 -28 right_child=1 -3 -4 4 8 6 -8 12 9 -11 -12 -13 13 14 -16 16 -18 -19 24 -21 21 -23 23 -25 25 -27 27 -29 -30 leaf_value=1.572392773248214e-05 -0.00064302903779969245 0.0032977096078633042 -0.0035303195036628849 7.0270842778784589e-05 0.00010014977872614266 -0.0011541730504877874 0.0051394295920335663 -3.5699257620985991e-05 -0.0012131488301455001 0.0021756468782349165 -0.0047158685705688272 0.00054255342620475777 -0.0014212389694400593 -0.0012701928741473787 -0.0042682494500695615 -5.4172435708893609e-05 -0.0011153233449763432 0.0036171870245062018 7.8165819823229995e-05 -0.001451982059630502 -0.00074779605456089444 0.0026202917351143204 0.0056918086834111432 -0.001363228253836907 0.00034584939528342932 0.005081012059719797 -0.0003222448562745503 -7.6916541111388451e-05 -0.002229762251640907 leaf_weight=634711 603 113 230 2267 3596 322 165 1118 1011 104 105 435 1494 638 176 954 1025 127 41344 510 303 722 138 124 1400 100 595 120797 319 leaf_count=634711 603 113 230 2267 3596 322 165 1118 1011 104 105 435 1494 638 176 954 1025 127 41344 510 303 722 138 124 1400 100 595 120797 319 internal_value=0 -0.00087429 -0.00144024 1.01532e-06 -5.08818e-05 -0.000461583 0.000978156 -0.000551486 -3.10507e-05 -0.000760956 -0.000957865 -0.000684981 -0.00080628 -0.00100146 -0.00191842 -0.000794121 -0.000349242 0.000377153 -2.39427e-05 0.000352554 0.000541027 0.00162465 0.000253128 0.00235278 -3.62817e-05 0.000661527 -4.27011e-05 -8.37584e-05 -0.000987998 internal_weight=0 946 833 814600 179889 8286 487 7799 171603 1655 1551 1446 5532 4414 814 3600 2106 1081 169948 5393 4883 1025 3858 262 164555 1500 163055 121711 914 internal_count=815546 946 833 814600 179889 8286 487 7799 171603 1655 1551 1446 5532 4414 814 3600 2106 1081 169948 5393 4883 1025 3858 262 164555 1500 163055 121711 914 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=30 num_cat=0 split_feature=4 0 4 4 0 4 4 4 0 4 12 0 25 40 0 0 6 18 37 4 4 4 4 0 0 43 37 0 43 split_gain=0.139109 0.259092 0.103346 0.178133 0.643426 0.105797 0.111788 0.0801202 0.938203 0.937311 0.907674 0.878408 0.770828 0.702895 0.646951 1.55439 2.20971 1.08421 1.07381 0.802817 1.25422 1.65604 0.738842 0.673445 0.639734 0.60755 1.57271 0.962119 0.562137 threshold=109.50000000000001 1476532800.0000002 96.500000000000014 80.500000000000014 1475841600.0000002 75.500000000000014 72.500000000000014 7.5000000000000009 1490443200.0000002 10.500000000000002 1.0000000180025095e-35 1501502400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1494936000.0000002 1493294400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 32.500000000000007 21.500000000000004 24.500000000000004 19.500000000000004 1495627200.0000002 1492776000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1493812800.0000002 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 left_child=2 -2 3 5 -5 6 7 -1 -9 -10 -11 12 13 14 15 18 19 23 24 20 25 -22 -19 -16 28 -17 -27 -28 -12 right_child=1 -3 -4 4 -6 -7 -8 8 9 10 11 -13 -14 -15 17 16 -18 22 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 leaf_value=-1.2711860934309027e-05 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0.00258711 -1.11588e-06 -6.40225e-07 -1.05059e-06 8.32819e-05 0.000539809 0.000946046 0.00126648 0.00134563 0.00149591 0.00155963 0.00234595 0.00439389 0.00102107 0.00112372 0.00276266 0.00341696 0.00911679 -0.00279809 0.00133417 0.000155311 0.00208658 0.00490523 0.00188972 0.000913024 internal_weight=0 223 815323 815214 266 814948 814806 814706 98970 30942 20030 16330 16142 15413 15277 6210 2321 9067 3889 1814 1654 313 687 8380 2903 1341 487 380 2303 internal_count=815546 223 815323 815214 266 814948 814806 814706 98970 30942 20030 16330 16142 15413 15277 6210 2321 9067 3889 1814 1654 313 687 8380 2903 1341 487 380 2303 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=30 num_cat=0 split_feature=3 43 20 3 3 3 43 3 3 3 43 36 3 3 3 20 16 3 20 26 3 25 3 3 3 3 42 41 21 split_gain=0.258513 0.403471 0.392878 0.10941 0.106718 0.367695 0.273862 0.107362 0.360974 0.0842635 0.390947 0.438603 0.413896 0.435728 0.403134 0.345852 0.315107 0.294633 0.250097 0.218496 0.208128 0.203592 0.183833 0.299887 0.686103 0.454629 0.5493 0.455022 0.338833 threshold=112.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 139.00000000000003 98.500000000000014 94.500000000000014 1.0000000180025095e-35 89.500000000000014 86.500000000000014 28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 33.500000000000007 43.500000000000007 44.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 40.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 33.500000000000007 1.0000000180025095e-35 42.500000000000007 47.500000000000007 50.500000000000007 60.500000000000007 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 left_child=4 2 3 -2 5 7 -6 8 9 -1 16 12 15 17 -15 -12 19 -14 -13 20 -11 22 -22 -24 -25 26 -26 28 -27 right_child=1 -3 -4 -5 6 -7 -8 -9 -10 10 11 18 13 14 -16 -17 -18 -19 -20 -21 21 -23 23 24 25 27 -28 -29 -30 leaf_value=6.846421829089742e-06 -0.0082611314290261372 0.0018458592810383348 -0.00028886892392638311 -0.0041424240515782291 0.0038005106462912414 -0.0052765765165642027 -0.0020899565726872692 0.0023848050522800321 -0.0054603677712504045 0.0010573814014628871 -0.0026304571362428392 -0.0049000590519159533 0.00041713934389292002 -0.0062433275732340929 -0.00064179653793141819 0.0023549561854451896 -0.0012650711661170652 0.003502373356009808 -0.00090622794241845936 -0.0029374179764680578 -0.00059403647871873386 0.0024795941868960545 0.0018607882901753446 -0.0034366947016222222 0.0050720315857295129 -0.00066400030389055984 0.00048733712692270413 -0.0071624133531004198 0.0051746136568691752 leaf_weight=795736 128 193 201 130 227 132 121 189 121 3047 1224 395 1357 137 2066 157 1466 401 260 205 3233 338 1062 510 393 1128 780 100 109 leaf_count=795736 128 193 201 130 227 132 121 189 121 3047 1224 395 1357 137 2066 157 1466 401 260 205 3233 338 1062 510 393 1128 780 100 109 internal_value=0 -0.00199042 -0.00360349 -0.00618581 1.59254e-06 8.44545e-07 0.00175239 1.69991e-06 1.14674e-06 1.95848e-06 -0.000209796 -0.000872415 -0.000572956 -5.32133e-05 -0.000990144 -0.00206369 0.000111416 0.00112088 -0.00331472 0.000296463 0.00035842 8.01328e-05 -3.07377e-05 0.000415403 -9.28754e-05 0.000586546 0.00202339 -0.000674047 -0.000149523 internal_weight=0 652 459 258 814894 814546 348 814414 814225 814104 18368 5997 5342 3961 2203 1381 12371 1758 655 10905 10700 7653 7315 4082 3020 2510 1173 1337 1237 internal_count=815546 652 459 258 814894 814546 348 814414 814225 814104 18368 5997 5342 3961 2203 1381 12371 1758 655 10905 10700 7653 7315 4082 3020 2510 1173 1337 1237 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=30 num_cat=0 split_feature=3 4 4 3 4 3 4 3 3 36 4 3 4 3 4 3 3 3 1 27 4 3 3 1 23 3 4 4 4 split_gain=0.218459 1.69829 1.14443 0.886447 1.10554 1.03397 0.99501 1.28234 0.888463 0.883282 0.71013 1.38634 1.08264 1.07456 1.23854 1.7557 0.838589 0.84958 0.953757 0.805203 0.745194 0.686918 0.648857 0.871455 0.6312 0.693371 2.06319 0.627279 0.615683 threshold=132.50000000000003 99.500000000000014 80.500000000000014 104.50000000000001 67.500000000000014 82.500000000000014 58.500000000000007 86.500000000000014 94.500000000000014 1.0000000180025095e-35 47.500000000000007 60.500000000000007 43.500000000000007 55.500000000000007 36.500000000000007 46.500000000000007 42.500000000000007 48.500000000000007 3.5000000000000004 1.0000000180025095e-35 32.500000000000007 170.50000000000003 50.500000000000007 2.5000000000000004 1.0000000180025095e-35 69.500000000000014 54.500000000000007 52.500000000000007 27.500000000000004 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 left_child=2 -2 3 4 5 10 -7 -8 -6 -9 11 12 13 14 15 28 -16 -18 -19 -17 -21 -3 23 -22 25 27 -27 -12 -1 right_child=1 21 -4 -5 8 6 7 9 -10 -11 24 -13 -14 -15 16 19 17 18 -20 20 22 -23 -24 -25 -26 26 -28 -29 -30 leaf_value=-3.8159465859062059e-06 -0.013587779682129623 0.0075711213052272802 0.0070540537328823748 -0.0060028325109477577 0.013028800729983326 -0.0098560467607789123 0.0078300442563386651 0.0006595891588438616 0.0013050941007262838 -0.011140308239141375 0.0076058275825841336 -0.0039782076076486797 0.0053314865865008885 -0.0043293634480366036 -0.0051327529813473428 0.00087931077402783999 0.0070035155213830115 0.00025379288914416023 0.0087944828032416374 -0.0092743968430279086 -0.0039895068302198697 -0.0024859123087177678 -0.0075254484692433947 0.0065765275595628704 -0.0032319359422203092 -0.0039121599634388922 0.0064457709380813773 -0.00029284737836149404 0.0011317622253944257 leaf_weight=803070 100 114 230 246 116 204 111 131 146 123 412 876 381 573 120 271 475 736 159 313 243 168 217 115 189 404 367 133 4803 leaf_count=803070 100 114 230 246 116 204 111 131 146 123 412 876 381 573 120 271 475 736 159 313 243 168 217 115 189 404 367 133 4803 internal_value=0 -0.00239085 1.12039e-06 -8.70167e-07 9.42162e-07 -1.14721e-06 -0.00426248 -0.00113621 0.00649574 -0.00505453 1.83206e-06 -2.18854e-06 2.10363e-06 -3.99774e-07 2.6606e-06 -2.64437e-06 0.00288312 0.00358524 0.00177108 -0.00389195 -0.00534804 0.0015797 -0.00321073 -0.00059539 0.00217203 0.00294813 0.00101827 0.00567826 2.93534e-06 internal_weight=0 382 815164 814934 814688 814426 569 365 262 254 813857 812352 811476 811095 810522 809032 1490 1370 895 1159 888 282 575 358 1505 1316 771 545 807873 internal_count=815546 382 815164 814934 814688 814426 569 365 262 254 813857 812352 811476 811095 810522 809032 1490 1370 895 1159 888 282 575 358 1505 1316 771 545 807873 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=30 num_cat=0 split_feature=3 4 4 3 4 3 3 4 3 4 4 3 4 3 4 3 3 3 17 19 3 4 7 22 19 3 4 3 4 split_gain=0.198274 1.6728 0.925714 0.440489 0.81646 0.992768 0.401587 1.35997 0.532435 2.25605 0.62344 1.07473 0.876936 0.870391 1.00322 1.42211 0.679257 0.68816 0.628293 0.738051 0.946359 1.47321 0.878648 0.606192 0.539239 0.830583 0.516394 1.81818 1.22059 threshold=112.50000000000001 77.500000000000014 82.500000000000014 126.50000000000001 98.500000000000014 163.50000000000003 94.500000000000014 67.500000000000014 81.500000000000014 55.500000000000007 47.500000000000007 60.500000000000007 43.500000000000007 55.500000000000007 36.500000000000007 46.500000000000007 42.500000000000007 48.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 69.500000000000014 54.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 45.500000000000007 25.500000000000004 29.500000000000004 20.500000000000004 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 left_child=1 6 -2 -4 -5 -6 7 8 10 -10 11 12 13 14 15 26 -16 24 19 22 -21 -22 -12 -17 25 -18 27 28 -1 right_child=2 -3 3 4 5 -7 -8 -9 9 -11 18 -13 -14 -15 16 23 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-2.9270279165053908e-06 -0.0090487907465588123 0.01280682285261505 0.0060141920685195006 -0.0086897245364759221 0.0088218095951375711 -0.0030265240008553501 -0.0032166121295322037 0.011019912473524789 -0.014958784985356034 0.00060082209496952908 -0.0050507036436425699 -0.0035086657058357069 0.0047983379565238017 -0.0038964270821725379 -0.0046194775371501849 0.0020517550507758559 -0.0031037829332136082 0.0015939697237976687 0.0083452203285156023 0.0083711438609245133 -0.0049405710909160832 0.0078651854329428086 0.0022651206058760484 -0.0044443826452562514 0.010447890954042869 0.007919531536014008 0.0008603479775446659 -0.0020357219882561266 0.0016551138560599078 leaf_weight=792065 137 102 104 109 113 189 388 112 124 375 292 873 381 573 120 168 113 895 144 266 210 157 375 991 189 173 6959 4384 4465 leaf_count=792065 137 102 104 109 113 189 388 112 124 375 292 873 381 573 120 168 113 895 144 266 210 157 375 991 189 173 6959 4384 4465 internal_value=0 1.39471e-06 -0.00174315 0.000200286 -0.00127087 0.00140679 -2.08346e-07 1.32402e-06 -1.91508e-07 -0.00326569 1.81083e-06 -1.8794e-06 1.89326e-06 -3.59797e-07 2.39454e-06 -2.37994e-06 0.00259481 0.00322672 0.00207782 0.00138358 0.00382944 0.000537641 -0.000937609 -0.00350275 0.00630316 0.00356417 2.64181e-06 -4.81065e-06 6.36723e-06 internal_weight=0 814894 652 515 411 302 814792 814404 814292 499 813793 812349 811476 811095 810522 809032 1490 1370 1444 1300 633 367 667 1159 475 286 807873 800914 796530 internal_count=815546 814894 652 515 411 302 814792 814404 814292 499 813793 812349 811476 811095 810522 809032 1490 1370 1444 1300 633 367 667 1159 475 286 807873 800914 796530 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=30 num_cat=0 split_feature=3 4 4 3 4 3 3 4 3 3 1 4 1 4 3 27 4 3 4 3 27 17 4 3 16 3 1 4 43 split_gain=0.160602 1.35496 0.749829 0.356796 0.723659 0.650018 0.35528 0.449626 0.653339 0.588951 0.895094 0.639083 0.691153 0.504987 0.870532 0.71044 0.710318 0.705017 0.812606 1.15191 0.637935 0.633568 0.613274 0.550198 0.573287 0.600002 1.03817 0.646802 0.625183 threshold=112.50000000000001 77.500000000000014 82.500000000000014 126.50000000000001 102.50000000000001 170.50000000000003 105.50000000000001 67.500000000000014 94.500000000000014 81.500000000000014 4.5000000000000009 63.500000000000007 1.5000000000000002 47.500000000000007 60.500000000000007 1.0000000180025095e-35 43.500000000000007 55.500000000000007 36.500000000000007 46.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 32.500000000000007 42.500000000000007 1.0000000180025095e-35 47.500000000000007 2.5000000000000004 40.500000000000007 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 left_child=1 6 -2 -4 -5 -6 7 9 -9 13 11 12 -11 14 16 -15 17 18 19 -1 -21 -17 -22 -20 25 28 27 -27 -25 right_child=2 -3 3 4 5 -7 -8 8 -10 10 -12 -13 -14 15 -16 21 -18 -19 23 20 22 -23 -24 24 -26 26 -28 -29 -30 leaf_value=2.3776253023068741e-06 -0.0081439116000143457 0.011526140530465865 0.0054127726488961622 -0.0069503374224370159 0.0081855514616358521 -0.0019346689228855428 -0.0059016285025898152 0.0099179211305454387 -0.00029694872882059763 -0.0033876342594839621 0.0051868729005483064 0.00063770576884412467 -0.012106182411182753 -0.002942521377211702 -0.003157799140582734 0.0020919998610078559 0.004318504090227793 -0.0035067843957120484 -0.0041575298926909456 0.0010943891100645474 -0.0080104419390281175 0.0095389890018850575 -0.0025096184828359153 0.010388677447687749 -0.0035804135773721485 -0.0018719680203612525 0.0077270588286221034 0.0049265577951446184 0.0012540144449018915 leaf_weight=807873 137 102 104 141 102 168 102 112 142 222 110 157 154 253 873 1063 381 573 120 271 313 128 575 215 124 466 250 200 115 leaf_count=807873 137 102 104 141 102 168 102 112 142 222 110 157 154 253 873 1063 381 573 120 271 313 128 575 215 124 466 250 200 115 internal_value=0 1.25524e-06 -0.00156884 0.000180258 -0.00114379 0.00188853 -1.87511e-07 5.51355e-07 0.00420725 -7.60597e-07 -0.00302602 -0.00472099 -0.00695853 1.62974e-06 -1.69146e-06 0.00187003 1.70394e-06 -3.23817e-07 2.15508e-06 -2.14194e-06 -0.00315248 0.00289235 -0.00444853 0.00233533 0.00290405 0.00354937 0.00223225 0.000169631 0.00720539 internal_weight=0 814894 652 515 411 270 814792 814690 254 814436 643 533 376 813793 812349 1444 811476 811095 810522 809032 1159 1191 888 1490 1370 1246 916 666 330 internal_count=815546 814894 652 515 411 270 814792 814690 254 814436 643 533 376 813793 812349 1444 811476 811095 810522 809032 1159 1191 888 1490 1370 1246 916 666 330 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=30 num_cat=0 split_feature=3 0 3 3 3 3 3 43 0 3 0 0 0 0 13 0 43 3 20 0 0 37 3 3 3 0 19 3 0 split_gain=0.145452 0.383601 0.217734 0.209119 0.35602 0.0966115 0.22354 0.220456 0.199579 0.0872339 0.679286 0.594239 0.451315 0.844007 0.6833 0.591134 0.872804 1.01912 0.573269 0.442331 0.529316 0.412532 1.47548 0.418645 0.411369 0.34321 0.337303 0.722805 0.477268 threshold=132.50000000000003 1480852800.0000002 163.50000000000003 121.50000000000001 112.50000000000001 98.500000000000014 94.500000000000014 1.0000000180025095e-35 1477310400.0000002 34.500000000000007 1497096000.0000002 1496750400.0000002 1482235200.0000002 1480939200.0000002 1.0000000180025095e-35 1479470400.0000002 1.0000000180025095e-35 47.500000000000007 1.0000000180025095e-35 1480075200.0000002 1480593600.0000002 1.0000000180025095e-35 51.500000000000007 50.500000000000007 84.500000000000014 1483272000.0000002 1.0000000180025095e-35 38.500000000000007 1500120000.0000002 decision_type=2 2 2 2 2 2 2 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 4 5 6 9 8 -7 -1 11 12 13 15 24 -11 19 -18 21 -17 -21 22 -15 -23 25 -14 28 -28 -12 right_child=1 -3 -4 -5 -6 7 -8 -9 -10 10 26 -13 14 18 -16 16 17 -19 -20 20 -22 23 -24 -25 -26 -27 27 -29 -30 leaf_value=5.2110566556215832e-06 -0.0011449023996654929 0.0023601748118760872 -0.0070804452736869111 0.003980837214851019 -0.0050785280848461871 0.00052634157998635706 -0.0041144480995805649 -0.0017804345608619619 0.0064566652176150114 1.9720178497172078e-05 0.0024977327257976181 -0.0080843711911601206 -0.0045241672156978987 0.004339912886118129 -0.0086494922471494397 -0.0048812592088361278 -0.0147881944714882 -0.0019473445415496829 0.0079971369035461894 0.0054178612457849743 -0.0030666174948244364 0.00084095885289595443 -0.0098107198417861155 0.0086223566023878352 -0.0069568537165443497 -0.00064453298409504868 -0.0030372960711471165 0.005378008119884487 -0.0022185520598976575 leaf_weight=801672 117 134 131 132 138 113 132 121 114 5249 507 103 242 202 121 150 114 135 186 171 129 149 116 129 114 3948 130 475 372 leaf_count=801672 117 134 131 132 138 113 132 121 114 5249 507 103 242 202 121 150 114 135 186 171 129 149 116 129 114 3948 130 475 372 internal_value=0 -0.00195086 -0.00428021 9.14207e-07 2.69631e-07 1.12971e-06 4.18014e-07 0.00166697 0.00350457 1.08495e-06 -0.000258512 -0.000523602 -0.00045379 6.19778e-05 -0.00123822 -0.000344076 -0.00307593 -0.00782629 0.00315048 -0.000447396 0.00176954 0.00163793 -0.000821953 0.00445175 -0.00102987 -0.000868607 0.00175253 0.00356976 0.000501762 internal_weight=0 382 248 815164 815032 814894 814546 348 227 814414 12742 11258 11155 6730 4425 5948 699 249 782 450 300 596 318 278 4304 4190 1484 605 879 internal_count=815546 382 248 815164 815032 814894 814546 348 227 814414 12742 11258 11155 6730 4425 5948 699 249 782 450 300 596 318 278 4304 4190 1484 605 879 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=30 num_cat=0 split_feature=3 3 3 3 20 23 3 3 3 3 3 43 24 32 3 3 8 12 3 3 3 25 3 3 3 3 3 3 3 split_gain=0.117816 0.311838 0.169386 0.288376 0.12684 0.0791944 0.159934 0.152332 0.348968 0.195275 0.106099 0.383536 0.339806 0.346021 0.365095 0.298058 0.188957 0.443686 0.619493 0.778378 0.54275 0.185159 0.173751 0.205843 0.199634 0.174575 0.198961 0.414821 0.288532 threshold=132.50000000000003 203.50000000000003 121.50000000000001 112.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 80.500000000000014 64.500000000000014 56.500000000000007 52.500000000000007 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 96.500000000000014 84.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 41.500000000000007 32.500000000000007 52.500000000000007 1.0000000180025095e-35 96.500000000000014 88.500000000000014 82.500000000000014 73.500000000000014 51.500000000000007 54.500000000000007 47.500000000000007 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 left_child=2 4 3 5 -2 10 7 8 9 -7 -1 12 13 14 15 16 21 -18 19 -19 -20 -12 23 24 25 26 28 -28 -13 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 11 22 -14 -15 -16 -17 17 18 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=-7.4806579717022144e-06 -0.0018392208897686333 0.0029155332129448654 0.0035827533426609909 -0.0045706753200594934 -0.0062451043086392544 5.698668084624484e-05 0.0039411311298125553 -0.0029017691327869123 0.004771047394876932 -0.0041198177373319468 8.8990951878043387e-05 -0.00070114511919187319 -0.0017016288348692234 -0.0028712984913743349 0.0043197829741984609 -0.0032054755898383944 0.0067120501902337149 0.0001805792636424057 -0.0088855260948293678 0.0088866762694711169 0.001163298600456781 0.0018428779100998775 -0.004250294852502428 0.0037698935852973786 -0.0048477071461845832 0.002046965347683948 -0.0055835962541979723 -0.00096901531080525452 0.0021121929564439294 leaf_weight=600423 173 104 132 138 105 187746 106 174 157 112 13507 7195 1016 362 218 253 146 378 107 141 108 630 138 103 116 230 249 895 384 leaf_count=600423 173 104 132 138 105 187746 106 174 157 112 13507 7195 1016 362 218 253 146 378 107 141 108 630 138 103 116 230 249 895 384 internal_value=0 -0.00175577 8.22786e-07 2.42668e-07 -0.00350331 1.01674e-06 5.78853e-05 5.5698e-05 5.8435e-05 5.44965e-05 -1.60724e-05 -0.00021315 7.1244e-05 0.000184887 0.000256319 0.000198307 0.000255653 0.00167741 0.000675974 0.00254582 -0.00383774 0.000167151 -0.000728358 -0.000675368 -0.000725854 -0.000672449 -0.000744152 -0.00197341 -0.000558604 internal_weight=0 382 815164 815032 278 814894 188295 188189 188015 187858 626599 26176 16866 15850 15488 15270 15017 880 734 519 215 14137 9310 9172 9069 8953 8723 1144 7579 internal_count=815546 382 815164 815032 278 814894 188295 188189 188015 187858 626599 26176 16866 15850 15488 15270 15017 880 734 519 215 14137 9310 9172 9069 8953 8723 1144 7579 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=30 num_cat=0 split_feature=4 3 4 3 4 3 3 4 3 4 4 3 4 27 37 3 4 3 5 3 27 4 3 27 4 4 5 4 3 split_gain=0.161628 0.747274 0.603976 0.516947 0.837453 0.481191 0.2711 1.07389 0.93679 0.598213 0.43849 1.45848 1.18797 1.42111 0.643894 0.631226 0.608987 0.644489 0.574863 0.757367 0.572149 0.519332 0.887287 0.573383 0.48439 0.461483 0.506439 0.457087 1.49019 threshold=109.50000000000001 132.50000000000003 80.500000000000014 97.500000000000014 67.500000000000014 195.00000000000003 81.500000000000014 56.500000000000007 86.500000000000014 62.500000000000007 51.500000000000007 69.500000000000014 46.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 58.500000000000007 42.500000000000007 61.500000000000007 1.0000000180025095e-35 71.500000000000014 1.0000000180025095e-35 36.500000000000007 46.500000000000007 1.0000000180025095e-35 45.500000000000007 32.500000000000007 1.0000000180025095e-35 25.500000000000004 28.500000000000004 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 left_child=1 2 3 4 6 -2 10 -8 -9 -10 11 12 15 -14 18 21 20 -18 19 -12 -17 22 27 -24 -13 26 -25 28 -1 right_child=5 -3 -4 -5 -6 -7 7 8 9 -11 14 24 13 -15 -16 16 17 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 leaf_value=5.7964800624872771e-06 0.0073999643461270768 -0.0067297891298816956 0.0051925222364453865 -0.0034511462311058688 0.0073038209989002558 -0.0018913163086481854 -0.0089988414329482333 0.0060698548153574981 -0.0093827958906871622 0.0012761009243232285 -0.0096825200437319174 -0.00028973299570416458 -0.0058217954684832048 0.0067557094611075466 0.0068947859441063231 0.001000252424838763 0.0044956981649415364 -0.003111960357198594 0.0034680840228956387 0.0014462396550563074 -0.0075954786597345119 0.0016068497237813686 0.0012102794868506267 -0.011118177107020625 -0.0081547726299741295 -0.0022293278523866085 -0.0033275800066169454 0.00080850039074520114 -0.0016579823945919066 leaf_weight=795494 110 165 224 434 157 113 164 175 101 110 101 107 110 490 224 103 180 292 308 155 312 2010 290 152 292 609 185 6959 5420 leaf_count=795494 110 165 224 434 157 113 164 175 101 110 101 107 110 490 224 103 180 292 308 155 312 2010 290 152 292 609 185 6959 5420 internal_value=0 -7.36244e-07 6.25815e-07 -8.01276e-07 1.03721e-06 0.00269183 -3.70715e-07 -0.00221978 0.000660449 -0.00382603 1.12926e-06 -1.15602e-06 1.81188e-06 0.00444983 0.00235893 -1.47481e-06 -0.00266768 -0.000210735 0.000557451 -0.0029444 -0.00546208 1.44082e-06 -2.54736e-06 -0.00267981 -0.0060456 -0.00387233 -0.00684144 1.5487e-06 -5.46276e-06 internal_weight=0 815323 815158 814934 814500 223 814343 550 386 211 813793 813005 812606 600 788 812006 887 472 564 256 415 811119 809109 1236 399 946 337 807873 800914 internal_count=815546 815323 815158 814934 814500 223 814343 550 386 211 813793 813005 812606 600 788 812006 887 472 564 256 415 811119 809109 1236 399 946 337 807873 800914 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=30 num_cat=0 split_feature=3 22 0 0 3 3 3 3 3 3 19 3 0 3 0 3 3 0 0 0 0 3 0 43 3 3 0 27 3 split_gain=0.0934761 0.485938 0.380927 0.592196 0.202173 0.201517 0.183039 0.16156 0.0824078 0.133524 0.0702905 0.183625 1.52231 0.226493 1.52304 0.485281 0.779742 0.321004 0.505594 0.44076 0.601805 0.556746 0.200169 0.479177 0.190282 0.172539 0.74711 1.02767 0.882636 threshold=106.50000000000001 1.0000000180025095e-35 1486036800.0000002 1474286400.0000002 98.500000000000014 142.50000000000003 94.500000000000014 127.50000000000001 89.500000000000014 86.500000000000014 1.0000000180025095e-35 75.500000000000014 1479470400.0000002 56.500000000000007 1489838400.0000002 51.500000000000007 50.500000000000007 1481630400.0000002 1485518400.0000002 1478260800.0000002 1473768000.0000002 64.500000000000014 1485345600.0000002 1.0000000180025095e-35 49.500000000000007 7.5000000000000009 1486555200.0000002 1.0000000180025095e-35 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 left_child=4 -2 3 5 6 -3 8 -5 9 10 -1 13 -13 15 17 16 24 19 -19 20 21 -15 23 -17 25 -12 -27 -28 -29 right_child=1 2 -4 7 -6 -7 -8 -9 -10 -11 11 12 -14 14 -16 22 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 leaf_value=1.9202051464525523e-05 -0.0072217581214735638 0.0047285909015209156 0.0040602873285819673 -0.0073247059700652095 0.003045962162213315 -0.0010713564351611182 -0.0037232463856608695 -0.0023546320276663585 0.0020887042706211408 -0.0033212974821486747 -8.4958056831350005e-05 0.0051566085507072611 -0.0086024822979416261 0.0072299915648597699 0.0076619287577076728 -0.00042021623499858293 0.0081537088323063375 -0.0081889261869946498 0.0010784514427800245 0.0049211758024896848 -0.0053344578512897842 -0.0030087992032565695 -0.00069584817495293571 -0.0085147822313357772 -0.003979249465150562 -0.00021486346169540213 -0.00088163114374435389 0.0013428220859914893 -0.001676664620553308 leaf_weight=585590 111 133 167 126 218 109 132 136 189 121 187137 146 179 112 286 134 116 128 109 159 193 101 193 161 123 23318 3353 11509 1057 leaf_count=585590 111 133 167 126 218 109 132 136 189 121 187137 146 179 112 286 134 116 128 109 159 193 101 193 161 123 23318 3353 11509 1057 internal_value=0 -0.00109279 -7.89123e-05 -0.00145043 1.04885e-06 0.00211622 2.33928e-07 -0.00474482 8.37429e-07 3.52788e-07 8.46483e-07 -4.61915e-05 -0.00242148 -4.28085e-05 0.00139657 -4.97043e-05 -4.29208e-05 -0.000837711 -0.00392671 0.00045803 -0.00128985 0.00237498 -0.00319977 -0.00483793 -4.71187e-05 -4.49821e-05 0.000145679 0.000673798 0.00108884 internal_weight=0 782 671 504 814764 242 814546 262 814414 814225 814104 228514 325 228189 1088 227101 226613 802 237 565 406 213 488 295 226497 226374 39237 15919 12566 internal_count=815546 782 671 504 814764 242 814546 262 814414 814225 814104 228514 325 228189 1088 227101 226613 802 237 565 406 213 488 295 226497 226374 39237 15919 12566 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=30 num_cat=0 split_feature=3 3 3 3 3 3 3 5 3 3 3 12 3 3 3 3 3 3 3 20 3 23 14 3 3 19 3 3 3 split_gain=0.0945767 0.300362 0.0704199 0.266221 0.0876431 0.183798 0.0734385 0.218053 0.148261 0.0667503 0.108154 0.0620473 0.0939869 0.12072 0.216474 0.122675 0.0917464 0.22303 0.191833 0.830731 0.27047 0.463427 0.194087 0.330621 0.133086 0.426734 0.106615 0.281337 0.112225 threshold=203.50000000000003 156.50000000000003 139.00000000000003 126.50000000000001 119.50000000000001 112.50000000000001 98.500000000000014 1.0000000180025095e-35 94.500000000000014 89.500000000000014 86.500000000000014 1.0000000180025095e-35 68.500000000000014 57.500000000000007 52.500000000000007 49.500000000000007 33.500000000000007 34.500000000000007 24.500000000000004 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 20.500000000000004 1.0000000180025095e-35 41.500000000000007 43.500000000000007 35.500000000000007 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 left_child=1 2 3 4 5 6 8 -8 9 10 11 12 13 14 15 16 18 -18 20 -20 24 -22 23 -21 -1 -26 28 -28 -19 right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 26 19 22 21 -23 -24 -25 25 -27 27 -29 -30 leaf_value=4.550318577410892e-05 0.0030154192891831584 -0.0049216721777714072 0.0025303725796667013 -0.005034970790147782 0.0028759355182355305 -0.0042237111864593425 -0.00079004787960586763 0.0042464252480215606 -0.0033509218437371385 0.001879833953543788 -0.0029891676941024496 -1.663923859830247e-05 -0.0022459859638500898 0.0023718933118590793 -0.0037409711927514746 0.0034802711837633423 -0.0048265493633094132 0.0016910690011856849 -8.3894356237987331e-05 -0.00097135859934367914 -0.0032090423799344134 0.00083341908721930021 0.0076926119090976984 0.0058527551275673103 1.2535332749743413e-05 0.0070240939536597574 0.0043453679378695886 -0.00099513409509604427 -0.0016378841809995906 leaf_weight=225893 104 124 110 105 106 103 193 155 132 189 121 582630 179 223 151 104 124 121 1541 113 664 495 152 191 354 115 152 281 621 leaf_count=225893 104 124 110 105 106 103 193 155 132 189 121 582630 179 223 151 104 124 121 1541 113 664 495 152 191 354 115 152 281 621 internal_value=0 -3.84581e-07 3.63887e-07 2.25006e-08 6.71099e-07 2.97137e-07 8.31038e-07 0.00145321 2.10536e-07 7.53686e-07 3.17509e-07 7.61836e-07 4.45611e-05 4.63337e-05 4.40894e-05 4.65645e-05 4.50174e-05 -0.000793022 4.97604e-05 0.00102559 4.11953e-05 -0.00148254 0.00477498 0.00331616 4.8997e-05 0.00173179 -0.000367356 0.000879592 -0.00109502 internal_weight=0 815442 815318 815208 815103 814997 814894 348 814546 814414 814225 814104 231474 231295 231072 230921 230817 1299 229518 1997 227521 1159 456 304 226362 469 1175 433 742 internal_count=815546 815442 815318 815208 815103 814997 814894 348 814546 814414 814225 814104 231474 231295 231072 230921 230817 1299 229518 1997 227521 1159 456 304 226362 469 1175 433 742 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=30 num_cat=0 split_feature=4 3 27 3 4 3 4 3 1 27 0 27 0 1 16 1 4 0 27 3 20 0 1 3 3 4 0 0 0 split_gain=0.156768 1.57809 1.69929 1.28894 1.12811 1.01112 1.00714 1.74881 2.14793 1.50033 1.36775 1.00434 0.826552 0.794809 0.955849 0.758298 0.740026 1.53622 1.41914 1.7284 0.836501 1.84703 0.729818 1.12228 0.877139 0.822065 1.17521 0.729488 0.718745 threshold=23.500000000000004 28.500000000000004 1.0000000180025095e-35 35.500000000000007 30.500000000000004 25.500000000000004 18.500000000000004 22.500000000000004 1.5000000000000002 1.0000000180025095e-35 1488110400.0000002 1.0000000180025095e-35 1487073600.0000002 7.5000000000000009 1.0000000180025095e-35 39.500000000000007 17.500000000000004 1474977600.0000002 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 1492430400.0000002 1.5000000000000002 26.500000000000004 22.500000000000004 20.500000000000004 1496145600.0000002 1479124800.0000002 1496232000.0000002 decision_type=2 2 2 2 2 2 2 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 -5 -2 7 16 -9 -8 12 -7 -11 14 -13 -6 -1 -18 -19 -20 21 -21 23 -12 -24 28 -27 -10 -26 right_child=3 2 -4 4 15 11 9 8 27 10 22 13 -14 -15 -16 -17 17 18 19 20 -22 -23 24 -25 25 26 -28 -29 -30 leaf_value=-1.4876279082297983e-06 -0.0049861651735388993 0.0013654457879726956 -0.0034721430036492315 -0.0018884064455298858 0.00041027311753163444 -0.0006623297383402981 -0.0012628821857968713 -0.00028151872272481085 -0.0021963704827580575 0.0011574951229131032 0.0040613478874287155 0.00386173143128331 -0.0066488140485656102 -0.0026920571797507727 -0.0022611879011882204 -0.0079037073697592764 -0.0051816126052215581 -0.0019325227553097823 -0.0025371336462822829 0.0062640832253417923 0.0023720477325351614 0.019430042744077596 0.00092396297625132974 -0.0040348631290109804 0.0001213030843064189 0.017101979304267014 0.0045957202282477551 -0.0069189190128701996 0.010241637301445007 leaf_weight=782658 214 1013 2564 3082 9395 1041 1816 2301 510 3027 908 2851 142 237 280 111 234 332 198 362 190 151 210 211 160 184 127 912 125 leaf_count=782658 214 1013 2564 3082 9395 1041 1816 2301 510 3027 908 2851 142 237 280 111 234 332 198 362 190 151 210 211 160 184 127 912 125 internal_value=0 -6.43747e-06 -0.00210215 0.000298603 -0.000225839 0.00172661 2.99477e-06 -7.54778e-06 -0.00216975 0.00120501 0.00208481 0.00205243 0.000807702 0.00289152 0.00331417 0.000313192 2.71828e-06 0.00224661 0.00365635 0.00571573 0.00804015 0.0101394 0.00418723 0.00253472 0.00648147 0.00843965 0.0119949 -0.00522518 0.00456005 internal_weight=0 798335 3577 17211 12588 4623 794758 787848 3723 6910 5094 4409 3169 3368 3131 9506 784125 1467 1233 901 703 513 1925 1119 806 596 311 1422 285 internal_count=815546 798335 3577 17211 12588 4623 794758 787848 3723 6910 5094 4409 3169 3368 3131 9506 784125 1467 1233 901 703 513 1925 1119 806 596 311 1422 285 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=30 num_cat=0 split_feature=4 3 4 0 3 0 4 3 0 3 4 3 27 3 0 3 4 6 27 3 20 3 4 4 0 3 4 0 27 split_gain=0.152454 0.58165 0.525919 0.478266 0.455432 0.858967 0.69846 0.432552 0.390642 0.408315 0.224831 1.30819 1.32848 0.807865 0.844794 0.627363 0.56715 0.921679 0.924919 0.908452 0.623427 0.504362 0.478149 0.417577 0.332505 0.327527 0.917283 0.86146 1.22032 threshold=109.50000000000001 132.50000000000003 80.500000000000014 1479124800.0000002 97.500000000000014 1488801600.0000002 67.500000000000014 195.00000000000003 1476014400.0000002 106.50000000000001 56.500000000000007 75.500000000000014 1.0000000180025095e-35 86.500000000000014 1480420800.0000002 81.500000000000014 47.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 70.500000000000014 1.0000000180025095e-35 69.500000000000014 62.500000000000007 59.500000000000007 1479470400.0000002 53.500000000000007 40.500000000000007 1492084800.0000002 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 left_child=1 2 4 -4 6 8 10 -2 9 -6 11 16 -13 14 -12 -14 19 18 -18 25 21 24 -15 -16 -20 -1 27 28 -27 right_child=7 -3 3 -5 5 -7 -8 -9 -10 -11 13 12 15 22 23 -17 17 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 leaf_value=2.363061361267749e-06 0.0070781611989844924 -0.0059374149008230735 0.0098087462918976173 0.00054361887276172644 0.0013637642615607808 0.0048910894282162198 0.0066701617756277131 -0.0017310296572678912 -0.010124241856852503 -0.0074552094661408941 0.0085831039689581497 0.003748309492712488 -0.0053652126453411974 -0.008298624987428142 0.0049444265638997498 -0.01465908252944549 -0.0040431382777246323 -0.0039255158069843804 0.014098469222133812 -0.0094852966288713255 -0.00025547299380988294 0.0031492645515821364 0.0012307857042866421 -0.003359186358043346 0.0072224780687919037 0.0026011412104015195 0.00045396315107149753 0.0015618206753929978 -0.0085924603015679387 leaf_weight=810271 110 165 104 120 105 100 157 113 124 105 223 111 184 101 104 120 121 183 110 101 146 191 110 145 195 126 1169 203 429 leaf_count=810271 110 165 104 120 105 100 157 113 124 105 223 111 184 101 104 120 121 183 110 101 146 191 110 145 195 126 1169 203 429 internal_value=0 -7.15044e-07 4.86632e-07 0.00484529 -8.45053e-07 -0.0032394 8.80585e-07 0.00261431 -0.00567368 -0.00304572 -4.05208e-07 -1.92756e-06 -0.005615 0.00181317 0.00411265 -0.00903385 9.36805e-07 0.00244803 0.00397668 -1.91307e-06 0.0054882 0.00717888 -0.00333069 0.000108989 0.00970234 -7.33773e-07 -0.0013029 -0.00401236 -0.00605121 internal_weight=0 815323 815158 224 814934 434 814500 223 334 210 814343 813660 415 683 472 304 813245 946 763 812299 642 496 211 249 305 812198 1927 758 555 internal_count=815546 815323 815158 224 814934 434 814500 223 334 210 814343 813660 415 683 472 304 813245 946 763 812299 642 496 211 249 305 812198 1927 758 555 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=30 num_cat=0 split_feature=4 3 27 3 22 4 41 3 0 27 3 4 0 0 4 3 19 27 19 0 4 3 0 0 0 0 3 0 4 split_gain=0.137202 1.27594 1.37433 1.02819 1.14044 1.11944 1.01292 1.03163 0.988078 0.878361 1.02547 1.83453 1.53177 0.819487 0.815786 1.41654 2.19681 1.21527 1.24259 1.24257 1.07539 1.24758 0.909402 1.00932 0.828383 0.799012 0.786718 0.678463 0.969583 threshold=23.500000000000004 28.500000000000004 1.0000000180025095e-35 36.500000000000007 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 25.500000000000004 1495886400.0000002 1.0000000180025095e-35 40.500000000000007 26.500000000000004 1473249600.0000002 1497960000.0000002 18.500000000000004 22.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1491393600.0000002 22.500000000000004 24.500000000000004 1475496000.0000002 1472817600.0000002 1479038400.0000002 1496059200.0000002 38.500000000000007 1493208000.0000002 21.500000000000004 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 left_child=1 14 -3 4 -2 8 7 -6 9 -5 11 -11 -13 -10 15 -1 -17 -16 19 -19 21 25 23 -23 -18 -20 -14 -4 -29 right_child=3 2 27 5 6 -7 -8 -9 13 10 -12 12 26 -15 17 16 24 18 20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 leaf_value=2.2101476995729277e-06 -0.0013975772519438457 0.0012280002396099759 -0.0040470289247963049 0.00083067948038424071 -0.0066073821023969921 0.00027687476539253454 0.0104003027209068 0.0022244388662583082 0.0094445842104808747 -0.008839505788287667 -0.0069887444970113373 0.0094282746917974114 0.0015657308647727094 -0.00048728163039615742 -0.0011368302704409363 -5.4263103439099685e-05 -0.0020818770953560345 -0.00075517063461312691 0.0043194993467988154 0.0038395901399834436 0.010792624082454702 -0.00012146211715776528 -0.0012518639778643448 0.012709831581574627 -0.0070301678567428853 0.012312579864547367 -0.0057604415855317748 -0.0037101074931866853 0.0042293996077633518 leaf_weight=784125 1106 1013 1938 492 137 9410 146 3821 120 283 677 156 328 270 1816 2311 562 2105 838 817 194 134 746 113 850 147 265 354 272 leaf_count=784125 1106 1013 1938 492 137 9410 146 3821 120 283 677 156 328 270 1816 2311 562 2105 838 817 194 134 746 113 850 147 265 354 272 internal_value=0 -6.02235e-06 -0.00189046 0.000279348 0.00145242 -0.000229917 0.00222047 0.00191874 -0.00207049 -0.00289251 -0.00396437 -0.00198036 0.000611286 0.00256868 2.45899e-06 -7.02931e-06 -0.00195301 0.00108427 0.00187609 0.000529538 0.00368762 0.00299077 0.000489471 0.00574872 -0.00506066 0.00551238 -0.00170819 -0.00312251 -0.000260354 internal_weight=0 798335 3577 17211 5210 12001 4104 3958 2591 2201 1709 1032 749 390 794758 787848 3723 6910 5094 2922 2172 1978 993 247 1412 985 593 2564 626 internal_count=815546 798335 3577 17211 5210 12001 4104 3958 2591 2201 1709 1032 749 390 794758 787848 3723 6910 5094 2922 2172 1978 993 247 1412 985 593 2564 626 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=30 num_cat=0 split_feature=4 3 4 0 3 0 4 4 3 4 3 37 0 3 0 4 12 6 3 0 4 4 0 7 4 3 4 1 0 split_gain=0.120598 0.476034 0.420599 0.388915 0.375947 0.695763 0.560538 0.35998 0.350367 0.175978 1.07067 0.92541 1.04647 0.654371 0.684283 0.447881 0.863918 0.787904 0.734339 0.466868 0.387301 0.341812 0.973759 0.907244 0.338237 0.282367 0.691333 1.28498 0.690034 threshold=109.50000000000001 132.50000000000003 80.500000000000014 1479038400.0000002 97.500000000000014 1488801600.0000002 67.500000000000014 73.500000000000014 195.00000000000003 56.500000000000007 75.500000000000014 1.0000000180025095e-35 1484481600.0000002 86.500000000000014 1480420800.0000002 47.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 70.500000000000014 1473422400.0000002 62.500000000000007 51.500000000000007 1489320000.0000002 1.0000000180025095e-35 59.500000000000007 58.500000000000007 44.500000000000007 1.5000000000000002 1492084800.0000002 decision_type=2 2 2 2 2 2 2 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 -4 6 7 9 -6 -2 10 15 12 -12 14 -11 18 -17 19 25 -18 -15 22 23 -21 -16 -1 28 -28 -27 right_child=8 -3 3 -5 5 -7 -8 -9 -10 13 11 -13 -14 20 24 16 17 -19 -20 21 -22 -23 -24 -25 -26 26 27 -29 -30 leaf_value=1.5464115202163415e-06 0.0063426575335589321 -0.0053713609029849372 0.0088901127706847941 0.00052308164475882641 -0.0078548346625551616 0.0043742930740118032 0.0059754579517824263 -0.00117277448743527 -0.0015856140548676516 0.0076971061160211601 -0.0064628181546007371 -0.012483617849648 0.0060035536343303435 -0.0074964500922193329 0.004422296366940897 -0.005395649913877535 0.010769364843557103 -0.0028858385945421568 -0.0085279143927734138 -0.0078568358993402043 0.0010800197735344145 0.0070532528094899571 0.009296188769452594 0.0046969565400563247 -0.0030509555607568474 -0.0055621306401998846 -0.0036560324360228459 0.0078581676883105606 0.0020915461635479752 leaf_weight=811171 110 165 102 122 198 100 157 136 113 223 191 120 104 101 104 130 113 161 101 122 110 195 116 109 145 481 210 180 156 leaf_count=811171 110 165 102 122 198 100 157 136 113 223 191 120 104 101 104 130 113 161 101 122 110 195 116 109 145 481 210 180 156 internal_value=0 -6.35966e-07 4.51148e-07 0.00433307 -7.39754e-07 -0.00294315 8.28084e-07 -0.005134 0.00232519 -3.23785e-07 -1.67062e-06 -0.00507967 -0.00206789 0.00160417 0.0036737 9.20688e-07 0.00217554 0.00338173 -1.61186e-06 0.00492231 -0.0030253 0.00370328 0.00182073 -0.00193318 7.04027e-05 -5.51585e-07 -0.00165764 0.00165821 -0.00368776 internal_weight=0 815323 815158 224 814934 434 814500 334 223 814343 813660 415 295 683 472 813245 946 816 812299 655 211 542 347 231 249 812198 1027 390 637 internal_count=815546 815323 815158 224 814934 434 814500 334 223 814343 813660 415 295 683 472 813245 946 816 812299 655 211 542 347 231 249 812198 1027 390 637 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=30 num_cat=0 split_feature=4 1 27 10 16 4 9 25 15 4 4 4 6 4 4 4 6 1 1 4 4 1 4 13 6 4 4 1 4 split_gain=0.117416 0.762195 0.437945 0.893469 0.268711 0.248175 0.212752 0.296089 0.17834 0.276871 0.286414 0.354748 0.424139 0.35179 0.231814 0.315461 0.5534 0.304088 0.75252 0.618059 0.403264 0.543505 0.314036 0.395651 0.371814 0.482919 0.546219 0.62013 0.410045 threshold=23.500000000000004 74.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 80.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 44.500000000000007 36.500000000000007 1.0000000180025095e-35 56.500000000000007 73.500000000000014 114.50000000000001 1.0000000180025095e-35 4.5000000000000009 12.500000000000002 38.500000000000007 25.500000000000004 5.5000000000000009 59.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 49.500000000000007 34.500000000000007 1.5000000000000002 27.500000000000004 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 left_child=-1 2 5 4 8 6 7 -2 14 -10 11 12 -11 -12 17 16 -16 22 20 -20 -19 -22 23 24 -4 26 28 -28 -26 right_child=1 -3 3 -5 -6 -7 -8 -9 9 10 13 -13 -14 -15 15 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 leaf_value=-5.5712212238471479e-06 -0.00094866857050327879 -0.0078201663187616663 0.00035100781204014777 -0.0063789851754995908 -0.00095282127749727599 0.0035936048828569575 -0.0029730685604898383 0.0017024138185161974 -0.0048528276476239376 0.0010227135977117312 -0.0063123112585809493 0.0049750168315982552 -0.0054147140307675215 0.0012501236677697274 0.0064017291635763453 -0.0019018876652878065 -0.0021070402919077407 -0.0012046259908662367 -0.0045976843397244529 0.0036878550313818067 0.007507775923885858 0.0025639632881696646 -0.002028344129373515 0.0052569680161054727 0.0038490627456197568 -0.0042691459571852271 0.0024284495931604635 0.010732654393094142 -0.00097129057264990284 leaf_weight=798335 2676 116 6967 182 941 133 402 500 121 664 135 178 121 113 305 104 102 173 259 138 313 768 433 189 331 103 207 159 378 leaf_count=798335 2676 116 6967 182 941 133 402 500 121 664 135 178 121 113 305 104 102 173 259 138 313 768 433 189 331 103 207 159 378 internal_value=0 0.000258422 0.00031324 0.000579759 0.000675691 -0.00064798 -0.000805647 -0.000531307 0.000800675 -0.000291769 0.000163961 0.000944397 3.04477e-05 -0.00286652 0.000933819 0.00301333 0.00426931 0.00083182 0.00207679 -0.00171757 0.00327804 0.00399543 0.000597367 0.000733788 0.00062883 0.00227194 0.00289867 0.00603601 0.00127911 internal_weight=0 17211 17095 13384 13202 3711 3578 3176 12261 1332 1211 963 785 248 10929 511 407 10418 1651 397 1254 1081 8767 8334 8145 1178 1075 366 709 internal_count=815546 17211 17095 13384 13202 3711 3578 3176 12261 1332 1211 963 785 248 10929 511 407 10418 1651 397 1254 1081 8767 8334 8145 1178 1075 366 709 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=30 num_cat=0 split_feature=4 0 0 4 4 0 1 4 0 17 0 4 1 4 4 4 0 4 0 0 4 18 20 4 4 0 17 4 4 split_gain=0.0996006 0.244256 0.312631 0.0927027 0.0942959 0.634909 1.28006 1.31221 0.81447 0.891247 0.846139 0.851944 0.7293 0.644587 0.530769 0.509262 0.459986 0.396793 0.373494 1.00579 0.8634 0.735628 0.774577 0.726465 0.523292 0.469306 0.72243 0.818661 0.443898 threshold=93.500000000000014 1480852800.0000002 1473595200.0000002 85.500000000000014 7.5000000000000009 1490443200.0000002 3.5000000000000004 10.500000000000002 1499947200.0000002 1.0000000180025095e-35 1499256000.0000002 34.500000000000007 100.50000000000001 27.500000000000004 31.500000000000004 21.500000000000004 1501502400.0000002 13.500000000000002 1482667200.0000002 1480766400.0000002 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 10.500000000000002 1486555200.0000002 1.0000000180025095e-35 17.500000000000004 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 left_child=3 2 -2 4 -1 12 16 -8 9 10 11 13 18 -9 15 -10 -7 -14 19 -6 -21 22 28 -24 -20 26 -26 -28 -22 right_child=1 -3 -4 -5 5 6 7 8 14 -11 -12 -13 17 -15 -16 -17 -18 -19 24 20 21 -23 23 -25 25 -27 27 -29 -30 leaf_value=-1.2970900331791755e-05 0.0031088072534014542 0.0050668432468310336 -0.0043013694467690751 -0.0026113380897132793 -0.00010815068590257662 0.00026794814924587792 -0.00075932229123087675 0.003072541582837908 0.00053001097039668827 0.010902087774904654 0.011205353272026 -0.0036328112643909216 -0.0014842747015822882 0.0094131738935386289 0.0065207176260827565 -0.007064249888699279 -0.0040671514015226378 -0.0097383846634391188 0.00025829682234330243 5.6285240781072971e-05 0.001872200552270065 0.0081155662200263125 0.0030086182320345871 0.010140406608864753 -0.0011271952745839306 -0.00019110596932874258 -0.00058805314881491466 -0.010165869763876201 -0.00084855805531169068 leaf_weight=715736 123 133 106 136 39418 27029 1067 1404 360 187 138 171 115 181 105 117 247 118 7495 3754 1809 198 867 171 6404 6701 166 193 897 leaf_count=715736 123 133 106 136 39418 27029 1067 1404 360 187 138 171 115 181 105 117 247 118 7495 3754 1809 198 867 171 6404 6701 166 193 897 internal_value=0 0.00165837 -0.000321231 -7.36433e-07 -3.00825e-07 9.10117e-05 0.000466297 0.00220381 0.00339107 0.00431593 0.00366566 0.00307313 -7.93407e-05 0.00379661 8.41273e-05 -0.00133273 0.000228691 -0.00566447 -6.0224e-05 9.6006e-05 0.00114167 0.0021753 0.00186115 0.00418351 -0.000411415 -0.000784224 -0.0013719 -0.00573713 0.000970308 internal_weight=0 362 229 815184 815048 99312 31006 3730 2663 2081 1894 1756 68306 1585 582 477 27276 233 68073 47114 7696 3942 3744 1038 20959 13464 6763 359 2706 internal_count=815546 362 229 815184 815048 99312 31006 3730 2663 2081 1894 1756 68306 1585 582 477 27276 233 68073 47114 7696 3942 3744 1038 20959 13464 6763 359 2706 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=30 num_cat=0 split_feature=4 1 0 0 0 16 1 4 18 10 0 0 1 0 0 0 4 0 37 1 4 0 4 4 0 1 0 0 15 split_gain=0.0887657 0.566788 0.378884 0.987515 0.656801 0.568192 0.469601 0.435193 0.41474 0.368632 0.346186 0.684578 0.94181 0.450677 1.22536 0.606382 0.906849 0.608809 0.609307 0.969644 0.574296 0.51028 0.609262 0.499847 0.496519 0.470747 0.665418 0.552424 0.811948 threshold=23.500000000000004 74.500000000000014 1497096000.0000002 1496404800.0000002 1497528000.0000002 1.0000000180025095e-35 1.5000000000000002 109.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 1491048000.0000002 1494590400.0000002 2.5000000000000004 1482148800.0000002 1481198400.0000002 1485518400.0000002 24.500000000000004 1483963200.0000002 1.0000000180025095e-35 2.5000000000000004 43.500000000000007 1486209600.0000002 35.500000000000007 29.500000000000004 1473768000.0000002 7.5000000000000009 1474977600.0000002 1478606400.0000002 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 left_child=-1 2 3 5 -4 7 -5 9 -6 10 13 -12 -13 14 24 16 -15 18 19 23 -16 22 -17 -18 -2 26 -26 -28 -29 right_child=1 -3 4 6 8 -7 -8 -9 -10 -11 11 12 -14 15 20 21 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 leaf_value=-4.8440520387064744e-06 0.001291309231550828 -0.0067417802176727298 0.0073252439969089924 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0.000415114 0.00168677 -0.000969958 0.000206443 0.000623079 -0.000758761 -0.00244545 -0.0016549 0.000548277 -0.00153252 0.0046665 0.00030519 0.00434221 -0.00432244 0.000235943 -0.000422611 -0.000685573 -1.97218e-05 -0.00153949 internal_weight=0 17211 17095 15084 2011 14819 265 13532 1831 13356 13046 1839 635 11207 7828 3379 1307 1199 613 427 684 2072 272 318 7144 4399 4132 3240 1376 internal_count=815546 17211 17095 15084 2011 14819 265 13532 1831 13356 13046 1839 635 11207 7828 3379 1307 1199 613 427 684 2072 272 318 7144 4399 4132 3240 1376 is_linear=0 shrinkage=0.1 Tree=100 num_leaves=30 num_cat=0 split_feature=3 4 3 4 3 4 4 1 4 3 27 36 3 3 4 3 37 4 3 4 3 1 3 43 4 3 37 36 3 split_gain=0.126299 0.63914 0.620743 0.286918 0.297755 0.466233 0.238435 0.806397 0.155137 0.877196 1.03529 0.598845 0.743727 0.515062 0.372172 0.845706 0.571058 0.623133 0.467874 0.246404 0.797656 0.501079 0.889545 0.504901 0.476091 0.809462 0.543575 0.394488 0.387757 threshold=163.50000000000003 100.50000000000001 131.50000000000003 80.500000000000014 97.500000000000014 67.500000000000014 72.500000000000014 1.5000000000000002 56.500000000000007 75.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 86.500000000000014 81.500000000000014 48.500000000000007 70.500000000000014 1.0000000180025095e-35 52.500000000000007 69.500000000000014 44.500000000000007 57.500000000000007 1.5000000000000002 59.500000000000007 1.0000000180025095e-35 36.500000000000007 50.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 42.500000000000007 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 left_child=1 2 3 4 5 8 7 -6 9 14 -11 -10 -13 -12 15 19 17 -16 -18 20 24 22 -21 -23 25 -1 27 -27 -26 right_child=-2 -3 -4 -5 6 -7 -8 -9 11 10 13 12 -14 -15 16 -17 18 -19 -20 21 -22 23 -24 -25 28 26 -28 -29 -30 leaf_value=4.9794213080284945e-07 -0.0025317158947136195 0.0078020629002934416 -0.0075119558738713918 0.0037596594835883883 0.0011068134179088073 0.005449987020474046 -5.2573412599764318e-05 -0.010609050773052594 0.0043947605352316586 0.0036681440864167352 -0.004291571186774451 0.0016556227839995162 -0.0085418980125933353 -0.012712638055284817 0.0027599715897058314 -0.0083262123294426584 0.011247005975135019 -0.0045689556284769046 0.0020203427337439715 0.0051866904488238304 -0.0032502600756190124 0.0080047787476265862 -0.0043897370911508918 0.00034090855909932045 -0.0038473352312576024 0.0030712829521369368 -0.0096517940968737122 -0.0042371453509591683 0.0020404500429013019 leaf_weight=808605 197 105 110 203 117 157 196 118 350 111 184 229 104 120 370 122 107 169 113 161 755 193 244 155 120 105 129 249 1648 leaf_count=808605 197 105 110 203 117 157 196 118 350 111 184 229 104 120 370 122 107 169 113 161 755 193 244 155 120 105 129 249 1648 internal_value=0 6.11699e-07 -3.93095e-07 6.20569e-07 -3.15811e-07 1.07466e-06 -0.00262802 -0.00477605 2.41462e-08 -1.24042e-06 -0.00459759 0.00150651 -0.00152919 -0.00761568 1.1051e-06 -9.62534e-07 0.00221445 0.000462033 0.00650786 2.87743e-07 -1.38979e-06 0.0018084 -0.000582812 0.00459127 1.63528e-06 -1.94665e-06 -0.00409451 -0.00206939 0.00164083 internal_weight=0 815349 815244 815134 814931 814500 431 235 814343 813660 415 683 333 304 813245 812486 759 539 220 812364 811611 753 405 348 810856 809088 483 354 1768 internal_count=815546 815349 815244 815134 814931 814500 431 235 814343 813660 415 683 333 304 813245 812486 759 539 220 812364 811611 753 405 348 810856 809088 483 354 1768 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=30 num_cat=0 split_feature=27 23 10 14 14 7 5 18 7 36 5 36 35 13 13 5 7 8 15 35 18 23 33 9 36 5 5 9 32 split_gain=0.0852737 0.0861191 0.0566542 0.0532272 0.0519395 0.0571262 0.0733099 0.042453 0.0477477 0.0368737 0.0305368 0.0323857 0.0274174 0.0266002 0.0259076 0.0298775 0.0597173 0.0214284 0.0200326 0.0205419 0.0199395 0.0195307 0.0164347 0.0286243 0.0955021 0.0558197 0.0197174 0.0250131 0.0256651 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=12 2 4 -3 7 -6 -7 14 -9 -5 20 -12 22 -13 18 16 17 -16 -2 -20 -4 -14 26 -24 25 -25 27 -1 -29 right_child=1 3 10 9 5 6 -8 8 -10 -11 11 13 21 -15 15 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 leaf_value=-7.3492299915804761e-07 -0.00011679693159303878 4.0927556906411425e-05 -0.00031709267975123077 0.0024089226130473117 -0.00011390196557195852 0.00180826597159316 0.00033960555525637645 -2.7476471668426111e-05 0.00034234477026142833 0.00042195481585061297 8.5825386191669883e-05 0.00040870541821438314 -8.4176820064307207e-05 0.0020737006147778631 -0.0010990880433162989 0.00021307342600007897 0.0002081857917898237 0.00034543872790284997 3.8060849171306851e-05 -0.00022366507506344803 0.00076523307884401783 3.9403770060660151e-05 6.8437991439782128e-05 0.0029742296196345708 0.00012379139019230934 0.00074071005468236617 3.7502898603591542e-05 -0.00026670851184675145 0.00033180277153301696 leaf_weight=38743 186515 92035 2272 155 2195 411 1964 17584 4356 235 15247 2371 34394 100 712 5202 1219 120 16047 3688 184 20358 69528 200 2080 254 289992 6581 804 leaf_count=38743 186515 92035 2272 155 2195 411 1964 17584 4356 235 15247 2371 34394 100 712 5202 1219 120 16047 3688 184 20358 69528 200 2080 254 289992 6581 804 internal_value=0 -3.70505e-05 -6.65051e-05 4.58676e-05 -8.00337e-05 0.000253866 0.000593761 -8.65148e-05 4.59484e-05 0.00121165 9.44462e-05 0.000140252 2.8221e-05 0.000476087 -0.000100127 8.56319e-05 -0.000237601 -0.000890743 -0.000106659 -1.08495e-05 -0.000236006 -3.82268e-05 3.71341e-05 8.047e-05 0.000410605 0.00172464 2.78431e-05 -3.28849e-05 -0.000201549 internal_weight=0 352612 260187 92425 240013 4570 2375 235443 21940 390 20174 17718 462934 2471 213503 7253 2051 832 206250 19735 2456 54752 408182 72062 2534 454 336120 46128 7385 internal_count=815546 352612 260187 92425 240013 4570 2375 235443 21940 390 20174 17718 462934 2471 213503 7253 2051 832 206250 19735 2456 54752 408182 72062 2534 454 336120 46128 7385 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=30 num_cat=0 split_feature=3 4 0 4 3 0 3 4 0 3 4 3 3 4 3 0 4 27 36 0 3 3 0 4 3 0 0 0 4 split_gain=0.115883 0.826756 0.398164 1.17835 0.864968 0.46598 0.203315 0.197458 0.705412 0.152076 0.441946 0.715895 0.511099 0.232046 0.9643 0.748466 0.632202 0.991759 0.54995 0.444453 0.516669 0.434124 0.576275 0.470752 0.568029 1.07342 1.27027 0.564829 0.473554 threshold=112.50000000000001 77.500000000000014 1474286400.0000002 102.50000000000001 146.50000000000003 1481457600.0000002 105.50000000000001 67.500000000000014 1480420800.0000002 82.500000000000014 60.500000000000007 90.500000000000014 87.500000000000014 51.500000000000007 69.500000000000014 1487419200.0000002 46.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1482667200.0000002 63.500000000000007 61.500000000000007 1489838400.0000002 43.500000000000007 55.500000000000007 1473595200.0000002 1491912000.0000002 1482148800.0000002 36.500000000000007 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 left_child=1 6 4 5 -2 -4 7 9 -9 13 12 -12 -11 14 16 18 21 -18 -16 20 -19 23 -23 24 28 -26 -27 -25 -1 right_child=2 -3 3 -5 -6 -7 -8 8 -10 10 11 -13 -14 -15 15 -17 17 19 -20 -21 -22 22 -24 27 25 26 -28 -29 -30 leaf_value=-1.6469952255347857e-06 0.0077644017277043167 0.009003532765542761 -0.012780815928561833 0.0032356096576609296 -0.0041942324113695565 -0.0039193745835551198 -0.004464404503403999 0.0082698925596768735 -0.0022781359926959724 -0.0085066331349111894 0.0064134814591585284 -0.0034406992984264625 1.8354925177574384e-05 0.0016550993260821942 -0.012907012172623493 0.0011568738922719871 -0.0053345108255532315 0.011723454010407657 -0.0038105500981208476 0.0015460280925035479 0.0032743768404713638 -0.0054324991353180106 0.0019568281404529092 0.0075978692163135757 0.0048639985742857279 -0.0083293707896278935 0.002581754341602056 -0.00035742303733243033 0.0017827482896895248 leaf_weight=809032 123 102 103 167 119 140 102 122 132 148 136 161 134 847 122 136 110 151 146 200 139 322 157 179 138 358 152 178 1490 leaf_count=809032 123 102 103 167 119 140 102 122 132 148 136 161 134 847 122 136 110 151 146 200 139 322 157 179 138 358 152 178 1490 internal_value=0 1.06625e-06 -0.00133264 -0.00323119 0.00188392 -0.00767546 -6.07255e-08 4.98215e-07 0.00278824 -3.71204e-07 -0.00162045 0.00107165 -0.00445575 7.81364e-07 -9.42117e-07 -0.0048853 1.48622e-06 0.00324632 -0.00795148 0.00517262 0.00767372 -9.1142e-07 -0.00301053 8.64992e-07 -7.3281e-07 -0.00296027 -0.00507743 0.00363136 1.6333e-06 internal_weight=0 814894 652 410 242 243 814792 814690 254 814436 579 297 282 813857 813010 404 812606 600 268 490 290 812006 479 811527 811170 648 510 357 810522 internal_count=815546 814894 652 410 242 243 814792 814690 254 814436 579 297 282 813857 813010 404 812606 600 268 490 290 812006 479 811527 811170 648 510 357 810522 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=30 num_cat=0 split_feature=3 3 3 3 6 3 3 3 3 3 23 12 3 3 5 3 9 3 3 3 3 3 3 3 3 3 12 3 3 split_gain=0.10036 0.0844335 0.217177 0.0608483 0.233381 0.544493 0.28717 0.478855 0.363798 0.259152 0.364534 0.371668 0.210404 0.161807 0.277063 0.159249 0.246693 0.157197 0.376144 0.202574 0.136073 0.145438 0.203848 0.345269 0.0788297 0.0755588 0.093823 0.0657265 0.108897 threshold=163.50000000000003 139.00000000000003 126.50000000000001 32.500000000000007 1.0000000180025095e-35 33.500000000000007 74.500000000000014 66.500000000000014 100.50000000000001 50.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 46.500000000000007 60.500000000000007 1.0000000180025095e-35 33.500000000000007 1.0000000180025095e-35 40.500000000000007 37.500000000000007 43.500000000000007 115.50000000000001 106.50000000000001 100.50000000000001 96.500000000000014 38.500000000000007 34.500000000000007 1.0000000180025095e-35 87.500000000000014 80.500000000000014 decision_type=2 2 2 2 2 2 2 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 15 -6 7 9 -8 10 11 -7 17 14 -11 16 -5 18 -13 -19 21 22 23 25 -12 26 -17 28 -27 right_child=-2 -3 -4 4 5 6 8 -9 -10 13 24 12 -14 -15 -16 20 -18 19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 leaf_value=4.453600143454247e-06 -0.0022568046971020968 0.0024474118406890982 -0.0045474973604792647 -0.00049572664804000853 0.0073629181990640825 -0.0058101843361352649 0.0052706507021664751 -0.0055127028925560225 -0.0016184044601559118 0.006521128071763087 0.0010228876336915499 0.0011442351825772747 -0.0039065952333621678 -0.00035617584643144926 0.00094432603511078971 -0.0019447717357182965 -0.0043982934617266363 0.0044470613303963305 -0.0042086098710204245 -0.00068480685361482882 0.0031042425734046689 -0.0034926293154045212 0.0037004441844196768 -0.0060087999632090052 0.0044859631896639867 -0.00032050706228515347 0.001327706817949071 0.0012021543952869251 -0.0022001554548839964 leaf_weight=800066 197 141 105 478 116 148 234 151 114 160 117 353 150 166 201 105 245 159 209 149 117 143 127 106 150 10022 529 270 318 leaf_count=800066 197 141 105 478 116 148 234 151 114 160 117 353 150 166 201 105 245 159 209 149 117 143 127 106 150 10022 529 270 318 internal_value=0 5.45276e-07 1.22061e-07 7.07877e-07 -0.000198589 0.000667682 0.0003521 -8.62828e-05 0.00301389 0.000331347 -0.00036513 -0.00112717 -0.000447674 0.00222783 0.00341604 -0.000377753 -0.00181817 0.000148692 -0.000846414 0.00196444 -0.000289023 -0.000323189 -0.000283699 -0.000328279 0.00296844 -0.000274727 0.000785735 -0.000338095 -0.000378314 internal_weight=0 815349 815208 815103 15037 2577 2461 2113 348 1962 1435 1168 1020 527 361 12460 723 870 562 308 11737 11620 11477 11350 267 11244 634 10610 10340 internal_count=815546 815349 815208 815103 15037 2577 2461 2113 348 1962 1435 1168 1020 527 361 12460 723 870 562 308 11737 11620 11477 11350 267 11244 634 10610 10340 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=30 num_cat=0 split_feature=4 1 27 0 4 10 0 0 0 0 0 4 0 0 4 36 4 4 36 1 1 23 0 0 4 1 4 4 4 split_gain=0.0862249 0.454736 0.316054 0.752397 0.721845 0.644051 0.462823 0.334295 1.2716 0.689057 1.21952 0.845854 0.461243 0.762733 0.609195 0.502525 0.459736 1.12839 0.628621 0.434567 0.387414 0.525786 0.430147 1.0831 0.608339 0.365514 0.482848 0.35053 0.427853 threshold=23.500000000000004 74.500000000000014 1.0000000180025095e-35 1472299200.0000002 36.500000000000007 1.0000000180025095e-35 1501156800.0000002 1480507200.0000002 1479470400.0000002 1482148800.0000002 1483012800.0000002 30.500000000000004 1475668800.0000002 1474113600.0000002 43.500000000000007 1.0000000180025095e-35 29.500000000000004 25.500000000000004 1.0000000180025095e-35 2.5000000000000004 12.500000000000002 1.0000000180025095e-35 1470312000.0000002 1470139200.0000002 74.500000000000014 3.5000000000000004 53.500000000000007 62.500000000000007 48.500000000000007 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 left_child=-1 2 3 4 -2 6 7 8 12 16 11 -11 13 20 15 -15 17 -9 -19 -10 21 22 23 -4 -24 26 -18 28 -14 right_child=1 -3 5 -5 -6 -7 -8 9 19 10 -12 -13 27 14 -16 -17 25 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 leaf_value=-4.7742209335237327e-06 -0.00034116024537731641 -0.0060185147200486275 0.004603380213778179 -0.0010372230320108379 0.0083509016332258892 -0.0054179391503886704 0.0055246720471048873 0.0074053141977512161 -0.0030097779764740678 -0.01140135315557321 0.00087143295039197172 -0.00089081707518807681 0.0016619910424295473 -0.0068284145467391623 0.0017108422484460888 -0.001634768143606683 0.0074715587938398269 -0.0087019922953795615 0.0013877354036535949 -0.0095687542033606569 -0.0052226606586097887 -0.0031583449541759709 0.001352188587585275 -0.0093941804574076415 0.0083112115568634293 0.00054392944211545207 0.00029523619333235158 -0.0027233362645853925 0.0072223080152815037 leaf_weight=798335 209 116 104 3326 176 182 186 148 333 138 5675 172 1365 345 246 405 442 123 124 145 109 290 2008 118 134 161 119 158 154 leaf_count=798335 209 116 104 3326 176 182 186 148 333 138 5675 172 1365 345 246 405 442 123 124 145 109 290 2008 118 134 161 119 158 154 internal_value=0 0.000221453 0.000263795 -0.000552775 0.00363235 0.000490206 0.000571655 0.000500876 -5.44861e-05 0.000963339 0.000537807 -0.0055697 0.000380334 -0.000234922 -0.00260745 -0.00402385 0.00324338 0.000500559 -0.0036367 -0.00499943 0.00062032 0.000860292 0.00135327 -0.00283676 0.00178753 0.00474395 0.00594931 0.00175943 0.00222571 internal_weight=0 17211 17095 3711 385 13384 13202 13016 5914 7102 5985 310 5436 3759 996 750 1117 395 247 478 2763 2654 2364 222 2142 722 561 1677 1519 internal_count=815546 17211 17095 3711 385 13384 13202 13016 5914 7102 5985 310 5436 3759 996 750 1117 395 247 478 2763 2654 2364 222 2142 722 561 1677 1519 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=30 num_cat=0 split_feature=3 35 20 7 3 1 3 3 1 1 1 1 3 3 3 3 7 3 3 23 35 3 3 1 3 3 1 3 3 split_gain=0.10198 0.254578 0.213816 0.392473 0.0832926 0.14511 0.10961 0.0669196 0.425018 0.508812 0.489533 0.69383 0.461831 0.406333 0.350697 0.661088 0.440581 0.422967 0.344616 0.341758 0.218197 0.243335 0.285619 0.217283 0.237187 0.225081 0.209806 0.555641 0.208924 threshold=112.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 98.500000000000014 1.5000000000000002 94.500000000000014 43.500000000000007 4.5000000000000009 2.5000000000000004 5.5000000000000009 6.5000000000000009 76.500000000000014 55.500000000000007 56.500000000000007 57.500000000000007 1.0000000180025095e-35 47.500000000000007 55.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 74.500000000000014 65.500000000000014 3.5000000000000004 70.500000000000014 76.500000000000014 1.5000000000000002 47.500000000000007 46.500000000000007 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 left_child=4 2 3 -2 6 -6 7 -1 9 14 13 -12 -13 -10 16 -16 19 28 -11 26 -17 22 -22 25 -25 -20 -9 -28 -18 right_child=1 -3 -4 -5 5 -7 -8 8 10 18 11 12 -14 -15 15 20 17 -19 23 -21 21 -23 -24 24 -26 -27 27 -29 -30 leaf_value=3.5372847162815741e-06 0.0014844931919354102 -0.0047587915999921654 0.0027622886112935487 -0.0054843907710164785 0.0038263716752971371 -0.00028222529265855878 -0.0028810607227073475 -0.0019558828676446024 0.0095958464794481807 -0.00073586104979881392 -0.00585881943713773 0.00059284714918792273 0.0076545107280920959 0.0014806881517641188 0.0075279943126820986 -0.00020596446981468176 0.0014808564515826821 -0.0011081019451509579 -0.0044601165117317083 0.0020979014111839121 0.0033798973289473604 0.005796168344744836 -0.0029184575107628632 -0.0036886276458592522 -0.010312723733973232 0.0011237648584378453 -0.009775176636901672 -0.0016296121252464579 0.0062929852840546835 leaf_weight=807089 181 157 168 146 155 193 132 914 120 512 148 616 109 127 133 1821 406 801 236 164 168 136 126 115 102 104 138 213 116 leaf_count=807089 181 157 168 146 155 193 132 914 120 512 148 616 109 127 133 1821 406 801 236 164 168 136 126 115 102 104 138 213 116 internal_value=0 -0.00125014 -0.0001373 -0.001627 1.00024e-06 0.00154775 3.39423e-07 8.06439e-07 -0.000300086 -0.000623708 0.00149284 0.000380791 0.00165453 0.00542328 -0.00021058 0.000677239 -0.00097968 0.000335317 -0.00260858 -0.00219713 0.000272463 0.00229855 0.000680602 -0.00432999 -0.00680226 -0.00275211 -0.00275396 -0.00483214 0.00255022 internal_weight=0 652 495 327 814894 348 814546 814414 7325 6205 1120 873 725 247 5136 2384 2752 1323 1069 1429 2251 430 294 557 217 340 1265 351 522 internal_count=815546 652 495 327 814894 348 814546 814414 7325 6205 1120 873 725 247 5136 2384 2752 1323 1069 1429 2251 430 294 557 217 340 1265 351 522 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=30 num_cat=0 split_feature=3 3 27 3 0 0 19 0 3 3 3 3 0 3 0 0 0 5 6 3 0 3 0 0 3 0 0 0 3 split_gain=0.100592 0.335655 0.0696717 0.140848 0.791368 0.594196 0.678531 0.632551 1.52895 0.800748 0.853463 0.641112 0.633133 0.614445 1.10122 0.535746 2.50911 0.613264 0.606382 0.459365 0.871734 0.50106 0.465667 1.10258 0.415471 0.469339 0.484329 0.684124 0.406781 threshold=203.50000000000003 156.50000000000003 1.0000000180025095e-35 6.5000000000000009 1490616000.0000002 1497873600.0000002 1.0000000180025095e-35 1496923200.0000002 13.500000000000002 20.500000000000004 11.500000000000002 55.500000000000007 1495368000.0000002 24.500000000000004 1497355200.0000002 1493812800.0000002 1493294400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 44.500000000000007 1495886400.0000002 29.500000000000004 1495886400.0000002 1494417600.0000002 35.500000000000007 1498478400.0000002 1499947200.0000002 1501156800.0000002 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 left_child=1 2 -1 -4 28 6 19 9 -9 10 -8 12 -11 14 -10 16 17 -12 -17 21 -21 -6 23 -23 -7 -26 -27 -28 -5 right_child=-2 -3 3 4 5 24 7 8 13 11 15 -13 -14 -15 -16 18 -18 -19 -20 20 -22 22 -24 -25 25 26 27 -29 -30 leaf_value=2.5902770257611139e-05 0.0031098375168557351 -0.0052027805768434078 -7.1366632276552696e-05 0.00014127799285256127 0.0002948692773306604 -0.0003171593943661545 0.00075332994428575903 9.2588263278098096e-05 0.017929553674974355 -5.4659038615645844e-05 0.0054076928114542219 0.0046888003523033383 -0.0046169642532772536 0.0040582127057679808 0.0047590159922838212 0.00059710925895404198 0.014422673767639532 -1.3180990138331826e-05 0.0074747567246486613 -9.54327838761466e-05 -0.0097396464931080121 0.0040345770211636343 0.0069620125678678361 -0.0061379779827084166 -0.0038826802835589453 0.0057037675552251317 -0.0013192719886069781 0.0070681214404220765 -0.00035409500110724496 leaf_weight=462873 104 124 257954 31821 9537 8973 2558 481 129 1250 393 211 402 202 125 765 225 445 154 350 128 418 210 143 124 329 386 130 34602 leaf_count=462873 104 124 257954 31821 9537 8973 2558 481 129 1250 393 211 402 202 125 765 225 445 154 350 128 418 210 143 124 329 386 130 34602 internal_value=0 -3.96623e-07 3.94596e-07 -3.31058e-05 7.13437e-05 0.000516536 0.000857293 0.00159897 0.0040257 0.00124385 0.00196022 -0.000501882 -0.00116486 0.00817445 0.011448 0.00351784 0.00504653 0.00252907 0.00174962 0.000352572 -0.00267798 0.000493104 0.00294519 0.00144157 -0.000104724 0.00186244 0.00270551 0.000793831 -0.000116779 internal_weight=0 815442 815318 352445 94491 28068 18126 7340 937 6403 4540 1863 1652 456 254 1982 1063 838 919 10786 478 10308 771 561 9942 969 845 516 66423 internal_count=815546 815442 815318 352445 94491 28068 18126 7340 937 6403 4540 1863 1652 456 254 1982 1063 838 919 10786 478 10308 771 561 9942 969 845 516 66423 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=30 num_cat=0 split_feature=4 1 1 43 4 1 28 4 4 26 4 30 1 4 1 4 4 9 43 4 4 4 43 4 9 4 4 1 7 split_gain=0.0868335 0.384517 0.355199 1.60352 0.520718 0.392142 0.275999 0.25238 0.21063 0.197654 0.122502 0.115074 0.137147 0.199946 0.171029 0.621811 0.431095 0.356851 0.344032 0.410096 0.251986 0.554589 0.241744 0.239155 0.213169 0.186333 0.159012 0.733878 0.208388 threshold=23.500000000000004 22.500000000000004 9.5000000000000018 1.0000000180025095e-35 38.500000000000007 12.500000000000002 1.0000000180025095e-35 28.500000000000004 31.500000000000004 1.0000000180025095e-35 29.500000000000004 1.0000000180025095e-35 7.5000000000000009 37.500000000000007 3.5000000000000004 38.500000000000007 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 45.500000000000007 50.500000000000007 1.0000000180025095e-35 26.500000000000004 1.0000000180025095e-35 34.500000000000007 24.500000000000004 1.5000000000000002 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 left_child=-1 2 6 4 7 -5 9 -4 -3 11 -11 12 14 -14 26 16 18 -18 23 -20 24 -22 -23 -16 -17 -19 27 28 -2 right_child=1 8 3 5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 15 20 17 25 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=-4.7910415955895677e-06 0.0014041796019119393 0.00051817644853144882 0.0073644380156810468 0.00053538976688728192 0.01156338886931947 -0.0071874514911750348 -0.0027252303425748525 0.00050846932829265391 -0.0050536756935199477 -0.00021700214572428238 -0.0049125658030526997 -0.0014389828003026313 -0.0036877565271682062 0.0013367552324339298 0.0055235121143172401 -0.00048952882759051753 0.00229156793173067 0.0052915059419628846 -0.0059039523245812192 0.001455273651305189 0.0063189216333915266 -0.0038341229372168464 0.0012407852089907751 5.9883485116280509e-05 -0.0067360711010063402 0.010809353446843577 0.00014933004198420098 0.0053961451694082762 -0.0018570242262326349 leaf_weight=798335 385 100 104 132 146 131 317 111 211 105 118 373 198 132 191 101 272 153 123 197 114 216 166 138 119 102 12032 325 399 leaf_count=798335 385 100 104 132 146 131 317 111 211 105 118 373 198 132 191 101 272 153 123 197 114 216 166 138 119 102 12032 325 399 internal_value=0 0.000222233 0.000286353 0.00262774 0.00695456 -0.00331135 0.000196587 0.00382484 -0.00326208 0.000254624 -0.00270165 0.000296519 0.000338655 -0.00167795 0.000382923 0.00127185 0.00268641 0.00481112 0.000961106 -0.00137343 -0.00105151 0.000197897 -0.0016288 0.00323178 -0.00386834 0.00749864 0.000254938 0.00140072 -0.00025554 internal_weight=0 17211 16900 624 361 263 16276 215 311 15959 223 15736 15363 330 15033 1892 1176 527 649 320 716 496 382 329 220 255 13141 1109 784 internal_count=815546 17211 16900 624 361 263 16276 215 311 15959 223 15736 15363 330 15033 1892 1176 527 649 320 716 496 382 329 220 255 13141 1109 784 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=30 num_cat=0 split_feature=1 1 19 15 0 6 1 0 0 1 1 9 0 0 1 0 0 1 0 0 0 0 0 0 0 6 1 0 1 split_gain=0.0696899 0.0768195 0.0641508 0.0710025 0.0689393 0.109359 0.0940937 0.0683931 0.0757395 0.217981 0.176609 0.191835 0.178942 0.213035 0.139697 0.162102 0.130707 0.134722 0.130028 0.123356 0.161234 0.119494 0.145328 0.118259 0.112408 0.111988 0.214033 0.114803 0.113737 threshold=291.50000000000006 259.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1472817600.0000002 1.0000000180025095e-35 5.5000000000000009 1471780800.0000002 1478606400.0000002 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1476360000.0000002 1472299200.0000002 3.5000000000000004 1473768000.0000002 1473249600.0000002 3.5000000000000004 1475150400.0000002 1473076800.0000002 1474804800.0000002 1486555200.0000002 1487419200.0000002 1478174400.0000002 1478088000.0000002 1.0000000180025095e-35 2.5000000000000004 1486900800.0000002 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 left_child=1 2 4 7 5 -1 -7 -4 9 24 11 16 13 -13 19 -16 17 -11 -12 -15 -21 -10 25 -14 -9 26 -23 -27 -29 right_child=-2 -3 3 -5 -6 6 -8 8 21 10 18 12 23 14 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 27 -28 28 -30 leaf_value=0.00019885002911588471 0.0024403989439905805 -0.0027179868591841886 -0.00036794506437220998 2.8835433858392654e-05 7.1856259750727222e-06 -0.00010983769730050436 -0.0014645262955148919 -0.00013672047415734626 -0.00025006193337866553 0.003480539213323146 0.00061709692633819075 -0.0011834218884663036 -0.00051304926066474978 0.0052764270707432717 0.0014832651778691553 0.005965937809372668 -0.00012520038068977764 -0.00048978532370657539 -0.00056518284862204656 -0.00016862092968478477 0.0032221193719892218 -0.00021645383686445211 -6.8216174769335111e-05 0.0032539140776775425 0.00069887637924697136 -0.00047623484139864474 0.0016212082750334063 0.0026078946877648732 -0.00086452688204820966 leaf_weight=40596 117 104 8175 83211 537340 7759 549 22498 38914 230 2040 138 404 105 118 255 1351 136 1710 278 283 2458 63116 105 1734 229 854 628 111 leaf_count=40596 117 104 8175 83211 537340 7759 549 22498 38914 230 2040 138 404 105 118 255 1351 136 1710 278 283 2458 63116 105 1734 229 854 628 111 internal_value=0 -3.50155e-07 -3.50309e-09 -4.4876e-05 1.75309e-05 0.000131201 -0.000199357 -8.69244e-05 -7.02401e-05 6.62584e-05 0.000551322 0.00107293 0.00183062 0.0025081 0.00299841 0.00454783 0.000328927 0.00200523 7.79773e-05 0.00213064 0.00154186 -0.000110537 -2.99769e-05 0.000264026 -7.69266e-05 0.000533927 0.000257388 0.0014801 0.00208633 internal_weight=0 815429 815325 229081 586244 48904 8308 145870 137695 31385 7153 3403 1686 1177 1039 373 1717 366 3750 666 561 106310 67396 509 24232 4280 3312 968 739 internal_count=815546 815429 815325 229081 586244 48904 8308 145870 137695 31385 7153 3403 1686 1177 1039 373 1717 366 3750 666 561 106310 67396 509 24232 4280 3312 968 739 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=30 num_cat=0 split_feature=4 4 4 4 4 1 17 1 4 0 1 0 0 0 1 0 4 0 37 37 1 0 0 0 0 0 4 0 0 split_gain=0.080013 0.198723 0.0646411 0.07176 0.0638932 0.489825 0.974858 0.901531 0.844301 0.972627 0.841088 1.41144 0.911603 0.717312 0.608076 0.58928 1.08559 0.607928 0.556368 0.541569 0.528883 1.01239 0.72567 0.640193 0.524172 0.498075 0.497249 0.973916 0.633368 threshold=93.500000000000014 119.00000000000001 85.500000000000014 80.500000000000014 7.5000000000000009 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 13.500000000000002 1493294400.0000002 7.5000000000000009 1488974400.0000002 1476187200.0000002 1491652800.0000002 11.500000000000002 1491912000.0000002 14.500000000000002 1491307200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1476360000.0000002 1482408000.0000002 1473249600.0000002 1488801600.0000002 1481889600.0000002 25.500000000000004 1487592000.0000002 1481544000.0000002 decision_type=2 2 2 2 2 2 2 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 4 -1 -6 7 15 -9 13 12 25 -8 26 -11 17 -17 19 24 -7 21 23 -22 -21 -14 -12 28 -28 -10 right_child=1 -3 -4 -5 5 6 10 8 9 14 11 -13 18 -15 -16 16 -18 -19 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=-1.1049806101662501e-05 0.003571610370337373 -0.001146224611438811 -0.0021806202691924924 0.0026783453105017545 -1.1001187146702722e-05 -9.0418544809149658e-05 0.0085395420621426545 0.00071622262851632132 -0.005857333676502912 0.0060512043944261273 0.0065384433515809056 0.014539783536207588 -0.0012928635952606177 -0.011025114040294628 -0.0014705116610916401 0.00041128740936689328 0.0051485732103264325 -0.0066854834216651966 -0.0044832675390083484 0.0041826231237218686 -0.00090661398868664429 0.001248271831504579 0.0046304708442135231 0.013290353461072364 0.0080538963002618393 -0.002887624026122458 0.0010163706211907999 -0.009202509590170601 -0.00078992193072065339 leaf_weight=715736 202 160 136 100 86395 3326 136 2106 654 212 123 159 150 106 218 1064 887 114 216 165 857 530 327 145 100 103 613 110 396 leaf_count=715736 202 160 136 100 86395 3326 136 2106 654 212 123 159 150 106 218 1064 887 114 216 165 857 530 327 145 100 103 613 110 396 internal_value=0 0.00148638 -6.60059e-07 -2.96308e-07 -6.24996e-07 7.45818e-05 0.000651467 0.000399558 -0.000731769 -0.00205246 0.0036708 0.00732111 0.0013363 -0.00303428 0.00223787 0.00107317 0.00256504 0.000540472 -0.000765935 0.000694445 0.0019842 0.00390335 0.000622632 0.00844269 0.00244584 0.00224249 -0.00255654 -0.000538369 -0.0039462 internal_weight=0 362 815184 815048 814948 99212 12817 11830 4415 2309 987 385 602 1879 430 7415 1951 5464 466 5350 2024 840 1184 310 250 226 1773 723 1050 internal_count=815546 362 815184 815048 814948 99212 12817 11830 4415 2309 987 385 602 1879 430 7415 1951 5464 466 5350 2024 840 1184 310 250 226 1773 723 1050 is_linear=0 shrinkage=0.1 Tree=110 num_leaves=30 num_cat=0 split_feature=27 23 10 6 13 9 20 6 20 8 23 36 20 15 33 9 36 16 8 9 36 13 24 9 9 17 17 15 36 split_gain=0.0625158 0.0750643 0.0518059 0.0207281 0.018558 0.0235951 0.0174127 0.065575 0.0151228 0.0892959 0.0139904 0.0133863 0.0245552 0.0137879 0.0126715 0.0239805 0.0777142 0.0124691 0.0100147 0.00984413 0.00979891 0.0279351 0.00968471 0.0242642 0.0088672 0.00676041 0.00673307 0.0067224 0.00618241 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=3 2 4 14 11 8 -3 -8 9 -6 26 12 17 -13 28 25 -17 -2 -10 -14 27 -22 24 -24 -15 -16 -5 -4 -1 right_child=1 6 20 10 5 -7 7 -9 18 -11 -12 13 19 22 15 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=8.1574076182122007e-06 -0.00013049374140304966 4.2350025642903998e-05 3.605526152722689e-05 -6.5328978304451387e-05 -0.0002445922919665072 -0.00056477212632318852 -3.6528595703905265e-05 0.0024748603360447829 0.00026459488760982342 0.0024465611888556068 3.2091171284426565e-05 -6.7526988876426047e-05 -4.1191235087534982e-05 0.00012297248132415997 6.1270464599793995e-05 0.001557497268230198 0.00011340847818596208 0.00024143269552206331 -0.00033849402402557233 0.00012728840337135303 0.00029617713409367785 -0.0011011340098702443 -9.1217208663880151e-05 0.0012261767221217442 -0.00028515419535532857 -0.00036057286024372779 -0.00034539050772581592 0.00022285340788122314 3.5547540675370629e-05 leaf_weight=144711 85608 91881 14198 33513 2097 526 404 140 4569 131 20358 109302 16499 8711 69146 454 2080 911 293 4391 3598 149 6265 143 567 382 881 2229 191409 leaf_count=144711 85608 91881 14198 33513 2097 526 404 140 4569 131 20358 109302 16499 8711 69146 454 2080 911 293 4391 3598 149 6265 143 567 382 881 2229 191409 internal_value=0 -3.17235e-05 -5.92227e-05 2.41635e-05 -7.21595e-05 8.14436e-05 4.56899e-05 0.000609785 0.000129386 -8.63602e-05 -3.36124e-05 -7.71933e-05 -0.000103083 -5.49448e-05 3.19133e-05 6.99656e-05 0.000372136 -0.000126578 0.000228251 -5.77744e-06 9.46877e-05 0.000240613 3.27297e-05 -6.18184e-05 9.80309e-05 5.89528e-05 -7.25027e-05 6.14021e-05 2.37552e-05 internal_weight=0 352612 260187 462934 240013 7616 92425 544 7090 2228 54752 232397 107409 124988 408182 72062 2534 86519 4862 20890 20174 3747 15686 6408 9278 69528 34394 16427 336120 internal_count=815546 352612 260187 462934 240013 7616 92425 544 7090 2228 54752 232397 107409 124988 408182 72062 2534 86519 4862 20890 20174 3747 15686 6408 9278 69528 34394 16427 336120 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=30 num_cat=0 split_feature=3 4 3 3 41 1 1 4 4 4 0 0 3 0 4 0 4 4 0 37 4 4 37 4 0 0 3 4 0 split_gain=0.0948572 0.971922 1.3571 0.832413 0.672846 0.590333 0.707274 1.20947 1.00367 0.582015 0.752062 1.12037 0.827969 0.937226 1.12483 0.886607 0.592566 0.569383 0.855068 0.551404 0.525094 0.842291 1.66939 0.509289 0.998458 2.10802 0.91443 0.877669 0.850377 threshold=38.500000000000007 25.500000000000004 32.500000000000007 27.500000000000004 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 28.500000000000004 26.500000000000004 32.500000000000007 1492430400.0000002 1486209600.0000002 40.500000000000007 1478174400.0000002 28.500000000000004 1481371200.0000002 24.500000000000004 26.500000000000004 1490616000.0000002 1.0000000180025095e-35 18.500000000000004 23.500000000000004 1.0000000180025095e-35 21.500000000000004 1493294400.0000002 1494936000.0000002 26.500000000000004 14.500000000000002 1472126400.0000002 decision_type=2 2 2 2 2 2 2 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 6 -5 8 -8 10 11 12 13 14 -2 -15 -14 -13 -19 -9 -4 22 -22 26 28 -26 -1 -28 -25 right_child=9 3 20 4 -6 -7 7 19 -10 -11 -12 17 16 15 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 leaf_value=2.8170866419705357e-06 -0.00041217078244136203 -0.0066529376481213615 0.0031572501599037104 0.0011238559329387798 0.0079333149989517775 -0.0041162972173520501 0.0075187190682683373 0.0062763254014437638 -0.0024570303363906734 0.00014745866789227352 0.0012060181458407497 -0.00066266289842315017 0.0042392800251642862 -0.010336659284774214 0.010798571340547986 0.0025642448192740091 -0.0035187137039091217 -0.013482911892330135 -0.0024869412707115434 0.01573791699750083 -0.0032845262516634369 -0.0010966175600973886 -0.014718406727928438 0.0049257773632432993 0.013515245466606341 0.0016405733364478201 0.0056543744115606998 -0.0022344452169347092 -0.00025618856519736419 leaf_weight=791678 189 119 136 2742 173 175 166 149 257 8114 767 100 108 100 170 114 1114 189 113 105 603 823 162 353 185 779 149 2636 3078 leaf_count=791678 189 119 136 2742 173 175 166 149 257 8114 767 100 108 100 170 114 1114 189 113 105 603 823 162 353 185 779 149 2636 3078 internal_value=0 4.00209e-06 -3.65581e-06 0.00158166 0.00184179 0.00154857 0.00183853 0.00473309 0.0014578 -0.000290626 -0.00148989 -0.00243107 -0.00136239 0.00177402 0.00489654 -0.00346422 -0.00283306 -0.00720289 -0.00936853 0.0101876 -0.00280631 -0.00331705 -0.00570582 2.39255e-06 0.0010759 0.00391943 -3.54613e-06 -0.00181239 0.00027696 internal_weight=0 804468 800582 3886 3767 3594 3419 677 423 11078 2964 2197 1795 573 359 214 1222 402 302 254 1724 1588 765 798858 4395 964 794463 2785 3431 internal_count=815546 804468 800582 3886 3767 3594 3419 677 423 11078 2964 2197 1795 573 359 214 1222 402 302 254 1724 1588 765 798858 4395 964 794463 2785 3431 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=30 num_cat=0 split_feature=4 0 27 0 0 19 4 4 7 4 0 12 6 4 4 4 4 0 0 0 0 7 0 0 0 0 0 4 0 split_gain=0.0669307 0.599537 1.83499 0.975674 0.743054 0.739601 1.08251 0.876633 0.680483 0.488247 0.477954 0.500466 0.641273 0.536648 0.771728 0.822351 0.738668 0.972586 0.672721 0.494768 0.607907 0.474489 0.690357 1.57426 0.83716 1.80159 1.08269 0.730313 0.499718 threshold=9.5000000000000018 1490616000.0000002 1.0000000180025095e-35 1490788800.0000002 1500552000.0000002 1.0000000180025095e-35 42.500000000000007 39.500000000000007 1.0000000180025095e-35 32.500000000000007 1491048000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 24.500000000000004 22.500000000000004 47.500000000000007 1492603200.0000002 1497096000.0000002 1495713600.0000002 1494417600.0000002 1.0000000180025095e-35 1494590400.0000002 1495713600.0000002 1497441600.0000002 1496750400.0000002 1499169600.0000002 16.500000000000004 1493208000.0000002 decision_type=2 2 2 2 2 2 2 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 8 5 6 7 -5 -4 -3 -7 12 -12 -13 15 21 17 -16 19 20 -19 22 28 -24 25 -25 -26 -28 -15 right_child=1 2 3 4 -6 10 -8 -9 -10 -11 11 13 -14 14 16 -17 -18 18 -20 -21 -22 -23 23 24 26 -27 27 -29 -30 leaf_value=-9.0961150582182671e-06 -9.7090076894112002e-05 -0.0006307366343470378 0.01086870281676881 0.00074598313548006204 -0.0009219526151439131 -0.0036431522594091107 -0.004930166273178267 0.01017070146277547 0.0010569787786031764 -0.0041189222418953784 0.0011202479543256829 -0.00044131702871375771 -0.0074412681028112639 0.0038718683764529535 0.0066906696382146441 0.0095218752754164179 0.0070503651902273107 -0.0060040005333515823 0.0013794246669961603 -0.0095328878135161298 0.0029397785891103383 0.0013611710433253247 -0.0044245021561570615 0.0020986477246581208 -0.0016468324118339627 0.015664362474971001 0.0027972056773700278 0.012093551699505297 0.0085578086497955889 leaf_weight=740855 51973 6426 172 7544 1778 141 336 100 120 428 413 537 111 468 161 222 154 181 362 133 131 958 259 229 366 171 245 129 443 leaf_count=740855 51973 6426 172 7544 1778 141 336 100 120 428 413 537 111 468 161 222 154 181 362 133 131 958 259 229 366 171 245 129 443 internal_value=0 9.02238e-05 0.00051875 0.00110949 0.0010021 0.00125011 0.000625092 0.000869279 0.00683649 -0.000848557 0.00210797 0.00225091 -0.000693356 0.00255054 0.0028989 0.00363235 0.000617485 -0.000405927 -0.00182173 -0.00442581 -0.00224876 0.00323226 0.00400824 0.00261322 0.00421214 0.00789799 0.00221979 0.0060037 0.00615054 internal_weight=0 74691 22718 15864 15572 13794 7980 7644 292 6854 5814 5673 524 5149 4612 3490 1122 968 807 445 312 3268 2310 1399 1140 400 740 374 911 internal_count=815546 74691 22718 15864 15572 13794 7980 7644 292 6854 5814 5673 524 5149 4612 3490 1122 968 807 445 312 3268 2310 1399 1140 400 740 374 911 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=30 num_cat=0 split_feature=4 0 1 4 0 0 0 0 0 19 1 21 0 0 4 0 4 9 36 0 4 0 0 19 1 1 0 0 4 split_gain=0.0673208 0.134461 0.0661991 0.33812 0.670331 0.580585 0.495585 1.10232 0.754955 0.699859 0.626488 0.6082 0.60658 0.543061 0.868809 0.980989 0.948079 0.471988 0.445226 1.08341 1.10668 0.70418 0.50912 0.437238 0.417727 0.408878 0.406166 0.436116 0.397721 threshold=109.50000000000001 1476532800.0000002 1.5000000000000002 9.5000000000000018 1470657600.0000002 1501329600.0000002 1480852800.0000002 1482235200.0000002 1488110400.0000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1480507200.0000002 1481198400.0000002 12.500000000000002 1481630400.0000002 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1499774400.0000002 15.500000000000002 1490616000.0000002 1493208000.0000002 1.0000000180025095e-35 13.500000000000002 78.500000000000014 1470139200.0000002 1470312000.0000002 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 left_child=2 -2 -1 -4 26 6 12 13 9 -9 -10 18 25 28 17 16 -16 -15 19 21 -21 -12 -20 -18 -24 -6 -5 -28 -8 right_child=1 -3 3 4 5 -7 7 8 10 -11 11 -13 -14 14 15 -17 23 -19 22 20 -22 -23 24 -25 -26 -27 27 -29 -30 leaf_value=1.4729919625427554e-05 -0.00072931957405966686 0.0041817999810778673 -0.00011041058802633728 0.0011431417872552715 8.8458431614488181e-05 -0.0042134541442046744 0.0051078697407678135 -0.0019273931595640379 0.00045441066068819722 0.00075191524139135366 0.00066937760173066245 -0.0038724126054633721 -0.0043154090197536528 0.0029146459395295223 0.017659821874443808 0.00295298260360672 0.010372571588884438 -0.004586616711199613 -0.0014480087152472221 0.0056273488693085374 -0.0081739164612911371 0.0066386182662389942 0.0016503204729811311 0.0029429725474781464 0.0082489887570462578 -0.0053180430002484312 -0.0073385686155233998 -0.0017013947083060407 -0.0012108689582943366 leaf_weight=634619 111 112 154339 210 9377 274 132 2154 7151 1781 259 150 336 199 102 593 155 145 439 102 135 834 436 162 123 142 232 336 406 leaf_count=634619 111 112 154339 210 9377 274 132 2154 7151 1781 259 150 336 199 102 593 155 145 439 102 135 834 436 162 123 142 232 336 406 internal_value=0 0.00173725 -4.75158e-07 -5.38743e-05 0.000277086 0.00036501 0.00041457 0.000767866 0.000452312 -0.000714725 0.000929235 0.00229948 -0.000139591 0.00302773 0.00409431 0.00557009 0.00927401 -0.000247223 0.00269715 0.0038951 -0.00223413 0.00522413 0.00110069 0.00657574 0.00310226 7.80677e-06 -0.0026146 -0.0040039 0.000339454 internal_weight=0 223 815323 180704 26365 25587 25313 15458 13564 3935 9629 2478 9855 1894 1356 1012 419 344 2328 1330 237 1093 998 317 559 9519 778 568 538 internal_count=815546 223 815323 180704 26365 25587 25313 15458 13564 3935 9629 2478 9855 1894 1356 1012 419 344 2328 1330 237 1093 998 317 559 9519 778 568 538 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=30 num_cat=0 split_feature=3 4 22 4 4 3 3 4 3 37 0 0 0 3 3 4 0 4 22 20 0 0 3 4 3 3 22 0 0 split_gain=0.0877897 0.617247 0.332262 0.604674 0.317653 0.509356 0.245343 0.210108 0.714735 0.720143 0.818134 0.659989 0.875005 0.491384 1.09549 0.723736 0.331387 0.268624 0.784788 0.909329 0.639719 0.662616 0.576836 0.163139 0.850543 0.792018 0.687524 0.676791 0.871194 threshold=106.50000000000001 72.500000000000014 1.0000000180025095e-35 77.500000000000014 109.50000000000001 132.50000000000003 97.500000000000014 56.500000000000007 75.500000000000014 1.0000000180025095e-35 1484481600.0000002 1487246400.0000002 1492603200.0000002 76.500000000000014 86.500000000000014 64.500000000000014 1479470400.0000002 48.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1485518400.0000002 1479297600.0000002 70.500000000000014 41.500000000000007 53.500000000000007 50.500000000000007 1.0000000180025095e-35 1475496000.0000002 1478865600.0000002 decision_type=2 2 2 2 2 2 2 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 -2 -4 5 -5 7 8 17 10 -10 13 -13 -9 16 -16 -15 22 -19 20 21 -20 23 24 -1 -25 -26 -27 -29 right_child=2 -3 3 4 -6 -7 -8 11 9 -11 -12 12 -14 14 15 -17 -18 18 19 -21 -22 -23 -24 25 26 27 -28 28 -30 leaf_value=2.016931135430599e-06 -0.0061270376390500647 0.0066168151293874633 -0.0062022287012250335 0.0025081982554167239 0.0046529934944018079 -0.0053261268744940193 -0.0038793946222110765 -0.0023221109993755819 -0.0053790385090058471 -0.010681283462326975 0.0056437060862663205 -0.009939654386602343 0.002566284547109839 0.01259089075549916 -0.0063443139014602874 0.005345998966741726 0.0050867192260920999 -0.0053602105349302293 0.0072983537526769482 -0.0022491935334766088 0.011693919438755874 -0.0022230882864445445 -0.0068762313379890846 -0.0062898734164305208 0.0036479611750551023 0.0054389911270914934 -0.0041472971812530008 -0.0066856190601845278 0.001695141810363731 leaf_weight=809997 111 141 135 218 184 134 163 118 191 120 104 100 127 143 103 109 100 125 176 201 132 125 122 133 132 369 792 147 794 leaf_count=809997 111 141 135 218 184 134 163 118 191 120 104 100 127 143 103 109 100 125 176 201 132 125 122 133 132 369 792 147 794 internal_value=0 1.01645e-06 -0.00105903 -0.000220661 0.00128589 -0.000474187 -1.28656e-07 6.47712e-07 -9.449e-07 -0.00414989 -0.00149305 0.00162045 -0.00294294 0.00342829 0.0049196 -0.000333729 0.00950275 1.17231e-06 0.00188156 0.00330936 0.00588966 0.00334427 -5.84292e-07 4.48285e-07 -1.44209e-06 0.00106278 -0.00303369 0.00180927 0.000385926 internal_weight=0 814764 782 671 536 352 814623 814460 813660 415 295 800 227 573 455 212 243 813245 759 634 433 301 812486 812364 810921 1443 924 1310 941 internal_count=815546 814764 782 671 536 352 814623 814460 813660 415 295 800 227 573 455 212 243 813245 759 634 433 301 812486 812364 810921 1443 924 1310 941 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=30 num_cat=0 split_feature=37 4 0 0 4 4 0 0 0 4 0 0 4 0 0 4 19 4 4 4 4 0 0 17 0 19 0 4 0 split_gain=0.063199 0.287494 0.768998 1.24491 1.12854 1.48145 0.965766 0.798221 0.725468 0.605396 0.603316 0.695598 0.523419 0.518449 0.647201 0.751933 0.804968 0.553822 0.678371 0.488697 0.457032 0.415378 0.407411 0.555817 0.526945 0.402187 0.381922 0.429772 0.398432 threshold=1.0000000180025095e-35 17.500000000000004 1480852800.0000002 1483617600.0000002 51.500000000000007 22.500000000000004 1486036800.0000002 1482062400.0000002 1479470400.0000002 27.500000000000004 1500033600.0000002 1499169600.0000002 53.500000000000007 1470312000.0000002 1473249600.0000002 30.500000000000004 1.0000000180025095e-35 20.500000000000004 23.500000000000004 23.500000000000004 33.500000000000007 1500724800.0000002 1495022400.0000002 1.0000000180025095e-35 1496232000.0000002 1.0000000180025095e-35 1476792000.0000002 20.500000000000004 1477483200.0000002 decision_type=2 2 2 2 2 2 2 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 7 9 -4 13 -5 11 12 22 -3 17 26 -17 -15 -19 -10 -21 -12 23 -8 -24 -23 27 -16 -28 right_child=1 2 3 6 -6 -7 10 -9 19 -11 21 -13 -14 14 15 16 -18 18 -20 20 -22 25 24 -25 -26 -27 28 -29 -30 leaf_value=7.8410243852978174e-06 -0.00018284926214451959 -0.0059131005314831328 0.0047492262233728138 -0.0074500741827500973 0.014671579593479043 0.00018765991012414615 0.001993918781528155 0.015686006526584213 0.00014761918000061149 0.00011082678125594473 -0.0056299913862738957 0.007458403076844167 -0.0053691663573273516 -0.0024844115946031768 -0.00065744352266192433 -0.0045109923551731471 0.003711739005655914 0.009398514948110899 0.0019377220412277428 -0.01165183244984809 -0.0032250091102388172 -0.0040880931597043818 -0.0045126352300293637 0.0089966255991208947 0.0013686460272891677 0.0036262875329703091 0.0053082082051746915 -0.0058046066502584915 -0.0020114591999098341 leaf_weight=755598 52256 147 159 229 101 499 1319 115 137 197 198 197 113 218 250 158 483 145 764 123 135 117 211 124 548 160 101 462 282 leaf_count=755598 52256 147 159 229 101 499 1319 115 137 197 198 197 113 218 250 158 483 145 764 123 135 117 211 124 548 160 101 462 282 internal_value=0 -9.883e-05 0.000471959 0.00136306 0.00473054 0.00343164 0.000500712 0.00933948 -0.000649959 -0.0039536 0.00113598 0.00175398 0.00126855 -0.00012119 0.000176194 -0.00103523 0.00168492 0.00204224 0.00312784 -0.00467931 -0.00724245 -0.00213229 0.00160918 0.00259568 -0.000266335 0.000367867 -0.00262757 -0.00399732 -8.12075e-05 internal_weight=0 59948 7692 4287 874 773 3413 274 3405 426 2987 2512 2315 3010 2863 1736 641 1127 909 395 258 475 2202 1443 759 277 1095 712 383 internal_count=815546 59948 7692 4287 874 773 3413 274 3405 426 2987 2512 2315 3010 2863 1736 641 1127 909 395 258 475 2202 1443 759 277 1095 712 383 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=30 num_cat=0 split_feature=3 4 3 4 3 4 0 0 3 0 0 36 4 4 3 0 36 4 0 3 5 3 0 3 3 0 5 4 3 split_gain=0.098474 0.4701 0.514202 0.442574 0.295106 0.257396 0.672266 0.252716 0.233482 0.408736 0.679303 0.597407 0.268764 0.232577 0.672526 0.660315 0.513785 0.424599 0.484095 0.900863 0.404312 0.964843 0.436291 0.43385 0.365438 0.466088 0.367857 0.343622 0.463433 threshold=163.50000000000003 98.500000000000014 126.50000000000001 80.500000000000014 104.50000000000001 67.500000000000014 1480420800.0000002 1476360000.0000002 79.500000000000014 1492430400.0000002 1485000000.0000002 1.0000000180025095e-35 59.500000000000007 51.500000000000007 69.500000000000014 1488801600.0000002 1.0000000180025095e-35 46.500000000000007 1483963200.0000002 63.500000000000007 1.0000000180025095e-35 71.500000000000014 1486382400.0000002 72.500000000000014 61.500000000000007 1489838400.0000002 1.0000000180025095e-35 43.500000000000007 55.500000000000007 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 left_child=1 2 3 4 5 8 -7 -6 13 10 11 12 -10 14 17 16 -16 24 19 -19 21 -15 23 -22 27 26 -26 28 -1 right_child=-2 -3 -4 -5 7 6 -8 -9 9 -11 -12 -13 -14 20 15 -17 -18 18 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 leaf_value=2.056703815219637e-06 -0.0022355028016842562 0.0061572831634792591 -0.0062177497557455441 0.0051174925833102868 -0.0065418757982115498 0.0084374886095523842 -0.0017041009354547864 4.3083215567553161e-05 -0.0018759325705468657 0.0030403391482347313 -0.010038688600302563 -0.0050948289360436003 0.0044619352021254598 -0.0067029685136817761 -0.011949806217048949 0.0018099482796851516 -0.0029624890933400427 0.0094757141687862832 -0.0009165821850227328 -0.00045278048433484676 0.011340787932276726 0.0040991344558144061 -0.00057551141706157908 0.0025563115784999636 -0.0088179715378704088 0.0017056651334100327 -0.001994046660030739 0.0031030655298538573 -0.0026732862278358994 leaf_weight=810522 197 124 133 169 128 125 137 107 115 144 109 230 160 147 118 123 138 199 232 169 110 189 122 115 139 157 183 357 648 leaf_count=810522 197 124 133 169 128 125 137 107 115 144 109 230 160 147 118 123 138 199 232 169 110 189 122 115 139 157 183 357 648 internal_value=0 5.40129e-07 -3.96344e-07 6.18153e-07 -4.42992e-07 5.79051e-07 0.00313444 -0.00354362 -4.2911e-07 -0.00175467 -0.00287924 -0.00133393 0.00181155 1.20511e-06 -3.44517e-07 -0.00421181 -0.00710508 1.61971e-06 0.00266083 0.00491616 0.00184575 -0.000626786 0.00423991 0.00685094 -3.45207e-07 -0.00276163 -0.00493978 1.28463e-06 -8.04835e-08 internal_weight=0 815349 815225 815092 814923 814688 262 235 814426 758 614 505 275 813668 812985 379 256 812606 600 368 683 336 347 225 812006 479 322 811527 811170 internal_count=815546 815349 815225 815092 814923 814688 262 235 814426 758 614 505 275 813668 812985 379 256 812606 600 368 683 336 347 225 812006 479 322 811527 811170 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=30 num_cat=0 split_feature=27 19 17 8 15 6 6 5 34 40 6 5 17 10 29 5 8 5 9 22 22 5 5 11 6 10 9 8 16 split_gain=0.0580718 0.0709989 0.0415362 0.0517774 0.0356483 0.0289207 0.0192006 0.02393 0.0156911 0.0125738 0.0115032 0.0159947 0.0188544 0.0125541 0.0103941 0.00939743 0.00917965 0.00909172 0.00835694 0.00747867 0.00718928 0.027175 0.0211288 0.00954938 0.00778781 0.00738877 0.00668655 0.00852781 0.00657143 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=8 2 9 6 26 18 -4 -8 10 16 13 12 14 -1 -12 -7 20 19 -6 -10 21 23 -22 24 -2 -24 27 -3 -23 right_child=1 4 3 -5 5 15 7 -9 17 -11 11 -13 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520 1679 1964 2647 2469 7875 37905 226 171253 639 1834 15121 43969 566 6677 29689 40719 62442 148 6390 12668 42517 3460 30355 internal_value=0 -3.05752e-05 8.91926e-07 -0.000141619 -9.45631e-05 5.50848e-05 -0.00017771 -0.000382702 2.32888e-05 1.32224e-05 2.99293e-05 -1.68179e-05 -0.000138767 3.59363e-05 -0.000114837 -0.000264605 1.57983e-05 -2.77539e-05 0.000119698 -0.000117447 2.14794e-05 4.1378e-05 3.41092e-06 0.000133176 0.000138127 3.16407e-05 -0.000115056 -9.34786e-05 1.02691e-05 internal_weight=0 352612 236372 18823 116240 14001 17972 3643 462934 217549 409641 46645 8740 362996 8514 2354 215080 53293 11647 9324 199959 95160 104799 24086 23938 75110 102239 59722 71074 internal_count=815546 352612 236372 18823 116240 14001 17972 3643 462934 217549 409641 46645 8740 362996 8514 2354 215080 53293 11647 9324 199959 95160 104799 24086 23938 75110 102239 59722 71074 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=30 num_cat=0 split_feature=3 3 4 3 4 3 0 0 4 3 1 7 4 0 4 3 1 4 1 0 1 3 0 7 3 0 0 1 4 split_gain=0.0812021 0.301616 0.416183 0.380147 0.209009 0.24833 0.401593 0.328031 0.233447 0.0897105 0.645157 0.296374 0.227733 0.393733 0.189585 0.54328 0.536094 0.345665 0.438093 0.710541 0.326688 0.781992 0.353614 0.392549 0.298854 0.549666 0.951334 0.811395 0.773401 threshold=203.50000000000003 156.50000000000003 93.500000000000014 124.50000000000001 80.500000000000014 97.500000000000014 1488283200.0000002 1476014400.0000002 67.500000000000014 79.500000000000014 4.5000000000000009 1.0000000180025095e-35 56.500000000000007 1478606400.0000002 51.500000000000007 69.500000000000014 2.5000000000000004 46.500000000000007 3.5000000000000004 1478001600.0000002 1.5000000000000002 71.500000000000014 1486382400.0000002 1.0000000180025095e-35 53.500000000000007 1491912000.0000002 1474632000.0000002 2.5000000000000004 38.500000000000007 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 left_child=1 2 3 4 5 8 7 -7 9 14 11 12 -11 -14 15 17 -17 24 19 -19 22 -22 23 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157 115 122 222 101 115 114 256 123 154 123 323 147 189 122 111 104 430 834 135 248 internal_value=0 -3.56352e-07 3.93676e-07 -5.52608e-07 2.69062e-07 -3.923e-07 -0.00243716 -0.00417533 8.58248e-07 1.14895e-07 -0.00115225 -0.00260435 -0.000708434 0.00120547 1.07087e-06 -3.28228e-07 -0.00378555 1.4372e-06 0.00240078 0.00102863 0.00166644 -0.000556111 0.00381853 0.00616918 -3.35698e-07 -0.00130536 -0.00231621 0.00119562 0.00372345 internal_weight=0 815442 815318 815175 815057 814918 418 318 814500 814343 675 553 331 216 813668 812985 379 812606 600 477 683 336 347 225 812006 1751 1321 487 352 internal_count=815546 815442 815318 815175 815057 814918 418 318 814500 814343 675 553 331 216 813668 812985 379 812606 600 477 683 336 347 225 812006 1751 1321 487 352 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=30 num_cat=0 split_feature=3 3 3 3 3 5 3 3 9 18 12 14 3 3 3 5 3 3 18 3 3 3 3 3 3 3 3 3 3 split_gain=0.0728614 0.0648683 0.115992 0.125327 0.0774794 0.137292 0.0980822 0.0539339 0.490974 0.471995 0.197348 0.184723 0.333317 0.518387 0.202537 0.170813 0.444887 0.234535 0.168736 0.347914 0.168487 0.147207 0.230396 0.202169 0.429955 0.396072 0.416314 0.175717 0.171769 threshold=163.50000000000003 139.00000000000003 112.50000000000001 121.50000000000001 98.500000000000014 1.0000000180025095e-35 94.500000000000014 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 36.500000000000007 24.500000000000004 19.500000000000004 1.0000000180025095e-35 21.500000000000004 34.500000000000007 1.0000000180025095e-35 53.500000000000007 17.500000000000004 67.500000000000014 72.500000000000014 51.500000000000007 54.500000000000007 57.500000000000007 59.500000000000007 77.500000000000014 40.500000000000007 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 left_child=1 2 4 -4 6 -6 7 -1 9 11 -10 -9 13 14 -13 16 -11 20 21 -20 -17 23 -23 28 -25 -26 -27 -24 -12 right_child=-2 -3 3 -5 5 -7 -8 8 10 15 18 12 -14 -15 -16 17 -18 -19 19 -21 -22 22 27 24 25 26 -28 -29 -30 leaf_value=7.9435134418822723e-06 -0.0019229287470733454 0.0021451766556459116 -0.0041777062796704142 -0.0001524629353132861 -0.00028736494973765134 0.0037090211301561322 -0.0027254712879904689 -3.9110736944838017e-06 -0.0030972224066251903 0.00052046961543319992 -0.0004821793008013386 0.0021333560101780892 -0.0034451396718875255 0.0072985845964390747 -0.0025736256823830237 0.00011906430205102838 0.0073194660531367113 -0.0025985079138241846 -0.0010176427567008624 -0.0061855784178312338 0.003214341564656865 0.0047998586310832592 -0.0028680683201367874 -0.0057651414392008021 0.0035901994689061766 -0.0077644681813670144 -0.000433433028256162 0.0015239350510754192 0.00081535119442690662 leaf_weight=753683 197 141 138 176 193 155 132 43205 304 203 10772 308 110 166 130 301 183 136 1874 140 423 135 138 220 164 102 322 268 1127 leaf_count=753683 197 141 138 176 193 155 132 43205 304 203 10772 308 110 166 130 301 183 136 1874 140 423 135 138 220 164 102 322 268 1127 internal_value=0 4.64607e-07 9.36533e-08 -0.00192152 8.34101e-07 0.00149263 1.96756e-07 6.38532e-07 -9.00176e-05 7.69036e-05 -0.000574342 2.24532e-05 0.00161779 0.00253985 0.000736307 0.00199617 0.00374383 0.00121175 -0.00052409 -0.00137688 0.00192749 -0.000394445 0.00122108 -0.000463226 -0.00199391 -0.000582906 -0.00219703 3.10866e-05 -0.000359285 internal_weight=0 815349 815208 314 814894 348 814546 814414 60731 45165 15566 43919 714 604 438 1246 386 860 15262 2014 724 13248 541 12707 808 588 424 406 11899 internal_count=815546 815349 815208 314 814894 348 814546 814414 60731 45165 15566 43919 714 604 438 1246 386 860 15262 2014 724 13248 541 12707 808 588 424 406 11899 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=30 num_cat=0 split_feature=3 3 3 33 6 3 3 12 3 3 3 3 19 3 3 19 3 22 3 3 19 3 3 3 3 3 3 6 43 split_gain=0.0762175 0.235132 0.046198 0.182937 0.176252 0.478864 0.162454 0.152501 0.152196 0.258047 0.34524 0.215203 0.191985 0.299912 0.153269 0.347341 0.284899 0.1521 0.146891 0.106692 0.300093 0.256697 0.184987 0.176223 0.161127 0.463247 0.108606 0.103615 0.0899739 threshold=203.50000000000003 153.50000000000003 32.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 33.500000000000007 33.500000000000007 1.0000000180025095e-35 104.50000000000001 74.500000000000014 66.500000000000014 50.500000000000007 1.0000000180025095e-35 60.500000000000007 44.500000000000007 1.0000000180025095e-35 42.500000000000007 1.0000000180025095e-35 115.50000000000001 75.500000000000014 1.0000000180025095e-35 79.500000000000014 94.500000000000014 73.500000000000014 79.500000000000014 83.500000000000014 96.500000000000014 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 left_child=1 2 -1 4 6 -6 17 -5 9 10 11 14 13 -13 16 -16 -7 -4 19 23 24 -22 -23 -8 -21 -26 -27 -9 -20 right_child=-2 -3 3 7 5 8 18 27 -10 -11 -12 12 -14 -15 15 -17 -18 -19 28 20 21 22 -24 -25 25 26 -28 -29 -30 leaf_value=3.6505254445816982e-06 0.0027069666387083439 -0.0040549641696514781 0.0010729526071608228 -0.0018412526112647272 0.0069145063630587957 -0.00029739213131150513 -0.00030421062815355051 0.003155352067425299 -0.0030371666887637093 0.0034905704632439642 -0.0047066202993885104 0.00578176051655006 -0.00046733974884966565 -0.00059496350776108947 0.00030540215930986134 -0.0066827678499189582 0.0046541444673658091 -0.002626773275051 0.00053090904156366991 0.0036841092680671575 -0.0071159641869852075 -0.00012529059069981772 -0.0041442245603539049 0.0032562497058711577 -0.0062444918420673772 0.0025689823609856867 -0.00069608980070346251 -0.00043826638630509954 0.0043918106820213026 leaf_weight=800066 104 143 139 106 112 920 9858 363 135 244 142 216 179 112 198 111 133 554 150 113 115 268 200 141 110 221 189 103 101 leaf_count=800066 104 143 139 106 112 920 9858 363 135 244 142 216 179 112 198 111 133 554 150 113 115 268 200 141 110 221 189 103 101 internal_value=0 -3.45242e-07 3.65921e-07 -0.000172148 -0.000240598 0.000523749 -0.00039788 0.00158231 0.000224266 0.000419518 4.68987e-05 0.000408054 0.00216681 0.00360434 -0.000246635 -0.00220491 0.000328016 -0.00188469 -0.000308018 -0.000361564 -0.00124602 -0.00288295 -0.00184278 -0.000254003 0.000261602 -0.000482135 0.00106386 0.00236105 0.0020845 internal_weight=0 815442 815299 15233 14661 2502 12159 572 2390 2255 2011 1869 507 328 1362 309 1053 693 11466 11215 1216 583 468 9999 633 520 410 466 251 internal_count=815546 815442 815299 15233 14661 2502 12159 572 2390 2255 2011 1869 507 328 1362 309 1053 693 11466 11215 1216 583 468 9999 633 520 410 466 251 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=30 num_cat=0 split_feature=3 3 0 3 18 0 3 0 6 0 37 0 6 23 0 0 3 3 19 0 3 3 0 0 3 0 3 0 0 split_gain=0.0617362 0.192748 0.0560591 0.173786 0.61912 0.59394 0.530666 0.654114 0.730739 0.651452 0.609839 0.435086 0.347321 0.325235 0.554546 0.439252 0.735359 0.5127 0.384126 0.283056 0.344467 0.315845 0.142255 0.133371 0.272658 0.123074 0.0806164 0.417822 0.40964 threshold=203.50000000000003 156.50000000000003 1482148800.0000002 46.500000000000007 1.0000000180025095e-35 1500724800.0000002 56.500000000000007 1493035200.0000002 1.0000000180025095e-35 1487419200.0000002 1.0000000180025095e-35 1496750400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1489838400.0000002 1492603200.0000002 87.500000000000014 68.500000000000014 1.0000000180025095e-35 1483617600.0000002 82.500000000000014 61.500000000000007 1489838400.0000002 1487764800.0000002 71.500000000000014 1485259200.0000002 63.500000000000007 1481371200.0000002 1475668800.0000002 decision_type=2 2 2 2 2 2 2 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 26 -4 5 6 7 8 9 25 11 -9 13 14 19 -16 17 18 -17 -8 21 -21 -11 -14 -25 -5 -1 28 -28 right_child=-2 -3 3 4 -6 -7 12 10 -10 22 -12 -13 23 -15 15 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 leaf_value=3.208027710684423e-05 0.0024362702245036001 -0.0039426252155775028 -1.8581182653357219e-05 -0.0043865216510013154 -0.0080352527806452946 0.0053748978059053243 0.00098023884192419554 -0.0067840457644210393 -0.0078808680305850112 0.0071701246876593521 -0.011362854464025032 0.00014325052992824247 0.0061996796107353664 0.0039669534531098158 0.0051440729683710504 -0.0041671170793729376 0.0068742936541489096 -0.0071925785476341852 0.00414824425032912 -0.0069460273443444354 -0.0089566320327350932 -0.00024492294687661342 0.0025591580574837285 0.0053408278735462651 -0.0016369172991419743 -0.00013859319617495202 0.00012368981801710405 0.0047244601489236475 -0.0030265618863228997 leaf_weight=372398 104 124 437896 146 113 163 120 176 110 115 123 187 103 151 184 102 103 150 122 111 124 192 160 112 112 128 1131 136 650 leaf_count=372398 104 124 437896 146 113 163 120 176 110 115 123 187 103 151 184 102 103 150 122 111 124 192 160 112 112 128 1131 136 650 internal_value=0 -3.10718e-07 2.88861e-07 -2.38689e-05 -0.000769117 -0.000494877 -0.000832841 -0.00249421 -0.000441636 0.00104892 -0.00527744 -0.00321544 0.000295434 -0.000408612 -0.000955557 0.000993517 -0.000607536 -0.00266804 0.000361785 -0.00331084 -0.00451676 -0.00269978 0.00448738 0.00322142 0.00185196 -0.00240209 2.87506e-05 -0.000618073 -0.00102604 internal_weight=0 815442 815318 441003 3107 2994 2831 1145 659 549 486 363 1686 1359 1208 661 477 374 224 547 427 303 275 327 224 274 374315 1917 1781 internal_count=815546 815442 815318 441003 3107 2994 2831 1145 659 549 486 363 1686 1359 1208 661 477 374 224 547 427 303 275 327 224 274 374315 1917 1781 is_linear=0 shrinkage=0.1 Tree=122 num_leaves=30 num_cat=0 split_feature=4 3 27 4 3 0 0 4 3 27 0 15 3 0 0 1 4 3 1 27 3 1 1 0 0 0 27 4 3 split_gain=0.0994897 0.963087 1.19692 0.916184 0.733982 0.798391 0.83909 0.665777 0.620838 0.60551 0.676119 0.653428 0.573627 1.19304 0.929091 0.903991 0.539338 1.28306 1.86057 0.885608 0.826577 1.03557 1.31216 0.880385 0.72102 0.672451 0.618925 0.612706 1.89579 threshold=23.500000000000004 29.500000000000004 1.0000000180025095e-35 18.500000000000004 34.500000000000007 1471003200.0000002 1473249600.0000002 26.500000000000004 25.500000000000004 1.0000000180025095e-35 1474632000.0000002 1.0000000180025095e-35 32.500000000000007 1493208000.0000002 1472817600.0000002 1.5000000000000002 18.500000000000004 22.500000000000004 1.5000000000000002 1.0000000180025095e-35 19.500000000000004 2.5000000000000004 6.5000000000000009 1489320000.0000002 1485691200.0000002 1475323200.0000002 1.0000000180025095e-35 15.500000000000002 17.500000000000004 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 left_child=1 16 -3 -4 5 -2 -7 -6 -8 -10 -11 -12 13 14 -5 -14 17 27 26 -18 -21 -22 -23 25 -20 -24 -19 -1 -29 right_child=4 2 3 12 7 6 8 -9 9 10 11 -13 15 -15 -16 -17 19 18 24 20 21 22 23 -25 -26 -27 -28 28 -30 leaf_value=-5.8111792755081967e-06 -0.0058392070964208417 0.0014345067077841031 0.0023796721870837922 0.0021639121498219799 -0.0024107348548875903 0.0071470925835525169 -0.0040758792359841837 9.7847188632559727e-05 -0.00070709386255351559 -0.0037328773216735683 0.00344972495143217 -0.001456971123862343 -0.0030249239649934073 0.0038776648123707391 -0.0060971069922951295 -0.010396505489222781 -0.0009669944860361138 0.0020910570123238693 -0.0025378391604272796 -0.0056426114013677919 0.00094949828916725254 0.0063964156766477516 0.0022995461059628795 0.0070281023589464338 -0.0069460633369966707 -0.0080224984373228666 -0.0012785201118802676 -0.0024743245599503287 0.001827775381794046 leaf_weight=777687 146 783 257 173 1160 263 203 12028 844 169 2086 312 375 226 639 299 1996 842 796 158 4202 857 106 104 695 156 1546 1278 5160 leaf_count=777687 146 783 257 173 1160 263 203 12028 844 169 2086 312 375 226 639 299 1996 842 796 158 4202 857 106 104 695 156 1546 1278 5160 internal_value=0 -5.12832e-06 -0.00187262 -0.00318774 0.000237878 0.00142025 0.00169363 -0.000122805 0.00129676 0.00161651 0.00238048 0.00281132 -0.00402351 -0.0025485 -0.00433706 -0.00629511 1.33152e-06 -6.74324e-06 -0.00182097 0.00084088 0.00148722 0.00169487 0.00425584 -0.00075638 -0.00459265 -0.0038464 -9.04196e-05 2.2316e-06 0.00097377 internal_weight=0 798335 2752 1969 17211 4023 3877 13188 3614 3411 2567 2398 1712 1038 812 674 795583 788004 3879 7579 5583 5425 1223 366 1491 262 2388 784125 6438 internal_count=815546 798335 2752 1969 17211 4023 3877 13188 3614 3411 2567 2398 1712 1038 812 674 795583 788004 3879 7579 5583 5425 1223 366 1491 262 2388 784125 6438 is_linear=0 shrinkage=0.1 Tree=123 num_leaves=30 num_cat=0 split_feature=1 1 19 1 6 1 1 37 1 1 1 6 1 1 1 27 1 37 1 12 1 1 1 30 20 27 36 1 41 split_gain=0.0571244 0.0621233 0.0421291 0.0508181 0.216042 0.320355 0.408984 0.112788 0.0649145 0.0572788 0.05023 0.075511 0.0994528 0.126004 0.0822651 0.0734225 0.0516754 0.0601576 0.0509177 0.0499643 0.082263 0.0454961 0.0371634 0.0336098 0.0297622 0.0361358 0.0287674 0.0713544 0.0277146 threshold=291.50000000000006 259.50000000000006 1.0000000180025095e-35 54.500000000000007 1.0000000180025095e-35 138.50000000000003 94.500000000000014 1.0000000180025095e-35 35.500000000000007 71.500000000000014 5.5000000000000009 1.0000000180025095e-35 20.500000000000004 16.500000000000004 58.500000000000007 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 79.500000000000014 107.50000000000001 169.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 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 left_child=1 2 3 8 7 6 9 19 -1 -6 16 12 13 18 -14 -15 17 -4 26 20 -5 -16 -22 -18 -10 -26 27 -12 -21 right_child=-2 -3 10 4 5 -7 -8 -9 24 -11 11 -13 14 15 21 -17 23 -19 -20 28 22 -23 -24 -25 25 -27 -28 -29 -30 leaf_value=1.3811287917810353e-05 0.0022094621331009089 -0.0024442147584394524 -1.3013591775029162e-05 0.0034848338253214029 0.0004795486182192244 -0.001168409290785911 0.0087183300027884238 -0.0031491693547363152 3.7809608851202321e-05 0.0034744031944622597 -0.00098720466305922644 -0.00072111986186155868 0.00091922285443289957 0.00077871868295324416 -0.0011785925676276671 -0.0019593639911131893 0.00020616247433967666 -0.00016834042248123229 0.0012747436408926107 -0.00058871376307530145 -0.00026640157749066248 0.00070044675955446953 0.0019550410038282283 -0.00099456338122014569 4.7229289362271054e-05 -0.0016008881288629585 -1.4950396025518337e-05 -0.00012695739783268723 0.0008837721505833249 leaf_weight=583183 117 104 172588 100 163 194 118 114 295 105 1300 2432 1477 117 359 601 11368 29145 247 729 305 201 100 238 181 502 5275 3733 155 leaf_count=583183 117 104 172588 100 163 194 118 114 295 105 1300 2432 1477 117 359 601 11368 29145 247 729 305 201 100 238 181 502 5275 3733 155 internal_value=0 -3.1702e-07 -5.28495e-09 1.42043e-05 0.000507255 0.00214667 0.0038128 -0.000125388 1.24462e-05 0.00165291 -3.63692e-05 -0.000208751 -0.000115131 -0.000231329 0.000527917 -0.00151319 -2.36493e-05 -3.54541e-05 -0.000144131 0.000122784 0.000916307 -0.000504152 0.000282103 0.00018154 -0.000801578 -0.00116412 -0.00017813 -0.000349155 -0.000330529 internal_weight=0 815429 815325 586244 2083 580 386 1503 584161 268 229081 15742 13310 11273 2037 718 213339 201733 10555 1389 505 560 405 11606 978 683 10308 5033 884 internal_count=815546 815429 815325 586244 2083 580 386 1503 584161 268 229081 15742 13310 11273 2037 718 213339 201733 10555 1389 505 560 405 11606 978 683 10308 5033 884 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=30 num_cat=0 split_feature=1 1 0 1 1 1 1 0 0 0 0 1 7 0 0 1 17 0 0 1 0 0 0 19 37 0 0 19 0 split_gain=0.0462707 0.0503199 0.0419704 0.0407747 0.221056 0.0735168 0.0546944 0.0668514 0.0502991 0.123695 0.048675 0.0404518 0.0466933 0.0999233 0.192544 0.0546984 0.0813021 0.434593 0.29333 0.156566 0.304208 0.0761263 0.0701744 0.0911003 0.0694131 0.237698 0.211006 0.159576 0.135669 threshold=291.50000000000006 259.50000000000006 1482148800.0000002 98.500000000000014 106.50000000000001 88.500000000000014 74.500000000000014 1490616000.0000002 1497441600.0000002 1491480000.0000002 1487592000.0000002 1.5000000000000002 1.0000000180025095e-35 1499947200.0000002 1499860800.0000002 4.5000000000000009 1.0000000180025095e-35 1497960000.0000002 1488283200.0000002 13.500000000000002 1492084800.0000002 1486382400.0000002 1499256000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1494590400.0000002 1495886400.0000002 1.0000000180025095e-35 1497528000.0000002 decision_type=2 2 2 2 2 2 2 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 6 11 -8 9 10 -6 -4 13 14 15 24 22 18 21 20 -20 -18 -17 -24 -13 -26 27 -27 -28 right_child=-2 -3 3 4 8 -7 7 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 -23 23 -25 25 26 28 -29 -30 leaf_value=2.4613633269798948e-05 0.001988515857075795 -0.002199793228198989 -5.1581075574519446e-06 0.0050450187237812303 0.00059510758707553835 -0.002427711552955434 0.003428281033630614 -0.0001336303184721021 -0.0015930602207009121 0.0026450378152358431 -0.0023057105637071503 -8.6856139217107958e-05 -6.8240553810097553e-07 -0.00053581482724039935 0.0022550807040550755 -5.4379575209429908e-05 0.00048328300638656531 -0.0048329867175691448 0.0055030819174523155 0.0056390419887455733 -0.00025631671665844079 -0.0024723677561439674 -0.00020806244539422355 0.0024862738792140776 -4.2586511406201378e-05 -0.00065601408792153909 0.00014360298467178784 -0.0034165982288669691 -0.0012305675374059601 leaf_weight=374457 117 104 334677 102 110 127 102 109 149 166 122 27366 46010 5628 347 13431 273 118 150 168 236 128 249 253 7055 337 1308 553 1594 leaf_count=374457 117 104 334677 102 110 127 102 109 149 166 122 27366 46010 5628 347 13431 273 118 150 168 236 128 249 253 7055 337 1308 553 1594 internal_value=0 -2.85317e-07 -4.75577e-09 -2.09147e-05 0.000771136 -2.20824e-05 -2.13882e-05 0.00158824 -2.58218e-05 0.000560908 -0.000930323 -2.21603e-05 -7.6248e-05 -0.000134983 -9.28691e-05 -0.000108178 5.36025e-05 0.000892368 0.00159979 0.00309085 0.00198179 -0.000460167 -1.09921e-05 0.00114984 -0.000171709 -0.000385784 -0.0010243 -0.0023713 -0.000611196 internal_weight=0 815429 815325 440868 649 440219 440092 211 547 398 232 439881 105204 59194 53566 53219 15006 1073 955 554 386 401 13933 502 38213 10847 3792 890 2902 internal_count=815546 815429 815325 440868 649 440219 440092 211 547 398 232 439881 105204 59194 53566 53219 15006 1073 955 554 386 401 13933 502 38213 10847 3792 890 2902 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=30 num_cat=0 split_feature=3 3 3 3 9 1 1 1 27 1 3 3 3 1 40 27 1 1 3 1 1 3 3 3 3 3 3 3 3 split_gain=0.0524153 0.063539 0.114863 0.0391928 0.384282 0.456013 0.588957 0.418925 0.32715 0.318906 0.318763 0.517943 0.381985 0.333949 0.278634 0.394239 0.232877 0.328614 0.218204 0.211854 0.183042 0.226645 0.147466 0.136707 0.520885 0.301872 0.307228 0.230456 0.214889 threshold=163.50000000000003 139.00000000000003 126.50000000000001 13.500000000000002 1.0000000180025095e-35 10.500000000000002 3.5000000000000004 20.500000000000004 1.0000000180025095e-35 16.500000000000004 55.500000000000007 65.500000000000014 41.500000000000007 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 57.500000000000007 24.500000000000004 138.50000000000003 21.500000000000004 25.500000000000004 82.500000000000014 43.500000000000007 56.500000000000007 44.500000000000007 53.500000000000007 96.500000000000014 33.500000000000007 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 left_child=1 2 3 -1 14 6 23 9 18 -7 12 -12 -10 -14 16 -16 20 -18 -8 -19 -5 -22 -13 28 25 -25 -27 -26 -6 right_child=-2 -3 -4 4 5 7 8 -9 10 -11 11 22 13 -15 15 -17 17 19 -20 -21 21 -23 -24 24 27 26 -28 -29 -30 leaf_value=6.7127190327440097e-06 -0.0016309605722273062 0.0021230185285527657 -0.0033072286702337723 0.00010927972352357795 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-0.00182607 0.00149456 0.00478483 7.07187e-05 -0.00202621 9.98329e-05 -0.00212404 -0.0030446 -0.000258382 0.000123096 0.00309705 0.000940701 -0.000704069 -0.00149758 -0.00323356 -0.00254636 0.000134024 -0.000560765 internal_weight=0 815349 815208 815103 61420 15780 15103 677 3081 481 2879 326 2553 310 45640 625 45015 466 202 312 44549 206 220 12022 1839 891 782 948 10183 internal_count=815546 815349 815208 815103 61420 15780 15103 677 3081 481 2879 326 2553 310 45640 625 45015 466 202 312 44549 206 220 12022 1839 891 782 948 10183 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=30 num_cat=0 split_feature=1 1 23 1 0 0 37 0 1 1 7 0 37 1 0 0 0 0 0 1 0 1 0 1 37 1 0 0 1 split_gain=0.0411225 0.0387635 0.034951 0.0504814 0.0775343 0.149674 0.133183 0.121943 0.108203 0.101922 0.0777046 0.0859262 0.0956197 0.0946176 0.0816271 0.08118 0.115433 0.0722438 0.0718323 0.0794607 0.0950682 0.163421 0.193859 0.171724 0.117654 0.237797 0.160482 0.0826581 0.119401 threshold=291.50000000000006 259.50000000000006 1.0000000180025095e-35 1.5000000000000002 1497873600.0000002 1497096000.0000002 1.0000000180025095e-35 1497528000.0000002 7.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1498478400.0000002 1.0000000180025095e-35 4.5000000000000009 1498132800.0000002 1499947200.0000002 1499860800.0000002 1496836800.0000002 1471435200.0000002 21.500000000000004 1488974400.0000002 98.500000000000014 1492603200.0000002 24.500000000000004 1.0000000180025095e-35 39.500000000000007 1481630400.0000002 1472472000.0000002 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 left_child=1 2 3 -1 5 17 8 -8 -7 -9 11 12 -6 14 -14 16 -13 18 -5 27 24 23 -23 -22 -21 26 -26 28 -20 right_child=-2 -3 -4 4 10 6 7 9 -10 -11 -12 15 13 -15 -16 -17 -18 -19 19 20 21 22 -24 -25 25 -27 -28 -29 -30 leaf_value=3.9572703092739821e-06 0.0018746314079771378 -0.0019307575405736526 3.7750237608561335e-05 -0.00036000491455698709 -0.00045008391160068886 0.00055402599551044771 0.0026190958972120842 -0.0016700744789922247 -0.0013692875489299159 0.002245228573740619 7.507597036755969e-06 -0.00012865625925578714 -0.0016419613180026227 -0.00013162958392691192 -0.0043097071011074795 -0.00058796984241491271 0.0019433973988177294 -0.00090832094365720013 0.00050904962306551869 -0.00010575206109402246 0.003173971613534163 0.0059820910916826521 0.00050838108253960929 -2.2574346748776831e-05 0.006390883793067347 -0.00070101610600416839 0.0013647710473574833 -6.4698233007429306e-05 -0.0019831297978640523 leaf_weight=485328 117 104 188367 6938 874 1892 541 154 346 117 6251 3393 262 184 204 4819 292 983 3980 3547 204 133 126 954 117 244 139 104734 202 leaf_count=485328 117 104 188367 6938 874 1892 541 154 346 117 6251 3393 262 184 204 4819 292 983 3980 3547 204 133 126 954 117 244 139 104734 202 internal_value=0 -2.68977e-07 -2.27311e-08 -1.13715e-05 -6.38989e-05 -3.72353e-05 0.000654713 0.00175176 0.000256677 2.02962e-05 -0.000269213 -0.000441708 -0.00113318 -0.00205168 -0.00280982 -0.00031779 3.55336e-05 -5.44914e-05 -4.75731e-05 -2.86218e-05 0.000343506 0.00104843 0.00331921 0.000540548 9.66855e-05 0.00153278 0.00366186 -4.72904e-05 0.000388672 internal_weight=0 815429 815325 626958 141630 125351 3050 812 2238 271 16279 10028 1524 650 466 8504 3685 122301 121318 114380 5464 1417 259 1158 4047 500 256 108916 4182 internal_count=815546 815429 815325 626958 141630 125351 3050 812 2238 271 16279 10028 1524 650 466 8504 3685 122301 121318 114380 5464 1417 259 1158 4047 500 256 108916 4182 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=30 num_cat=0 split_feature=4 0 0 19 0 0 18 1 0 1 0 17 0 0 4 4 4 0 0 4 0 1 0 4 7 4 0 0 18 split_gain=0.0928647 0.358167 1.4161 0.400515 0.445548 0.8538 0.584065 0.509361 0.667285 0.747977 0.946422 0.605305 0.789733 1.20061 1.66746 0.824065 0.379855 0.354647 0.542353 0.356792 0.580848 0.795881 0.881393 0.400954 0.443352 0.358691 0.388601 0.587545 0.339608 threshold=22.500000000000004 1472126400.0000002 1471780800.0000002 1.0000000180025095e-35 1476878400.0000002 1477224000.0000002 1.0000000180025095e-35 5.5000000000000009 1495108800.0000002 23.500000000000004 1487764800.0000002 1.0000000180025095e-35 1486900800.0000002 1482408000.0000002 32.500000000000007 38.500000000000007 23.500000000000004 1501156800.0000002 1500120000.0000002 37.500000000000007 1480248000.0000002 2.5000000000000004 1481544000.0000002 70.500000000000014 1.0000000180025095e-35 33.500000000000007 1492603200.0000002 1487246400.0000002 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 left_child=-1 2 16 4 6 -6 -3 11 9 10 -9 17 13 14 -13 -14 -2 18 19 25 -21 22 -22 24 -24 28 27 -27 -7 right_child=1 3 -4 -5 5 7 -8 8 -10 -11 -12 12 15 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 leaf_value=-5.1776755949111895e-06 0.0055447744206525394 -0.0010771200040111441 0.0070021172666141582 0.00064978826596237831 0.0091122488999698208 -7.1725431507352604e-05 -0.0067609761484117821 0.0064054224000061515 0.0079811674281842562 -0.0056303346244469827 -0.0033916577390365066 -0.0097818367374951365 0.0030686998093547137 -0.014193193545550343 0.006538492287027426 -0.0068019998176138824 -0.00017934188475059108 0.0054473382167935635 -0.0041992420692616699 -0.0059917260124348103 0.0091715760660547492 -0.0068561765249592795 -0.0037559682585844249 0.0055781284891216476 0.00091010319063624659 0.0040879100809985561 0.0077730086340590289 -0.0047154622479265024 0.003455251799083796 leaf_weight=796787 125 2080 377 6874 102 3255 198 271 166 138 155 136 281 127 116 121 1598 116 311 220 108 165 357 101 474 249 131 109 298 leaf_count=796787 125 2080 377 6874 102 3255 198 271 166 138 155 136 281 127 116 121 1598 116 311 220 108 165 357 101 474 249 131 109 298 internal_value=0 0.000219921 0.00145062 6.47817e-05 -0.000346188 2.55277e-05 -0.00157115 -9.96371e-05 0.00240829 0.000768043 0.00284076 -0.000373912 -0.00298993 -0.00626491 -0.0022693 9.76683e-05 0.000235931 -2.72693e-05 -0.000137178 9.38993e-05 -0.00126668 -0.000404016 0.000619644 -0.000371353 -0.00109445 0.000573569 0.00311282 0.00140755 0.000224092 internal_weight=0 18759 2100 16659 9785 7507 2278 7405 730 564 426 6675 781 379 252 402 1723 5894 5778 5467 1425 1205 1040 932 831 4042 489 358 3553 internal_count=815546 18759 2100 16659 9785 7507 2278 7405 730 564 426 6675 781 379 252 402 1723 5894 5778 5467 1425 1205 1040 932 831 4042 489 358 3553 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=30 num_cat=0 split_feature=3 3 3 40 27 14 3 3 24 3 27 27 3 3 3 5 3 33 3 12 6 3 5 27 14 8 3 18 12 split_gain=0.0553668 0.154633 0.0381303 0.191641 0.318631 0.183349 0.251107 0.422014 0.16695 0.161384 0.12566 0.123491 0.0888191 0.274125 0.156893 0.0846287 0.0843214 0.0783222 0.137063 0.163452 0.0835004 0.0684133 0.306084 0.339884 0.238936 0.158799 0.095273 0.125903 0.134262 threshold=203.50000000000003 153.50000000000003 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 24.500000000000004 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 39.500000000000007 29.500000000000004 20.500000000000004 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 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 left_child=1 2 21 5 15 8 7 9 17 11 -10 -7 13 14 16 -5 -12 -4 20 -20 -19 -1 23 -23 25 26 -25 28 -28 right_child=-2 -3 3 4 -6 6 -8 -9 10 -11 12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 leaf_value=-2.1460872700673297e-06 0.0023071738067441264 -0.0032883896681291241 -6.8811849438964604e-05 -0.002614917527911517 -0.0059256169974707586 -0.00078657338549262571 -0.0030724823904377456 0.0062565586205461741 0.00010899496144332793 -0.0023455604933450089 -0.0019331039018313384 0.0033072246580343177 -0.0035363807215833586 0.0022016118613537405 -0.0034481998929977611 0.00028841338535130491 0.00036032654161472833 0.0004228599503384222 -0.0018742023642165679 0.002526887856323665 -0.0012481005204169797 -0.00034819360282923895 -3.6200859029703313e-05 0.00026756468756434707 0.0053031245586889868 -0.00076628776897563148 2.8079645223139474e-05 -0.00024968744577874043 0.0012114046899578184 leaf_weight=696754 104 143 55665 143 145 116 103 186 748 132 354 202 185 200 383 337 293 1432 101 513 378 3846 40439 2848 113 712 1110 820 7041 leaf_count=696754 104 143 55665 143 145 116 103 186 748 132 354 202 185 200 383 337 293 1432 101 513 378 3846 40439 2848 113 712 1110 820 7041 internal_value=0 -2.94253e-07 2.82465e-07 -7.53528e-05 -0.00181752 -5.75e-05 0.00150806 0.00224988 -7.67019e-05 0.000593784 -0.000939336 0.00181389 -0.00149351 -0.00118624 -0.00184408 -0.000576537 -0.000894502 -4.45809e-05 0.000511862 0.00180293 7.38969e-05 6.46589e-06 0.000111868 0.000474982 0.000725372 0.000684092 0.000771465 0.000931437 0.00105026 internal_weight=0 815442 815299 61616 625 60991 739 636 60252 450 2163 318 1415 1230 1030 480 647 58089 2424 614 1810 753683 56929 16490 12644 12531 11819 8971 8151 internal_count=815546 815442 815299 61616 625 60991 739 636 60252 450 2163 318 1415 1230 1030 480 647 58089 2424 614 1810 753683 56929 16490 12644 12531 11819 8971 8151 is_linear=0 shrinkage=0.1 Tree=129 num_leaves=30 num_cat=0 split_feature=4 3 5 3 4 4 5 27 4 3 27 27 5 4 4 3 27 5 3 4 27 3 5 6 4 21 4 3 27 split_gain=0.0812502 0.803624 1.01449 0.587673 0.780017 0.640827 0.609522 0.558841 0.543934 0.976895 1.22901 0.798208 0.831521 0.863073 0.756301 1.37028 1.92008 1.26912 1.27608 1.31267 1.20574 1.16687 0.980511 1.00046 0.9548 0.822599 0.75045 2.15356 1.8089 threshold=23.500000000000004 28.500000000000004 1.0000000180025095e-35 35.500000000000007 31.500000000000004 27.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 22.500000000000004 14.500000000000002 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 12.500000000000002 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 11.500000000000002 13.500000000000002 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 left_child=1 8 -3 4 6 -5 -2 -4 9 14 -11 -10 13 -13 15 26 -17 18 19 -18 -16 24 25 -24 -22 -23 27 -1 -28 right_child=3 2 7 5 -6 -7 -8 -9 11 10 -12 12 -14 -15 20 16 17 -19 -20 -21 21 22 23 -25 -26 -27 28 -29 -30 leaf_value=8.8095287360125837e-06 0.0028439799405254925 -0.0035965109816170713 0.002107687964283548 -0.0021692155876283227 -0.0068818682366902501 0.00011162042508694854 0.00045912562937314345 -0.0012872272178421575 -0.00091461814642524906 0.0010511970320305653 -0.0023266591905926255 0.002432164452459769 0.00047612576869917749 0.0095575759237144092 -0.00090290210536707089 0.0010363406783471562 -0.0063129706306183642 -0.0012703910924022437 -0.0080115449736277815 0.00068234462145036901 0.00066223804401033129 0.0045499456565890441 0.00045692633030578519 0.0052964964284939638 -0.0056319834680567567 -0.0034486263329028218 -0.0011602420007565406 -0.0019019951024971304 0.0016984202335126502 leaf_weight=750156 1756 1403 730 1384 117 11204 2750 1444 1816 1508 3770 1869 3038 187 2603 2185 494 2919 693 587 789 1883 2771 505 347 138 3159 5945 7396 leaf_count=750156 1756 1403 730 1384 117 11204 2750 1444 1816 1508 3770 1869 3038 187 2603 2185 494 2919 693 587 789 1883 2771 505 347 138 3159 5945 7396 internal_value=0 -4.63445e-06 -0.00150015 0.00021497 0.0011792 -0.000139148 0.00138851 -0.00014726 2.09649e-06 -5.65122e-06 -0.00136156 0.000885457 0.00152718 0.00308024 3.49361e-06 -7.13151e-06 -0.00141232 -0.00255239 -0.00466182 -0.0025144 0.000913066 0.00164787 0.00227157 0.00120295 -0.00126038 0.00400378 5.47504e-06 -6.21457e-06 0.000842853 internal_weight=0 798335 3577 17211 4623 12588 4506 2174 794758 787848 5278 6910 5094 2056 782570 773534 6878 4693 1774 1081 9036 6433 5297 3276 1136 2021 766656 756101 10555 internal_count=815546 798335 3577 17211 4623 12588 4506 2174 794758 787848 5278 6910 5094 2056 782570 773534 6878 4693 1774 1081 9036 6433 5297 3276 1136 2021 766656 756101 10555 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=30 num_cat=0 split_feature=4 0 4 27 0 27 0 4 22 6 0 0 19 0 5 5 0 0 0 4 5 7 5 4 5 0 0 0 0 split_gain=0.0811925 0.271042 0.394704 0.309486 0.25801 0.268371 0.680349 1.32394 1.31988 0.787413 1.50363 1.19493 0.555767 0.554531 0.539203 0.513578 0.470459 0.995906 1.26081 0.617299 0.838509 0.471485 0.486923 0.558063 0.432763 0.412753 0.409132 0.405268 0.767517 threshold=7.5000000000000009 1470312000.0000002 39.500000000000007 1.0000000180025095e-35 1501502400.0000002 1.0000000180025095e-35 1491912000.0000002 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1494936000.0000002 1493294400.0000002 1.0000000180025095e-35 1491825600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1499947200.0000002 1499169600.0000002 1498824000.0000002 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1492603200.0000002 1495368000.0000002 1492257600.0000002 1492776000.0000002 decision_type=2 2 2 2 2 2 2 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 -2 5 15 13 26 24 16 11 -11 -13 14 -7 -3 17 18 19 20 -10 22 -18 -24 -9 -26 -8 -21 -29 right_child=1 4 -4 -5 -6 6 7 8 9 10 -12 12 -14 -15 -16 -17 21 -19 -20 27 -22 -23 23 -25 25 -27 -28 28 -30 leaf_value=-1.1782685792586588e-05 0.0019346179110084382 -0.00093296901772961071 -0.0069896725117525264 -0.0015505315002221412 -0.0027842896621624786 0.00046710271194435389 0.00072769673844045842 0.0016493159726268438 0.0072585061993197079 0.0023346618793549994 0.001500520038911525 0.016645596279866167 0.0084632747483496772 -0.0055227816453484527 -0.00020279522758122814 8.4421289354629284e-05 -0.0033684944035923866 0.0057500433046547301 -0.0089008440110581091 -0.0031770399766927119 0.0013524259431102088 0.0022227899843371103 -0.0038910633242462498 0.0046350948707688426 0.0044183371884653098 -0.0019176998012968339 -0.00082001904110136294 0.0061110067837513412 0.0010300264966411415 leaf_weight=715736 327 6395 110 1154 308 19433 2632 587 442 210 816 144 196 179 31478 22138 531 633 113 198 527 566 121 210 110 1574 4865 325 3488 leaf_count=715736 327 6395 110 1154 308 19433 2632 587 442 210 816 144 196 179 31478 22138 531 633 113 198 527 566 121 210 110 1574 4865 325 3488 internal_value=0 8.44935e-05 -0.00121028 -0.000781022 0.000105467 0.000114557 0.00022073 0.000744138 0.00145333 0.00202432 0.00422436 0.00826554 0.0119287 3.33733e-05 5.29084e-05 -0.000143603 0.00160424 0.00200921 0.00154427 0.00178127 0.00404643 -1.96219e-05 -0.00149202 0.00151828 -0.000688813 -0.00150383 -0.000276657 0.00123405 0.0014631 internal_weight=0 99810 1591 1481 98219 97911 69378 18288 10791 8520 1366 550 340 51090 50911 28533 7154 5726 5093 4980 969 1428 862 331 2271 1684 7497 4011 3813 internal_count=815546 99810 1591 1481 98219 97911 69378 18288 10791 8520 1366 550 340 51090 50911 28533 7154 5726 5093 4980 969 1428 862 331 2271 1684 7497 4011 3813 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=30 num_cat=0 split_feature=4 1 24 1 27 4 7 1 6 19 1 1 4 4 4 4 4 8 4 7 4 4 19 1 4 4 19 4 1 split_gain=0.0657659 0.274482 0.343699 0.403408 0.293577 0.522262 0.407111 0.361984 0.474062 1.09111 1.2518 0.557702 0.434081 0.698589 0.375019 0.309633 0.413105 0.773087 0.508199 0.343851 0.487051 0.44921 0.345446 0.300353 0.630915 0.266271 0.216041 0.390703 0.325179 threshold=7.5000000000000009 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 27.500000000000004 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 50.500000000000007 23.500000000000004 38.500000000000007 13.500000000000002 52.500000000000007 38.500000000000007 11.500000000000002 1.0000000180025095e-35 35.500000000000007 1.0000000180025095e-35 54.500000000000007 51.500000000000007 1.0000000180025095e-35 5.5000000000000009 45.500000000000007 14.500000000000002 1.0000000180025095e-35 30.500000000000004 7.5000000000000009 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 left_child=-1 -2 4 -4 5 6 25 15 12 10 11 -10 13 -9 -14 16 -6 18 26 20 23 -21 -22 24 -17 -3 27 28 -18 right_child=1 2 3 -5 7 -7 -8 8 9 -11 -12 -13 14 -15 -16 19 17 -19 -20 21 22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-1.0604417288501798e-05 1.1901686364439215e-05 -0.0017711690765273552 0.00043295754230917341 -0.0078152640098727647 0.00036245797812999725 0.0035033193096638106 0.00018683335988605443 0.00036376911779748044 0.0047910491043753993 -0.0060088518562610264 0.014290482128796845 -0.0035534906703105665 0.0075527942422958256 -0.0036680792203793926 -0.00080743218506021158 -0.0072016362715693356 0.0017130652325137213 0.0078037120490981066 0.0072451951919622675 0.0070461969556553025 -0.0028105221760387606 -0.0021037046770447667 0.0048578889888745772 -0.0074626382576619705 0.0039493933767080309 -0.005981326121471172 0.0019801048594530655 -0.0042539685892481957 -0.0017536783338964119 leaf_weight=715736 86821 448 133 107 3043 257 766 897 214 125 102 128 103 825 112 103 1310 209 153 112 104 103 135 164 100 226 2514 155 341 leaf_count=715736 86821 448 133 107 3043 257 766 897 214 125 102 128 103 825 112 103 1310 209 153 112 104 103 135 164 100 226 2514 155 341 internal_value=0 7.60441e-05 0.000504785 -0.00324437 0.000575363 -0.000649261 -0.00139038 0.0007634 -0.000293455 0.00224422 0.00456772 0.00166795 -0.00103891 -0.00156787 0.0031977 0.00107331 0.00126954 0.00185908 0.00158132 -0.000773068 -0.00199205 0.00266276 0.00152101 -0.00427984 -0.00170852 -0.00318288 0.00138072 0.000546371 0.000997039 internal_weight=0 99810 12989 240 12749 1697 1440 11052 2506 569 444 342 1937 1722 215 8546 7725 4682 4473 821 606 215 239 367 203 674 4320 1806 1651 internal_count=815546 99810 12989 240 12749 1697 1440 11052 2506 569 444 342 1937 1722 215 8546 7725 4682 4473 821 606 215 239 367 203 674 4320 1806 1651 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=30 num_cat=0 split_feature=4 3 3 4 3 0 0 4 3 3 3 4 4 4 3 3 4 22 7 20 0 3 3 0 4 3 3 0 3 split_gain=0.0635134 0.415892 0.30118 0.242 0.1713 0.26948 0.253702 0.191584 0.167964 0.0844084 0.252826 0.950229 0.188401 0.512222 0.484856 0.441951 0.112869 0.665713 0.412102 0.537547 0.645789 0.54597 0.328251 0.317581 0.147755 0.649656 0.633481 0.770587 0.490258 threshold=93.500000000000014 126.50000000000001 163.50000000000003 80.500000000000014 97.500000000000014 1488283200.0000002 1476532800.0000002 67.500000000000014 106.50000000000001 91.500000000000014 84.500000000000014 60.500000000000007 56.500000000000007 61.500000000000007 75.500000000000014 78.500000000000014 48.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1485345600.0000002 69.500000000000014 70.500000000000014 1479470400.0000002 41.500000000000007 50.500000000000007 58.500000000000007 1482148800.0000002 53.500000000000007 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 left_child=1 3 -2 4 7 6 8 9 -6 10 12 -12 15 14 -14 16 22 -18 19 20 21 -19 24 -20 28 -26 27 -27 -1 right_child=2 -3 -4 -5 5 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 18 23 -21 -22 -23 -24 -25 25 26 -28 -29 -30 leaf_value=9.2740783866721279e-07 0.0043558838430705462 -0.0062639761241680058 -0.0014201062829478793 0.0039511633604284264 0.0013113344297530729 0.0025238476693630221 -0.0074267138597964013 0.0034934351630034341 -0.0042529905754943483 0.002567602508224809 -0.009002495533081167 0.0033750323260314445 -0.0005999389330033051 -0.0030451866155562475 0.0079741779123683899 -0.0051599323445880585 -0.0053048967326887785 0.004858971784751003 0.0090061476046233904 -0.0059889622665941717 0.008629030157048424 -0.0047660993576488075 -0.0044075280332182857 0.0022074054573428168 -0.0056480385705345503 0.0086927589634633248 -2.659524980541626e-05 0.00078806845019820321 -0.0023038230574047506 leaf_weight=809997 172 106 190 155 109 100 106 157 108 128 132 117 109 129 167 166 135 104 129 100 111 136 169 147 133 233 815 262 924 leaf_count=809997 172 106 190 155 109 100 106 157 108 128 132 117 109 129 167 166 135 104 129 100 111 136 169 147 133 233 815 262 924 internal_value=0 -5.88078e-07 0.00132429 2.26469e-07 -5.25007e-07 -0.00201237 -0.00341678 5.19821e-07 -0.00145801 -1.53591e-07 -5.57259e-07 -0.00318655 4.17366e-07 0.0021567 0.00458802 -6.56058e-07 3.96862e-07 0.00114407 0.00234161 0.00047909 0.00232184 -0.000595235 -8.1644e-07 0.00538508 1.00309e-07 0.0010111 0.00168718 0.00450886 -1.69873e-06 internal_weight=0 815184 362 815078 814923 423 323 814500 217 814343 814215 249 813966 405 276 813561 813395 862 727 451 351 240 812533 276 812364 1443 1310 495 810921 internal_count=815546 815184 362 815078 814923 423 323 814500 217 814343 814215 249 813966 405 276 813561 813395 862 727 451 351 240 812533 276 812364 1443 1310 495 810921 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=30 num_cat=0 split_feature=4 0 4 4 27 4 0 1 0 23 1 0 38 14 4 0 6 1 1 0 0 0 0 0 0 0 23 4 41 split_gain=0.062793 0.10042 0.0749919 0.0557007 0.0514378 0.294797 1.12884 0.893031 0.645416 0.574457 0.52856 0.518022 0.507344 0.541091 0.572797 0.508833 1.24957 1.62246 1.09796 0.70677 0.605398 1.67568 1.56667 1.47156 0.55127 0.723259 0.81213 1.03773 0.900706 threshold=109.50000000000001 1476532800.0000002 96.500000000000014 86.500000000000014 1.0000000180025095e-35 9.5000000000000018 1490443200.0000002 3.5000000000000004 1501502400.0000002 1.0000000180025095e-35 100.50000000000001 1490875200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 1476014400.0000002 1.0000000180025095e-35 12.500000000000002 11.500000000000002 1477051200.0000002 1485172800.0000002 1487419200.0000002 1482148800.0000002 1486900800.0000002 1482667200.0000002 1481198400.0000002 1.0000000180025095e-35 12.500000000000002 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 left_child=2 -2 3 4 -1 -6 10 8 9 -8 12 -9 13 15 -15 -7 18 19 24 -18 22 23 -21 -22 25 -17 27 -27 -29 right_child=1 -3 -4 -5 5 6 7 11 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 28 -30 leaf_value=2.1457942208183875e-05 -0.00045378665263588367 0.0037903816821718856 -0.0026232571674322867 0.0019529486687420165 -6.7982596015987528e-05 -0.00056854106986213527 0.00097138876789226193 0.0089128786052066478 -0.0061172084104175314 -0.00064901982517997408 -0.0056933086468788563 0.0022856527253908693 -0.0033183244740975699 0.0055859191387784314 -0.0026258394259797493 1.7667472187398853e-05 0.0066103906924025665 0.011597420717309039 -0.0044202512706741888 0.0017874952653392654 0.0035274257807656247 -0.00088368329084825142 -0.0043905265082893876 0.015295045370115869 -0.00058512497816646299 -0.00087590207910318279 -0.0019270431350906559 0.0034138795104886872 0.012910976137304417 leaf_weight=462821 111 112 109 146 298711 13736 10597 124 143 2757 169 2416 480 325 115 7672 247 166 574 1460 338 527 571 155 8325 584 451 1497 107 leaf_count=462821 111 112 109 146 298711 13736 10597 124 143 2757 169 2416 480 325 115 7672 247 166 574 1460 338 527 571 155 8325 584 451 1497 107 internal_value=0 0.00167781 -4.58901e-07 -1.08214e-07 -4.58057e-07 -2.92537e-05 0.000186839 0.000889009 0.000565288 0.000636847 -0.000113454 0.00260919 -8.81931e-05 -4.61181e-05 0.00343966 -8.82424e-05 0.000202725 0.00195092 -0.000112515 0.00146538 0.00104885 0.00303657 5.0592e-05 0.00722718 2.01657e-05 0.000508871 0.00193688 0.00273333 0.00404741 internal_weight=0 223 815323 815214 815068 352247 53536 16037 13497 13354 37499 2540 37330 36850 440 36410 22674 3464 19210 3298 3051 1020 2031 493 18636 10311 2639 2188 1604 internal_count=815546 223 815323 815214 815068 352247 53536 16037 13497 13354 37499 2540 37330 36850 440 36410 22674 3464 19210 3298 3051 1020 2031 493 18636 10311 2639 2188 1604 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=30 num_cat=0 split_feature=3 9 37 0 0 0 19 0 0 19 5 0 3 3 0 0 3 0 0 3 0 0 19 3 0 3 3 3 3 split_gain=0.0672481 0.223986 0.528606 0.358641 0.468249 0.72489 1.3061 0.687202 0.751127 0.832314 0.967532 0.710492 0.535091 0.533366 0.523293 0.65626 0.887396 0.720026 1.00085 0.680864 0.660177 0.623211 0.406591 0.387439 0.375204 0.412624 0.371213 1.3098 0.443 threshold=12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1470657600.0000002 1471953600.0000002 1471435200.0000002 1.0000000180025095e-35 1476878400.0000002 1475496000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1474804800.0000002 23.500000000000004 38.500000000000007 1478606400.0000002 1480593600.0000002 30.500000000000004 1483963200.0000002 1486036800.0000002 75.500000000000014 1482408000.0000002 1478433600.0000002 1.0000000180025095e-35 45.500000000000007 1500552000.0000002 27.500000000000004 24.500000000000004 33.500000000000007 17.500000000000004 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 left_child=-1 -2 -3 -4 5 -5 -7 8 9 23 11 13 -8 -11 21 16 22 20 -19 24 -17 26 -16 -6 -20 -26 28 -28 -9 right_child=1 2 3 4 7 6 12 14 -10 10 -12 -13 -14 -15 15 17 -18 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 leaf_value=8.666081024032862e-06 1.0380082743874637e-05 -0.0018572254602986504 -0.0028422008503247243 0.00015136241853092212 -0.0025276871352937209 0.013543834003356806 -0.004423919842246514 0.00029742104889010081 -0.0040565583626145617 -0.00031938884445890204 -0.0021305053537130441 0.0085828566380909514 0.0056569471261040741 0.0057816808840425891 0.0038880267464307819 0.00097504210472942497 -0.0066213757565391652 -0.0037595248153513756 0.0005987327359365691 -0.0062805439651128841 0.005591517934802598 0.0098821669225939192 -0.0018232285569568997 -0.0092449723457050798 -0.004080735614720543 0.0013720712241004497 -0.0094098588272014221 0.0047500563481079989 0.0074040375195488523 leaf_weight=747468 50862 2193 495 755 573 131 101 186 874 493 688 175 110 202 169 1449 343 732 5286 160 394 104 475 101 373 221 114 153 166 leaf_count=747468 50862 2193 495 755 573 131 101 186 874 493 688 175 110 202 169 1449 343 732 5286 160 394 104 475 101 373 221 114 153 166 internal_value=0 -9.515e-05 -0.000406922 -0.000195212 -0.000105024 0.00188147 0.00570085 -0.000267274 -0.00157144 -0.000598322 0.000671793 0.00288786 0.000831508 0.00145387 0.000125049 -7.0302e-05 -0.00251275 0.000209524 -0.000267402 0.000155816 0.00196196 0.00271946 -0.000324467 -0.00353428 0.000330955 -0.002052 0.00151603 -0.00129575 0.00364884 internal_weight=0 68078 17216 15023 14528 1097 342 13431 3106 2232 1558 870 211 695 10325 9602 987 8615 6772 6040 1843 723 644 674 5880 594 619 267 352 internal_count=815546 68078 17216 15023 14528 1097 342 13431 3106 2232 1558 870 211 695 10325 9602 987 8615 6772 6040 1843 723 644 674 5880 594 619 267 352 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=30 num_cat=0 split_feature=3 0 9 0 0 0 3 0 0 0 0 3 0 0 0 0 0 19 3 3 3 0 3 0 19 3 0 3 3 split_gain=0.0544709 0.190696 0.181719 0.271545 0.745071 0.629836 0.577976 0.473445 0.445617 0.407198 0.651742 0.348347 0.571317 0.340153 0.485261 0.395749 0.402434 0.339371 0.622839 0.380159 0.342267 0.337373 0.436193 0.328083 0.327532 0.735253 0.672263 0.429608 0.32062 threshold=12.500000000000002 1501502400.0000002 1.0000000180025095e-35 1480852800.0000002 1483617600.0000002 1488456000.0000002 73.500000000000014 1483272000.0000002 1500033600.0000002 1499169600.0000002 1498132800.0000002 20.500000000000004 1499688000.0000002 1497096000.0000002 1494590400.0000002 1494244800.0000002 1493812800.0000002 1.0000000180025095e-35 31.500000000000004 19.500000000000004 25.500000000000004 1480075200.0000002 18.500000000000004 1498651200.0000002 1.0000000180025095e-35 27.500000000000004 1500724800.0000002 25.500000000000004 20.500000000000004 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 left_child=-1 2 -2 21 6 -6 7 17 9 10 13 -11 -13 14 15 16 28 19 20 -5 -19 -4 -23 -12 27 26 -26 -10 -7 right_child=1 -3 3 4 5 8 -8 -9 24 11 23 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 leaf_value=7.7994732110973935e-06 1.9105239403191347e-05 -0.0029920722196459088 -0.00062273768439358277 9.9009427771322498e-07 -0.002046799988493208 0.0022955818548733901 0.009209031540900468 0.0068147911955475761 -0.0012066639166703798 0.00029919710492062488 -0.0063018341185535594 0.010379695530909186 0.0010574851815301674 0.002843358931117802 -0.0015678712868760173 0.0054757763341579113 -0.004505263805903238 0.00051612623221051329 -0.0038639554335393859 0.0054532306921892927 0.0064545630922783984 0.00052924955562234693 -0.0054131643740924565 -0.00034536405919711311 0.0016992585073594101 0.0046161070674052701 -0.0073720837358503075 -0.0075286358110036979 -0.00016902193993395846 leaf_weight=747468 50723 225 6993 234 1841 959 100 147 251 224 221 130 133 546 1114 179 145 622 316 282 115 195 337 159 154 197 174 188 1174 leaf_count=747468 50723 225 6993 234 1841 959 100 147 251 224 221 130 133 546 1114 179 145 622 316 282 115 195 337 159 154 197 174 188 1174 internal_value=0 -8.5635e-05 -7.59972e-05 -0.000357602 -5.19291e-06 -0.000430465 0.00181884 0.00138818 6.9816e-05 0.000450483 0.000153031 0.00319718 0.00566542 0.000518775 0.00016335 0.000948283 0.000592523 0.000879757 -0.000149767 0.0029807 0.00144275 -0.00080742 -0.00323502 -0.00380952 -0.00189828 -0.000212731 -0.00311298 -0.00391402 0.000939068 internal_weight=0 68078 67853 17130 9605 7789 1816 1716 5948 4984 4497 487 263 4117 3571 2457 2278 1569 1053 516 737 7525 532 380 964 525 328 439 2133 internal_count=815546 68078 67853 17130 9605 7789 1816 1716 5948 4984 4497 487 263 4117 3571 2457 2278 1569 1053 516 737 7525 532 380 964 525 328 439 2133 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=30 num_cat=0 split_feature=4 3 27 3 3 3 27 4 27 3 4 4 5 4 3 4 34 33 23 5 3 5 3 37 4 3 23 27 3 split_gain=0.0575321 0.681886 0.863512 0.728112 0.648496 0.678486 0.690987 0.649989 0.707311 0.771036 0.499667 0.556919 0.576036 0.48941 0.506172 0.436364 0.426158 0.405698 0.39855 0.394552 0.380294 0.494754 0.378617 0.469644 0.376141 0.894536 1.38908 1.31796 0.796195 threshold=25.500000000000004 31.500000000000004 1.0000000180025095e-35 40.500000000000007 38.500000000000007 27.500000000000004 1.0000000180025095e-35 32.500000000000007 1.0000000180025095e-35 41.500000000000007 18.500000000000004 23.500000000000004 1.0000000180025095e-35 28.500000000000004 39.500000000000007 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 35.500000000000007 1.0000000180025095e-35 32.500000000000007 1.0000000180025095e-35 20.500000000000004 26.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 22.500000000000004 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 left_child=1 24 -3 10 5 -2 17 8 15 13 -4 12 22 -10 -15 -6 -9 -7 -8 -20 21 -13 -12 -24 25 -1 27 -27 -26 right_child=4 2 3 -5 7 6 18 16 9 -11 11 20 -14 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 28 26 -28 -29 -30 leaf_value=1.2260333466370012e-06 -0.0061314511439614318 0.0013105702879805505 0.0028020547747235891 0.0038259367363437757 0.0045651135076075341 -0.0018608916300026643 0.0027778254112968042 0.0003392974856810317 -0.0032947388306331644 -0.0042737012113505382 -0.0034660030293577749 0.0027103955069413552 -0.0031396829046230579 -0.0024483860033203148 0.003939149852775963 -0.00097620742326341942 -0.0045947426588303156 0.004180970564680103 0.0040823624705645578 -0.0023960380660488258 -0.0048234979363893267 -0.0030521413393704813 -0.0071079084111085869 -0.015729700036200823 -0.0034561397945132737 0.0015874365531268005 0.0032960550928544212 -0.0052794527568731193 0.0011390229115304945 leaf_weight=790645 119 764 130 161 255 733 2454 7935 332 1094 112 273 481 196 338 321 179 131 134 315 294 328 166 102 406 373 369 1115 5291 leaf_count=790645 119 764 130 161 255 733 2454 7935 332 1094 112 273 481 196 338 321 179 131 134 315 294 328 166 102 406 373 369 1115 5291 internal_value=0 -3.57795e-06 -0.00155833 -0.00262909 0.000197164 0.00130291 0.00153776 -0.000206303 -0.0016037 -0.00250905 -0.00318013 -0.003623 -0.0054387 -0.000279797 0.00159466 0.00147698 0.000230449 -0.000944822 0.00227663 -0.000462618 -0.00187628 -0.00043455 -0.00834878 -0.0103893 1.8974e-06 -3.92286e-06 -0.00219614 -0.00355812 0.000811546 internal_weight=0 801010 2811 2047 14536 3886 3767 10650 2536 1960 1886 1756 861 866 534 576 8114 864 2903 449 895 601 380 268 798199 792502 1857 1488 5697 internal_count=815546 801010 2811 2047 14536 3886 3767 10650 2536 1960 1886 1756 861 866 534 576 8114 864 2903 449 895 601 380 268 798199 792502 1857 1488 5697 is_linear=0 shrinkage=0.1 Tree=137 num_leaves=30 num_cat=0 split_feature=0 36 14 0 0 0 29 20 0 0 17 0 0 0 0 17 7 0 0 0 0 0 0 0 0 0 0 15 7 split_gain=0.0455175 0.0309764 0.0524038 0.0382108 0.0466332 0.0425446 0.116527 0.118494 0.134348 0.327636 0.0690973 0.0598896 0.150201 0.119444 0.0429489 0.0407955 0.0397995 0.0375968 0.0381712 0.109651 0.0563886 0.0542372 0.0361181 0.0339854 0.0289054 0.0263041 0.0218811 0.0216399 0.0221813 threshold=1482148800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1480248000.0000002 1480334400.0000002 1473249600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1472126400.0000002 1471780800.0000002 1.0000000180025095e-35 1472644800.0000002 1472126400.0000002 1471780800.0000002 1471262400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1481457600.0000002 1476705600.0000002 1475496000.0000002 1473595200.0000002 1479297600.0000002 1474977600.0000002 1474286400.0000002 1474459200.0000002 1471435200.0000002 1479384000.0000002 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 left_child=1 -1 3 5 -5 6 10 -8 9 14 -3 12 13 25 -9 23 -6 18 19 20 -4 -20 24 27 -17 -12 -25 -7 -29 right_child=-2 2 17 4 16 15 7 8 -10 -11 11 -13 -14 -15 -16 22 -18 -19 21 -21 -22 -23 -24 26 -26 -27 -28 28 -30 leaf_value=1.9239991244433641e-06 -2.1768347481640577e-05 6.1356949601085929e-05 0.0008108697293124213 0.00069379309182913908 0.00037650638898579407 -0.00023686255257307539 -0.00026286253495935691 0.0023822369986056459 -3.6517346958609544e-05 0.0075181520899259974 0.00083255566436454256 0.0025483531672068505 -0.0023024488934066953 0.0037516963911938157 0.00012981530294795945 -0.00021105944751028099 6.8743871373681383e-05 0.0018136537873542696 -0.00066719632614698518 0.0023324815404354758 -0.0007612321982484304 0.00066042390572682214 -0.00057447142810060521 5.027940727698919e-05 0.0011616568834845141 -0.00081180940968111198 -0.00010155776888481749 0.0011008528826499419 1.5959047210520369e-05 leaf_weight=222916 441068 30072 620 1519 5141 8324 381 188 230 116 533 177 155 140 154 449 23003 200 622 333 361 609 2212 62574 233 119 11188 212 1697 leaf_count=222916 441068 30072 620 1519 5141 8324 381 188 230 116 533 177 155 140 154 449 23003 200 622 333 361 609 2212 62574 233 119 11188 212 1697 internal_value=0 2.56392e-05 6.05193e-05 5.25333e-05 0.000154091 2.72508e-05 0.000125309 0.00115193 0.00193541 0.00292567 9.01298e-05 0.000859932 0.000544356 0.0011015 0.00136799 -9.16175e-06 0.000124962 0.000493473 0.000389726 0.000764574 0.000232349 -1.03964e-05 -0.00037831 3.55705e-06 0.000257918 0.000532434 2.72492e-05 -0.000167222 0.00013644 internal_weight=0 374478 151562 148817 29663 119154 32265 1069 688 458 31196 1124 947 792 342 86889 28144 2745 2545 1314 981 1231 2894 83995 682 652 73762 10233 1909 internal_count=815546 374478 151562 148817 29663 119154 32265 1069 688 458 31196 1124 947 792 342 86889 28144 2745 2545 1314 981 1231 2894 83995 682 652 73762 10233 1909 is_linear=0 shrinkage=0.1 Tree=138 num_leaves=30 num_cat=0 split_feature=22 5 0 0 18 27 0 6 0 27 0 0 9 0 0 27 14 0 0 0 0 9 42 0 0 0 0 0 9 split_gain=0.0434176 0.0707427 0.0770729 0.114037 0.105685 0.103318 0.170626 0.148449 0.0947451 0.0629623 0.0470522 0.0468786 0.0425876 0.0417058 0.0886298 0.0574205 0.0423091 0.114096 0.064739 0.0569437 0.0396129 0.0380652 0.037933 0.0757548 0.13272 0.0446717 0.0899551 0.0641448 0.0891953 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1497873600.0000002 1497096000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1497441600.0000002 1.0000000180025095e-35 1498651200.0000002 1.0000000180025095e-35 1496836800.0000002 1472126400.0000002 1.0000000180025095e-35 1470139200.0000002 1470312000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1492603200.0000002 1475496000.0000002 1478088000.0000002 1496923200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1498824000.0000002 1498996800.0000002 1499947200.0000002 1499860800.0000002 1500120000.0000002 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 left_child=-1 2 3 10 5 -5 7 -7 9 -4 13 -3 -8 -2 15 -15 -16 18 -18 -20 -12 -22 23 -10 -25 26 -26 28 -27 right_child=1 11 8 4 -6 6 12 -9 22 -11 20 -13 -14 14 16 -17 17 -19 19 -21 21 -23 -24 24 25 27 -28 -29 -30 leaf_value=3.8455745402174999e-05 0.00070913965652294009 0.00011660354897496414 -0.00015678685366792572 -0.00012266246522570827 -0.0015636453862445826 0.0026912376791389699 -0.00044045353030483481 -0.00082900765377365727 0.00086539605288845235 -0.001101839806360941 -0.0014682189290335683 -4.2725087079199461e-06 0.00095338405235270327 0.00024769533575022437 -6.3232283175647502e-05 -0.0015453046958961133 -0.0011445625523880205 0.0030305863503967945 0.0025527361218351642 0.00025463102886479804 0.00052052050040636512 -0.001268388839582418 5.9317132687706927e-05 -0.0036546970721664379 -0.00020381327959917859 0.00026625722389777532 0.0016793099421822302 -0.00040118877405889486 -0.0030241230587725533 leaf_weight=215877 701 34679 1072 927 216 766 485 142 520 2059 436 428840 400 246 113820 652 284 158 127 714 310 193 4751 122 2075 131 289 4332 222 leaf_count=215877 701 34679 1072 927 216 766 485 142 520 2059 436 428840 400 246 113820 652 284 158 127 714 310 193 4751 122 2075 131 289 4332 222 internal_value=0 -1.38438e-05 -7.72176e-05 -5.01783e-05 0.000565411 0.000734483 0.00117764 0.00214071 -0.000286575 -0.00077827 -6.55418e-05 4.77105e-06 0.00018953 -5.98689e-05 -6.4516e-05 -0.00105413 -5.67954e-05 0.000514249 0.000160843 0.000601669 -0.000770587 -0.00016588 -0.000162841 -0.000300076 -0.000384589 -0.000327992 2.63993e-05 -0.000506814 -0.00180305 internal_weight=0 599669 136150 120577 2936 2720 1793 908 15573 3131 117641 463519 885 116702 116001 898 115103 1283 1125 841 939 503 12442 7691 7171 7049 2364 4685 353 internal_count=815546 599669 136150 120577 2936 2720 1793 908 15573 3131 117641 463519 885 116702 116001 898 115103 1283 1125 841 939 503 12442 7691 7171 7049 2364 4685 353 is_linear=0 shrinkage=0.1 Tree=139 num_leaves=30 num_cat=0 split_feature=0 5 22 0 0 18 0 0 39 28 0 0 39 17 0 0 0 0 17 9 0 17 0 0 9 12 42 0 0 split_gain=0.0352404 0.0325744 0.0335502 0.0476071 0.100558 0.0856052 0.0767436 0.0617069 0.0727311 0.0449834 0.0346699 0.0320865 0.0313222 0.0386724 0.0428684 0.0360306 0.0735407 0.0555765 0.0309248 0.0308328 0.0301832 0.050811 0.0454501 0.044374 0.0887731 0.0334187 0.0308701 0.0288235 0.0355256 threshold=1482148800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1497873600.0000002 1497096000.0000002 1.0000000180025095e-35 1498651200.0000002 1497441600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1496836800.0000002 1496923200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1499342400.0000002 1501329600.0000002 1501070400.0000002 1500552000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1497960000.0000002 1.0000000180025095e-35 1498132800.0000002 1498219200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1495195200.0000002 1494244800.0000002 decision_type=2 2 2 2 2 2 2 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 10 7 9 8 -6 20 -4 -12 -8 14 -14 16 17 -16 -9 -13 -5 22 -22 24 -24 -25 -27 28 -2 right_child=1 -3 3 6 5 -7 12 18 -10 -11 11 19 13 -15 15 -17 -18 -19 -20 -21 21 -23 23 25 -26 26 -28 -29 -30 leaf_value=2.2559818266014163e-05 -6.3876210391749422e-06 -3.8315283257488117e-06 -8.100001471854888e-05 -0.0016494907921765127 0.0014331272098885299 -0.0014072808013696448 -8.6614778988870582e-05 9.2874865337484796e-06 -0.000562623594527799 0.00090660328732624436 -0.0013213970446577985 0.00046846847050420048 -0.0016572127206987263 -0.002109884645565495 0.00018877929034076513 -0.0016801625994602269 0.0022075493808348685 -0.0015798054582706689 0.001611758895366498 -0.001141549951087447 0.00012434699642723635 -0.0021826514280225483 -0.00039655229375281959 0.00073497035017991332 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15573 2720 1397 3131 59019 939 12442 1554 1407 1178 1040 904 1323 503 2966 2607 2402 1685 290 1395 1228 28863 19406 is_linear=0 shrinkage=0.1 Tree=140 num_leaves=30 num_cat=0 split_feature=3 3 3 1 14 3 3 1 1 1 19 19 36 1 3 7 9 1 36 20 3 1 27 1 3 3 3 3 1 split_gain=0.046454 0.126265 0.0382493 0.179304 0.161092 0.1923 0.395094 0.177041 0.269323 0.334591 0.39195 0.29456 0.204443 0.165144 0.154815 0.176782 0.116076 0.442274 0.409086 0.303333 0.259727 0.396407 0.291896 0.240677 0.260999 0.239151 0.214596 0.232138 0.198284 threshold=203.50000000000003 153.50000000000003 12.500000000000002 138.50000000000003 1.0000000180025095e-35 36.500000000000007 24.500000000000004 38.500000000000007 21.500000000000004 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 94.500000000000014 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 46.500000000000007 13.500000000000002 23.500000000000004 19.500000000000004 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 left_child=1 2 -1 4 7 6 14 8 9 16 -11 12 -10 -9 15 -6 17 28 19 25 -20 22 -22 24 26 -18 27 -21 -4 right_child=-2 -3 3 -5 5 -7 -8 13 11 10 -12 -13 -14 -15 -16 -17 18 -19 20 23 21 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=6.7764635041907205e-06 0.0021133302460209684 -0.0029714886815502095 1.0800504679421443e-05 -0.0034689403969734426 -0.00080042092136694892 -0.0023399292634748549 0.0061750164068133176 -0.0037398974029038447 0.0033716402587120062 0.00018909927708591568 -0.0068104500553363327 0.00575585650629364 -0.0025252797936554999 0.0010654606847616955 -0.0022999166071639154 0.0034499606695836457 0.0012453101214236362 0.0063713930457522843 -0.00040459116028770188 0.0015637489859154964 -0.0015646003016549941 0.0019786482426206935 -0.0050406380368946766 0.0052721336201347162 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534 399 65784 48969 16815 14711 2104 1129 969 1123 978 13588 856 507 48860 is_linear=0 shrinkage=0.1 Tree=141 num_leaves=30 num_cat=0 split_feature=19 35 17 6 5 8 12 8 28 20 12 37 5 37 5 25 34 37 37 5 6 8 8 13 28 5 28 32 6 split_gain=0.0341039 0.0324508 0.0319878 0.0442844 0.0402332 0.0318673 0.0219964 0.023884 0.0208904 0.0130078 0.0246602 0.0130025 0.0114757 0.0141505 0.0108769 0.0174798 0.0170261 0.00982348 0.00955188 0.0185615 0.00925545 0.0089139 0.00864505 0.0579949 0.00596564 0.00516551 0.00504876 0.0055037 0.00598063 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=2 6 9 5 -5 17 22 8 11 -1 -11 -8 13 21 16 -16 -13 24 -10 -20 -14 26 -2 -24 25 -4 27 -12 -29 right_child=1 -3 3 4 -6 -7 7 -9 18 10 12 14 20 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 leaf_value=3.5169500642097638e-05 1.7814290886223843e-05 -0.0001283387307515808 -0.00023811793043211442 -0.0007276647951226364 -0.00012482209826834183 0.00055993473113749213 -2.2274582800820594e-05 -0.00029950890099790078 8.4168480419209932e-05 6.6643099143646884e-05 -7.4718856206928367e-05 -0.00014791478003451188 8.3160943224818637e-06 0.00017351467662631842 -4.5311937760139425e-05 0.00087941810856365208 0.00093554042831011156 5.2147139732884362e-05 0.0010518834956218697 8.8237493621735747e-05 -6.0540468405781027e-05 -0.00028827492900152473 4.7053378959170046e-05 0.0023366519425772206 0.00010259865842098057 -9.0146979162427016e-05 8.5275216680994652e-05 0.00013581792162513357 -0.00040545253704698365 leaf_weight=240611 81059 30731 3252 1933 2591 861 66497 3599 6384 53203 37758 22096 200489 2607 16348 207 146 5309 314 550 21627 1737 1026 124 1207 8593 2351 2110 226 leaf_count=240611 81059 30731 3252 1933 2591 861 66497 3599 6384 53203 37758 22096 200489 2607 16348 207 146 5309 314 550 21627 1737 1026 124 1207 8593 2351 2110 226 internal_value=0 -3.27193e-05 1.27806e-05 -0.000100909 -0.000382403 -3.46584e-05 -1.79047e-05 -4.5922e-05 -3.78125e-05 1.75782e-05 4.43764e-06 -4.91163e-05 -7.86974e-06 -5.28797e-05 -9.51222e-05 -3.37493e-05 -0.000140803 -6.25405e-05 0.000126401 0.000438451 1.61167e-06 -6.62383e-05 2.16768e-05 0.000293932 -0.000109191 -0.000130772 -5.71518e-05 -6.55033e-05 8.34519e-05 internal_weight=0 229081 586465 23746 4524 19222 198350 116141 112542 562719 322108 105294 268905 46789 38797 16555 22242 18361 7248 864 222116 44182 82209 1150 13052 11845 42445 40094 2336 internal_count=815546 229081 586465 23746 4524 19222 198350 116141 112542 562719 322108 105294 268905 46789 38797 16555 22242 18361 7248 864 222116 44182 82209 1150 13052 11845 42445 40094 2336 is_linear=0 shrinkage=0.1 Tree=142 num_leaves=30 num_cat=0 split_feature=4 0 4 4 4 16 4 4 0 4 0 0 4 0 4 0 0 4 4 14 0 0 0 7 0 4 6 0 0 split_gain=0.0721211 0.175809 0.314917 0.181911 0.181049 0.171039 0.377377 0.194181 0.483936 0.200738 0.198837 0.250531 0.380437 0.246474 0.233963 0.260829 0.2527 0.186433 0.149511 0.149033 0.206197 0.439797 0.258552 0.19866 0.273322 0.175455 0.157237 0.421548 0.61666 threshold=7.5000000000000009 1470312000.0000002 39.500000000000007 25.500000000000004 17.500000000000004 1.0000000180025095e-35 109.50000000000001 21.500000000000004 1500033600.0000002 20.500000000000004 1489147200.0000002 1495540800.0000002 27.500000000000004 1483790400.0000002 29.500000000000004 1480939200.0000002 1477396800.0000002 25.500000000000004 27.500000000000004 1.0000000180025095e-35 1485345600.0000002 1480680000.0000002 1495022400.0000002 1.0000000180025095e-35 1476705600.0000002 13.500000000000002 1.0000000180025095e-35 1485172800.0000002 1497441600.0000002 decision_type=2 2 2 2 2 2 2 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 -2 6 19 9 10 -7 13 17 -13 14 15 16 -9 -12 -15 26 21 23 -22 -21 25 -25 -3 -28 -29 right_child=1 5 -4 -5 -6 7 -8 8 -10 -11 11 12 -14 18 -16 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 27 28 -30 leaf_value=-1.1104970794036257e-05 -0.00041152827307728537 6.041171399899313e-05 -0.0061254647304303947 0.0026159956428931101 -0.0034425747527932187 -0.00015364333905449582 0.0046814333912127658 -0.00064522427560457726 0.0053525703436396316 0.0029356880888998034 -0.0015352060297816016 -0.0048578493832162799 0.0036551271066649483 -0.0010092232742454916 -0.003340164153729409 -0.0045123086765160459 0.0049877689293909662 -0.0067251960782254766 0.0036704687330150333 -0.0014097723149306823 -0.0019010092704204241 0.0063229385658198538 0.0029669957206607481 0.0017882699548946897 -0.0014772619940701809 0.007573474172415157 -0.00011151546807168726 0.0014983250132748782 -0.00089627731143524186 leaf_weight=715736 1081 71525 110 159 241 9682 183 259 106 215 103 104 106 118 445 107 115 211 162 232 343 197 160 109 116 101 6939 5227 1354 leaf_count=715736 1081 71525 110 159 241 9682 183 259 106 215 103 104 106 118 445 107 115 211 162 232 343 197 160 109 116 101 6939 5227 1354 internal_value=0 7.96336e-05 -0.000963155 -0.000579729 -0.000964087 9.65252e-05 0.00014513 -0.000261751 -0.00120628 -8.65315e-05 -0.00160815 -0.00323457 -0.000560823 -0.000901478 -0.00168759 -0.000158704 0.00108685 -0.00502275 0.00169831 0.000135511 0.00121598 0.00226097 -0.000352538 0.000826905 0.00241865 0.00457068 0.000119529 0.000432277 0.00100565 internal_weight=0 99810 1591 1481 1322 98219 86486 11733 1836 9897 1730 524 210 1206 926 481 374 314 280 86303 1258 755 503 558 326 210 85045 13520 6581 internal_count=815546 99810 1591 1481 1322 98219 86486 11733 1836 9897 1730 524 210 1206 926 481 374 314 280 86303 1258 755 503 558 326 210 85045 13520 6581 is_linear=0 shrinkage=0.1 Tree=143 num_leaves=30 num_cat=0 split_feature=3 3 3 0 3 0 0 1 1 0 0 18 0 3 0 0 0 3 3 0 1 3 3 3 1 0 37 0 0 split_gain=0.0509689 0.0526013 0.0817241 0.0342217 0.225322 0.538221 0.407164 0.338841 0.458764 0.301134 1.76524 0.488424 0.800076 0.457302 0.36325 0.357513 0.571753 0.459562 0.349323 0.291537 0.267311 0.255945 0.296817 0.291794 0.39363 0.339857 0.327821 0.933147 0.514954 threshold=163.50000000000003 139.00000000000003 126.50000000000001 1482148800.0000002 19.500000000000004 1488110400.0000002 1488283200.0000002 39.500000000000007 17.500000000000004 1497096000.0000002 1497268800.0000002 1.0000000180025095e-35 1500292800.0000002 86.500000000000014 1496836800.0000002 1501502400.0000002 1501070400.0000002 39.500000000000007 29.500000000000004 1487937600.0000002 11.500000000000002 78.500000000000014 64.500000000000014 45.500000000000007 7.5000000000000009 1500897600.0000002 1.0000000180025095e-35 1497873600.0000002 1499601600.0000002 decision_type=2 2 2 2 2 2 2 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 19 -7 8 9 13 -11 15 -13 14 -8 16 21 18 -18 20 -6 22 23 24 25 26 28 -28 -12 right_child=-2 -3 -4 4 5 6 7 -9 -10 10 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=2.2656792654973174e-05 -0.001608300139078029 0.0019316945938353846 -0.0027896134023155487 -3.4259062901731656e-06 -0.0012136021998282471 0.0052967580220942105 -0.00043363709519058822 -0.0055950962519802326 0.0057774972035635822 0.010568835347384106 -0.001052106673714352 0.00091453058003688494 -0.010024304200972741 0.0053072072485092041 -0.0047596191180129619 -0.0053916783119990104 0.0041653843457987979 0.009583323842786047 -0.0027466970590820303 -0.006259077413978794 0.0026643094948351222 -0.0046463644926253459 0.0052484666215358465 -0.0024586121698357459 -0.0055882081139642858 -0.0034017882411562631 0.011357669793069363 0.0012163679191885826 0.0021776446897606074 leaf_weight=374175 197 141 105 422248 5237 143 7891 110 135 170 1118 151 120 136 199 102 252 109 103 111 184 107 118 381 103 188 110 518 884 leaf_count=374175 197 141 105 422248 5237 143 7891 110 135 170 1118 151 120 136 199 102 252 109 103 111 184 107 118 381 103 188 110 518 884 internal_value=0 3.88588e-07 5.45456e-08 4.13905e-07 -1.84616e-05 -0.000358332 -1.01528e-05 -6.85063e-05 -2.13621e-05 -8.27137e-05 0.000571634 0.000182192 -0.00392923 -0.000443376 -0.000540049 0.000454412 0.000603823 0.00390377 0.00215991 -0.00118586 -0.00108198 0.000169694 0.000320372 0.000144262 0.000483767 0.000705702 0.000999317 0.00299271 0.000374017 internal_weight=0 815349 815208 815103 440928 18680 13148 13005 12895 12760 4534 4364 271 8226 8090 4093 3991 464 355 5532 5421 3527 3420 3302 2921 2818 2630 628 2002 internal_count=815546 815349 815208 815103 440928 18680 13148 13005 12895 12760 4534 4364 271 8226 8090 4093 3991 464 355 5532 5421 3527 3420 3302 2921 2818 2630 628 2002 is_linear=0 shrinkage=0.1 Tree=144 num_leaves=30 num_cat=0 split_feature=1 27 1 17 1 6 1 20 1 20 1 24 1 1 7 1 1 17 6 1 1 1 16 1 1 1 1 1 6 split_gain=0.0429301 0.0267221 0.0294732 0.09044 0.0557629 0.154266 0.198363 0.370891 0.193461 0.0680166 0.0627074 0.0548512 0.0515237 0.0615941 0.0913154 0.0734037 0.0838764 0.0477404 0.0422545 0.100941 0.098017 0.0756232 0.06681 0.040183 0.0847168 0.0797925 0.0580593 0.0387863 0.0591732 threshold=291.50000000000006 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 54.500000000000007 1.0000000180025095e-35 138.50000000000003 1.0000000180025095e-35 81.500000000000014 1.0000000180025095e-35 58.500000000000007 1.0000000180025095e-35 72.500000000000014 30.500000000000004 1.0000000180025095e-35 20.500000000000004 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 16.500000000000004 23.500000000000004 1.0000000180025095e-35 26.500000000000004 30.500000000000004 23.500000000000004 24.500000000000004 1.5000000000000002 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 left_child=1 -1 17 4 9 10 7 -7 -9 11 -6 18 13 14 15 16 -5 -3 19 20 -4 22 -20 25 -25 -21 -27 -19 -29 right_child=-2 2 3 12 5 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 27 21 23 -22 -23 -24 24 -26 26 -28 28 -30 leaf_value=1.5521611319099843e-05 0.0019153895348429995 -4.476854879847413e-06 -4.078665184006358e-05 4.5528521484977158e-05 0.0021940449974104056 -0.0007604102385058224 -0.0008192497463106529 0.0025031261259059918 0.0081364344559609891 -0.00056570589647732456 -0.00034595925210417105 -0.0012250964478094277 -0.0016315896981534098 0.0025858685747199416 -0.00072394996647581397 -0.0015377046822517143 0.0019881650851120009 -7.0051113218043336e-05 -0.00058344822835408399 0.00039757343245216275 -0.0011841928433673197 -0.0021635534485255673 0.00089836992623805413 -0.0013037960344157303 0.00091922287278127133 0.0044595567066076083 0.001480868908840304 -0.00022696555875108639 -0.0010305356261277388 leaf_weight=462934 117 312395 8982 352 103 164 218 119 125 4909 1725 445 101 156 434 103 603 11413 1543 387 818 243 379 240 600 106 171 4511 1150 leaf_count=462934 117 312395 8982 352 103 164 218 119 125 4909 1725 445 101 156 434 103 603 11413 1543 387 818 243 379 240 600 106 171 4511 1150 internal_value=0 -2.74825e-07 -2.10204e-05 -0.0001304 -0.000187221 0.000261137 0.00161601 0.0029172 0.00538904 -0.000245674 -0.000202841 -0.000132764 0.000560844 0.000695211 0.000497528 0.000998588 0.00127214 -1.33761e-05 -9.66747e-05 -1.91605e-05 -0.000136226 -0.000501396 -0.000291248 0.000743634 0.000284075 0.001325 0.00262073 -0.000176201 -0.000390206 internal_weight=0 815429 352495 23026 21277 2454 626 408 244 18823 1828 13914 1749 1648 1492 1058 955 329469 13469 11304 9800 2165 1922 1504 840 664 277 17074 5661 internal_count=815546 815429 352495 23026 21277 2454 626 408 244 18823 1828 13914 1749 1648 1492 1058 955 329469 13469 11304 9800 2165 1922 1504 840 664 277 17074 5661 is_linear=0 shrinkage=0.1 Tree=145 num_leaves=30 num_cat=0 split_feature=3 3 3 0 0 3 0 19 3 3 0 3 3 3 35 0 20 43 0 3 0 3 0 0 0 37 3 0 0 split_gain=0.041338 0.0426916 0.0710726 0.666111 0.3208 0.0882346 0.123007 0.190861 0.0784979 0.17929 0.154062 0.117676 0.0354633 0.293297 0.247032 0.361821 0.265618 0.438603 0.100162 0.0561528 0.419058 0.357553 0.466744 0.258681 0.599885 0.822972 0.676704 0.477256 0.550231 threshold=163.50000000000003 139.00000000000003 112.50000000000001 1474286400.0000002 1483272000.0000002 98.500000000000014 1473768000.0000002 1.0000000180025095e-35 90.500000000000014 87.500000000000014 1476532800.0000002 84.500000000000014 74.500000000000014 72.500000000000014 1.0000000180025095e-35 1487937600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1480939200.0000002 56.500000000000007 1499688000.0000002 57.500000000000007 1496404800.0000002 1489838400.0000002 1481630400.0000002 1.0000000180025095e-35 63.500000000000007 1479902400.0000002 1476705600.0000002 decision_type=2 2 2 2 2 2 2 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 8 -7 -8 9 11 -10 12 13 19 15 16 17 -14 -15 -1 21 -21 23 24 26 -26 -23 28 -28 right_child=-2 -3 3 4 -6 6 7 -9 10 -11 -12 -13 14 18 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 leaf_value=-5.4292530884626483e-07 -0.0014484028194837158 0.0017402498751667374 0.0051844945845959511 -0.0086116494415771402 -0.00084917489094314756 -0.0012675118322173756 8.2978593080394695e-05 0.0056892973190846565 0.0011819081068480094 0.0039316596495437214 -0.0035695808478768045 -0.0028195357536959995 -0.0042693208511114765 -0.0015537248739954268 0.0046818349233944904 -0.0043159026065962272 0.005652418567159292 0.0033875990138722608 -0.0059856075680480136 0.0043676692549755947 0.0062264325497441058 0.0035346121327853239 -0.0060449535626369393 0.0029049831921552083 -0.00093652299761044365 -0.011142596637255678 -0.00099054498944518192 0.004683462737847378 -0.0092608572791020079 leaf_weight=810910 197 141 101 105 108 105 124 119 114 116 170 148 139 101 128 154 107 162 103 185 121 508 129 292 302 107 344 101 105 leaf_count=810910 197 141 101 105 108 105 124 119 114 116 170 148 139 101 128 154 107 162 103 185 121 508 129 292 302 107 344 101 105 internal_value=0 3.49955e-07 4.90185e-08 -0.00150414 -0.00467575 6.28622e-07 0.00159261 0.00282846 -5.15215e-08 5.28239e-07 -0.00166229 -3.18713e-08 4.80767e-07 -1.27193e-07 0.000717087 -0.000185916 0.00137295 -0.000148321 -0.00379139 8.23999e-07 0.000506044 0.000172148 -0.00023896 0.000186835 -0.000354201 -0.00360657 0.000903096 -0.00152747 -0.00292458 internal_weight=0 815349 815208 314 213 814894 348 243 814546 814262 284 814146 813998 813308 690 562 408 301 204 813104 2194 2073 1888 1759 1467 409 1058 550 449 internal_count=815546 815349 815208 314 213 814894 348 243 814546 814262 284 814146 813998 813308 690 562 408 301 204 813104 2194 2073 1888 1759 1467 409 1058 550 449 is_linear=0 shrinkage=0.1 Tree=146 num_leaves=30 num_cat=0 split_feature=4 1 13 7 1 0 22 1 4 0 4 0 0 7 4 4 1 36 0 0 4 37 0 0 4 4 1 1 1 split_gain=0.0698358 0.22625 0.397346 0.619533 0.492157 0.396571 0.364544 0.401962 0.381477 0.221308 0.98847 0.444387 0.347522 0.346678 0.525928 0.325376 0.76482 1.73968 0.580125 0.548741 0.597789 0.45049 0.324011 0.793436 0.402285 0.563751 1.13819 0.338275 0.605005 threshold=7.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 138.50000000000003 1486900800.0000002 1.0000000180025095e-35 94.500000000000014 29.500000000000004 1488456000.0000002 10.500000000000002 1488974400.0000002 1499774400.0000002 1.0000000180025095e-35 17.500000000000004 18.500000000000004 4.5000000000000009 1.0000000180025095e-35 1498392000.0000002 1494590400.0000002 13.500000000000002 1.0000000180025095e-35 1478865600.0000002 1478088000.0000002 19.500000000000004 44.500000000000007 6.5000000000000009 4.5000000000000009 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 left_child=-1 -2 4 -4 6 -5 8 9 -3 22 -11 -12 15 14 -14 16 17 -13 -17 20 -18 -21 23 -8 -24 27 -27 -26 -29 right_child=1 2 3 5 -6 -7 7 -9 -10 10 11 12 13 -15 -16 18 19 -19 -20 21 -22 -23 24 -25 25 26 -28 28 -30 leaf_value=-1.0927617725934041e-05 2.0126917103797679e-05 -0.00026955996784397776 -0.0079432423012560684 -0.0030584754278808962 -0.00583562673094116 0.0050453167072331646 0.00069137899424583766 0.0070407458707617901 -0.0052953828964076056 -0.0012405690479793904 0.0082778684290673015 -0.0087725075515067228 0.0022379606216226854 0.0042081937591411994 -0.0049829917206147389 0.0032272575811904698 0.0099292987567042162 0.0064821984773501748 0.011280431851744653 -0.0031223947861387085 0.0021869940787207251 0.0041001528187329514 0.00048520449798685508 0.0064981576734088973 -0.0061421958255983384 -0.0041022664006799461 0.0097462246079096752 0.0021823078278499115 -0.0042506978186068562 leaf_weight=715736 86821 1293 142 144 119 104 3553 103 171 1029 123 186 190 138 215 848 186 125 100 180 215 166 2304 252 248 125 113 238 379 leaf_count=715736 86821 1293 142 144 119 104 3553 103 171 1029 123 186 190 138 215 848 186 125 100 180 215 166 2304 252 248 125 113 238 379 internal_value=0 7.83618e-05 0.000467615 -0.00267602 0.000564926 0.000339889 0.000625957 0.000822984 -0.000856593 0.000764299 0.00139293 0.0024071 0.00212381 -0.000120442 -0.00159538 0.0027313 0.00152574 -0.00264119 0.00407675 0.00326057 0.00577819 0.000342758 0.000441704 0.00107595 -0.000266639 -0.00183713 0.00247286 -0.00302299 -0.00176925 internal_weight=0 99810 12989 390 12599 248 12480 11016 1464 10913 3701 2672 2549 543 405 2006 1058 311 948 747 401 346 7212 3805 3407 1103 238 865 617 internal_count=815546 99810 12989 390 12599 248 12480 11016 1464 10913 3701 2672 2549 543 405 2006 1058 311 948 747 401 346 7212 3805 3407 1103 238 865 617 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=30 num_cat=0 split_feature=4 3 4 27 3 3 27 22 4 3 4 4 3 27 22 27 22 3 4 3 4 6 3 42 3 4 27 3 22 split_gain=0.0629056 0.562293 0.553079 0.828333 0.773516 0.773031 1.01339 0.842274 0.62949 0.964533 0.957181 0.558472 1.15571 1.62127 1.1873 0.903401 1.23981 0.620078 0.834635 0.810631 1.88184 1.02448 1.13359 0.587183 0.670521 0.731987 0.541109 0.539538 0.771126 threshold=25.500000000000004 28.500000000000004 18.500000000000004 1.0000000180025095e-35 20.500000000000004 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 24.500000000000004 13.500000000000002 14.500000000000002 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 15.500000000000002 19.500000000000004 16.500000000000004 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 18.500000000000004 13.500000000000002 1.0000000180025095e-35 37.500000000000007 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 left_child=1 2 5 -4 -5 11 -7 -8 10 -10 -9 12 -1 -14 -15 -13 -17 18 -18 21 -21 -19 -23 24 25 -16 -3 28 -2 right_child=27 26 3 4 -6 6 7 8 9 -11 -12 15 13 14 23 16 17 19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=5.603211101213002e-06 -0.0015650274405774594 0.00064015858754328642 -0.00088157185336743818 -0.0028088790003438385 0.0017969058793634513 0.00097976985746100749 0.00081552432828152347 0.0016046042943435584 0.00032916193213150589 -0.0047226768753196756 -0.0056156978822931372 -0.00078712224670887026 0.00095360802173122348 0.0007203666140719496 -0.0044400612939920871 -0.0011596325761521681 0.0017480639090221345 0.0029751155022052327 -0.0051718319455782572 -0.0021981041434099339 0.0044688593701999865 0.0049537076741456992 0.016986206108540819 -0.0017156812914791699 -0.0064960279966838263 0.00070657508164421285 -0.0016044161139966541 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2111 1290 5516 14536 3373 is_linear=0 shrinkage=0.1 Tree=148 num_leaves=30 num_cat=0 split_feature=4 1 27 29 4 1 1 4 4 4 20 4 20 21 6 1 1 4 20 1 1 4 1 12 1 1 4 1 12 split_gain=0.0631392 0.191038 0.578154 0.284548 0.376241 0.249127 0.247616 0.593114 1.00771 0.889801 0.500146 0.446082 0.434427 0.389801 0.338642 0.645311 0.485283 0.928679 0.457746 0.437916 0.788979 0.723725 0.368981 0.339308 0.597992 0.401496 0.536678 0.345071 0.325025 threshold=7.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 10.500000000000002 7.5000000000000009 38.500000000000007 29.500000000000004 26.500000000000004 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 56.500000000000007 24.500000000000004 27.500000000000004 1.0000000180025095e-35 20.500000000000004 16.500000000000004 10.500000000000002 26.500000000000004 1.0000000180025095e-35 68.500000000000014 20.500000000000004 15.500000000000002 9.5000000000000018 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 left_child=-1 -2 3 5 -5 -3 7 8 9 11 -10 -4 -9 14 18 16 17 -16 19 20 -8 -21 -23 24 -20 27 -27 -25 -13 right_child=1 2 6 4 -6 -7 13 12 10 -11 -12 28 -14 -15 15 -17 -18 -19 23 21 -22 22 -24 25 -26 26 -28 -29 -30 leaf_value=-1.0390486041334581e-05 6.5054154550959437e-06 -0.0015343485259396716 0.00050896966070639569 -0.00066829765292849132 0.0069966300752585635 0.0018149664344666802 0.00049041868084902674 -0.00044796748349895589 0.0033106300475249646 -0.0035306419357252514 0.0099926434765408821 -0.0011344883946309747 -0.0055772107186282211 -0.0039405571842985035 -4.7378223738102731e-05 0.0090822886625254486 -0.004463253969863655 0.0095186498467669349 -0.0046730549982920127 -0.0024473945770610342 -0.0062734748573052826 0.010824630559987523 0.0033409155116532934 -0.0051761615024072914 0.0054882940342300141 -0.0020709548520223635 -0.010207841134574635 0.0013129900808817026 0.0023108116957795302 leaf_weight=715736 80387 2472 6617 175 101 244 1776 885 710 460 133 304 203 244 439 111 137 132 102 139 191 112 160 127 134 175 151 231 2758 leaf_count=715736 80387 2472 6617 175 101 244 1776 885 710 460 133 304 203 244 439 111 137 132 102 139 191 112 160 127 134 175 151 231 2758 internal_value=0 7.451e-05 0.000355964 -0.000922577 0.00213662 -0.00123345 0.00058878 0.000822124 0.00104277 0.000766554 0.00436485 0.000970781 -0.00140499 -5.70491e-05 0.000173113 0.00199308 0.000881634 0.00216403 -0.000278844 0.000453939 -0.00016637 0.00342267 0.00642245 -0.00217293 0.00109652 -0.00330098 -0.00583988 -0.000989027 0.00196876 internal_weight=0 99810 19423 2992 276 2716 16431 12070 10982 10139 843 9679 1088 4361 4117 819 708 571 3298 2378 1967 411 272 920 236 684 326 358 3062 internal_count=815546 99810 19423 2992 276 2716 16431 12070 10982 10139 843 9679 1088 4361 4117 819 708 571 3298 2378 1967 411 272 920 236 684 326 358 3062 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=30 num_cat=0 split_feature=3 0 18 1 1 3 7 37 0 0 3 7 0 0 3 3 3 1 3 1 7 3 3 0 3 0 1 3 3 split_gain=0.043361 0.136333 0.627389 0.30943 0.346961 0.573722 0.372457 0.248161 0.208542 0.708584 1.26254 1.41915 0.45192 0.817227 0.383665 0.372335 0.855775 0.366861 0.357268 0.531509 0.367944 0.332577 0.410926 0.328057 0.645293 0.326774 0.305321 0.377424 0.291898 threshold=12.500000000000002 1500552000.0000002 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1493294400.0000002 1493812800.0000002 19.500000000000004 1.0000000180025095e-35 1492776000.0000002 1492430400.0000002 34.500000000000007 45.500000000000007 50.500000000000007 121.50000000000001 38.500000000000007 1.5000000000000002 1.0000000180025095e-35 18.500000000000004 15.500000000000002 1500292800.0000002 22.500000000000004 1496664000.0000002 1.5000000000000002 33.500000000000007 14.500000000000002 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 left_child=-1 8 3 4 -3 6 -6 -7 12 10 11 28 13 17 21 18 25 -2 23 20 -20 22 -15 -11 -25 -17 27 -14 -10 right_child=1 2 -4 -5 5 7 -8 -9 9 15 -12 -13 26 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=6.9587717584010214e-06 -0.00012930017387500199 0.00019644501355087874 -0.0067145167450126751 0.0033868378641647781 -0.008967172287589838 -0.0019912413037989451 -0.0017839334487530685 0.003372744413892455 0.0072735239871975004 5.9477598715066865e-06 -0.00066117739151890648 0.00043543427276056945 -0.002058372430469203 0.0015529384301649013 0.008354489711299538 -0.01077350635474565 -6.4138177556513425e-05 -0.005098620377599743 0.0085288180640714552 -0.00069143937329169027 0.0018445331525371433 -0.00036444283659389521 0.0092633790915535221 -6.0928040864028493e-05 0.0072068185491867727 -0.0036918039531389502 -0.0046178544766300404 0.0040862164259161836 0.013836547512857414 leaf_weight=747468 50525 1303 168 199 169 230 126 138 115 10117 509 222 575 178 125 109 826 149 172 264 158 262 113 339 191 162 348 121 165 leaf_count=747468 50525 1303 168 199 169 230 126 138 115 10117 509 222 575 178 125 109 826 149 172 264 158 262 113 339 191 162 348 121 165 internal_value=0 -7.64044e-05 -0.000827632 -0.00037082 -0.000751173 -0.00261354 -0.00589908 2.02533e-05 -4.97467e-05 0.000303103 0.00284828 0.00640668 -0.000139643 -9.77678e-05 0.00335105 9.45462e-05 -0.00166396 -0.000143912 0.000266157 0.00265295 0.00532846 0.00222007 0.00454703 0.000132997 0.0025582 -0.00654016 -0.00219937 -0.000990132 0.011141 internal_weight=0 68078 2333 2165 1966 663 295 368 65745 13349 1011 502 52396 51352 678 12338 1097 50674 11241 594 330 553 291 10647 530 271 1044 696 280 internal_count=815546 68078 2333 2165 1966 663 295 368 65745 13349 1011 502 52396 51352 678 12338 1097 50674 11241 594 330 553 291 10647 530 271 1044 696 280 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=30 num_cat=0 split_feature=4 1 17 1 1 4 4 43 6 36 4 4 4 9 4 36 1 22 20 1 1 1 4 42 4 1 1 12 4 split_gain=0.0588905 0.171824 0.563556 0.526583 0.402232 0.48883 0.323103 0.31665 0.310997 0.295181 0.272069 0.24751 0.323326 0.458001 0.234842 0.553272 0.412749 0.292448 0.498214 0.337537 0.207605 0.223458 0.200513 0.178734 0.310061 0.401849 0.798452 0.25497 0.220301 threshold=7.5000000000000009 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 13.500000000000002 58.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 52.500000000000007 42.500000000000007 27.500000000000004 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 70.500000000000014 123.50000000000001 25.500000000000004 1.0000000180025095e-35 14.500000000000002 23.500000000000004 16.500000000000004 1.0000000180025095e-35 23.500000000000004 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 left_child=-1 -2 4 9 7 20 11 10 -5 -4 14 12 23 -14 -3 16 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2430 396 283 1883 134 160 3391 110 217 162 189 306 192 183 171 219 505 152 191 118 105 101 173 466 154 101 373 124 internal_value=0 7.19594e-05 0.000411178 0.00268452 0.000220326 -0.000529722 -0.00151421 0.000667855 0.0055419 0.000852625 7.81347e-05 -0.0018281 -0.00150477 0.000707517 0.000242783 0.00121682 -0.00196561 0.00235908 0.00327425 0.000333162 0.000579109 0.00346422 -0.000494096 -0.00222722 -0.0030357 -0.00374439 -0.00477389 -0.000777562 -0.00336745 internal_weight=0 99810 12989 1006 11983 4478 2372 7505 393 613 4114 2212 2023 498 3952 1522 402 1120 848 343 2106 223 272 1525 979 845 691 546 590 internal_count=815546 99810 12989 1006 11983 4478 2372 7505 393 613 4114 2212 2023 498 3952 1522 402 1120 848 343 2106 223 272 1525 979 845 691 546 590 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=30 num_cat=0 split_feature=4 40 4 0 4 1 22 13 7 0 0 4 0 4 0 4 1 0 1 0 0 4 7 0 0 1 19 4 4 split_gain=0.0477013 0.166185 0.258636 0.158187 0.262079 0.185719 0.215035 0.267539 0.449267 0.288768 0.590698 0.563055 0.488828 0.458315 0.444209 0.746731 1.20381 0.596334 0.476374 0.828729 0.680386 1.20896 0.563523 0.672679 0.509461 0.40715 0.387312 0.387167 0.520354 threshold=7.5000000000000009 1.0000000180025095e-35 19.500000000000004 1470312000.0000002 39.500000000000007 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1486555200.0000002 1484308800.0000002 9.5000000000000018 1484654400.0000002 77.500000000000014 1494590400.0000002 13.500000000000002 8.5000000000000018 1492084800.0000002 10.500000000000002 1488974400.0000002 1490616000.0000002 34.500000000000007 1.0000000180025095e-35 1489492800.0000002 1493294400.0000002 3.5000000000000004 1.0000000180025095e-35 48.500000000000007 29.500000000000004 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 left_child=-1 3 -3 4 -2 -5 -7 9 -9 10 13 -11 -12 27 15 16 17 -13 20 -20 22 24 23 26 -22 -19 -17 28 -8 right_child=1 2 -4 5 -6 6 7 8 -10 11 12 14 -14 -15 -16 18 -18 25 19 -21 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216 452 1030 internal_value=0 6.47635e-05 -0.00111748 7.8847e-05 -0.00092539 9.4817e-05 0.000375777 0.000505244 -0.00183362 0.000574562 0.000225037 0.00109005 -0.00218228 0.000481948 0.0015569 0.00244114 0.00486936 0.00295875 0.00130595 -0.00216926 0.00204852 5.78995e-07 0.0042328 0.00211423 0.00153418 0.00687377 -0.000147234 0.000388028 0.000548184 internal_weight=0 99810 1175 98635 1544 97091 18938 16502 475 16027 9551 6476 921 8630 5178 2709 863 684 1846 325 1521 785 736 464 681 248 343 8489 8037 internal_count=815546 99810 1175 98635 1544 97091 18938 16502 475 16027 9551 6476 921 8630 5178 2709 863 684 1846 325 1521 785 736 464 681 248 343 8489 8037 is_linear=0 shrinkage=0.1 Tree=152 num_leaves=30 num_cat=0 split_feature=1 1 14 1 1 21 1 6 1 20 1 29 1 1 20 1 8 1 1 37 20 1 1 37 1 1 20 33 37 split_gain=0.0430855 0.0351708 0.0560343 0.183273 0.0743082 0.0418062 0.0407367 0.0363701 0.0884004 0.247983 0.397575 0.0483625 0.0397086 0.0559699 0.0889421 0.0556009 0.0352677 0.0244215 0.0543099 0.0722523 0.0343061 0.0244211 0.0539017 0.0217191 0.0211605 0.0201578 0.0246991 0.0169577 0.267232 threshold=291.50000000000006 2.5000000000000004 1.0000000180025095e-35 46.500000000000007 19.500000000000004 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 71.500000000000014 1.0000000180025095e-35 139.50000000000003 1.0000000180025095e-35 61.500000000000007 30.500000000000004 1.0000000180025095e-35 32.500000000000007 1.0000000180025095e-35 26.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 1.0000000180025095e-35 5.5000000000000009 107.50000000000001 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 left_child=1 -1 5 4 24 7 -7 11 -9 -10 -11 12 13 17 15 -15 25 18 27 20 -20 22 -13 -17 -4 -14 -27 -3 -29 right_child=-2 2 3 -5 -6 6 -8 8 9 10 -12 21 16 14 -16 23 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 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internal_value=0 -2.75323e-07 -5.67342e-05 0.000751156 0.000212621 -6.38709e-05 0.000137297 -8.54432e-05 -0.000221687 0.000976417 0.00278957 -5.47613e-05 -6.78481e-05 -5.5595e-05 0.000533918 0.00118585 -0.000535677 -6.96599e-05 -6.42968e-05 0.000938171 0.000267851 0.000465639 0.000622466 0.000894912 0.000642721 -0.000681825 -0.000329868 -7.25779e-05 0.000159006 internal_weight=0 815429 97186 851 750 96335 9330 87005 15992 593 332 71013 69271 67503 1573 898 1768 65930 65422 536 402 1742 1482 790 632 1597 806 64886 3015 internal_count=815546 815429 97186 851 750 96335 9330 87005 15992 593 332 71013 69271 67503 1573 898 1768 65930 65422 536 402 1742 1482 790 632 1597 806 64886 3015 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=30 num_cat=0 split_feature=3 4 1 27 4 1 27 3 1 4 36 4 1 36 3 1 4 27 22 3 27 1 1 3 27 4 27 3 3 split_gain=0.0529773 0.874971 1.25051 0.874769 0.461558 0.692139 0.416748 0.403497 1.43991 2.20004 1.57761 1.37848 1.66503 0.955433 0.679961 1.34367 1.22591 1.76005 0.877836 0.789189 1.5895 1.00948 0.976753 0.945053 0.782678 0.779644 1.02573 1.24979 0.792657 threshold=11.500000000000002 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 11.500000000000002 1.0000000180025095e-35 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 2.5000000000000004 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 14.500000000000002 1.5000000000000002 19.500000000000004 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 35.500000000000007 26.500000000000004 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 left_child=4 2 -2 -4 -1 -6 -7 8 -3 10 -10 12 -9 -14 15 -13 17 -16 -19 20 -18 22 23 -22 -17 26 -21 28 -28 right_child=1 7 3 -5 5 6 -8 11 9 -11 -12 14 13 -15 16 24 19 18 -20 25 21 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=-6.8913665625975422e-06 -0.00022539445355337627 -0.00016419976412511297 0.00037012386431551866 -0.0042299437888922032 0.00010372254098249388 -0.00018088708066413121 0.001666532972418567 -0.00034240645396916674 0.008441706341417398 -0.00093711355420110466 0.0019452585941012242 0.00026609326769116471 -0.0064361080741543999 -0.0018702604358194867 0.0011361043574603868 -0.0013968266230791875 -0.001237845738925605 0.00019670983146355295 -0.0030458769719580153 0.0010747535526883837 0.0036516821663458592 -0.0062604688431000619 0.003658239155824704 8.2656262234816913e-05 0.0038957719699017146 0.00013607256623033226 -0.0012657612823468592 0.0085413831282324364 -0.0043269928284417891 leaf_weight=714493 4704 6027 548 1683 18705 1564 5569 3692 731 1001 765 9730 868 971 2071 332 2349 1067 3838 1393 1012 151 2269 2780 1764 21768 2232 107 1362 leaf_count=714493 4704 6027 548 1683 18705 1564 5569 3692 731 1001 765 9730 868 971 2071 332 2349 1067 3838 1393 1012 151 2269 2780 1764 21768 2232 107 1362 internal_value=0 -7.99616e-05 -0.00115017 -0.00310003 8.12381e-06 0.000423336 0.00126146 2.87363e-05 0.000672375 0.00269161 0.00511966 -6.30768e-05 -0.00156694 -0.00402532 9.03184e-05 0.000760822 -9.66997e-05 -0.00130839 -0.00234051 0.000141923 0.000978017 0.00181592 0.00201713 0.00103515 0.00305744 -0.000124542 -0.00123822 -0.00210879 -0.00242586 internal_weight=0 75215 6935 2231 740331 25838 7133 68280 8524 2497 1496 59756 5531 1839 54225 11826 42399 6976 4905 35423 8561 6212 6061 3792 2096 26862 5094 3701 3594 internal_count=815546 75215 6935 2231 740331 25838 7133 68280 8524 2497 1496 59756 5531 1839 54225 11826 42399 6976 4905 35423 8561 6212 6061 3792 2096 26862 5094 3701 3594 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=30 num_cat=0 split_feature=3 4 5 37 3 5 4 0 15 4 5 0 0 3 4 0 5 4 5 19 0 0 3 0 19 18 3 4 0 split_gain=0.0432645 0.86752 1.28468 0.815582 0.424844 1.16998 2.30562 1.30587 1.01614 0.685862 1.23991 0.636025 0.625077 0.526297 1.45287 1.21015 1.78545 0.936255 0.965858 0.913397 0.679608 0.670011 0.639243 1.23365 1.25691 1.35384 1.02023 0.962941 0.717755 threshold=12.500000000000002 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 12.500000000000002 1493294400.0000002 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1497528000.0000002 1491912000.0000002 17.500000000000004 15.500000000000002 1476014400.0000002 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1492776000.0000002 1495627200.0000002 23.500000000000004 1476187200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 18.500000000000004 1495713600.0000002 decision_type=2 2 2 2 2 2 2 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 -2 5 6 8 -8 11 10 -6 12 -3 14 15 -11 19 18 -15 -17 -16 -22 23 -19 25 -25 -26 28 -28 right_child=1 4 -4 -5 9 -7 7 -9 -10 13 -12 -13 -14 17 20 16 -18 22 -20 -21 21 -23 -24 24 26 -27 27 -29 -30 leaf_value=6.9510210120969595e-06 -0.0019503910905597829 0.0057592970095018542 -0.00020565677329320564 -0.0062524067334465113 -0.0032993232554842534 -7.0351658831610474e-05 -0.0044052253352040707 0.0048551499295248612 -0.0032159188765889177 -0.0011164414935165819 -4.0939369588967106e-05 -0.0004521625671847339 0.011988761986201413 -0.002970868699728671 -0.0036092459878918522 0.0028768710194391578 0.00092398513711075103 -0.0013068465317392973 -0.00030441973637206234 0.007858458587199935 0.0072532483954665418 -0.0018172430251687636 -0.00011208809721581466 -3.158264378315232e-05 0.0049983976916291644 0.0063954615141960996 -0.0044670422445289935 0.0042684986776303025 0.0050925737179350113 leaf_weight=747468 1691 904 4949 596 1759 4870 528 214 130 1345 3475 133 196 2070 930 808 3081 1982 3952 676 130 218 26862 3879 1475 358 366 401 100 leaf_count=747468 1691 904 4949 596 1759 4870 528 214 130 1345 3475 133 196 2070 930 808 3081 1982 3952 676 130 218 26862 3879 1475 358 366 401 100 internal_value=0 -7.63193e-05 -0.00111143 -0.00307151 4.6788e-05 0.000781136 0.00275109 -0.00173444 0.00519295 -4.82995e-05 -0.00113599 0.00607953 0.00686927 6.87604e-05 0.000858678 0.0015198 0.00229652 -6.82387e-05 -0.00122098 0.00514611 -0.00219862 0.00157116 0.000127731 0.000880215 0.00153909 0.000511462 0.00339822 0.00067588 -0.00241562 internal_weight=0 68078 7236 2287 60842 6975 2105 742 1363 53867 5234 1233 1100 48633 7188 5910 4565 41445 6022 1484 1278 348 35423 8561 6579 4237 2342 867 466 internal_count=815546 68078 7236 2287 60842 6975 2105 742 1363 53867 5234 1233 1100 48633 7188 5910 4565 41445 6022 1484 1278 348 35423 8561 6579 4237 2342 867 466 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=30 num_cat=0 split_feature=19 3 41 3 3 3 3 3 3 3 7 43 5 3 5 3 43 3 3 3 3 3 3 3 3 35 7 3 3 split_gain=0.0436893 0.0914959 0.201482 0.175914 0.1664 0.535662 0.463382 0.358655 0.224509 0.15052 0.339293 0.217446 0.858681 0.276263 0.14901 0.193836 0.134819 0.392663 0.343431 0.36101 0.14553 0.178344 0.164397 0.140989 0.279227 0.121148 0.114902 0.111403 0.365492 threshold=1.0000000180025095e-35 29.500000000000004 1.0000000180025095e-35 35.500000000000007 51.500000000000007 56.500000000000007 50.500000000000007 58.500000000000007 49.500000000000007 34.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 33.500000000000007 1.0000000180025095e-35 31.500000000000004 1.0000000180025095e-35 61.500000000000007 118.50000000000001 95.500000000000014 77.500000000000014 71.500000000000014 63.500000000000007 109.50000000000001 93.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 40.500000000000007 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 left_child=-1 -2 3 9 6 -6 8 -7 27 11 -11 12 25 14 -13 -16 18 -18 19 20 21 22 -9 24 -19 -3 -14 28 -5 right_child=1 2 -4 4 5 7 -8 16 -10 10 -12 13 26 -15 15 -17 17 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=1.4465611719480637e-05 -2.5118187354374137e-05 0.0048789251214039321 0.002505449590917432 0.00039106563674655187 -0.0037880698310129588 0.0044264789617084197 0.0066848335744260374 0.0024169194859296429 -0.0042288618461917274 -0.00059637235990698341 -0.0070609635863181225 -0.0039802804174641632 0.00013521961967170144 0.0017578530705959342 -0.0034869932866422463 0.0015795297507144564 -0.006622587167657912 -0.00017635656637545247 -0.0050054060092361852 0.0066126879603373564 -0.0022570448053046699 0.0049026255219645218 -0.0018229911228661072 0.0027365202758589699 -0.0058309092539028063 0.00086663945340642752 -0.0030076608302950381 0.00085815430373391852 -0.004018732745430696 leaf_weight=586465 221218 287 236 1028 473 165 111 173 115 206 134 438 157 162 160 143 120 574 101 106 164 102 194 116 103 102 449 1514 230 leaf_count=586465 221218 287 236 1028 473 165 111 173 115 206 134 438 157 162 160 143 120 574 101 106 164 102 194 116 103 102 449 1514 230 internal_value=0 -3.70331e-05 -0.000372247 -0.000461291 -0.000151799 -0.000774026 0.000344446 -3.07295e-05 0.00010067 -0.00120653 -0.00314418 -0.00085943 0.00016024 -0.00198299 -0.00280082 -0.00109586 -0.000450261 -0.00129144 0.000464022 0.00121153 0.000307076 0.0012037 0.000175659 -0.000484711 -0.00103665 0.00382686 -0.00219342 0.000280286 -0.000415177 internal_weight=0 229081 7863 7627 5389 2391 2998 1918 2887 2238 340 1898 995 903 741 303 1753 913 840 739 633 469 367 793 677 389 606 2772 1258 internal_count=815546 229081 7863 7627 5389 2391 2998 1918 2887 2238 340 1898 995 903 741 303 1753 913 840 739 633 469 367 793 677 389 606 2772 1258 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=30 num_cat=0 split_feature=4 0 27 0 27 0 0 1 0 0 0 4 0 0 0 0 0 4 0 1 4 4 0 4 0 0 0 0 0 split_gain=0.0467726 0.374961 0.457805 0.3802 0.335541 0.299468 0.338248 0.687251 0.45934 0.728168 0.409407 0.496814 0.255029 0.358034 0.370566 0.573384 0.68473 0.488795 0.534435 0.458364 0.425291 0.717196 0.334579 0.327909 0.306547 0.281605 0.376341 0.252267 0.248328 threshold=34.500000000000007 1472299200.0000002 1.0000000180025095e-35 1470312000.0000002 1.0000000180025095e-35 1500984000.0000002 1493035200.0000002 5.5000000000000009 1498046400.0000002 1499860800.0000002 1488110400.0000002 35.500000000000007 1487246400.0000002 1486036800.0000002 1482148800.0000002 1480507200.0000002 1479470400.0000002 57.500000000000007 1481198400.0000002 5.5000000000000009 45.500000000000007 39.500000000000007 1480075200.0000002 37.500000000000007 1483617600.0000002 1472817600.0000002 1473768000.0000002 1489665600.0000002 1496404800.0000002 decision_type=2 2 2 2 2 2 2 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 -2 -4 27 6 10 8 28 -10 11 -6 13 14 15 16 19 18 -17 23 21 -16 -18 -13 -22 -25 -27 -3 -8 right_child=1 4 3 -5 5 -7 7 -9 9 -11 -12 12 -14 -15 20 17 22 -19 -20 -21 24 -23 -24 25 -26 26 -28 -29 -30 leaf_value=-2.263166097844643e-06 0.0064776444802721036 -0.00056488346035383163 -0.0040590711027383803 0.0019308076281603641 0.0050238101867808391 0.0053469488204553215 -0.00091166354601199826 -0.009173350587773783 0.0067097359836775037 -0.0026297486210359808 0.0029484287153822867 -0.0031127566327210491 -0.0047633182419383018 0.0049916276132031317 -4.2231105977580664e-05 0.0095352434793358337 -0.010091680146753788 -0.0020696331369912343 0.0019184403427659651 -0.0041557261892439913 0.0041645381879885637 -0.010532511312652518 -0.0019317450794843164 -0.0033142716607503725 -0.0026567300805185414 0.0059463120445960166 0.0010750966902603122 -0.0036842277448934815 -0.0057043359534424028 leaf_weight=808327 189 840 125 696 198 116 325 104 177 158 629 183 115 139 126 159 100 126 219 211 113 135 101 114 158 191 935 375 162 leaf_count=808327 189 840 125 696 198 116 325 104 177 158 629 183 115 139 126 159 100 126 219 211 113 135 101 114 158 191 935 375 162 internal_value=0 0.000253412 0.00204033 0.00101883 -3.72612e-05 0.000325337 0.000205922 -0.00151436 -0.000545341 0.00230484 0.000609004 0.000166182 -0.000141597 3.49804e-05 -0.000204997 0.000336826 -0.000483724 0.00332434 0.00512233 0.000193783 -0.00258718 -0.00546824 -0.00599141 0.000838721 0.000187563 0.00142188 0.00190139 -0.00152764 -0.00250594 internal_weight=0 7219 1010 821 6209 4994 4878 926 822 335 3952 3323 3125 3010 2871 2339 1835 504 378 1634 532 261 201 1423 271 1240 1126 1215 487 internal_count=815546 7219 1010 821 6209 4994 4878 926 822 335 3952 3323 3125 3010 2871 2339 1835 504 378 1634 532 261 201 1423 271 1240 1126 1215 487 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=30 num_cat=0 split_feature=19 0 6 10 29 0 0 7 0 0 18 9 8 17 0 0 0 9 0 0 0 0 0 0 8 0 0 7 0 split_gain=0.0358086 0.0512394 0.0722127 0.0583969 0.0768995 0.108016 0.2399 0.050145 0.0510561 0.349873 0.222948 0.0715195 0.052265 0.0410284 0.0609188 0.0756968 0.102824 0.106327 0.072776 0.0718279 0.0710092 0.154391 0.111111 0.0896715 0.0689528 0.194121 0.0943249 0.0662184 0.044558 threshold=1.0000000180025095e-35 1472817600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1472126400.0000002 1471780800.0000002 1.0000000180025095e-35 1471435200.0000002 1471608000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1473940800.0000002 1485259200.0000002 1483963200.0000002 1.0000000180025095e-35 1473768000.0000002 1474977600.0000002 1478433600.0000002 1479384000.0000002 1476964800.0000002 1475668800.0000002 1.0000000180025095e-35 1498478400.0000002 1491480000.0000002 1.0000000180025095e-35 1494417600.0000002 decision_type=2 2 2 2 2 2 2 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 6 -6 8 -1 10 11 -10 -11 -3 18 16 17 -16 -15 -19 22 -22 23 -21 28 26 -26 -18 -17 right_child=-2 13 -4 -5 5 -7 -8 -9 9 12 -12 -13 -14 14 15 24 27 19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 leaf_value=0.00021183497101616173 -3.3527076751342057e-05 9.8494026563457101e-06 -0.0001575181984107866 1.5473849528166152e-05 0.00078989874418039898 -0.00064267137467496752 0.0054510464589512947 0.00013885992665878648 0.00023566667157493834 0.00011358071672357312 0.0068914445163140636 0.0033441397123248826 0.0012740836211882765 0.00033846148530078195 -0.00046650672467003377 0.00013314169530781212 -0.0022332882908658006 -0.0017411795569062028 0.0031247770216726017 0.0026409705951818082 -0.0028644300539423873 0.00067802761252159117 0.003899630320695192 -0.00055757280537379727 0.0018377213940535949 0.0049556673735595439 -0.0017244504491547839 -0.00053270701892743936 -0.00024956088424528655 leaf_weight=3686 229081 515843 8308 15756 463 230 145 17312 137 2101 129 161 476 550 5914 6443 463 137 113 142 145 812 149 229 142 106 156 453 5764 leaf_count=3686 229081 515843 8308 15756 463 230 145 17312 137 2101 129 161 476 550 5914 6443 463 137 113 142 145 812 149 229 142 106 156 453 5764 internal_value=0 1.30961e-05 0.000111095 0.000166067 0.000261589 0.00120323 0.00190152 0.000228712 0.000461227 0.000767239 0.00341848 0.00191508 0.000327938 4.18075e-06 -0.00013046 -0.00016018 -0.000391899 -0.000270174 0.000813354 0.000449227 0.0006524 0.000141292 0.00159304 0.000666668 -5.02689e-06 0.0012803 -2.70397e-05 -0.00139228 -4.75659e-05 internal_weight=0 586465 48904 40596 24840 838 608 24002 6690 3004 427 298 2577 537561 21718 21055 8444 7528 663 1614 1477 957 520 371 12611 404 298 916 12207 internal_count=815546 586465 48904 40596 24840 838 608 24002 6690 3004 427 298 2577 537561 21718 21055 8444 7528 663 1614 1477 957 520 371 12611 404 298 916 12207 is_linear=0 shrinkage=0.1 Tree=158 num_leaves=30 num_cat=0 split_feature=3 4 36 0 4 3 0 3 4 0 0 3 3 4 3 9 0 0 4 12 3 6 0 0 0 4 0 3 22 split_gain=0.0403188 0.404678 0.328952 0.270599 0.695202 0.609645 0.260675 0.240774 0.121933 0.371087 0.655912 0.375692 0.849276 0.504311 0.336824 0.376057 0.510043 0.284869 0.186262 0.628668 0.29893 0.26382 0.220541 0.223589 0.175928 0.139052 0.594992 0.439068 0.540381 threshold=112.50000000000001 72.500000000000014 1.0000000180025095e-35 1474286400.0000002 102.50000000000001 146.50000000000003 1481457600.0000002 97.500000000000014 56.500000000000007 1487246400.0000002 1494417600.0000002 86.500000000000014 76.500000000000014 64.500000000000014 75.500000000000014 1.0000000180025095e-35 1483272000.0000002 1479470400.0000002 48.500000000000007 1.0000000180025095e-35 70.500000000000014 1.0000000180025095e-35 1481630400.0000002 1488628800.0000002 1475496000.0000002 41.500000000000007 1471435200.0000002 53.500000000000007 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 left_child=1 7 -3 5 6 -2 -5 8 14 11 -11 12 -10 -13 18 16 -16 -14 20 -20 25 22 24 -24 -21 27 -27 -1 -29 right_child=3 2 -4 4 -6 -7 -8 -9 9 10 -12 13 17 -15 15 -17 -18 -19 19 21 -22 -23 23 -25 -26 26 -28 28 -30 leaf_value=5.6603438479553733e-07 0.0068025054758399485 0.00054213701426481995 0.0081103857438843529 -0.0095833454082168423 0.0026159568371886977 -0.0032371823339402174 -0.002955538706987032 -0.0034356263940971271 -0.0024082786403596401 -0.0070002112817111623 0.0038163595415633359 -0.005768873859920259 0.010795240932619656 0.0039896754385612973 -0.0039966878959438136 -0.0071371823420109106 0.004890600206643142 0.003837666806764901 -0.0054616682456780676 0.0030556262663945007 -0.0049505429876754523 -0.0013235357808298433 -0.0019995099439927676 0.0041481138789932507 0.0080720613280247013 0.0082292288116046358 0.00041176246051340381 0.0037431118793778517 -0.0031678204973830345 leaf_weight=809997 123 119 111 103 167 119 140 204 118 126 101 103 143 109 176 137 102 100 109 135 122 128 103 139 145 105 1338 132 792 leaf_count=809997 123 119 111 103 167 119 140 204 118 126 101 103 143 109 176 137 102 100 109 135 122 128 103 139 145 105 1338 132 792 internal_value=0 6.2893e-07 0.00419464 -0.000786061 -0.00235121 0.00186563 -0.00576486 -5.55144e-07 3.05248e-07 0.00123427 -0.00218755 0.00258986 0.0045521 -0.000751507 -9.08e-07 -0.00284908 -0.000735884 0.00793204 5.45428e-07 0.00156635 -9.17303e-07 0.0027449 0.00374252 0.00153156 0.00565342 -1.73973e-07 0.000980601 -1.91922e-06 -0.00218054 internal_weight=0 814894 230 652 410 242 243 814664 814460 800 227 573 361 212 813660 415 278 243 813245 759 812486 650 522 242 280 812364 1443 810921 924 internal_count=815546 814894 230 652 410 242 243 814664 814460 800 227 573 361 212 813660 415 278 243 813245 759 812486 650 522 242 280 812364 1443 810921 924 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=30 num_cat=0 split_feature=4 3 3 4 3 0 4 3 3 4 3 3 27 3 0 0 4 3 4 27 3 27 0 43 19 0 3 1 3 split_gain=0.0388792 0.278975 0.251402 0.186848 0.160055 0.196535 0.162942 0.197585 0.125202 0.134953 0.706791 0.264134 0.276143 0.234387 0.807132 0.765513 0.126846 0.12373 0.298427 0.599868 0.425435 0.563365 0.326049 0.381586 0.618045 0.489249 0.460089 0.448759 0.387108 threshold=93.500000000000014 126.50000000000001 163.50000000000003 80.500000000000014 104.50000000000001 1476360000.0000002 71.500000000000014 97.500000000000014 93.500000000000014 55.500000000000007 81.500000000000014 86.500000000000014 1.0000000180025095e-35 77.500000000000014 1481544000.0000002 1480507200.0000002 63.500000000000007 68.500000000000014 41.500000000000007 1.0000000180025095e-35 55.500000000000007 1.0000000180025095e-35 1471608000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1489665600.0000002 63.500000000000007 1.5000000000000002 60.500000000000007 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 left_child=1 3 -2 4 6 -6 7 8 9 10 17 12 -11 14 -14 -15 -13 18 20 -20 -1 -22 -21 24 25 26 -24 -25 -26 right_child=2 -3 -4 -5 5 -7 -8 -9 -10 11 -12 16 13 15 -16 -17 -18 -19 19 22 21 -23 23 27 28 -27 -28 -29 -30 leaf_value=1.284345066631169e-07 0.0038058792154283027 -0.0051302731898173973 -0.0014712508856073807 0.0034718628606248293 -0.0052539107493430499 0.00055315936066941405 0.0037973567068708687 -0.0039916983647872847 0.0033287805210452828 -0.0023749647506823143 -0.0077075560076334398 -0.0043297533983235612 -0.0052053140683306597 0.010296436162858174 0.0072625469118356711 -7.0507297558443889e-05 0.00068204422472137045 -0.0012747339382734024 -0.0025941233003876456 0.0073384913525222683 0.0030683951565368996 -0.0042802926160807539 0.0052539136643192166 0.0031955968162313622 0.010473742497550858 -0.0037418482350368128 -0.0023993989219889046 -0.002931268642009315 0.0031901356557871674 leaf_weight=810305 172 106 190 155 128 107 113 124 113 102 119 101 108 145 100 140 101 761 322 113 134 471 263 201 143 153 112 295 149 leaf_count=810305 172 106 190 155 128 107 113 124 113 102 119 101 108 145 100 140 101 761 322 113 134 471 263 201 143 153 112 295 149 internal_value=0 -4.60109e-07 0.00103611 2.07017e-07 -4.53298e-07 -0.00260984 2.9939e-07 -2.27348e-07 3.80353e-07 -8.15064e-08 -1.35568e-06 0.00130054 0.00236125 0.00334116 0.00078885 0.0052039 -0.00182385 -2.28298e-07 9.65187e-07 0.00130506 -1.85074e-06 -0.00265265 0.00218367 0.00174104 0.00306539 0.00102376 0.00296812 -0.000448406 0.00675711 internal_weight=0 815184 362 815078 814923 235 814688 814575 814451 814338 813541 797 595 493 208 285 202 813422 812661 1751 810910 605 1429 1316 820 528 375 496 292 internal_count=815546 815184 362 815078 814923 235 814688 814575 814451 814338 813541 797 595 493 208 285 202 813422 812661 1751 810910 605 1429 1316 820 528 375 496 292 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=30 num_cat=0 split_feature=4 3 1 4 1 3 27 4 0 37 3 19 1 4 0 4 27 1 37 9 3 0 1 1 3 4 1 0 27 split_gain=0.0382346 0.374075 0.522145 0.355802 0.439374 0.646441 0.569131 0.310545 0.377378 0.617662 0.280382 1.30238 1.08847 1.16913 1.05972 1.01458 1.27752 1.15243 0.657288 0.592916 1.00847 0.582104 0.577099 0.536125 0.508353 1.5511 1.50897 0.704786 0.624385 threshold=7.5000000000000009 10.500000000000002 1.5000000000000002 9.5000000000000018 1.5000000000000002 11.500000000000002 1.0000000180025095e-35 8.5000000000000018 1492603200.0000002 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 1489147200.0000002 11.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 1491393600.0000002 4.5000000000000009 2.5000000000000004 15.500000000000002 13.500000000000002 2.5000000000000004 1493294400.0000002 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 left_child=-1 2 -2 4 -3 7 -7 -6 9 -9 11 -5 21 19 23 16 -12 -18 -19 -14 -21 -13 -22 -15 25 26 28 -27 -17 right_child=1 3 -4 10 5 6 -8 8 -10 -11 15 12 13 14 -16 24 17 18 -20 20 22 -23 -24 -25 -26 27 -28 -29 -30 leaf_value=-8.0856405824576038e-06 0.00013422804794002583 -0.00015893004246252517 0.0013073966502783567 -0.00024794255712121257 -0.0016056428722926324 0.00043376277509363074 -0.0037127066567680615 0.00068695570068095027 -0.0030648675113569192 0.0087648584145948397 0.00081837754904166078 -0.0002799710704611636 0.0034499226518083059 0.0010020656452055961 0.0063351525931031848 -0.0009251898386524785 -0.0010292198712696773 -0.0029996936988233771 -0.0074749972773217252 0.0027063547321683114 0.0085876526044361655 0.0032702913682104012 0.017333710826603715 -0.0077070820000693669 -2.1726402884798909e-05 -0.0022318564635903544 0.006770103230799478 0.0018757579177482446 0.0023176057377242757 leaf_weight=715736 13794 6221 5233 8065 413 431 1427 280 114 143 1833 1777 536 126 157 858 2294 881 523 212 227 624 113 161 48691 1556 621 571 1928 leaf_count=715736 13794 6221 5233 8065 413 431 1427 280 114 143 1833 1777 536 126 157 858 2294 881 523 212 227 624 113 161 48691 1556 621 571 1928 internal_value=0 5.7982e-05 0.000456885 -3.59725e-05 -0.000627599 -0.00166591 -0.00275085 0.000455997 0.00204158 0.00341778 3.84734e-05 0.000479626 0.00197157 0.00405421 -0.000270182 -5.01025e-05 -0.00134028 -0.00241027 -0.00466678 0.00581895 0.0081193 0.000642713 0.0114944 -0.00388355 8.1497e-05 0.00098971 0.00231252 -0.00112915 0.00131893 internal_weight=0 99810 19027 80783 9029 2808 1858 950 537 423 71754 11998 3933 1532 444 59756 5531 3698 1404 1088 552 2401 340 287 54225 5534 3407 2127 2786 internal_count=815546 99810 19027 80783 9029 2808 1858 950 537 423 71754 11998 3933 1532 444 59756 5531 3698 1404 1088 552 2401 340 287 54225 5534 3407 2127 2786 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=30 num_cat=0 split_feature=4 32 26 1 34 13 1 4 8 4 4 4 1 1 29 4 4 4 4 4 1 4 1 4 1 42 37 42 4 split_gain=0.0389984 0.319062 0.249777 0.238252 0.209597 0.189418 0.208548 0.478101 0.201967 0.468792 0.244268 0.188772 0.49623 0.21011 0.174337 0.404358 0.271907 0.10664 0.106499 0.0725404 0.250966 0.15417 0.0950652 0.574176 0.368596 0.698409 0.784119 0.533433 0.441092 threshold=28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 61.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 60.500000000000007 1.0000000180025095e-35 48.500000000000007 37.500000000000007 38.500000000000007 13.500000000000002 14.500000000000002 1.0000000180025095e-35 36.500000000000007 119.00000000000001 39.500000000000007 34.500000000000007 78.500000000000014 1.5000000000000002 72.500000000000014 2.5000000000000004 38.500000000000007 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=-1 2 3 4 5 6 8 11 14 10 -10 12 -8 -13 16 -16 19 -7 -6 21 -21 22 -2 24 25 26 -24 -26 -27 right_child=1 -3 -4 -5 18 17 7 -9 9 -11 -12 13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 23 -25 27 28 -28 -29 -30 leaf_value=-2.5968189618273059e-06 0.00025527907004145215 -0.0046483373666113175 -0.0040654631239656165 -0.0045166043240540462 -0.00023775559210211157 -0.0003573113165682592 0.0040478342470075734 0.0084983132200912356 -0.0016188089270144702 -0.0068545130308805494 0.0042239228750918512 -7.8045256725214067e-06 -0.004824737618026714 0.0063490483679232148 -0.0016174134647935234 0.0062066039704730879 -0.0046242831309682856 -0.0048336296351268321 -0.0041669654951736156 0.0017447991149062343 -0.0034176026864611003 0.0037161633467339746 -0.0044245980194512202 -0.00068319471110208111 0.0026992299805505804 0.013552639745175838 0.0044300885640929438 -0.0047783766523109266 0.0045769485237061487 leaf_weight=804205 6382 135 133 102 127 109 114 103 216 127 107 103 141 105 113 159 107 104 151 183 194 147 141 1037 295 100 344 141 121 leaf_count=804205 6382 135 133 102 127 109 114 103 216 127 107 103 141 105 113 159 107 104 151 183 194 147 141 1037 295 100 344 141 121 internal_value=0 0.000184144 0.000242361 0.000294103 0.00033883 0.000409306 0.000469308 0.00233629 0.000362721 -0.00170717 0.000316709 0.000965467 -0.000858176 0.00320118 0.000461141 0.00295618 0.00038731 -0.00254293 -0.00237197 0.000446335 -0.000911715 0.00050513 0.000449994 0.00102029 0.00256714 0.00397898 0.00185584 0.000281013 0.00863835 internal_weight=0 11341 11206 11073 10971 10693 10480 566 9914 450 323 463 255 208 9464 272 9192 213 278 9085 377 8708 8561 2179 1142 706 485 436 221 internal_count=815546 11341 11206 11073 10971 10693 10480 566 9914 450 323 463 255 208 9464 272 9192 213 278 9085 377 8708 8561 2179 1142 706 485 436 221 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=30 num_cat=0 split_feature=4 0 4 4 4 37 4 0 0 4 4 0 4 0 37 4 19 4 4 0 37 4 27 0 0 0 4 4 0 split_gain=0.0423402 0.0754115 0.0623654 0.0654629 0.0665912 0.274097 0.367455 0.240881 0.194051 0.382009 0.182654 0.147114 0.0982586 0.196556 0.0700285 0.180011 0.0399107 0.143679 0.613775 0.547207 0.396535 0.110842 0.781262 0.568397 1.53609 0.622025 1.0178 0.722195 0.615001 threshold=109.50000000000001 1476532800.0000002 96.500000000000014 86.500000000000014 62.500000000000007 1.0000000180025095e-35 67.500000000000014 1481198400.0000002 1488628800.0000002 77.500000000000014 68.500000000000014 1475668800.0000002 56.500000000000007 1489665600.0000002 1.0000000180025095e-35 58.500000000000007 1.0000000180025095e-35 50.500000000000007 48.500000000000007 1485259200.0000002 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1486728000.0000002 1487419200.0000002 1490443200.0000002 28.500000000000004 35.500000000000007 1497873600.0000002 decision_type=2 2 2 2 2 2 2 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 4 12 6 7 -6 9 11 -7 -8 16 14 15 -14 -1 18 21 20 -19 -18 -23 -24 -25 26 -26 -28 -27 right_child=1 -3 -4 -5 5 10 8 -9 -10 -11 -12 -13 13 -15 -16 -17 17 19 -20 -21 -22 22 23 24 25 28 27 -29 -30 leaf_value=1.3498097160873424e-05 -0.00046946778893470765 0.0032084379810839894 -0.002392203716236517 0.0021172425084530493 -0.0088225473002308888 0.0046957539132803927 0.0037173510104128457 -0.00196477191336453 0.0035324654520954937 -0.0061906022135069412 -0.00058329764467019297 -0.0016144842970579002 0.00027037356222901391 -0.0023649793080897687 0.00042581881529518543 0.005617236425138377 -6.2180072682955836e-05 -0.00934122917285868 0.0064268698836645105 0.0036268067280096671 -0.00096842526147762934 -0.00102831950525747 -3.7736765958352218e-06 0.0069311815187348292 3.8678942520569734e-05 0.0018503405282950499 -0.011923042859937718 -0.00096167434656291924 -0.00019881147653700746 leaf_weight=585369 111 112 109 146 105 121 103 100 100 113 143 104 107 106 112 153 201395 107 147 112 120 4604 13302 421 1314 4362 134 109 2205 leaf_count=585369 111 112 109 146 105 121 103 100 100 113 143 104 107 106 112 153 201395 107 147 112 120 4604 13302 421 1314 4362 134 109 2205 internal_value=0 0.00137773 -3.76825e-07 -5.70203e-08 -4.36284e-07 -0.000865445 -0.00200665 -0.00547729 -0.000312645 -0.00151424 0.00183627 0.00103855 5.08217e-07 0.00143383 0.00251629 0.0034168 -3.33773e-07 -3.57942e-05 -3.27354e-05 -0.00209298 -0.00491508 -3.69029e-05 0.000155554 0.000405042 0.00104144 0.000736228 -0.00106081 -0.00700622 0.0011623 internal_weight=0 223 815323 815214 815068 889 625 205 420 320 264 207 814179 478 372 260 813701 228332 227993 339 227 227846 26451 21847 8545 8124 1557 243 6567 internal_count=815546 223 815323 815214 815068 889 625 205 420 320 264 207 814179 478 372 260 813701 228332 227993 339 227 227846 26451 21847 8545 8124 1557 243 6567 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=30 num_cat=0 split_feature=3 3 4 4 3 4 1 3 1 3 4 3 3 27 4 1 4 3 19 1 4 4 4 21 3 3 3 27 4 split_gain=0.0401299 0.104736 0.412151 0.184187 0.168076 0.232748 0.248777 0.197756 0.625748 0.0978921 0.0838608 0.563242 0.219558 0.254334 0.238395 0.19921 0.100503 0.0947581 0.248654 0.400349 0.229613 0.352059 0.229098 0.756223 0.675018 0.467999 0.352629 0.466718 0.306705 threshold=203.50000000000003 132.50000000000003 102.50000000000001 86.500000000000014 117.50000000000001 72.500000000000014 2.5000000000000004 97.500000000000014 1.5000000000000002 93.500000000000014 55.500000000000007 81.500000000000014 86.500000000000014 1.0000000180025095e-35 62.500000000000007 1.5000000000000002 63.500000000000007 68.500000000000014 1.0000000180025095e-35 1.5000000000000002 51.500000000000007 46.500000000000007 41.500000000000007 1.0000000180025095e-35 50.500000000000007 53.500000000000007 55.500000000000007 1.0000000180025095e-35 36.500000000000007 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 left_child=1 3 -3 4 5 7 -7 9 -9 10 11 17 13 -12 15 -15 -14 22 20 -20 21 -19 26 24 -24 -26 28 -28 -1 right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 12 -13 16 14 -16 -17 -18 18 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 leaf_value=-2.2660611400275458e-06 0.0019642177019984679 -0.0065936610088230367 0.0012454969368197702 0.0038856481553101148 -0.0040008201992826628 0.0055922038859295611 -0.00077333296423108837 0.0024208551588886921 -0.0081991254434451068 0.0028802713635772215 -0.0025299268286422039 -0.0068804786650135232 -0.0040512102070531927 0.001750394227037653 -0.00076241150151851568 0.0064320881073315116 0.00038820267067227551 0.0028580552639865904 -0.007049861251254611 -0.00019027682316332761 0.003717789761912154 -0.0044757811986163359 -0.0055363832839897707 -0.006417149854672512 0.0076269235310925032 0.0017057603875080579 0.002792269374163988 -0.0038964392707066219 0.0015511498345813486 leaf_weight=809032 104 113 165 122 105 152 103 109 113 118 103 119 101 171 129 194 103 118 147 202 147 147 119 123 148 1361 134 471 1273 leaf_count=809032 104 113 165 122 105 152 103 109 113 118 103 119 101 171 129 194 103 118 147 202 147 147 119 123 148 1361 134 471 1273 internal_value=0 -2.50513e-07 -0.00194092 4.11326e-07 -1.70238e-07 3.45223e-07 0.00302103 -6.00267e-07 -0.00298481 2.13149e-07 -2.04178e-07 -1.21112e-06 0.0010225 0.0019903 0.00293278 0.00423875 -0.00180974 -2.0471e-07 -0.00111556 -0.00307956 0.000548121 -0.00121015 8.39741e-07 0.00114345 0.00171468 0.0022865 -1.62751e-06 -0.00241497 1.74376e-07 internal_weight=0 815442 278 815164 815042 814937 255 814682 222 814460 814342 813541 801 597 494 365 204 813422 761 349 412 265 812661 1751 1628 1509 810910 605 810305 internal_count=815546 815442 278 815164 815042 814937 255 814682 222 814460 814342 813541 801 597 494 365 204 813422 761 349 412 265 812661 1751 1628 1509 810910 605 810305 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=30 num_cat=0 split_feature=0 23 5 43 0 38 36 0 0 0 20 0 20 36 0 0 36 20 7 0 0 20 39 43 20 0 0 43 0 split_gain=0.0394409 0.0339217 0.0422567 0.0366699 0.043453 0.0953361 0.0815614 0.0389209 0.0284887 0.0641661 0.0974598 0.0506215 0.050255 0.185639 0.0341258 0.0710216 0.0665724 0.0571231 0.0426099 0.0340548 0.0253952 0.0604588 0.0452028 0.0250691 0.0575737 0.0246612 0.038569 0.115993 0.0237071 threshold=1482148800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1482667200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1482235200.0000002 1501329600.0000002 1501416000.0000002 1.0000000180025095e-35 1501070400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1500552000.0000002 1500379200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1500811200.0000002 1500897600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1501243200.0000002 1501156800.0000002 1.0000000180025095e-35 1485259200.0000002 decision_type=2 2 2 2 2 2 2 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 7 5 6 -5 -4 11 10 -10 14 25 -14 15 -2 -17 -18 20 -20 22 -22 -16 24 -11 26 27 -13 -9 right_child=1 -3 3 4 -6 -7 -8 28 9 23 -12 12 13 -15 18 16 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=2.386651082045699e-05 -0.00010133564381512291 2.3344351653716961e-05 -0.00069927392827639232 0.002453962903201554 3.3361947437015907e-05 1.148797928579451e-05 2.1618152200198684e-05 -0.00013830332977134128 -0.0036454366382639748 -0.0015392607126280499 0.0003604641453209288 0.0016108373317188481 0.0045340646705881232 -0.00013138226798924674 -8.6628648296027685e-05 0.0016343279851765238 0.0010368038553163689 -0.0010053655862340891 -0.00061901734639297531 0.00054055070620072343 -0.0018442546743760127 0.00035506351823372956 -0.0018835069160143447 0.00031796333490369841 0.00051549757714629957 -0.0011722253185686739 0.0012116858938572652 -0.0019674135348450917 -2.3488872070582837e-05 leaf_weight=374478 75083 127014 894 378 64332 1167 217 20521 148 323 103 167 132 241 700 458 270 278 449 581 480 169 175 472 236 126 292 198 145464 leaf_count=374478 75083 127014 894 378 64332 1167 217 20521 148 323 103 167 132 241 700 458 270 278 449 581 480 169 175 472 236 126 292 198 145464 internal_value=0 -2.02633e-05 -3.78997e-05 -1.62599e-05 4.67809e-05 0.000536717 0.00156687 -4.12278e-05 -0.000100078 -0.000567739 -0.00200158 -9.25648e-05 0.000564366 0.00151966 -0.000102221 -9.01525e-05 0.000744501 8.12788e-07 -0.000461773 3.50691e-05 -0.000797566 -0.00127155 -0.000446004 -0.000218666 -0.000671778 0.00010929 0.00035506 -0.000330241 -3.76836e-05 internal_weight=0 441068 314054 232973 66094 1762 595 166879 81081 1282 251 79799 1156 373 78643 76089 1006 548 2554 1030 1524 649 875 1031 559 783 657 365 165985 internal_count=815546 441068 314054 232973 66094 1762 595 166879 81081 1282 251 79799 1156 373 78643 76089 1006 548 2554 1030 1524 649 875 1031 559 783 657 365 165985 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=30 num_cat=0 split_feature=3 4 27 1 36 4 1 27 7 4 4 3 3 3 1 3 1 4 27 4 1 9 3 4 27 1 4 27 3 split_gain=0.0389709 0.593705 1.04729 0.820692 0.382022 0.340379 0.862255 0.889997 0.617847 0.432612 0.596932 2.04321 0.933812 0.327884 0.307926 0.30113 0.866846 1.79511 0.868285 0.522351 0.942424 0.473782 0.42042 1.17062 1.15455 0.824708 0.750924 1.20876 0.540766 threshold=12.500000000000002 10.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 9.5000000000000018 11.500000000000002 11.500000000000002 9.5000000000000018 2.5000000000000004 14.500000000000002 1.5000000000000002 12.500000000000002 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 15.500000000000002 1.0000000180025095e-35 1.5000000000000002 15.500000000000002 1.0000000180025095e-35 19.500000000000004 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 left_child=5 2 -2 -4 -5 13 -7 -8 9 10 12 -12 -9 -1 -15 16 -3 18 -18 20 -17 -19 23 24 -21 -26 27 -24 -28 right_child=1 15 3 4 -6 6 7 8 -10 -11 11 -13 -14 14 -16 19 17 21 -20 22 -22 -23 26 -25 25 -27 28 -29 -30 leaf_value=3.3921420690541416e-06 0.00068205480718548043 -8.5266562487983457e-05 -0.00080655955455604257 -0.0050550754252100434 -0.0020769885508007506 1.6703878245471644e-06 -0.00092224180803950658 0.0029228063033830145 0.00052548366629492904 -0.0011276146672342135 0.0022820124751888218 0.010965282244560046 -0.0050699768697432734 -0.00032024087996569667 -0.0017924268473990274 -4.5179745591641428e-05 -0.00065173253110101953 -0.0034759690011164131 0.0057349945844792586 -0.00084584997197003373 -0.0028859082193701006 0.0018157694731407239 0.0011165457560219983 -0.0019867872052912318 0.0011686562162106439 0.0040696203214819985 0.0015852399592956421 -0.002007528811566277 1.4696313554031248e-06 leaf_weight=718008 2591 4870 2922 857 866 14060 1210 1125 1524 230 888 390 168 8144 1721 3475 264 481 1099 1703 1759 261 1743 1278 2653 1554 2306 4279 33117 leaf_count=718008 2591 4870 2922 857 866 14060 1210 1125 1524 230 888 390 168 8144 1721 3475 264 481 1099 1703 1759 261 1743 1278 2653 1554 2306 4279 33117 internal_value=0 -7.24334e-05 -0.00092875 -0.00182726 -0.00355825 6.5971e-06 0.000417879 0.00147513 0.00214584 0.00302747 0.00339918 0.00493184 0.0018843 -4.47499e-06 -0.000577071 2.94091e-05 0.00064766 0.00234331 0.00449795 -5.06454e-05 -0.000999869 -0.00161459 5.15122e-05 0.000757518 0.00135096 0.00224023 -7.09336e-05 -0.0011033 0.000104571 internal_weight=0 68078 7236 4645 1723 747468 19595 5535 4325 2801 2571 1278 1293 727873 9865 60842 6975 2105 1363 53867 5234 742 48633 7188 5910 4207 41445 6022 35423 internal_count=815546 68078 7236 4645 1723 747468 19595 5535 4325 2801 2571 1278 1293 727873 9865 60842 6975 2105 1363 53867 5234 742 48633 7188 5910 4207 41445 6022 35423 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=30 num_cat=0 split_feature=27 4 4 4 0 5 23 35 37 5 0 0 4 0 4 38 4 0 35 0 4 4 4 4 4 4 40 4 4 split_gain=0.0360405 0.166945 0.353565 0.138772 0.596449 0.282597 0.249347 0.234736 0.194366 0.152745 0.255953 0.264012 0.142305 0.133666 0.132912 0.494205 0.466325 0.432055 0.955479 0.565107 0.496555 0.604298 0.448298 0.417914 0.6424 0.46292 0.415454 0.399689 0.753854 threshold=1.0000000180025095e-35 122.00000000000001 102.50000000000001 11.500000000000002 1478174400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1472299200.0000002 1471780800.0000002 31.500000000000004 1484136000.0000002 8.5000000000000018 1.0000000180025095e-35 17.500000000000004 1476014400.0000002 1.0000000180025095e-35 1497528000.0000002 59.500000000000007 55.500000000000007 74.500000000000014 21.500000000000004 16.500000000000004 13.500000000000002 1.0000000180025095e-35 40.500000000000007 32.500000000000007 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 left_child=3 2 14 -1 8 -6 7 12 9 10 11 -5 -7 -14 -2 17 -17 22 20 27 21 26 -16 24 25 -21 -19 28 -20 right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 -12 -13 13 -15 15 16 -18 18 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=2.8487817690428809e-05 -5.2816465255184107e-05 -0.0040109170831385118 0.0058069011196494108 6.5145459021297622e-07 -0.0015685863090384739 -0.00023399297521737455 0.00050878717511038585 -0.0019837105702214977 -0.0021304239134769887 0.001180309838494891 -0.0013677362374704229 0.0062649287803333651 0.00054259103061979721 -0.00317988049824925 -0.00036189655619123202 -0.00092480387365381517 -0.0066109952350713354 0.00013650843275606273 0.0016557692138659671 -0.0023635805247867684 -0.0029863469013311334 0.0065391599219672544 0.0049418651631900241 0.0030179769124673763 -0.0080549050832309562 0.0039256690626933979 -0.0050683469141581386 -0.001353225613621405 0.006982816582859418 leaf_weight=447579 291050 105 104 194 2671 4334 2264 1185 230 3258 653 103 137 326 15713 524 199 36778 5553 415 515 147 161 207 144 163 154 401 279 leaf_count=447579 291050 105 104 194 2671 4334 2264 1185 230 3258 653 103 137 326 15713 524 199 36778 5553 415 515 147 161 207 144 163 154 401 279 internal_value=0 -2.4087e-05 -2.28994e-05 1.83468e-05 -0.000277251 -0.000674629 -0.000385064 -0.000723358 0.000700256 0.000854974 -0.000260755 0.00217311 -0.000412014 -0.00207841 -2.46199e-05 0.000109141 -0.00248988 0.000140133 0.000299114 0.0013577 9.74429e-05 0.000140275 -0.000308104 -0.000943151 -0.00207882 -0.000589969 0.000114805 0.00170063 0.00191061 internal_weight=0 352612 352507 462934 15355 10917 8246 5982 4438 4208 950 297 4797 463 352403 61353 723 60630 44756 7162 37594 37079 15874 929 722 578 36932 6233 5832 internal_count=815546 352612 352507 462934 15355 10917 8246 5982 4438 4208 950 297 4797 463 352403 61353 723 60630 44756 7162 37594 37079 15874 929 722 578 36932 6233 5832 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=30 num_cat=0 split_feature=0 19 12 0 0 9 8 0 7 10 0 0 0 0 17 0 0 5 0 0 0 0 8 0 7 0 5 9 0 split_gain=0.0325752 0.0481207 0.0626584 0.0792555 0.0840619 0.120888 0.0559914 0.0586606 0.0487075 0.0505004 0.0362238 0.0391833 0.106854 0.0337319 0.0334479 0.0764185 0.0638273 0.0758864 0.0826925 0.172161 0.133064 0.128578 0.0695942 0.170306 0.0808263 0.0646934 0.0621794 0.115722 0.0700132 threshold=1478606400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1482408000.0000002 1482667200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1482235200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1501070400.0000002 1498132800.0000002 1497528000.0000002 1481716800.0000002 1.0000000180025095e-35 1488974400.0000002 1494417600.0000002 1.0000000180025095e-35 1490011200.0000002 1491480000.0000002 1492603200.0000002 1493553600.0000002 1.0000000180025095e-35 1498478400.0000002 1.0000000180025095e-35 1489492800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1487764800.0000002 decision_type=2 2 2 2 2 2 2 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 14 10 6 5 -5 7 8 9 -4 11 12 -3 -8 -2 26 17 18 25 -20 -21 -22 24 -24 -18 -17 27 28 -16 right_child=1 2 3 4 -6 -7 13 -9 -10 -11 -12 -13 -14 -15 15 16 22 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=3.0406885679368052e-05 9.8326736633993512e-06 3.5225103230314334e-05 -0.00042813841907196008 7.9172237370773394e-05 -6.7392979292623049e-05 0.0032154668297593352 0.0002524552659884523 -0.0010565580399383024 -6.2666851562887424e-05 0.00047230444315656743 0.00092484190487930227 -0.00032545019995768444 0.0014325019194592978 0.0019624494469098865 -0.00092579929637703689 0.0010019276809030905 -0.00053380067861129093 5.2029569092725079e-05 -0.0011033990589002598 0.0034866197919683978 -0.0012483299517890923 0.0020964548816399804 -0.0011712399490298358 0.0044710746997053607 0.00022410088009177135 0.0042997919758089075 -0.00014362448821130067 0.00022124478692718029 -0.0027586033170549896 leaf_weight=246035 405455 39454 12325 348 80252 190 580 982 7510 656 456 2910 555 144 1843 117 3324 2484 377 235 212 251 108 106 2440 121 4935 906 235 leaf_count=246035 405455 39454 12325 348 80252 190 580 982 7510 656 456 2910 555 144 1843 117 3324 2484 377 235 212 251 108 106 2440 121 4935 906 235 internal_value=0 -1.31361e-05 -6.25612e-05 -0.000105024 -5.90411e-05 0.00118679 -0.000272385 -0.000301548 -0.000265365 -0.000382634 3.82588e-05 2.88392e-05 5.4608e-05 0.000592565 3.95941e-06 -0.000130625 5.64269e-05 0.000377056 0.000991956 0.000618547 0.0015486 0.000564934 -0.000147224 0.00162355 -0.000212968 0.00267857 -0.000361518 -0.000721874 -0.00113307 internal_weight=0 569511 146362 102987 80790 538 22197 21473 20491 12981 43375 42919 40009 724 423149 17694 9775 3797 1313 1075 698 463 5978 214 5764 238 7919 2984 2078 internal_count=815546 569511 146362 102987 80790 538 22197 21473 20491 12981 43375 42919 40009 724 423149 17694 9775 3797 1313 1075 698 463 5978 214 5764 238 7919 2984 2078 is_linear=0 shrinkage=0.1 Tree=168 num_leaves=30 num_cat=0 split_feature=1 1 4 27 1 14 4 16 1 4 4 4 1 1 4 6 4 4 4 1 4 1 4 4 1 4 4 1 6 split_gain=0.0352986 0.0294244 0.146259 0.296693 0.290749 0.278391 0.259533 0.202732 0.275128 0.345561 0.538716 0.637334 0.507992 0.703389 0.942515 0.29535 0.244825 0.712382 0.676334 0.363155 0.293113 0.429144 0.257717 0.261266 0.246455 0.2367 0.225029 0.224561 0.196626 threshold=291.50000000000006 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 138.50000000000003 1.0000000180025095e-35 50.500000000000007 1.0000000180025095e-35 11.500000000000002 11.500000000000002 38.500000000000007 55.500000000000007 20.500000000000004 33.500000000000007 17.500000000000004 1.0000000180025095e-35 38.500000000000007 29.500000000000004 30.500000000000004 8.5000000000000018 26.500000000000004 4.5000000000000009 19.500000000000004 23.500000000000004 7.5000000000000009 27.500000000000004 41.500000000000007 14.500000000000002 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 left_child=1 -1 -3 6 5 7 -4 8 16 15 12 -12 -11 14 -14 27 17 20 -19 26 22 25 -5 -24 -20 -22 -18 -10 -28 right_child=-2 2 3 4 -6 -7 -8 -9 9 10 11 -13 13 -15 -16 -17 19 18 24 -21 21 -23 23 -25 -26 -27 28 -29 -30 leaf_value=6.7383823305864676e-06 0.0017368193178839662 -0.00011311736376133358 -0.00092189809295588072 0.00043049280562055712 -0.0036931522348230441 0.0050684092218041656 0.0036134121107434941 -0.0011193554190860528 0.0031898132798441913 -0.0042953448615078976 0.007809740917499715 -0.0025930027551619352 0.011197523280537611 -0.0035930459065121483 -0.0013325085341175265 0.0049505386035797287 -0.00450411273237786 0.0097668972548464669 0.0029906363181881499 0.0044906246475875378 -0.0079239354870461551 0.0018387928383106396 0.0027380909227017183 0.00018027515339781532 -0.0020505276137748655 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1206 10875 494 10381 1702 797 301 1086 641 903 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=30 num_cat=0 split_feature=1 0 27 1 13 43 37 0 1 0 19 0 1 1 1 0 0 0 0 19 0 0 1 6 0 0 0 36 1 split_gain=0.0285919 0.0285153 0.0320847 0.0355059 0.0760519 0.0890018 0.0544839 0.0903881 0.180715 0.141885 0.157967 0.124367 0.143553 0.120332 0.0879418 0.106641 0.133713 0.0836122 0.218185 0.113262 0.149667 0.211805 0.0706183 0.234042 0.0791344 0.110729 0.105894 0.140841 0.0967807 threshold=291.50000000000006 1482148800.0000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1493899200.0000002 8.5000000000000018 1495886400.0000002 1.0000000180025095e-35 1498219200.0000002 11.500000000000002 4.5000000000000009 5.5000000000000009 1494590400.0000002 1494244800.0000002 1492084800.0000002 1491825600.0000002 1.0000000180025095e-35 1492776000.0000002 1493380800.0000002 98.500000000000014 1.0000000180025095e-35 1493640000.0000002 1493812800.0000002 1493726400.0000002 1.0000000180025095e-35 19.500000000000004 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 left_child=1 -1 -3 -4 6 -6 22 17 9 10 13 12 -10 -9 15 16 -12 18 -8 20 -19 -22 24 -24 -5 26 -26 -28 -27 right_child=-2 2 3 4 5 -7 7 8 11 -11 14 -13 -14 -15 -16 -17 -18 19 -20 -21 21 -23 23 -25 25 28 27 -29 -30 leaf_value=2.0067850493455413e-05 0.0015631373828420274 8.2531800873590864e-06 -1.7181202250586013e-05 -0.00015213216062617726 -0.00056171342302742866 -0.0031298094899367165 -7.0381946443690227e-05 -0.00088298891914212702 0.0042134297111964944 -0.00041494705124673427 -0.0027390982395598105 -0.00024515616009324634 0.00036771917525741098 0.0027349792925665025 -0.0046612382545172014 -0.0026917572151230872 0.0013230501579489301 0.0018040129765722669 -0.0029445831534005412 0.0011740955916155192 -0.004665144741474554 0.0008053894790016297 -0.00091745611330201282 0.004370357948517499 0.00016724765077480875 0.00011013647959575103 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8387 1544 436 284 49257 340 48917 20005 630 302 19375 is_linear=0 shrinkage=0.1 Tree=170 num_leaves=30 num_cat=0 split_feature=22 6 17 5 5 27 14 30 31 34 18 9 18 5 18 12 27 12 19 14 27 5 27 5 5 27 10 10 14 split_gain=0.0271342 0.0463186 0.0267813 0.0334275 0.0260675 0.0482026 0.0673713 0.0291027 0.0315877 0.0248398 0.0178241 0.0380178 0.014973 0.0140772 0.0122153 0.0120469 0.0261055 0.0108191 0.0117396 0.0272248 0.0248424 0.017702 0.0119012 0.013697 0.00995715 0.00967223 0.016685 0.0160137 0.00885257 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=13 4 17 -4 5 7 10 8 9 -2 -7 -12 15 -1 -11 16 -6 18 19 20 21 -3 -20 -24 -21 27 -27 -17 -15 right_child=1 2 3 -5 12 6 -8 -9 -10 14 11 -13 -14 28 -16 25 -18 -19 22 24 -22 -23 23 -25 -26 26 -28 -29 -30 leaf_value=8.0383178818756358e-05 0.00014709358570482754 0.00061412806352229823 -0.00063302540375188409 -8.3530431376505732e-05 1.2864976796193902e-05 -0.00011622371159684781 0.0010573474071890413 -0.0001882537056138886 -0.00021225506099275122 -5.0382635274941701e-05 0.00043111131368716324 -8.6799522229348409e-05 0.00010901784505476238 1.5417525645257625e-05 -0.00078913961742415868 3.7422708066207238e-05 0.00013741218775816701 -8.6343122726258907e-05 4.1864223024671381e-05 -0.00051471393546923688 0.00053293915609482973 -6.3974283203990865e-05 -0.00062268354191383224 -0.00011844420883990593 -4.269472144106346e-05 -4.3236185852219544e-05 8.8537825265860433e-05 -2.2435744435145673e-05 0.00028433737560953741 leaf_weight=44685 26588 468 1933 2591 93072 64697 507 4742 3453 5682 1916 5446 15228 169959 233 99174 20544 60520 2883 508 1868 2170 722 2122 3716 86723 10806 81357 1233 leaf_count=44685 26588 468 1933 2591 93072 64697 507 4742 3453 5682 1916 5446 15228 169959 233 99174 20544 60520 2883 508 1868 2170 722 2122 3716 86723 10806 81357 1233 internal_value=0 -1.09441e-05 -8.2034e-05 -0.000318317 -7.89645e-08 -4.25094e-05 -9.13644e-05 4.46008e-05 7.53105e-05 0.00010586 -9.94467e-05 4.79896e-05 1.17318e-05 3.04009e-05 -7.94833e-05 7.9494e-06 3.53856e-05 -6.7777e-05 9.94454e-06 8.29313e-05 0.00025391 5.63259e-05 -0.000101313 -0.000246454 -9.94622e-05 -3.26108e-06 -2.86359e-05 1.04473e-05 1.73544e-05 internal_weight=0 599669 79501 4524 520168 113264 72566 40698 35956 32503 72059 7362 406904 215877 5915 391676 113616 74977 14457 8730 4506 2638 5727 2844 4224 278060 97529 180531 171192 internal_count=815546 599669 79501 4524 520168 113264 72566 40698 35956 32503 72059 7362 406904 215877 5915 391676 113616 74977 14457 8730 4506 2638 5727 2844 4224 278060 97529 180531 171192 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=30 num_cat=0 split_feature=3 3 4 3 4 36 3 3 4 4 3 4 3 4 4 3 37 22 8 19 3 4 43 3 1 1 36 3 4 split_gain=0.0407078 0.112702 0.157976 0.0998093 0.253263 0.143453 0.127238 0.0373514 0.833652 0.538863 0.600882 0.515063 0.709827 0.627559 0.49031 0.499475 1.39255 0.468817 0.467337 0.45564 1.12007 0.716111 0.376111 0.372251 0.640273 0.559067 0.361152 0.347786 0.680887 threshold=203.50000000000003 153.50000000000003 93.500000000000014 114.50000000000001 77.500000000000014 1.0000000180025095e-35 105.50000000000001 32.500000000000007 29.500000000000004 22.500000000000004 25.500000000000004 27.500000000000004 38.500000000000007 33.500000000000007 32.500000000000007 43.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 24.500000000000004 1.0000000180025095e-35 29.500000000000004 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 26.500000000000004 14.500000000000002 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 left_child=1 2 3 4 6 -5 7 8 9 27 22 17 13 -13 15 -14 -17 -9 -19 23 -21 -22 -11 24 -12 -25 -23 -1 -29 right_child=-2 -3 -4 5 -6 -7 -8 11 -10 10 19 12 14 -15 -16 16 -18 18 -20 20 21 26 -24 25 -26 -27 -28 28 -30 leaf_value=2.8861471568762159e-06 0.0019783095402929646 -0.0028073672612256313 0.0035130596879753284 0.00018022420142577698 0.004798307957297022 -0.0045751161158791393 -0.0033263908893517826 0.0012356114307298992 -0.008823127958544957 -0.00059041090360989425 0.00032401205483214315 0.0025861428849079538 -0.00026971822206385559 -0.004885553697524362 0.0002251210875947506 -0.0009229336653804039 -0.01020154758299615 -0.0019865184774992186 0.004686590231775623 0.0053923081451791241 -0.0053951617300308785 -0.00051530913833790183 -0.0072062240690891552 0.0011843733902524428 -0.0071260785157898909 0.0079620646996249392 0.0066238301602184529 0.0056421192581280945 -0.001260882023006418 leaf_weight=792357 104 143 128 140 110 116 115 647 107 349 966 1584 1264 121 7258 596 222 2823 109 806 194 171 114 978 131 139 121 149 3484 leaf_count=792357 104 143 128 140 110 116 115 647 107 349 966 1584 1264 121 7258 596 222 2823 109 806 194 171 114 978 131 139 121 149 3484 internal_value=0 -2.5231e-07 2.40046e-07 -3.11545e-07 3.08645e-07 -0.00197454 -3.39092e-07 1.30406e-07 3.02527e-06 4.20582e-06 0.00116651 -0.000158245 0.000179583 0.00205589 -0.000162934 -0.00151572 -0.00344109 -0.0012008 -0.00173844 0.00161364 0.00310596 -0.000685794 -0.00221936 0.000742784 -0.000565652 0.00202779 0.00244303 -1.58969e-06 -0.00097777 internal_weight=0 815442 815299 815171 814915 256 814805 814690 800066 799959 3969 14624 11045 1705 9340 2082 818 3579 2932 3506 1292 486 463 2214 1097 1117 292 795990 3633 internal_count=815546 815442 815299 815171 814915 256 814805 814690 800066 799959 3969 14624 11045 1705 9340 2082 818 3579 2932 3506 1292 486 463 2214 1097 1117 292 795990 3633 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=30 num_cat=0 split_feature=3 4 1 3 27 27 4 1 27 4 3 24 0 0 1 3 4 1 42 0 0 4 1 0 3 1 4 0 0 split_gain=0.0331685 0.430862 0.694612 0.305733 0.305119 0.296165 0.272463 0.398308 0.246246 0.249435 0.458193 0.210188 0.505618 0.499297 0.234863 0.217087 0.853264 1.14045 1.38987 0.661292 1.33545 0.461896 0.514343 0.45672 0.289195 0.706524 1.45291 1.04008 0.775232 threshold=11.500000000000002 9.5000000000000018 2.5000000000000004 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 1481889600.0000002 1480161600.0000002 2.5000000000000004 12.500000000000002 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 1483444800.0000002 1491480000.0000002 10.500000000000002 3.5000000000000004 1487592000.0000002 14.500000000000002 1.5000000000000002 12.500000000000002 1493294400.0000002 1498737600.0000002 decision_type=2 2 2 2 2 2 2 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 3 5 -4 -2 -1 -8 -9 10 -10 15 13 14 -13 16 17 -3 19 -19 -21 22 -17 -24 25 -23 28 -28 -27 right_child=1 11 4 -5 -6 -7 7 8 9 -11 -12 12 -14 -15 -16 21 -18 18 -20 20 -22 24 23 -25 -26 26 27 -29 -30 leaf_value=-5.1083982131834092e-06 0.00038576732164783334 0.00045406386074370807 9.2436225411057855e-05 0.0026356911911905086 -0.0037668557229606418 -0.0011311465761699798 8.2984045109186382e-05 -0.0001474662382942183 0.0014973744757764296 0.0018768708468560554 -0.0013651452049675346 0.00031606535689222343 -0.0022130920170821996 0.0053702322570062921 -0.0045099602380524514 -0.0006899525189047644 -0.0011572905502042158 0.0048114487994462257 6.9414199910894462e-05 0.021065099925577348 0.0056035593360662462 7.4376706165219803e-07 -0.0020091836834406278 -0.0091015793267531821 -1.3892401562708915e-05 0.0048808038327294448 -0.0038138692654001716 0.0045861009643345645 -0.0041102532239165159 leaf_weight=714493 2138 1686 259 324 980 3234 18705 1564 1657 3068 844 819 1332 188 115 2870 1444 220 319 101 125 4638 255 141 51973 1231 512 207 104 leaf_count=714493 2138 1686 259 324 980 3234 18705 1564 1657 3068 844 819 1332 188 115 2870 1444 220 319 101 125 4638 255 141 51973 1231 512 207 104 internal_value=0 -6.32702e-05 -0.000814271 -0.000347506 -0.00296011 -0.000527431 6.42803e-06 0.000325443 0.000961246 0.00127262 0.000531374 1.30067e-05 -0.00089569 0.000668285 -0.000278146 4.6883e-05 0.000771016 0.00190707 0.00510939 0.00871421 0.0125134 1.34047e-06 -0.0011561 -0.00453451 6.57776e-05 0.00068453 0.00222854 -0.00139552 0.00418038 internal_weight=0 75215 6935 5696 1239 5372 740331 25838 7133 5569 2501 68280 2454 1122 934 65826 3895 2451 765 446 226 61931 3266 396 58665 6692 2054 719 1335 internal_count=815546 75215 6935 5696 1239 5372 740331 25838 7133 5569 2501 68280 2454 1122 934 65826 3895 2451 765 446 226 61931 3266 396 58665 6692 2054 719 1335 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=30 num_cat=0 split_feature=3 3 4 4 3 4 42 3 1 3 4 3 19 4 9 0 3 4 3 3 0 4 0 3 21 3 0 0 0 split_gain=0.0337124 0.0925556 0.325837 0.141894 0.122787 0.182734 0.253524 0.136072 0.501823 0.0850826 0.0703304 0.820794 0.418542 0.258997 0.467951 0.643341 0.339552 0.22035 0.207744 0.263069 0.172742 0.133727 0.503484 0.298946 0.349895 0.374415 0.325915 0.369273 0.971188 threshold=203.50000000000003 132.50000000000003 102.50000000000001 86.500000000000014 117.50000000000001 72.500000000000014 1.0000000180025095e-35 97.500000000000014 1.5000000000000002 93.500000000000014 60.500000000000007 83.500000000000014 1.0000000180025095e-35 54.500000000000007 1.0000000180025095e-35 1482667200.0000002 77.500000000000014 64.500000000000014 74.500000000000014 70.500000000000014 1480334400.0000002 41.500000000000007 1471953600.0000002 50.500000000000007 1.0000000180025095e-35 60.500000000000007 1476878400.0000002 1481630400.0000002 1485691200.0000002 decision_type=2 2 2 2 2 2 2 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 4 5 7 -7 9 -9 10 11 13 17 16 15 -15 18 -12 19 21 -21 -1 -23 -24 25 -25 -27 -28 -29 right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 23 24 -26 26 27 28 -30 leaf_value=-1.3761315807144692e-06 0.0018003231111484077 -0.0059615204325028232 0.0010086211291226474 0.0034105167586783894 -0.003419542619071546 8.1260384697663161e-05 0.0065072395169691565 0.0023649531168811913 -0.0071454567472096046 0.0026851812346001805 0.0017367437058551747 -0.0066430566713660813 0.0051678195595741272 -0.004500675433586147 0.0073370791061056987 0.0054389262437235476 -0.0052330992560582091 -0.0045236616626219903 0.0036967944286420552 -0.00044182884068411852 -0.0053381067467470483 0.005811172510173334 -0.0042661206637355708 0.0028782971173025619 -0.0048866863713122998 -0.0038008270271972172 0.0045018960464190934 -0.0091593945352360616 0.0019458024708243708 leaf_weight=810921 104 113 165 122 105 152 103 109 113 118 110 186 165 141 135 121 124 115 152 137 152 184 132 650 105 204 188 105 315 leaf_count=810921 104 113 165 122 105 152 103 109 113 118 110 186 165 141 135 121 124 115 152 137 152 184 132 650 105 204 188 105 315 internal_value=0 -2.2961e-07 -0.00182457 3.92554e-07 -1.17893e-07 3.22681e-07 0.00267685 -5.15088e-07 -0.00247593 1.59644e-07 -2.29421e-07 -8.72703e-07 0.00134234 6.45481e-07 0.00255421 8.97513e-05 -6.00896e-07 -0.00146302 1.96932e-07 -4.94112e-07 -0.00301703 5.78447e-07 0.000842325 0.000304204 0.000689196 0.00108965 -0.000342144 0.000818335 -0.000830497 internal_weight=0 815442 278 815164 815042 814937 255 814682 222 814460 814342 813952 390 813766 397 262 813369 225 813245 813093 289 812804 1883 1699 1567 1462 812 608 420 internal_count=815546 815442 278 815164 815042 814937 255 814682 222 814460 814342 813952 390 813766 397 262 813369 225 813245 813093 289 812804 1883 1699 1567 1462 812 608 420 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=30 num_cat=0 split_feature=3 0 0 3 1 18 0 3 7 0 6 3 1 1 3 1 3 1 1 0 0 0 3 6 0 0 1 3 3 split_gain=0.0324191 0.331994 0.717493 0.50191 0.43238 0.261301 0.273357 0.255945 0.197892 0.195289 0.295539 0.341916 0.346109 0.23581 0.207182 0.187423 0.181886 0.146066 0.513425 0.907274 0.371905 0.697952 0.628963 0.412011 0.209802 0.438666 0.517605 0.276395 0.190109 threshold=32.500000000000007 1472299200.0000002 1471780800.0000002 40.500000000000007 2.5000000000000004 1.0000000180025095e-35 1471435200.0000002 40.500000000000007 1.0000000180025095e-35 1470312000.0000002 1.0000000180025095e-35 57.500000000000007 1.5000000000000002 1.5000000000000002 57.500000000000007 1.5000000000000002 50.500000000000007 6.5000000000000009 5.5000000000000009 1484654400.0000002 1487592000.0000002 1489838400.0000002 54.500000000000007 1.0000000180025095e-35 1480766400.0000002 1473768000.0000002 9.5000000000000018 46.500000000000007 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 left_child=-1 2 5 -4 8 6 7 15 -5 14 11 13 -13 -11 -9 -2 -8 18 -3 -20 23 -22 28 24 25 -19 -27 -26 -23 right_child=1 17 3 4 -6 -7 16 9 -10 10 -12 12 -14 -15 -16 -17 -18 20 19 -21 21 22 -24 -25 27 26 -28 -29 -30 leaf_value=2.7733127443879109e-06 0.004581614098428056 -0.00033276431352373539 0.0098571921669645245 -0.0027870759577294738 0.0078331430988540004 0.0041370942477790759 -0.0060638288671653424 -0.00017393879986662552 0.003169141324857871 -0.004511958714957894 -0.0044202901176753897 0.0080301090196537028 0.00056901631577240008 0.0017729370266696888 -0.0064863316322832064 -5.2358457653582853e-05 -0.00060035873488601993 -0.0030290325236669519 -0.010929379047453405 0.0011678962733566278 -0.0084773594539405573 0.00061357866689238857 0.0058679372544348657 0.0069759625682814259 -0.0052893724684409879 -0.00073427499082047963 0.0084848101216449638 0.0019558131813325668 -0.0048737190826795996 leaf_weight=800066 195 12009 128 119 103 141 126 103 105 123 113 110 143 116 105 158 118 103 125 123 108 115 144 144 101 103 149 110 140 leaf_count=800066 195 12009 128 119 103 141 126 103 105 123 113 110 143 116 105 158 118 103 125 123 108 115 144 144 101 103 149 110 140 internal_value=0 -0.000143336 0.00105689 0.00454864 0.00247068 3.25502e-05 -0.000377904 0.000259039 4.90089e-06 -0.000717223 0.000191534 0.00125075 0.00381297 -0.00146155 -0.00336048 0.00250748 -0.00342166 -0.000322024 -0.000425772 -0.00492952 0.000722873 -0.00134582 0.000584521 0.0022001 0.000985033 0.00246934 0.00471669 -0.00151226 -0.00239906 internal_weight=0 15480 2006 455 327 1551 1410 1166 224 813 605 492 253 239 208 353 244 13474 12257 248 1217 507 399 710 566 355 252 211 255 internal_count=815546 15480 2006 455 327 1551 1410 1166 224 813 605 492 253 239 208 353 244 13474 12257 248 1217 507 399 710 566 355 252 211 255 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=30 num_cat=0 split_feature=4 4 4 37 4 4 27 1 4 4 4 4 16 36 4 1 1 4 24 4 1 17 17 7 1 1 20 4 37 split_gain=0.0316199 0.114228 0.0398798 0.0976102 0.348714 0.254895 0.118633 0.107528 0.0877681 0.124511 0.0727338 0.0314364 0.150021 0.217699 0.211374 0.148719 0.266166 0.189577 0.169332 0.200287 0.14088 0.857461 0.473538 0.492054 0.347614 0.498063 0.418931 0.290797 0.267814 threshold=122.00000000000001 93.500000000000014 62.500000000000007 1.0000000180025095e-35 67.500000000000014 68.500000000000014 1.0000000180025095e-35 1.5000000000000002 72.500000000000014 78.500000000000014 60.500000000000007 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 36.500000000000007 16.500000000000004 30.500000000000004 56.500000000000007 1.0000000180025095e-35 31.500000000000004 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 25.500000000000004 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 left_child=1 2 10 4 7 -5 -6 -4 -8 -10 11 -1 15 14 -14 17 -17 18 20 -20 22 24 -13 -24 27 -26 28 -22 -27 right_child=-2 -3 3 5 6 -7 8 -9 9 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 21 -23 23 -25 25 26 -28 -29 -30 leaf_value=-2.7148153611054234e-06 -0.0014615374088690087 0.0023103164656905931 -0.0025100091569835235 0.004425351284752208 -0.0025783451774815669 -0.0015300281135375892 -0.0011433534760264652 -0.0070918896049261097 0.0048337831385433681 0.00030785400059915358 0.0022634435399159999 0.00036186503833369544 0.0023333849941155446 -0.0017428081675075044 -0.002275645005930629 -0.0042960181539633477 0.0009772457556422563 0.0027722304010070688 -1.0983692816936667e-05 -0.0047728223850998777 -0.0027130666502671375 0.0073189481269175091 -0.00029460840183427215 -0.005130128123707927 -0.0069165214304639788 0.0052277988794413831 -0.0051629889904104076 0.0025015613566367672 -0.0007139160668667027 leaf_weight=798335 148 214 105 121 121 177 126 100 100 155 142 10807 322 922 144 195 188 301 226 145 128 199 597 325 135 139 112 650 167 leaf_count=798335 148 214 105 121 121 177 126 100 100 155 142 10807 322 922 144 195 188 301 226 145 128 199 597 325 135 139 112 650 167 internal_value=0 2.65278e-07 -3.4115e-07 -0.000629885 -0.00126971 0.000888096 0.000149509 -0.00474507 0.00101584 0.00208273 4.35941e-07 4.11834e-08 0.000140164 -0.000852458 0.000909135 0.000236417 -0.00170758 0.000289862 0.000235042 -0.00187208 0.000294002 0.00119651 0.000176273 -0.0019991 0.00028114 -0.00163571 6.98213e-05 0.00164363 0.0019851 internal_weight=0 815398 815184 1005 707 298 502 205 381 255 814179 814037 15702 1388 466 14314 383 13931 13630 371 13259 1530 11729 922 1331 553 418 778 306 internal_count=815546 815398 815184 1005 707 298 502 205 381 255 814179 814037 15702 1388 466 14314 383 13931 13630 371 13259 1530 11729 922 1331 553 418 778 306 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=30 num_cat=0 split_feature=4 4 4 1 37 4 1 4 4 4 22 4 23 35 4 16 4 21 4 8 1 1 1 4 1 37 1 4 37 split_gain=0.0256121 0.0925243 0.0323027 0.0960335 0.114803 0.28074 0.1823 0.100025 0.0617331 0.0589143 0.0278829 0.143586 0.415146 0.205797 0.168936 0.105998 0.0872286 0.622401 0.0713249 0.15383 0.149797 0.31353 0.326643 0.603815 0.312081 0.449462 0.537871 0.454095 0.410522 threshold=122.00000000000001 93.500000000000014 62.500000000000007 7.5000000000000009 1.0000000180025095e-35 67.500000000000014 2.5000000000000004 72.500000000000014 75.500000000000014 60.500000000000007 1.0000000180025095e-35 37.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 48.500000000000007 1.0000000180025095e-35 34.500000000000007 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 10.500000000000002 4.5000000000000009 5.5000000000000009 34.500000000000007 6.5000000000000009 1.0000000180025095e-35 7.5000000000000009 27.500000000000004 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 left_child=1 2 9 4 5 -4 8 -6 -7 10 11 16 -13 14 15 -14 -1 -18 -12 20 21 -20 23 -23 28 27 -27 -26 -24 right_child=-2 -3 3 -5 7 6 -8 -9 -10 -11 18 12 13 -15 -16 -17 17 -19 19 -21 -22 22 24 -25 25 26 -28 -29 -30 leaf_value=3.3337645020721266e-05 -0.0013153834948064509 0.0020792847629810605 -0.0049435171595477801 0.0023738164156675342 0.0025569653858741126 0.0022784069179068891 -0.0036930506229082235 -0.0013165104823807876 -0.00043329939213689679 0.0020370990680661839 -1.6720021625459106e-05 -0.0067375812544833782 -4.2350625985168989e-06 -0.0035953569111263602 -0.0021147306296043097 0.0040334150555633736 -0.0033396932788228046 0.007446251416396106 5.4734386420904858e-05 0.0018184163603131979 -0.0012766302994902381 0.000943491654470563 0.001632404502330197 0.0083720347059241858 -0.0057910134979402249 0.010319468204941706 0.0014799415015668603 0.001883115836331605 -0.0057787270291356852 leaf_weight=214799 148 214 182 100 150 164 117 120 172 142 582788 121 112 136 125 155 107 107 12899 566 712 284 148 178 115 107 193 234 151 leaf_count=214799 148 214 182 100 150 164 117 120 172 142 582788 121 112 136 125 155 107 107 12899 566 712 284 148 178 115 107 193 234 151 internal_value=0 2.38751e-07 -3.07035e-07 -0.000566896 -0.000891837 -0.00162626 -0.0002935 0.000835421 0.000890272 3.92347e-07 3.70651e-08 3.08652e-05 -0.00145432 -0.00024357 0.000919295 0.00233972 3.53481e-05 0.00205328 -1.10738e-05 0.000200036 0.000139054 0.000209497 0.0016253 0.00380557 0.000562766 0.00179429 0.00463271 -0.000645609 -0.00211034 internal_weight=0 815398 815184 1005 905 635 453 270 336 814179 814037 215662 649 528 392 267 215013 214 598375 15587 15021 14309 1410 462 948 649 300 349 299 internal_count=815546 815398 815184 1005 905 635 453 270 336 814179 814037 215662 649 528 392 267 215013 214 598375 15587 15021 14309 1410 462 948 649 300 349 299 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=30 num_cat=0 split_feature=3 1 1 3 1 3 1 3 1 16 1 3 3 37 3 36 1 3 7 43 20 3 1 37 43 3 31 3 3 split_gain=0.039607 0.115515 0.360482 0.414594 0.127818 0.113167 0.341899 0.348251 0.177406 0.11104 0.159331 0.124858 0.516017 0.532492 0.351479 0.900988 0.271989 0.340768 0.366078 0.400403 0.196057 0.185731 0.113917 0.509021 0.232418 0.12085 0.105394 0.1025 0.443117 threshold=32.500000000000007 9.5000000000000018 12.500000000000002 50.500000000000007 1.5000000000000002 43.500000000000007 39.500000000000007 66.500000000000014 24.500000000000004 1.0000000180025095e-35 2.5000000000000004 43.500000000000007 45.500000000000007 1.0000000180025095e-35 41.500000000000007 1.0000000180025095e-35 2.5000000000000004 38.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 42.500000000000007 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 37.500000000000007 1.0000000180025095e-35 127.50000000000001 106.50000000000001 decision_type=2 2 2 2 2 2 2 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 26 8 7 -7 -4 11 -11 14 13 -13 16 21 17 18 19 -6 22 -16 23 -18 -24 -26 -2 28 -14 right_child=1 2 5 -5 9 6 -8 -9 -10 10 -12 12 27 -15 15 -17 20 -19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 -30 leaf_value=3.0653804371509269e-06 -3.8063296037565736e-05 0.0073977790391919294 0.00040547614768147473 -0.00037118191042193966 0.0059621497021558195 0.0058556302992805636 -0.004129024393382078 -0.0014667903861174218 -0.0051418158982958753 -0.00025658367259308567 -0.0043332293327595734 -0.0012096705646694613 -0.00028937584100357947 -0.0094874463356864544 0.0043447844604648156 -0.0028110290836133125 -0.0054378553515388858 -0.0046928642080461937 -0.0034073966674423892 -0.00071316146663041261 0.0032053234830419436 0.010365410709735191 0.0033404902937183068 0.0020723066708216299 0.0007523360155891021 -0.0033825118509897343 0.0019807114993781899 0.0018717903099702987 -0.0056465281315556757 leaf_weight=800066 8228 154 125 124 130 146 106 117 107 199 185 185 2638 134 104 154 168 267 263 291 235 101 223 195 172 120 267 178 164 leaf_count=800066 8228 154 125 124 130 146 106 117 107 199 185 185 2638 134 104 154 168 267 263 291 235 101 223 195 172 120 267 178 164 internal_value=0 -0.000158431 0.000954918 0.00393249 -0.000225456 -0.000422394 0.000665667 0.00259813 -0.00215297 -0.000574442 -0.00222059 -0.00046397 -0.000864302 -0.00468686 8.10961e-05 0.00296898 -0.000421206 -0.00166308 -0.000480403 0.0013481 0.000639911 0.00731104 -4.67314e-05 -0.00140347 0.000909572 -0.000946917 2.53873e-05 -0.000455109 -0.000602928 internal_weight=0 15480 879 278 14601 601 369 263 232 6106 384 5722 3299 319 2423 359 2064 951 684 421 1113 205 878 363 515 292 8495 2980 2802 internal_count=815546 15480 879 278 14601 601 369 263 232 6106 384 5722 3299 319 2423 359 2064 951 684 421 1113 205 878 363 515 292 8495 2980 2802 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=30 num_cat=0 split_feature=3 3 4 3 0 4 3 3 3 4 4 3 3 4 43 0 3 3 3 0 0 4 0 0 3 3 4 0 3 split_gain=0.0328424 0.103921 0.0995634 0.0471703 0.293031 0.205698 0.0801541 0.0343545 0.10813 0.175429 0.0567852 0.625966 0.458134 0.194081 0.356396 0.566543 0.277689 0.169016 0.22935 0.409042 0.517796 0.210777 0.758477 0.341522 0.492768 0.159424 0.210315 0.49441 0.441107 threshold=203.50000000000003 153.50000000000003 93.500000000000014 114.50000000000001 1475841600.0000002 77.500000000000014 105.50000000000001 98.500000000000014 94.500000000000014 67.500000000000014 60.500000000000007 83.500000000000014 83.500000000000014 54.500000000000007 1.0000000180025095e-35 1482667200.0000002 77.500000000000014 74.500000000000014 68.500000000000014 1485518400.0000002 1477396800.0000002 47.500000000000007 1486382400.0000002 1480507200.0000002 63.500000000000007 60.500000000000007 36.500000000000007 1472126400.0000002 50.500000000000007 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 left_child=1 2 3 5 -5 6 7 8 9 10 11 13 -12 16 15 -15 17 18 21 20 -20 25 23 24 -23 26 28 -28 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 leaf_value=-7.6730597519143338e-08 0.001776941826280493 -0.0026957702113094032 0.0027890041092177853 0.0021061154916882517 -0.0046622801813801743 0.0043242727914317089 -0.0026402241546336722 0.0014744427671090146 -0.0029065190229630392 0.0039576124067285234 -0.0028319003966440558 -0.005622868813460251 0.0046832090538514145 -0.0043579927446114816 0.0062929915358051125 0.0050369966983271307 -0.0047324920820462852 0.0033344064735023209 -0.0012525202778671037 0.001949225826300742 -0.0099492809472226176 0.0068212166722667854 -0.0034922401260008063 0.0087717408595909905 -0.002697547374275298 -0.0015600145481996068 0.0052289336428146295 0.00045337320892462497 -0.0028381825558512802 leaf_weight=808605 104 143 128 125 131 110 115 158 128 112 147 198 181 138 139 120 124 152 187 152 108 114 168 129 104 655 242 2081 548 leaf_count=808605 104 143 128 125 131 110 115 158 128 112 147 198 181 138 139 120 124 152 187 152 108 114 168 129 104 655 242 2081 548 internal_value=0 -2.26628e-07 2.46159e-07 -1.91738e-07 -0.0013574 2.3462e-07 -3.49133e-07 2.35068e-08 -2.62496e-07 1.94281e-07 -3.50033e-07 -8.80138e-07 0.00131516 4.87766e-07 0.00221099 1.17698e-05 -5.91165e-07 1.30334e-07 -4.92977e-07 -0.00226501 -0.00443642 7.52634e-07 0.00202317 0.00469345 0.00228015 -5.29849e-07 7.28922e-07 0.00095087 -1.99884e-06 internal_weight=0 815442 815299 815171 256 814915 814805 814690 814532 814404 814292 813964 328 813766 397 258 813369 813245 813093 447 295 812646 515 347 218 812131 811476 2323 809153 internal_count=815546 815442 815299 815171 256 814915 814805 814690 814532 814404 814292 813964 328 813766 397 258 813369 813245 813093 447 295 812646 515 347 218 812131 811476 2323 809153 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=30 num_cat=0 split_feature=1 1 1 4 4 22 37 4 7 4 16 4 4 12 4 23 4 4 16 12 4 6 7 4 4 6 6 4 4 split_gain=0.0257092 0.0230135 0.0428347 0.0270598 0.0513752 0.0243935 0.0767498 0.0832078 0.408728 0.305713 0.0791035 0.129493 0.0558057 0.287732 0.06489 0.0888323 0.0946406 0.104135 0.075912 0.476201 1.02124 0.205963 0.168359 0.0677495 0.144626 0.125198 0.12453 0.11909 0.121984 threshold=291.50000000000006 259.50000000000006 228.50000000000003 122.00000000000001 93.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 37.500000000000007 1.0000000180025095e-35 40.500000000000007 1.0000000180025095e-35 46.500000000000007 34.500000000000007 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 29.500000000000004 24.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 18.500000000000004 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 left_child=1 2 3 4 5 6 7 12 10 -10 -9 -12 14 -14 -1 16 17 -16 19 23 21 22 -21 24 -17 27 -25 28 -26 right_child=-2 -3 -4 -5 -6 -7 -8 8 9 -11 11 -13 13 -15 15 18 -18 -19 -20 20 -22 -23 -24 26 25 -27 -28 -29 -30 leaf_value=4.3449213811641173e-05 0.0014822454426564977 -0.0014876799237054702 0.0020293116050127606 -0.0013662464582714542 0.0015564733940475394 -1.0828748639517707e-05 0.0026812507176963742 -0.0057856312237740699 -0.0039545011926081612 0.0022582801014479322 -0.0051272575930552114 -0.00025536602790515614 0.0053762034025220647 -0.0019753195659076381 -0.00082617291094905427 -0.00052906759106591858 -0.0034625637785122704 0.0017047082392166611 -0.00031280932640048189 -0.0029739506280748174 0.010167299008990988 0.0038108909838936397 0.00099931031459577348 -0.0014179348498873879 0.00048925064933660293 0.0030726895627666119 0.0018943909454912609 0.0033584845383779422 -0.002564099486794715 leaf_weight=201232 117 104 104 145 212 599048 109 115 101 367 103 116 105 108 1876 2081 123 178 6025 153 141 171 352 810 940 204 132 122 152 leaf_count=201232 117 104 104 145 212 599048 109 115 101 367 103 116 105 108 1876 2081 123 178 6025 153 141 171 352 810 940 204 132 122 152 internal_value=0 -2.12676e-07 -2.29403e-08 -2.81828e-07 -3.88264e-08 -4.43778e-07 2.83821e-05 2.70416e-05 -0.000989643 0.000917488 -0.00366191 -0.00254671 3.08358e-05 0.00164867 2.92307e-05 -0.000183342 -0.000768194 -0.000606846 -7.04975e-05 0.000207161 0.00242594 0.00081125 -0.00020447 -0.000201023 1.63664e-06 0.000780477 -0.000953787 0.000395295 6.42422e-05 internal_weight=0 815429 815325 815221 815076 814864 215816 215707 802 468 334 219 214905 213 214692 13460 2177 2054 11283 5258 817 676 505 4441 3499 1418 942 1214 1092 internal_count=815546 815429 815325 815221 815076 814864 215816 215707 802 468 334 219 214905 213 214692 13460 2177 2054 11283 5258 817 676 505 4441 3499 1418 942 1214 1092 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=30 num_cat=0 split_feature=3 25 1 1 43 1 1 7 3 1 3 3 3 1 3 3 21 3 3 3 1 7 3 3 3 6 20 7 3 split_gain=0.0308137 0.121208 0.10454 0.317759 0.193729 0.603535 0.687549 0.507604 0.320871 0.102085 0.351991 0.497157 0.501604 0.292382 0.481464 0.632769 0.212436 0.230052 0.380523 0.223634 0.501308 0.193762 0.57573 0.233518 0.193004 0.178501 0.116747 0.141298 0.114566 threshold=32.500000000000007 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 1.0000000180025095e-35 22.500000000000004 44.500000000000007 1.0000000180025095e-35 52.500000000000007 5.5000000000000009 38.500000000000007 54.500000000000007 88.500000000000014 4.5000000000000009 38.500000000000007 55.500000000000007 1.0000000180025095e-35 98.500000000000014 114.50000000000001 81.500000000000014 2.5000000000000004 1.0000000180025095e-35 63.500000000000007 34.500000000000007 170.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 50.500000000000007 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 left_child=-1 2 9 -4 5 7 -7 -5 -6 13 -11 -12 -13 16 -15 -16 17 19 -19 -2 26 25 23 -23 -20 -18 27 -21 -25 right_child=1 -3 3 4 8 6 -8 -9 -10 10 11 12 -14 14 15 -17 21 18 24 20 -22 22 -24 28 -26 -27 -28 -29 -30 leaf_value=2.7037741456747375e-06 -0.00040841786708206734 0.0012913975410041882 0.0055367137301713231 0.0092278802226017417 0.00097564221622133758 -0.0083188343062022031 0.0026426953479375057 0.00028265733716170525 -0.0062192644212733621 0.002145217844963979 -0.0055735048377132338 0.0028860380942070927 -0.0056227339029896496 -0.0036187061108648778 0.0081433365173648048 -0.00034309071874433369 -0.0042471515923016914 0.0042479894552514821 -0.0018459769573026135 -0.00050866420425594173 -0.0086561622027799771 0.0051624695578699606 0.0087055719996526563 0.00071604020847203112 0.0029293158179164954 0.001027755971651794 0.0012683803051768338 -0.0050787907961386981 -0.0028879189723690531 leaf_weight=800066 10534 570 125 123 142 107 123 131 110 214 289 216 102 106 183 169 111 276 306 187 106 102 108 402 117 152 150 106 113 leaf_count=800066 10534 570 125 123 142 107 123 131 110 214 289 216 102 106 183 169 111 276 306 187 106 102 108 402 117 152 150 106 113 internal_value=0 -0.000139741 -0.000194453 0.000875151 8.34453e-05 0.00125412 -0.0024568 0.0046144 -0.00216499 -0.000260004 -0.00134202 -0.00257146 0.000156809 -0.000192848 0.00228966 0.00406889 -0.000281884 -0.000399995 0.00135952 -0.000510967 -0.00247863 0.00112659 0.00197005 0.000791062 -0.000525151 -0.00119854 -0.00100049 -0.00216202 -7.47314e-05 internal_weight=0 15480 14910 861 736 484 230 254 252 14049 821 607 318 13228 458 352 12770 11782 699 11083 549 988 725 617 423 263 443 293 515 internal_count=815546 15480 14910 861 736 484 230 254 252 14049 821 607 318 13228 458 352 12770 11782 699 11083 549 988 725 617 423 263 443 293 515 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=30 num_cat=0 split_feature=4 0 0 0 0 0 4 16 4 36 0 0 0 0 0 1 0 0 0 15 1 1 0 36 0 0 4 0 36 split_gain=0.0281813 0.176407 0.221521 0.154703 0.298592 0.269591 0.344423 0.174595 0.248582 0.241087 0.196866 0.95167 0.51619 0.209837 0.283029 0.187427 0.225762 0.339089 0.238617 0.164487 0.231272 0.410398 0.395952 0.301358 0.152821 0.184789 0.335022 0.280079 0.363555 threshold=23.500000000000004 1470139200.0000002 1470312000.0000002 1500984000.0000002 1501329600.0000002 1500465600.0000002 31.500000000000004 1.0000000180025095e-35 109.50000000000001 1.0000000180025095e-35 1497096000.0000002 1496404800.0000002 1497355200.0000002 1500033600.0000002 1500292800.0000002 2.5000000000000004 1482840000.0000002 1488801600.0000002 1495022400.0000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1498478400.0000002 1.0000000180025095e-35 1496059200.0000002 1495022400.0000002 33.500000000000007 1492430400.0000002 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 left_child=-1 -2 -3 5 -5 7 -7 8 10 -9 11 24 -12 19 -15 16 -11 -18 -19 20 22 -22 -14 -24 25 27 -27 -4 -29 right_child=1 2 3 4 -6 6 -8 9 -10 15 12 -13 13 14 -16 -17 17 18 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 leaf_value=-2.7293969771762121e-06 0.0035878431398026034 -0.0036785422209835491 9.7775816909264577e-05 0.0050853804848288416 -0.00085609697731050822 8.7172948536672044e-05 -0.0070388535821499926 0.00091117716414980052 0.0039461441088322153 -0.0029566251018043181 0.0082477286554836111 -0.006129554226178645 -0.0002330335765574242 -0.0055422916089662832 0.0015365043361468809 -0.0050696203762677734 0.0042757826160371611 -0.0048055451716180865 0.0012088330475941165 -0.0017194682672341762 -0.0039165511828701512 0.0028481806531224564 0.0097551909328180073 0.0028877535286575447 0.0035335290019729119 -0.00452171625728211 0.0016193728656476777 0.0041957221681844783 0.00015725443055499436 leaf_weight=798335 146 154 11772 177 162 156 120 480 179 388 101 242 163 111 115 151 146 129 135 139 147 230 119 138 136 220 149 396 510 leaf_count=798335 146 154 11772 177 162 156 120 480 179 388 101 242 163 111 115 151 146 129 135 139 147 230 119 138 136 220 149 396 510 internal_value=0 0.000126604 9.69908e-05 0.000131373 0.00224609 8.81136e-05 -0.0030111 0.000140604 0.000242084 -0.000915169 0.000196943 8.4651e-05 0.00139055 0.000794526 -0.00194025 -0.00183893 -0.00122761 0.000408638 -0.00173001 0.00145485 0.00200846 0.000210474 0.00362236 0.00606762 0.000198725 0.000163963 -0.00204198 0.000228169 0.00192241 internal_weight=0 17211 17065 16911 339 16572 276 16296 14867 1429 14688 13425 1263 1162 226 949 798 410 264 936 797 377 420 257 13183 13047 369 12678 906 internal_count=815546 17211 17065 16911 339 16572 276 16296 14867 1429 14688 13425 1263 1162 226 949 798 410 264 936 797 377 420 257 13183 13047 369 12678 906 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=30 num_cat=0 split_feature=4 4 0 4 4 4 4 4 4 4 19 4 43 0 19 4 0 0 0 4 4 0 36 0 0 4 4 0 4 split_gain=0.0348132 0.0585263 0.0269975 0.51713 0.464777 0.142497 0.222466 0.13172 0.174902 0.4527 0.304642 0.158856 0.17366 0.20264 0.240148 0.143132 0.0944781 0.370845 0.254301 0.0953744 0.0836758 0.361439 0.743535 0.431737 0.680234 0.339752 0.262116 0.0823069 0.0776645 threshold=122.00000000000001 102.50000000000001 1478606400.0000002 85.500000000000014 86.500000000000014 72.500000000000014 67.500000000000014 71.500000000000014 38.500000000000007 41.500000000000007 1.0000000180025095e-35 61.500000000000007 1.0000000180025095e-35 1475150400.0000002 1.0000000180025095e-35 54.500000000000007 1473249600.0000002 1471953600.0000002 1474804800.0000002 47.500000000000007 32.500000000000007 1475323200.0000002 1.0000000180025095e-35 1473249600.0000002 1471608000.0000002 35.500000000000007 35.500000000000007 1473595200.0000002 30.500000000000004 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 left_child=1 2 4 5 7 6 -4 8 20 10 -10 12 15 14 -14 16 17 -11 -18 -20 28 23 -23 24 -22 -25 -26 -13 -1 right_child=-2 -3 3 -5 -6 -7 -8 -9 9 11 -12 27 13 -15 -16 -17 18 -19 19 -21 21 22 -24 25 26 -27 -28 -29 -30 leaf_value=2.0791607716152227e-05 -0.0015335638579484579 0.0021384196646977217 -1.0704953133143237e-05 -0.0069960519012485477 0.0067112865302568457 0.0028505786347146761 -0.0044286737833253778 -0.0025214283201806797 0.0064396376876954629 0.0025707567912911108 0.00059293073891485875 0.00082743800892174702 -0.0040357456450946022 -0.0056749070150272874 0.0017110609014829002 -0.0019639787365864406 0.0057159459130649553 -0.0049705881325154584 -0.0015152512038805227 0.0025994551542680711 -0.0041472863552032731 0.006868341686920478 -0.0027610542385302708 -0.0019858955598422603 0.00044080680889016554 -0.0086916487333570224 0.0074568463230224443 0.0045020641726359984 0.0012513155023185065 leaf_weight=242161 148 128 568998 106 104 174 114 203 224 184 148 131 122 107 180 174 138 101 129 100 204 156 165 170 107 136 106 114 514 leaf_count=242161 148 128 568998 106 104 174 114 203 224 184 148 131 122 107 180 174 138 101 129 100 204 156 165 170 107 136 106 114 514 internal_value=0 2.78352e-07 -5.73431e-08 -1.20155e-05 2.76348e-05 -1.07151e-05 -1.15899e-05 2.48066e-05 2.69115e-05 0.00099504 0.00411353 0.000211203 -0.000250242 -0.00193542 -0.000610497 0.000584184 0.00126422 -0.00010179 0.00232501 0.000281564 1.95547e-05 -0.000873787 0.00191865 -0.00211358 -2.02743e-05 -0.00496623 0.00393236 0.00253726 2.33979e-05 internal_weight=0 815398 815270 569392 245878 569286 569112 245774 245571 1852 372 1480 1235 409 302 826 652 285 367 229 243719 1044 321 723 417 306 213 245 242675 internal_count=815546 815398 815270 569392 245878 569286 569112 245774 245571 1852 372 1480 1235 409 302 826 652 285 367 229 243719 1044 321 723 417 306 213 245 242675 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=30 num_cat=0 split_feature=4 4 27 4 38 24 4 4 19 4 4 4 35 4 13 5 4 4 4 7 15 5 4 4 5 4 19 5 35 split_gain=0.0281987 0.0474063 0.0207592 0.107993 0.731356 0.24331 0.205698 0.322361 0.127111 0.143002 0.218809 0.197781 0.145266 0.117048 0.194844 0.317349 0.217133 0.15795 0.137156 0.115397 0.187577 0.164837 0.262843 0.135699 0.0943965 0.0871079 0.380945 0.302714 0.199457 threshold=122.00000000000001 102.50000000000001 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 37.500000000000007 24.500000000000004 1.0000000180025095e-35 9.5000000000000018 15.500000000000002 14.500000000000002 1.0000000180025095e-35 59.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 61.500000000000007 56.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 12.500000000000002 1.0000000180025095e-35 11.500000000000002 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 left_child=1 2 25 8 5 13 7 -7 -4 24 11 19 -13 14 18 -16 -17 -15 -5 20 -11 22 23 -21 -10 -1 27 -27 -29 right_child=-2 -3 3 4 -6 6 -8 -9 9 10 -12 12 -14 17 15 16 -18 -19 -20 21 -22 -23 -24 -25 -26 26 -28 28 -30 leaf_value=2.188937586018852e-05 -0.0013802074374177971 0.0019245775823947043 9.8541224405146169e-06 0.00028446258776381107 -0.0058427453105426843 -0.0028050543699962528 -0.0056109447100567162 0.0021258407559449953 -0.00028501975569811055 0.00059924745379565808 -0.00075693104912730408 0.0011020033207532558 0.0041064056665881688 -0.0041987954185177118 -0.00073061353911686201 0.0016135616231864941 0.0074496564455330374 -0.00029402565877741424 0.0029359429828860438 0.00084672740095413949 -0.0021419090463645945 -0.00072806962587668883 -0.0029557029572256574 0.0039491005778565244 -8.0944075428707676e-05 -0.00091171381359793401 -0.0011232503882988804 0.00056262916011375129 -0.00058386897376666114 leaf_weight=447579 148 128 223855 20131 199 336 109 219 38797 5735 2032 1052 190 117 184 120 136 904 197 693 261 2287 158 177 54514 2536 3582 7251 1919 leaf_count=447579 148 128 223855 20131 199 336 109 219 38797 5735 2032 1052 190 117 184 120 136 904 197 693 261 2287 158 177 54514 2536 3582 7251 1919 internal_value=0 2.50516e-07 -5.16093e-08 -1.83395e-05 0.000192873 0.000246366 -0.00163936 -0.00085935 -3.28485e-05 -0.000123118 0.000193307 0.000376277 0.00156161 0.000303832 0.000355222 0.00243715 0.00471399 -0.000741487 0.000310158 0.000218164 0.000479928 -0.000255301 0.000796471 0.0014779 -0.000165795 1.38718e-05 -0.000220854 5.52771e-05 0.000322702 internal_weight=0 815398 815270 352403 22652 22453 664 555 329751 105896 12585 10553 1242 21789 20768 440 256 1021 20328 9311 5996 3315 1028 870 93311 462867 15288 11706 9170 internal_count=815546 815398 815270 352403 22652 22453 664 555 329751 105896 12585 10553 1242 21789 20768 440 256 1021 20328 9311 5996 3315 1028 870 93311 462867 15288 11706 9170 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=30 num_cat=0 split_feature=3 4 3 3 3 4 3 4 5 4 4 43 3 3 4 5 3 3 3 4 5 7 3 4 3 43 3 22 3 split_gain=0.0449207 0.207858 0.172624 0.148765 0.0965501 0.195967 0.0508856 0.17618 0.088664 0.0626575 0.067323 0.195582 0.192442 0.564979 0.159159 0.298703 0.230564 0.134697 0.199105 0.0936233 0.721926 0.166015 0.153899 0.147965 0.381079 0.374722 0.527812 0.448252 0.535878 threshold=132.50000000000003 102.50000000000001 176.50000000000003 121.50000000000001 112.50000000000001 77.500000000000014 99.500000000000014 69.500000000000014 1.0000000180025095e-35 65.500000000000014 60.500000000000007 1.0000000180025095e-35 83.500000000000014 87.500000000000014 54.500000000000007 1.0000000180025095e-35 77.500000000000014 74.500000000000014 72.500000000000014 48.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 64.500000000000014 41.500000000000007 50.500000000000007 1.0000000180025095e-35 57.500000000000007 1.0000000180025095e-35 59.500000000000007 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 left_child=3 -2 -3 4 5 6 7 9 -8 10 12 -12 14 -14 16 -16 17 18 19 22 -21 -22 23 -1 -25 27 -27 -26 -29 right_child=1 2 -4 -5 -6 -7 8 -9 -10 -11 11 -13 13 -15 15 -17 -18 -19 -20 20 21 -23 -24 24 25 26 -28 28 -30 leaf_value=-1.2563520574855555e-06 -0.0046164988795022385 0.0033310888159988269 -0.0018011372711434462 0.0033573246967121538 -0.0026448801714518662 0.0043833395393163546 -0.0031800110150422703 0.004115901792941328 0.00068687656633207737 -0.0019428549851964129 0.0035835215004338897 -0.0017503784021495709 -0.0080072395168958015 0.0019941379688174022 0.0047521068322980272 -0.00073389077989674696 -0.0043122773650177424 0.0029766892684978973 -0.0037185472814599053 -0.0023798525097451649 0.0076485092597683591 0.002602599354794444 -0.0019075734449449232 -0.0038944293993448185 -0.0018434381861715838 0.0037508787230717358 -0.0037760059472380413 0.0077815461963346103 0.0011728662772752022 leaf_weight=810861 116 117 149 132 138 102 133 104 107 166 178 112 111 115 198 199 124 152 144 261 127 134 423 133 133 159 225 263 230 leaf_count=810861 116 117 149 132 138 102 133 104 107 166 178 112 111 115 198 199 124 152 144 261 127 134 423 133 133 159 225 263 230 internal_value=0 -0.00108415 0.00045627 5.08053e-07 -3.56066e-08 4.1229e-07 -1.36388e-07 2.92575e-07 -0.00145602 -2.32962e-07 1.63062e-07 0.00152353 -3.79668e-07 -0.00291804 4.30629e-07 0.0020022 -5.46421e-07 1.11013e-07 -4.4543e-07 2.13168e-07 0.00133902 0.00505789 -6.4704e-07 3.46342e-07 0.00113732 0.00179992 -0.000659405 0.00330851 0.00469839 internal_weight=0 382 266 815164 815032 814894 814792 814552 240 814448 814282 290 813992 226 813766 397 813369 813245 813093 812949 522 261 812427 812004 1143 1010 384 626 493 internal_count=815546 382 266 815164 815032 814894 814792 814552 240 814448 814282 290 813992 226 813766 397 813369 813245 813093 812949 522 261 812427 812004 1143 1010 384 626 493 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=30 num_cat=0 split_feature=0 4 0 29 4 12 36 0 0 20 4 0 36 0 0 4 4 43 4 4 4 12 0 0 7 4 4 0 4 split_gain=0.022168 0.299718 0.459256 0.446721 0.566089 0.50029 0.634278 0.454213 0.410599 0.543678 0.350005 0.345295 0.26086 0.492747 0.30585 0.48963 0.229449 0.677933 0.207886 0.183711 0.269643 0.164859 0.230639 0.14151 0.134395 0.201011 0.1901 0.105209 0.0922249 threshold=1473249600.0000002 19.500000000000004 1471003200.0000002 1.0000000180025095e-35 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1471780800.0000002 1471262400.0000002 1.0000000180025095e-35 34.500000000000007 1471953600.0000002 1.0000000180025095e-35 1472126400.0000002 1472644800.0000002 23.500000000000004 38.500000000000007 1.0000000180025095e-35 23.500000000000004 50.500000000000007 35.500000000000007 1.0000000180025095e-35 1470139200.0000002 1471608000.0000002 1.0000000180025095e-35 23.500000000000004 24.500000000000004 1470484800.0000002 16.500000000000004 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 left_child=1 28 16 4 8 -6 7 -7 -4 12 -8 -12 13 23 15 -14 21 27 -11 20 -9 -3 -23 -10 25 -24 -26 -18 -1 right_child=-2 2 3 -5 5 6 10 19 9 18 11 -13 14 -15 -16 -17 17 -19 -20 -21 -22 22 24 -25 26 -27 -28 -29 -30 leaf_value=2.0901235896095279e-05 -5.5038745671560181e-06 0.002037840207859003 0.0082232136949399164 0.0081362541008170065 -0.0055915093596873655 -0.005344701845965842 -0.00093759896680712697 -0.0018068683538585901 0.0061625564383575695 -0.0040038820457310364 0.009330441254213102 0.0025129051862138861 0.0045050627197391196 0.0018167598974233605 0.006041478995263006 -0.0042143215030002934 -0.0038380984226549586 0.0071120835081846627 0.0013242151924512454 -0.0027699260041117672 0.0050021744810594187 0.0020509864801493615 -0.00075854703149071351 0.011247836840861242 -0.0041842877800809218 -0.005396733465369132 0.0015329021901870482 0.00041496457665094312 -0.00088206277016881346 leaf_weight=76912 733771 115 131 104 148 204 125 100 112 149 127 179 120 204 114 139 121 135 144 111 139 118 141 107 100 277 139 112 1148 leaf_count=76912 733771 115 131 104 148 204 125 100 112 149 127 179 120 204 114 139 121 135 144 111 139 118 141 107 100 277 139 112 1148 internal_value=0 4.93865e-05 0.000926955 0.00172254 0.00143906 -0.000170461 0.000644072 -0.00159416 0.0029338 0.00229752 0.00352106 0.00534241 0.00365313 0.00535306 0.00172532 -0.000174452 -0.0006269 0.00147336 -0.0013853 0.000591868 0.0021532 -0.00149532 -0.0020196 0.00864715 -0.00275069 -0.00383218 -0.000859228 -0.00179371 7.62167e-06 internal_weight=0 81775 3715 2457 2353 1133 985 554 1220 1089 431 306 796 423 373 259 1258 368 293 350 239 890 775 219 657 418 239 233 78060 internal_count=815546 81775 3715 2457 2353 1133 985 554 1220 1089 431 306 796 423 373 259 1258 368 293 350 239 890 775 219 657 418 239 233 78060 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=30 num_cat=0 split_feature=3 0 0 3 3 18 0 3 29 1 1 1 20 3 3 3 0 1 1 0 0 0 3 0 0 3 0 0 33 split_gain=0.0460461 0.231764 0.525857 0.434548 0.293265 0.216365 0.253072 0.213746 0.166723 0.150878 0.150531 0.427887 0.554453 0.325411 0.27716 0.143709 0.141631 0.12272 0.410276 0.714069 0.318081 0.522508 0.502007 0.325621 0.177182 0.173251 0.141219 0.273782 0.131946 threshold=32.500000000000007 1472299200.0000002 1471780800.0000002 51.500000000000007 75.500000000000014 1.0000000180025095e-35 1471435200.0000002 40.500000000000007 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 50.500000000000007 72.500000000000014 50.500000000000007 1488801600.0000002 6.5000000000000009 5.5000000000000009 1484654400.0000002 1487592000.0000002 1489838400.0000002 54.500000000000007 1483012800.0000002 1495022400.0000002 37.500000000000007 1475150400.0000002 1480248000.0000002 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 left_child=-1 2 5 -4 -5 6 7 9 17 -2 11 12 13 -9 -15 -8 -10 18 28 -20 23 -22 24 25 -23 -19 -27 -28 -3 right_child=1 8 3 4 -6 -7 15 10 16 -11 -12 -13 -14 14 -16 -17 -18 20 19 -21 21 22 -24 -25 -26 26 27 -29 -30 leaf_value=3.3051777083159384e-06 0.0041101109322447043 -0.00035107964335461418 0.0067982837115932396 -0.0028350499940329589 0.0044966427835373621 0.0036900273072908978 -0.005695660179480911 -0.0062431999293586617 -0.0009078079445836401 -4.7596542885279452e-05 0.0022228550880440865 -0.0063373830667735418 0.004519911771999458 0.003269414988268788 -0.0038206575703168032 -0.00083929959731965766 -0.0055110706945646322 0.0044377525608676176 -0.0097459882257446163 0.0010749141879690192 -0.0075801192357846841 -0.0050541093992069368 0.005127774767525909 0.00590620113597695 0.00023623229466628897 0.0022689578713323533 -0.003989091378966028 0.002649606164544821 0.0013285062191855223 leaf_weight=800066 195 11259 236 116 103 141 126 133 168 158 145 136 177 120 102 118 111 108 124 120 103 120 144 168 134 163 164 100 488 leaf_count=800066 195 11259 236 116 103 141 126 133 168 158 145 136 177 120 102 118 111 108 124 120 103 120 144 168 134 163 164 100 488 internal_value=0 -0.000170824 0.000831989 0.00382128 0.000613189 -4.49477e-05 -0.000418445 0.000194411 -0.000320122 0.00224915 -0.000697747 -0.00133171 -5.20648e-05 -0.00233161 1.18141e-05 -0.00334709 -0.00273921 -0.000268972 -0.000365608 -0.00442423 0.000693454 -0.00123192 0.000410959 0.00206559 -0.00226314 0.000859565 -4.54572e-05 -0.00147443 -0.000281305 internal_weight=0 15480 2006 455 219 1551 1410 1166 13474 353 813 668 532 355 222 244 279 13195 11991 244 1204 501 398 703 254 535 427 264 11747 internal_count=815546 15480 2006 455 219 1551 1410 1166 13474 353 813 668 532 355 222 244 279 13195 11991 244 1204 501 398 703 254 535 427 264 11747 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=30 num_cat=0 split_feature=3 4 4 4 3 0 0 0 1 19 3 0 4 0 1 1 3 4 4 3 4 19 3 0 1 4 0 3 0 split_gain=0.0372974 0.680471 0.420741 0.40514 0.472397 0.708477 1.07687 0.90949 0.52847 0.501815 0.823007 1.02279 0.793824 0.464357 0.467416 0.461919 0.391219 0.431687 0.383278 0.402071 0.433628 0.918804 0.63923 1.00633 0.479201 0.336097 0.358812 1.59016 0.575484 threshold=32.500000000000007 29.500000000000004 26.500000000000004 22.500000000000004 25.500000000000004 1499342400.0000002 1496232000.0000002 1500811200.0000002 9.5000000000000018 1.0000000180025095e-35 30.500000000000004 1476187200.0000002 24.500000000000004 1480248000.0000002 1.5000000000000002 1.5000000000000002 38.500000000000007 33.500000000000007 18.500000000000004 42.500000000000007 23.500000000000004 1.0000000180025095e-35 33.500000000000007 1481112000.0000002 4.5000000000000009 31.500000000000004 1478174400.0000002 40.500000000000007 1491048000.0000002 decision_type=2 2 2 2 2 2 2 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 18 -1 13 6 8 -7 9 -6 -11 -12 -13 -5 -15 -8 17 -4 -2 20 21 -20 23 -22 -24 26 27 -18 -28 right_child=2 -3 16 4 5 7 15 -9 -10 10 11 12 -14 14 -16 -17 25 -19 19 -21 22 -23 24 -25 -26 -27 28 -29 -30 leaf_value=-9.8396573176652343e-07 0.0030393679438020628 -0.0079711628986944699 0.0016510441567852256 -0.0068754826355419615 0.0005289415960363107 -0.0084857027799767511 0.0045097651303286192 0.0035341834920713296 -0.0052836818036512802 0.0053999455028505474 0.0071146554211154586 -0.010894767643883824 0.00034596944922173518 -0.0026952607615658482 0.0052614121986305825 0.013111340385817348 0.0070266699019008979 -0.0044945295917424412 -0.00099937773764915104 0.0025598317743622387 0.011432050923816861 -0.0076465694855150151 -0.0026568622518060138 -0.0011173619334927975 0.0028375858387507096 0.00010108677753933431 -0.0048219026689005247 -0.0028220338328175361 -0.00018844309208738009 leaf_weight=795990 194 107 2064 137 1804 155 154 106 118 670 125 100 169 213 113 105 239 121 504 217 100 354 1118 177 185 8612 551 522 522 leaf_count=795990 194 107 2064 137 1804 155 154 106 118 670 125 100 169 213 113 105 239 121 504 217 100 354 1118 177 185 8612 551 522 522 internal_value=0 2.97466e-06 -0.000153742 4.04126e-06 0.00101186 0.00140832 0.00181147 -0.00360406 0.00127496 0.0015448 0.00326719 -0.000359584 -0.00383274 -0.00199026 6.27271e-05 0.00799689 9.38574e-05 0.00131072 -0.00125147 -0.001565 -0.00193214 -0.00374193 -0.000949359 0.00341311 -0.00187676 -0.000160674 -0.00138984 0.000271054 -0.00256779 internal_weight=0 800066 15480 799959 3969 3506 3245 261 2986 2868 1064 394 269 463 326 259 12631 2185 2849 2655 2438 858 1580 277 1303 10446 1834 761 1073 internal_count=815546 800066 15480 799959 3969 3506 3245 261 2986 2868 1064 394 269 463 326 259 12631 2185 2849 2655 2438 858 1580 277 1303 10446 1834 761 1073 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=30 num_cat=0 split_feature=1 4 36 4 1 4 12 4 4 4 21 4 4 1 1 4 27 4 36 36 7 17 4 4 39 37 27 1 1 split_gain=0.0208444 0.0208528 0.160556 0.0716817 0.174706 0.0455181 0.0216068 0.0516269 0.0933912 0.214367 0.0739932 0.0326827 0.235025 0.224698 0.326819 0.29967 0.226649 0.318445 0.46064 0.216714 0.394147 0.377715 0.308777 0.21317 0.331906 0.330784 0.288641 0.213127 0.205613 threshold=291.50000000000006 96.500000000000014 1.0000000180025095e-35 82.500000000000014 1.5000000000000002 75.500000000000014 1.0000000180025095e-35 56.500000000000007 44.500000000000007 40.500000000000007 1.0000000180025095e-35 28.500000000000004 29.500000000000004 1.5000000000000002 10.500000000000002 30.500000000000004 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 40.500000000000007 37.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 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 left_child=1 3 -3 5 -5 6 7 8 9 -1 -10 -8 28 15 16 -14 -15 18 -18 21 22 23 -21 24 -17 26 -25 -19 -13 right_child=-2 2 -4 4 -6 -7 11 -9 10 -11 -12 12 13 14 -16 19 17 27 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 leaf_value=2.4442806477830793e-05 0.0013346584303837875 -0.0032130667405823872 0.0012112047379188116 0.0048430478534725145 -0.00076482412176298326 -0.0015773099396744223 -1.3243934522011501e-05 0.0019056946656360509 -0.00046632079867146961 0.0039957858526202686 -0.0039038564098278447 0.0035673335151248306 -0.0032160748196635538 -0.0011078281552614046 -0.0021778812650818579 -0.00020068757095282057 0.00094655148521827096 0.00040106496277178311 0.0098733338043093689 -0.0068666487496294492 -0.00034183643948158999 0.0050405432550893357 -0.00042712864664009242 0.00050574914294546883 0.0042781765398075761 0.00088917967044041014 -0.0048467812904326082 0.0023874939655712012 6.8554247301493853e-05 leaf_weight=230989 117 150 181 102 122 183 574090 146 153 136 106 368 362 498 389 455 137 2153 100 180 1906 173 127 159 260 499 275 721 309 leaf_count=230989 117 150 181 102 122 183 574090 146 153 136 106 368 362 498 389 455 137 2153 100 180 1906 173 127 159 260 499 275 721 309 internal_value=0 -1.91501e-07 -0.000793752 1.30753e-07 0.00178876 -3.60922e-07 -6.69984e-09 2.58391e-05 2.46529e-05 2.67796e-05 -0.00187319 -1.02681e-05 0.000178065 3.35082e-05 0.000576036 -0.000459901 0.00087287 0.00118993 0.00471313 -0.00021257 -0.000877443 0.000595429 -0.00420274 0.0001288 0.00142799 -0.000866828 -0.00288583 0.0008994 0.0019704 internal_weight=0 815429 331 815098 224 814874 814691 231530 231384 231125 259 583161 9071 8394 3998 4396 3609 3111 237 4034 2213 1821 307 1648 715 933 434 2874 677 internal_count=815546 815429 331 815098 224 814874 814691 231530 231384 231125 259 583161 9071 8394 3998 4396 3609 3111 237 4034 2213 1821 307 1648 715 933 434 2874 677 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=30 num_cat=0 split_feature=3 4 4 3 12 3 36 1 4 19 3 3 1 4 19 4 4 19 4 3 1 9 36 3 19 36 4 3 19 split_gain=0.0402636 0.543712 0.43191 0.711872 0.607551 0.475414 0.413117 0.410632 0.863102 0.480494 0.541238 0.416618 0.481843 0.399165 0.398178 0.394558 0.485856 0.731211 0.460018 0.833811 0.534095 0.354466 0.339444 0.316957 0.752945 0.656919 0.351187 0.835586 0.948173 threshold=26.500000000000004 24.500000000000004 18.500000000000004 20.500000000000004 1.0000000180025095e-35 24.500000000000004 1.0000000180025095e-35 1.5000000000000002 22.500000000000004 1.0000000180025095e-35 23.500000000000004 25.500000000000004 6.5000000000000009 21.500000000000004 1.0000000180025095e-35 14.500000000000002 22.500000000000004 1.0000000180025095e-35 20.500000000000004 29.500000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 16.500000000000004 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 left_child=1 2 23 6 5 13 -4 9 11 -6 -11 12 -9 14 -5 -2 17 -17 20 -20 -19 -21 -12 26 -25 -26 -1 -28 -29 right_child=15 -3 3 4 7 -7 -8 8 -10 10 22 -13 -14 -15 -16 16 -18 18 19 21 -22 -23 -24 24 25 -27 27 28 -30 leaf_value=-2.0379480789468796e-06 0.0045309275488317428 -0.0057360728675231454 -0.0057937536455418539 -0.0030973361233267455 1.7137542241930399e-05 0.0017644435313951155 -0.00032400268078466377 0.0039466178264391969 0.0096909140226092531 0.0060442114644477856 0.0034897056952370021 -0.0016829852964729071 -0.0017313955472049753 -0.0074262957955571881 0.0037741506537585928 -5.6345404779020574e-05 5.7201212929907752e-05 -0.0019161210581351798 0.0023742434146811621 -0.0015454694518153179 -0.0069214416453186964 -0.0070875836822403534 -0.001515958171337843 0.00013396011160107292 -0.0034836759579295489 -0.00024116229546654102 -0.0012738759954894813 0.00028378405959060115 0.0029141707775985778 leaf_weight=772993 180 165 224 324 1648 377 360 932 176 339 267 225 178 141 114 2542 18002 434 383 271 419 201 275 4225 1410 1122 1700 3764 2155 leaf_count=772993 180 165 224 324 1648 377 360 932 176 339 267 225 178 141 114 2542 18002 434 383 271 419 201 275 4225 1410 1122 1700 3764 2155 internal_value=0 3.73679e-06 4.93115e-06 0.000881621 0.00126779 -0.000999159 -0.00242199 0.00180423 0.00310853 0.00102495 0.00291016 0.00224074 0.00303609 -0.0027986 -0.00130887 -0.000132119 -0.000169839 -0.00113153 -0.00273172 -0.0010925 -0.00437477 -0.00390556 0.000949932 -1.28186e-06 -0.00068323 -0.00204683 4.62111e-06 0.000680222 0.00124146 internal_weight=0 793114 792949 5580 4996 956 584 4040 1511 2529 881 1335 1110 579 438 22432 22252 4250 1708 855 853 472 542 787369 6757 2532 780612 7619 5919 internal_count=815546 793114 792949 5580 4996 956 584 4040 1511 2529 881 1335 1110 579 438 22432 22252 4250 1708 855 853 472 542 787369 6757 2532 780612 7619 5919 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=30 num_cat=0 split_feature=3 3 3 1 3 1 3 3 1 1 1 1 3 3 3 8 1 17 3 22 3 3 1 36 3 1 3 3 6 split_gain=0.0421039 0.152756 0.195144 0.19994 0.19427 0.142537 0.116469 0.288014 0.240317 0.0978004 0.0932852 0.11802 0.0841941 0.205928 0.193656 0.268035 0.239954 0.213911 0.593465 0.160609 0.776986 0.268401 0.176397 1.77671 0.690064 0.278779 0.849248 0.684199 0.412465 threshold=48.500000000000007 50.500000000000007 51.500000000000007 1.5000000000000002 52.500000000000007 1.5000000000000002 53.500000000000007 54.500000000000007 1.5000000000000002 25.500000000000004 3.5000000000000004 1.5000000000000002 56.500000000000007 55.500000000000007 57.500000000000007 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 79.500000000000014 1.0000000180025095e-35 99.500000000000014 170.50000000000003 4.5000000000000009 1.0000000180025095e-35 77.500000000000014 2.5000000000000004 95.500000000000014 126.50000000000001 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 left_child=-1 10 3 -3 5 -4 8 -8 -6 12 11 -2 13 -9 -14 16 17 19 -19 20 -16 22 25 24 -24 27 -27 28 -21 right_child=1 2 4 -5 6 -7 7 9 -10 -11 -12 -13 14 -15 15 -17 -18 18 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 leaf_value=2.0579746925456884e-06 -0.0022706401961468474 0.0047045916517508453 -0.00086552644760996822 -0.00050995632808542612 -0.00087303937996612555 -0.0057780920050849787 -0.0036846538587461081 0.00069038889934800232 0.0053584384361443959 0.0029545552303733413 -0.0044845310829225047 0.0010496712352379073 0.0031824187822285634 -0.0039507148286919919 0.004040460906624091 -0.003724257759938036 -0.0042911837538403856 0.0012978505748303215 -0.0066267728266056359 -8.6776299046752311e-05 -0.0048761068850638363 0.0051261363515200525 -0.0077349076727472686 0.011283855315353444 0.002588232171523278 -0.0046368973332580957 0.0049271059037794265 -0.0074968944437039846 0.0036307449421175437 leaf_weight=808910 332 166 135 132 134 105 228 199 115 106 105 158 184 184 424 198 124 223 164 1598 127 104 138 134 122 399 121 110 367 leaf_count=808910 332 166 135 132 134 105 228 199 115 106 105 158 184 184 424 198 124 223 164 1598 127 104 138 134 122 399 121 110 367 internal_value=0 -0.000250861 -0.000100287 0.00239479 -0.000229755 -0.00301477 -0.000108293 -0.000208445 0.00200495 -5.07501e-05 -0.00177963 -0.00120001 -0.000115499 -0.00153928 4.69278e-06 -0.000129629 4.16677e-05 0.000174953 -0.00206039 0.000412351 0.00198528 0.000132142 -4.162e-05 0.00192991 -0.00289097 -0.000340958 -0.00241143 0.000177907 0.000607539 internal_weight=0 6636 6041 298 5743 240 5503 5254 249 5026 595 490 4920 383 4537 4353 4155 4031 387 3644 551 3093 2989 394 260 2595 520 2075 1965 internal_count=815546 6636 6041 298 5743 240 5503 5254 249 5026 595 490 4920 383 4537 4353 4155 4031 387 3644 551 3093 2989 394 260 2595 520 2075 1965 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=30 num_cat=0 split_feature=0 41 0 0 20 17 0 0 0 0 0 0 17 0 0 21 0 0 21 21 27 24 0 6 27 0 12 27 0 split_gain=0.0175001 0.0290753 0.103137 0.104635 0.0651013 0.0642418 0.0607768 0.0470566 0.0439277 0.0837922 0.0389167 0.0911238 0.0617718 0.048656 0.0281329 0.0374896 0.0368297 0.0362985 0.0278166 0.026843 0.0389741 0.0209037 0.0268439 0.053491 0.0698537 0.027265 0.0469595 0.0611227 0.0194963 threshold=1482148800.0000002 1.0000000180025095e-35 1494936000.0000002 1493812800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1493208000.0000002 1493553600.0000002 1491480000.0000002 1491048000.0000002 1487764800.0000002 1486900800.0000002 1.0000000180025095e-35 1488110400.0000002 1498392000.0000002 1.0000000180025095e-35 1497700800.0000002 1497441600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1480161600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1480593600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1487419200.0000002 decision_type=2 2 2 2 2 2 2 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 6 -5 14 8 -8 9 10 11 12 -3 -12 15 16 17 -4 -10 20 -13 -1 -23 25 -25 26 27 -24 -22 right_child=1 2 5 4 -6 -7 7 -9 18 -11 13 19 -14 -15 -16 -17 -18 -19 -20 -21 28 22 23 24 -26 -27 -28 -29 -30 leaf_value=1.2011477646481031e-05 -8.8625143705387982e-06 -0.00025358609103417481 0.00046994819324626337 -0.0010254754465901566 -0.0033713715021431259 0.0019289001778233798 0.0021111225707589588 -0.00020314043804480679 -0.0014446302715085818 0.0021931971985589584 -0.0023027337226357212 -0.00015368954794925036 -0.002116022589587041 -0.00055197376923673809 -0.00014730180584012972 -0.00021899633084235755 0.0012783433083156936 -0.001038680986490952 -3.295576071708483e-05 -0.0002147879535669972 0.002714334611639722 7.0177725421269891e-05 -3.6185000801809357e-05 -2.028475229384309e-05 0.0026072600056557182 3.5448398433344325e-05 -0.00051114941865430721 0.0032012414330433395 0.0010653912221934947 leaf_weight=364613 427147 4185 1463 446 161 200 183 169 542 136 182 111 186 1242 2466 947 510 179 188 128 176 7627 101 176 238 1452 133 138 121 leaf_count=364613 427147 4185 1463 446 161 200 183 169 542 136 182 111 186 1242 2466 947 510 179 188 128 176 7627 101 176 238 1452 133 138 121 internal_value=0 -1.34976e-05 -0.000155718 -0.000384559 -0.0016477 0.000168033 -0.000282992 0.00100001 -0.000345743 -0.000262738 -0.000315496 -0.000181935 -0.000332839 -0.000775737 0.000104749 0.000305317 0.000536043 0.000305487 -0.00108108 0.00104866 0.00144504 1.58977e-05 0.000159535 0.000464058 0.00149024 0.000231143 0.000994983 0.00183312 0.00204254 internal_weight=0 441068 13921 8156 607 5765 7549 352 7197 6467 6331 4907 4371 1424 5565 3099 2152 1642 730 536 408 374478 9865 2238 414 1824 372 239 297 internal_count=815546 441068 13921 8156 607 5765 7549 352 7197 6467 6331 4907 4371 1424 5565 3099 2152 1642 730 536 408 374478 9865 2238 414 1824 372 239 297 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=30 num_cat=0 split_feature=3 4 3 4 3 4 3 3 4 3 3 4 9 3 3 4 20 3 4 4 4 27 3 27 4 3 27 43 3 split_gain=0.0348161 0.120605 0.140347 0.107336 0.0482626 0.175497 0.107632 0.058699 0.102508 0.403203 0.347522 0.1344 0.291048 0.427939 0.214758 0.522582 0.285414 0.548658 0.384158 0.182006 0.142087 0.370906 0.345908 0.454925 0.321121 0.57849 0.552304 0.294493 0.278913 threshold=163.50000000000003 98.500000000000014 129.50000000000003 80.500000000000014 99.500000000000014 69.500000000000014 107.50000000000001 94.500000000000014 60.500000000000007 83.500000000000014 83.500000000000014 51.500000000000007 1.0000000180025095e-35 76.500000000000014 66.500000000000014 42.500000000000007 1.0000000180025095e-35 69.500000000000014 48.500000000000007 53.500000000000007 41.500000000000007 1.0000000180025095e-35 54.500000000000007 1.0000000180025095e-35 36.500000000000007 50.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 42.500000000000007 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 left_child=1 2 3 4 5 7 -6 8 9 11 -10 14 13 19 20 -16 17 -17 -19 -13 22 -22 24 -24 25 -1 -27 -23 -26 right_child=-2 -3 -4 -5 6 -7 -8 -9 10 -11 -12 12 -14 -15 15 16 -18 18 -20 -21 21 27 23 -25 28 26 -28 -29 -30 leaf_value=1.8836654470523545e-07 -0.0013292424182223185 0.0031187648284098798 -0.003571860750830224 0.0024087819182691543 -0.0027940164661493291 0.0039762796852989375 0.000614026748161349 -0.0023873324251679467 -0.0020267941233060964 -0.0045127827980475637 0.0041275303716471808 0.000707074417732656 0.0041495463626104812 0.0041447081580394656 0.0043966505917653982 0.0033515925999797352 -0.0066675561650820173 -0.0090994869430477809 -0.0010128020734905645 -0.0040189044718541697 -0.0023336861693215643 0.0029816487892511904 0.0026946275313045609 -0.0034763268053491351 -0.002990355715702853 0.0021452709424274615 -0.0063532895887263617 -0.00022801020176686361 0.0021523863733184183 leaf_weight=808605 197 124 110 185 191 111 180 103 154 198 227 138 247 164 112 140 159 104 135 199 275 737 151 572 117 107 268 467 1069 leaf_count=808605 197 124 110 185 191 111 180 103 154 198 227 138 247 164 112 140 159 104 135 199 275 737 151 572 117 107 268 467 1069 internal_value=0 3.21164e-07 -1.53168e-07 3.28835e-07 -2.17916e-07 3.01447e-07 -0.00114052 -2.40434e-07 6.14904e-08 -7.06111e-07 0.00163996 3.91737e-07 0.00134022 -4.48175e-05 -8.40943e-07 -0.0018178 -0.00311151 -0.00161966 -0.00453169 -0.00208364 6.12858e-07 0.000979872 -1.17324e-06 -0.00218751 7.77873e-07 -1.6327e-06 -0.00392837 0.00173671 0.00164505 internal_weight=0 815349 815225 815115 814930 814559 371 814448 814345 813964 381 813766 748 501 813018 650 538 379 239 337 812368 1479 810889 723 810166 808980 375 1204 1186 internal_count=815546 815349 815225 815115 814930 814559 371 814448 814345 813964 381 813766 748 501 813018 650 538 379 239 337 812368 1479 810889 723 810166 808980 375 1204 1186 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=30 num_cat=0 split_feature=4 4 4 0 0 0 0 0 4 19 4 0 4 32 33 0 0 0 0 0 19 36 36 0 4 6 0 0 0 split_gain=0.0183716 0.0450894 0.0281359 0.24069 0.549273 0.317069 0.386635 0.578084 0.282908 0.363258 0.0440225 0.0255894 0.0233208 0.185972 0.157412 0.159944 0.409352 0.343067 0.490649 0.565202 0.805734 0.453636 0.421901 0.414737 0.365787 0.35069 0.503525 0.400399 0.336413 threshold=122.00000000000001 93.500000000000014 62.500000000000007 1495886400.0000002 1489838400.0000002 1484827200.0000002 1481198400.0000002 1476532800.0000002 74.500000000000014 1.0000000180025095e-35 60.500000000000007 1478520000.0000002 28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1475668800.0000002 1473768000.0000002 1478001600.0000002 1480507200.0000002 1482148800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1484481600.0000002 36.500000000000007 1.0000000180025095e-35 1476878400.0000002 1476360000.0000002 1483963200.0000002 decision_type=2 2 2 2 2 2 2 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 10 4 5 6 7 8 9 -4 12 -3 -1 14 15 16 -14 25 -19 20 22 -22 -20 28 -24 26 27 -17 -21 right_child=-2 11 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 17 -18 18 19 23 21 -23 24 -25 -26 -27 -28 -29 -30 leaf_value=-1.7046847598254923e-06 -0.0011140449576683947 0.00040800495106460793 0.0021705071285336476 -0.0050358104972028231 0.0069118778577403122 -0.0055508540784258674 0.0054231739290050074 -0.0063307327754016408 0.0037418718987647544 -0.0058944207118842209 0.0017610519294771301 0.0025974175874509068 0.00034504504599185154 -0.0036638947286909184 0.0022429731145146457 0.0015112432353780606 -0.0022954685292578018 -0.002233571334598553 0.010915523113412713 -0.0011337997577241642 -0.0025211490747800731 0.0050634095649259685 0.007690485867802516 0.00042754880013879293 -0.00016849859585535938 0.0071139081739877864 0.0047166552120710128 -0.0057764710368750204 -0.0069036813220009208 leaf_weight=804205 148 112 122 106 102 123 109 153 187 103 142 102 1760 126 364 200 881 762 131 442 261 113 121 3916 116 132 255 121 131 leaf_count=804205 148 112 122 106 102 123 109 153 187 103 142 102 1760 126 364 200 881 762 131 442 261 113 121 3916 116 132 255 121 131 internal_value=0 2.02207e-07 -1.78799e-07 -0.000528964 2.43261e-06 -0.000881838 -2.97768e-05 -0.00108176 0.000867492 -0.00152144 4.73919e-07 0.00145156 1.66805e-07 0.000153245 0.000202797 0.000123304 -0.000535793 0.000383068 0.000137137 0.000482478 0.00303919 -0.000229558 0.00636124 5.98707e-05 0.00384389 0.0024648 0.00139938 -0.00123584 -0.00245292 internal_weight=0 815398 815184 1005 899 797 674 565 412 225 814179 214 814037 9832 9706 9342 2641 6701 5993 5231 742 374 368 4489 237 708 576 321 573 internal_count=815546 815398 815184 1005 899 797 674 565 412 225 814179 214 814037 9832 9706 9342 2641 6701 5993 5231 742 374 368 4489 237 708 576 321 573 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=30 num_cat=0 split_feature=3 3 3 3 3 3 3 3 3 3 3 23 3 3 3 3 3 3 3 5 5 3 3 3 15 3 3 3 5 split_gain=0.0378736 0.109234 0.0423516 0.0991497 0.0756161 0.0576792 0.0631862 0.0614523 0.0643135 0.149268 0.0582426 0.231625 0.149937 0.124465 0.112359 0.222174 0.210045 0.168948 0.193288 0.108406 0.106586 0.0592487 0.094779 0.121099 0.0928085 0.104242 0.225876 0.0994577 0.0508542 threshold=203.50000000000003 146.50000000000003 121.50000000000001 112.50000000000001 132.50000000000003 98.500000000000014 102.50000000000001 94.500000000000014 87.500000000000014 90.500000000000014 48.500000000000007 1.0000000180025095e-35 84.500000000000014 69.500000000000014 52.500000000000007 53.500000000000007 54.500000000000007 51.500000000000007 50.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 55.500000000000007 56.500000000000007 57.500000000000007 1.0000000180025095e-35 74.500000000000014 72.500000000000014 67.500000000000014 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 left_child=1 2 3 5 -4 7 -7 8 10 -10 -1 12 14 20 17 19 -17 18 -12 -16 -13 -18 -23 -24 25 26 27 -25 -20 right_child=-2 -3 4 -5 -6 6 -8 -9 9 -11 11 13 -14 -15 15 16 21 -19 28 -21 -22 22 23 24 -26 -27 -28 -29 -30 leaf_value=1.8038925574964606e-06 0.0019082010580370062 -0.0024912553405473858 0.0029256255337686251 -0.0026803052741224353 -0.00069954065191125795 0.0032695516444404015 0.00037143473325594633 -0.0021576689212286673 0.0042505454914323216 -0.00051266786697516708 -0.0018126215313453463 -0.0015834771012161815 -0.0038980946962538206 0.0040945288579058931 0.0052958371230668513 -0.0035637712123942076 0.0015698974868304173 -0.0038994807385579616 1.5000435647315686e-05 0.00076819267123937615 0.0016842849268176082 -0.0026251667872115615 0.0024312721481714065 -0.00095021162489834852 0.0019770798747722777 0.00066446067090907652 -0.004268157163879566 0.00085446274102236701 0.0028951841931261903 leaf_weight=808910 104 176 132 138 102 110 238 132 116 152 527 142 132 141 101 199 176 215 113 111 336 168 167 1251 161 581 177 404 134 leaf_count=808910 104 176 132 138 102 110 238 132 116 152 527 142 132 141 101 199 176 215 113 111 336 168 167 1251 161 581 177 404 134 internal_value=0 -2.43368e-07 2.94393e-07 -9.18015e-08 0.00134542 3.62085e-07 0.00128751 -1.87824e-07 1.6186e-07 0.00154902 -3.47992e-07 -0.000332793 -0.000576326 0.00148367 -0.000478562 -0.000212345 -0.000414893 -0.00141961 -0.000730752 0.00292523 0.000713527 -0.000211772 -0.000319567 -0.000178253 -0.000347558 -0.000502662 -0.000872803 -0.000509675 0.00157753 internal_weight=0 815442 815266 815032 234 814894 348 814546 814414 268 814146 5236 4617 619 4485 3496 3284 989 774 212 478 3085 2909 2741 2574 2413 1832 1655 247 internal_count=815546 815442 815266 815032 234 814894 348 814546 814414 268 814146 5236 4617 619 4485 3496 3284 989 774 212 478 3085 2909 2741 2574 2413 1832 1655 247 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=30 num_cat=0 split_feature=1 4 4 7 4 1 1 4 1 1 1 7 4 4 4 1 4 4 4 32 1 4 24 4 33 27 8 22 1 split_gain=0.0195117 0.0658261 0.235798 0.299452 0.146994 0.378169 0.0819374 0.0626383 0.0343265 0.025945 0.0720065 0.151834 0.0445242 0.038679 0.0878043 0.041411 0.0908793 0.0272398 0.0317091 0.191495 0.136167 0.244381 0.104183 0.257819 0.105981 0.176724 0.155464 0.473693 0.152826 threshold=27.500000000000004 13.500000000000002 9.5000000000000018 1.0000000180025095e-35 21.500000000000004 89.500000000000014 72.500000000000014 8.5000000000000018 26.500000000000004 25.500000000000004 24.500000000000004 1.0000000180025095e-35 2.5000000000000004 119.00000000000001 93.500000000000014 23.500000000000004 2.5000000000000004 85.500000000000014 28.500000000000004 1.0000000180025095e-35 11.500000000000002 35.500000000000007 1.0000000180025095e-35 37.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=8 2 7 -4 6 -6 -3 -2 9 10 13 -12 -11 14 15 17 -17 18 -1 20 22 -22 24 -24 25 28 -27 -28 -20 right_child=1 4 3 -5 5 -7 -8 -9 -10 12 11 -13 -14 -15 -16 16 -18 -19 19 -21 21 -23 23 -25 -26 26 27 -29 -30 leaf_value=-3.4501100730665783e-06 0.00019362264528770054 -0.0044535750054840954 0.0068564810480322112 -0.00015021817298696899 0.0036420303671920334 -0.003594592626392841 -0.00063972185816965068 -0.0022407995386014659 -0.0012827136851224364 -0.00010760788005521544 -0.0035829649837210383 0.0012636257532398709 0.0026114688616147657 -0.0016172175383749041 0.0021267281057908366 -0.00036363364863860234 0.00317466635531095 -0.0014378119292704277 -0.0011419262202192191 -0.0036003120847508535 -0.0014963045530021193 0.0047269939041930682 0.00095578026912537307 -0.0046679670234904599 0.001855348637725815 0.00044673614810344535 -0.0070319362213475669 0.00052338987649952777 0.0022569229144583877 leaf_weight=797590 4949 129 121 123 171 125 100 108 209 145 161 108 103 148 194 166 129 132 1409 133 100 171 180 149 380 7548 114 305 146 leaf_count=797590 4949 129 121 123 171 125 100 108 209 145 161 108 103 148 194 166 129 132 1409 133 100 171 180 149 380 7548 114 305 146 internal_value=0 0.00018235 0.000288132 0.00332442 -0.000885753 0.000586024 -0.00278814 0.000141632 -1.31202e-06 -9.81188e-07 -1.29459e-06 -0.00163712 0.00102169 -7.50654e-07 -4.54878e-07 -9.65201e-07 0.00118362 -1.3975e-06 -1.16291e-06 0.00017037 0.000218123 0.00243057 0.000159519 -0.00159114 0.000217686 0.000152331 0.000342658 -0.00153224 -0.000822806 internal_weight=0 5826 5301 244 525 296 229 5057 809720 809511 809263 269 248 808994 808846 808652 295 808357 808225 10635 10502 271 10231 329 9902 9522 7967 419 1555 internal_count=815546 5826 5301 244 525 296 229 5057 809720 809511 809263 269 248 808994 808846 808652 295 808357 808225 10635 10502 271 10231 329 9902 9522 7967 419 1555 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=30 num_cat=0 split_feature=3 14 0 0 0 27 1 36 1 0 1 0 36 1 0 1 0 0 0 1 1 0 27 3 36 3 7 3 3 split_gain=0.0364863 0.112595 0.236645 0.556467 0.262605 0.305026 0.166318 0.160075 0.123281 0.271508 0.109581 0.408822 0.364343 0.263789 0.240231 0.22933 0.142735 0.108021 0.258637 0.540335 0.51577 0.250288 0.278962 0.295904 0.374506 0.310615 0.49476 0.28249 0.240677 threshold=10.500000000000002 1.0000000180025095e-35 1485345600.0000002 1480680000.0000002 1495108800.0000002 1.0000000180025095e-35 38.500000000000007 1.0000000180025095e-35 98.500000000000014 1488801600.0000002 21.500000000000004 1489320000.0000002 1.0000000180025095e-35 16.500000000000004 1481630400.0000002 15.500000000000002 1501502400.0000002 1472817600.0000002 1471780800.0000002 5.5000000000000009 8.5000000000000018 1474286400.0000002 1.0000000180025095e-35 24.500000000000004 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 27.500000000000004 38.500000000000007 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 left_child=-1 6 3 7 5 -4 10 -3 -8 -10 13 12 -12 15 -15 16 17 18 -2 -20 -21 22 -19 25 27 -24 -27 -25 -29 right_child=1 2 4 -5 -6 -7 8 -9 9 -11 11 -13 -14 14 -16 -17 -18 21 19 20 -22 -23 23 24 -26 26 -28 28 -30 leaf_value=7.1474650236444985e-06 -0.00013446252943742832 -0.0019262907761044468 0.0015876070807560331 0.0072567791010806106 0.0029477928804218755 -0.0052878629358062484 -0.0031007421860945188 0.0018168354403121007 -0.0025039526476954661 0.0038012007602824353 0.0031005987848825873 0.0059929143632429516 -0.0034188351709701081 -6.0448909710560531e-05 -0.005176563991503332 0.0045235816022987825 -0.002383407206883553 0.00052816642459470862 0.00059205545365833461 0.0096667335389700165 0.00050034030083272803 -5.2883854139558745e-05 -0.00071178941272185712 0.0067202584724873312 -0.0016014687975698695 -0.0050569046478849012 -0.0009176851667738944 -0.0020144843059497772 0.0027151639569852064 leaf_weight=731964 6418 178 104 160 119 170 314 319 192 106 159 140 186 175 193 109 265 1153 3401 133 114 66047 1043 100 676 608 550 178 272 leaf_count=731964 6418 178 104 160 119 170 314 319 192 106 159 140 186 175 193 109 265 1153 3401 133 114 66047 1043 100 676 608 550 178 272 internal_value=0 -6.25935e-05 0.000966416 0.00212751 -0.000974652 -0.0026782 -7.56849e-05 0.000476239 -0.00171808 -0.00026118 -6.3415e-05 0.00143526 -0.000414226 -7.23406e-05 -0.00274363 -6.02144e-05 -6.6386e-05 -5.87767e-05 0.000247697 0.000920037 0.00543609 -0.000102456 -0.000817329 -0.00127002 -2.49761e-05 -0.00196353 -0.00309095 0.00191268 0.000844325 internal_weight=0 83582 1050 657 393 274 82532 497 612 298 81920 485 345 81435 368 81067 80958 80693 10066 3648 247 70627 4580 3427 1226 2201 1158 550 450 internal_count=815546 83582 1050 657 393 274 82532 497 612 298 81920 485 345 81435 368 81067 80958 80693 10066 3648 247 70627 4580 3427 1226 2201 1158 550 450 is_linear=0 shrinkage=0.1 Tree=197 num_leaves=30 num_cat=0 split_feature=3 3 3 3 3 3 3 3 3 36 3 23 1 1 36 15 42 3 3 1 3 6 3 1 3 42 3 19 3 split_gain=0.0355186 0.0916643 0.0319504 0.0807736 0.0638098 0.0450158 0.0519354 0.0511265 0.0501151 0.183314 0.0556892 0.204139 0.149668 0.54848 0.334745 0.220154 0.157158 0.35653 0.274665 0.272895 0.180319 0.147961 0.213983 0.206 0.148291 0.152545 0.138873 0.118768 0.102428 threshold=203.50000000000003 146.50000000000003 121.50000000000001 112.50000000000001 132.50000000000003 98.500000000000014 102.50000000000001 94.500000000000014 87.500000000000014 1.0000000180025095e-35 48.500000000000007 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 60.500000000000007 56.500000000000007 11.500000000000002 70.500000000000014 1.0000000180025095e-35 59.500000000000007 1.5000000000000002 55.500000000000007 1.0000000180025095e-35 58.500000000000007 1.0000000180025095e-35 69.500000000000014 decision_type=2 2 2 2 2 2 2 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 -4 7 -7 8 10 -10 -1 12 13 15 -15 21 18 -18 -14 20 -20 24 27 -24 25 -12 -17 -23 -13 right_child=-2 -3 4 -5 -6 6 -8 -9 9 -11 11 28 16 14 -16 26 17 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 leaf_value=1.8184406100467231e-06 0.0018479209930564349 -0.0022821378195658328 0.0026201990969253307 -0.0024192035469847422 -0.0007099575045810757 0.0029343776506456465 0.00030691530183740278 -0.0019680444992528382 0.0040023542079318285 -0.0012285042818014822 -0.0031911049732231051 0.00068127628131238677 0.0030951232420788569 -0.0024115749732266335 -0.009620008112193601 2.0765064930258034e-05 -0.0010126323634458165 0.0065553817532956601 -0.0060330559852133907 0.0023922063036874502 -0.00056577216359382531 0.0049429795617048728 0.00083038155156584306 -0.0046883548423647878 -0.00043310020582336807 -0.00072214821567862116 0.0049792850969116323 0.0005599863739917055 0.0037484054066032725 leaf_weight=808910 104 176 132 138 102 110 238 132 133 135 499 478 165 172 103 111 124 125 140 106 106 138 209 100 1790 502 115 112 141 leaf_count=808910 104 176 132 138 102 110 238 132 133 135 499 478 165 172 103 111 124 125 140 106 106 138 209 100 1790 502 115 112 141 internal_value=0 -2.3568e-07 2.56938e-07 -7.84975e-08 0.00116859 3.31175e-07 0.00113744 -1.54632e-07 1.64323e-07 0.00136741 -2.85745e-07 -0.000325362 -0.000553989 -0.000807919 -0.00511146 -0.000476969 0.000722619 0.00278657 -0.000271432 -0.00184951 -0.00367723 -0.000680766 0.000804229 -0.000955617 -0.00097819 -0.00195293 0.00254391 0.0029794 0.00137993 internal_weight=0 815442 815266 815032 234 814894 348 814546 814414 268 814146 5236 4617 3851 275 3576 766 249 517 352 246 3350 559 309 2791 1001 226 250 619 internal_count=815546 815442 815266 815032 234 814894 348 814546 814414 268 814146 5236 4617 3851 275 3576 766 249 517 352 246 3350 559 309 2791 1001 226 250 619 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=30 num_cat=0 split_feature=3 0 29 3 0 17 0 19 1 0 0 19 0 1 29 0 0 3 0 3 21 0 0 0 0 0 1 3 0 split_gain=0.030216 0.171401 0.476443 0.598018 0.494567 0.337876 0.254765 0.357423 0.397152 0.40091 0.286262 0.732612 0.182683 0.273511 0.133275 0.119224 0.108551 0.0944784 0.0899967 0.268912 0.0951171 0.17224 0.309457 0.241347 0.452256 0.169092 0.189366 0.322138 0.145097 threshold=32.500000000000007 1472299200.0000002 1.0000000180025095e-35 40.500000000000007 1471780800.0000002 1.0000000180025095e-35 1471262400.0000002 1.0000000180025095e-35 2.5000000000000004 1470657600.0000002 1471780800.0000002 1.0000000180025095e-35 1470484800.0000002 2.5000000000000004 1.0000000180025095e-35 1470657600.0000002 1488801600.0000002 53.500000000000007 1472644800.0000002 55.500000000000007 1.0000000180025095e-35 1498651200.0000002 1495108800.0000002 1489147200.0000002 1484654400.0000002 1481112000.0000002 1.5000000000000002 44.500000000000007 1500984000.0000002 decision_type=2 2 2 2 2 2 2 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 12 6 7 8 9 -5 11 -8 -2 -14 18 -9 -16 -12 19 -3 28 22 23 24 25 26 27 -22 -20 right_child=1 14 -4 5 -6 -7 10 15 -10 -11 17 -13 13 -15 16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=2.677423254942933e-06 0.0049483262223004899 -0.004379138560300427 0.0073146659271934858 0.00080496774011946937 0.0086324267382356223 0.0042422492740054928 -0.010033264428326121 -0.00056339789810309936 -0.0028410352266675567 0.0090004044909152061 0.0017323993657290646 0.000562237196807134 0.0021899387703906391 -0.00398394709918648 -0.00082631057599168601 -0.0044011024982208696 -0.0048562848351597953 -0.0021700318902730942 -0.00031673119804067604 0.0021009318627380202 -0.00034209665027447046 -0.0029517703913110645 0.0062818800973407224 -0.0027741332577455339 0.0066441778548654504 -0.0028018918425827097 -0.002284010957283456 0.007069081940126661 0.0019671248698509051 leaf_weight=800066 116 175 104 135 124 120 146 166 109 107 103 118 242 102 168 158 111 156 11620 101 138 112 106 173 132 146 105 102 285 leaf_count=800066 116 175 104 135 124 120 146 166 109 107 103 118 242 102 168 158 111 156 11620 101 138 112 106 173 132 146 105 102 285 internal_value=0 -0.00013838 0.000724011 0.000363639 0.00302745 -0.000816683 -0.00132342 -3.97884e-05 0.00217106 0.00442857 -0.00298012 -0.0052974 0.00151654 0.00035931 -0.000266772 -0.00243487 -0.00242963 -0.0006181 -0.000221039 -0.00200781 -0.000182867 0.000746871 0.00120613 0.000530209 0.00144779 5.07936e-05 0.00125802 0.00280765 -0.000262057 internal_weight=0 15480 2006 1902 584 1318 1198 675 351 242 523 264 460 344 13474 324 279 259 13195 276 12919 1014 902 796 623 491 345 240 11905 internal_count=815546 15480 2006 1902 584 1318 1198 675 351 242 523 264 460 344 13474 324 279 259 13195 276 12919 1014 902 796 623 491 345 240 11905 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=30 num_cat=0 split_feature=3 3 3 3 3 3 3 3 43 19 3 3 21 1 1 3 36 1 3 3 3 3 3 20 3 3 1 7 3 split_gain=0.028753 0.0766521 0.026945 0.064353 0.0539799 0.0380194 0.156779 0.159027 0.0811805 0.201957 0.0391734 0.0378734 0.158921 0.187287 0.514755 0.347172 0.326017 0.270846 0.302233 0.448989 0.172689 0.133453 0.215481 0.217135 0.182514 0.121497 0.197238 0.164546 0.0632804 threshold=203.50000000000003 146.50000000000003 121.50000000000001 112.50000000000001 132.50000000000003 93.500000000000014 90.500000000000014 87.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 99.500000000000014 48.500000000000007 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 77.500000000000014 1.0000000180025095e-35 5.5000000000000009 63.500000000000007 54.500000000000007 63.500000000000007 56.500000000000007 53.500000000000007 1.0000000180025095e-35 60.500000000000007 50.500000000000007 1.5000000000000002 1.0000000180025095e-35 49.500000000000007 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 left_child=1 2 3 5 -4 6 7 11 9 10 -7 -1 13 14 21 17 -16 -15 19 -19 -14 22 25 -24 -23 26 28 -27 -13 right_child=-2 -3 4 -5 -6 8 -8 -9 -10 -11 -12 12 20 15 16 -17 -18 18 -20 -21 -22 24 23 -25 -26 27 -28 -29 -30 leaf_value=1.4583484843509797e-06 0.001662636809767439 -0.0020869068126723343 0.0024082842692168373 -0.0021593446010703464 -0.00065464433693491369 0.001545431861479301 -0.0038278241798490563 0.0037025806196997395 -0.00090005646297041406 0.0051655043912646565 -0.0010700473026720003 -0.0016358558220311748 0.00017700834116892241 0.003983651232163145 -0.0021443260148510165 0.0065062539530918008 -0.0091589914602183999 -0.0029802473487237609 -0.0041190818687145778 0.0042029111485115869 0.0048909241930476955 0.0017318143483765686 -0.0043712901291232441 0.00032045225084879783 -0.00038542358834153302 -0.00083405364031365167 0.0014048625203762568 0.0025661835045043737 -0.0045075109141782446 leaf_weight=808910 104 176 132 138 102 100 107 116 176 115 134 163 224 148 174 100 107 162 185 188 119 526 318 143 1802 327 153 252 145 leaf_count=808910 104 176 132 138 102 100 107 116 176 115 134 163 224 148 174 100 107 162 185 188 119 526 318 143 1802 327 153 252 145 internal_value=0 -2.1205e-07 2.38427e-07 -6.96149e-08 0.00107316 2.96052e-07 -2.52378e-07 2.50593e-07 0.000851009 0.00173407 4.76788e-05 -2.76917e-07 -0.000268358 -0.000414223 -0.000684262 0.00100322 -0.00481539 0.000197507 -0.000849875 0.000878135 0.00181245 -0.000381089 -0.00111632 -0.00291593 9.29558e-05 -0.000318603 -0.00152991 0.000645842 -0.00298777 internal_weight=0 815442 815266 815032 234 814894 814369 814262 525 349 234 814146 5236 4893 4110 783 281 683 535 350 343 3829 1501 461 2328 1040 461 579 308 internal_count=815546 815442 815266 815032 234 814894 814369 814262 525 349 234 814146 5236 4893 4110 783 281 683 535 350 343 3829 1501 461 2328 1040 461 579 308 is_linear=0 shrinkage=0.1 Tree=200 num_leaves=30 num_cat=0 split_feature=4 32 24 4 34 4 13 4 4 4 19 4 4 4 5 35 35 4 4 12 4 4 4 4 4 4 4 37 4 split_gain=0.0235134 0.143616 0.112927 0.199514 0.091635 0.0954475 0.0794154 0.165841 0.0916546 0.118893 0.0809182 0.243921 0.164585 0.487381 0.213253 0.287328 0.19754 0.189106 0.185727 0.158669 0.179544 0.170097 0.219527 0.1607 0.124665 0.120204 0.175792 0.464347 0.112265 threshold=28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 37.500000000000007 1.0000000180025095e-35 34.500000000000007 1.0000000180025095e-35 41.500000000000007 109.50000000000001 88.500000000000014 1.0000000180025095e-35 74.500000000000014 50.500000000000007 48.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 67.500000000000014 53.500000000000007 1.0000000180025095e-35 29.500000000000004 34.500000000000007 32.500000000000007 30.500000000000004 74.500000000000014 39.500000000000007 41.500000000000007 1.0000000180025095e-35 67.500000000000014 decision_type=2 2 2 2 2 2 2 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 -4 6 -6 8 -8 9 10 24 12 13 14 25 19 17 18 -14 -16 -21 22 23 -22 28 -12 -27 -28 -2 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 -13 16 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 leaf_value=-2.0163956917118715e-06 8.3433008525859298e-05 -0.0030991758106069436 0.00075606966242808239 -0.0039660442195864481 0.00042466134769272 -0.0035141581039274117 0.00087872804209057772 -0.0042104899094013845 0.0024691819317866955 -0.0021404920080018166 0.001811171005931521 0.0047412246703467473 -0.003650283495595999 0.0065226830008042443 0.0035665486240759495 -0.0036801163115860701 0.0031307165087624033 -0.0053611019429249257 0.00039170669446568214 0.0036838001782155561 -0.0034521616172515654 0.00057258071526444831 -0.0045805439236573878 0.0013894182889262307 -0.0026405795241660644 -0.0032249866581455927 0.0053457620394083104 -0.0018825815024751205 0.0029736946202372542 leaf_weight=804205 5139 135 182 176 116 131 140 118 196 198 1316 141 157 143 131 214 110 104 412 115 103 677 186 205 164 127 151 216 138 leaf_count=804205 5139 135 182 176 116 131 140 118 196 198 1316 141 157 143 131 214 110 104 412 115 103 677 186 205 164 127 151 216 138 internal_value=0 0.000142985 0.000182044 -0.00156542 0.000239713 -0.00166435 0.000284077 -0.0014489 0.000327305 0.000285932 0.000334222 0.000647536 0.000515361 0.000802307 0.000564581 -0.000264731 -0.000798068 -0.00144022 -0.00072357 0.000251072 -8.66632e-05 -0.000456948 -0.00186786 -0.000229681 7.46328e-05 0.00131188 -1.82203e-05 0.00109148 0.000159017 internal_weight=0 11341 11206 358 10848 247 10601 258 10343 10147 9949 4508 4367 3584 3441 1631 783 673 569 1417 1286 1171 494 308 5441 1810 494 367 5277 internal_count=815546 11341 11206 358 10848 247 10601 258 10343 10147 9949 4508 4367 3584 3441 1631 783 673 569 1417 1286 1171 494 308 5441 1810 494 367 5277 is_linear=0 shrinkage=0.1 Tree=201 num_leaves=30 num_cat=0 split_feature=3 4 5 4 5 3 4 9 9 3 3 4 5 9 4 5 36 18 3 3 4 5 4 36 16 3 4 4 3 split_gain=0.0260463 0.253037 0.324399 0.244361 0.358697 0.261111 0.280577 0.254385 0.183834 0.151232 0.132526 0.705635 0.901126 0.668378 0.573938 0.773817 0.670766 0.86695 0.601022 0.40103 0.714106 0.785681 0.633157 0.8257 0.564166 0.464455 1.00601 0.564667 0.482847 threshold=10.500000000000002 7.5000000000000009 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 11.500000000000002 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 13.500000000000002 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 16.500000000000004 15.500000000000002 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 17.500000000000004 16.500000000000004 23.500000000000004 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 left_child=1 -1 -3 4 5 6 -2 -7 -8 -6 14 12 13 -12 15 16 17 18 -5 20 21 24 23 -21 -13 26 -24 -27 -29 right_child=3 2 -4 10 9 7 8 -9 -10 -11 11 19 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 25 -25 -26 27 -28 28 -30 leaf_value=-3.5662750917450811e-06 -0.001305193174352861 0.0010363287521089088 0.00011162139625431416 0.0019358220980367038 -0.00020188783347308841 -0.0012648993298860862 0.00010603342888566589 -0.0035846172907590432 0.0039110145125130094 0.0017713010721551203 -0.001546037338293409 0.0027883558217485578 -0.00021947684003332743 -0.0055571393846726635 -0.00075204137708935709 0.00015713797581823002 0.00064367634708082158 -0.0035299323172899933 0.0068193290847567457 -0.0023544599893828696 -0.0028604941436704799 0.00025118755973587358 0.0016823361530739795 -2.1080269907677271e-05 -0.0026905777595375721 -0.0012707744512565275 -0.0023019188724223232 0.0010086430918827443 -6.9355966649674858e-05 leaf_weight=712937 930 5233 13794 412 7721 1551 331 680 206 409 1205 2387 3692 634 3527 6025 1248 137 649 2591 533 5604 3892 3657 204 3321 757 4933 26346 leaf_count=712937 930 5233 13794 412 7721 1551 331 680 206 409 1205 2387 3692 634 3527 6025 1248 137 649 2591 533 5604 3892 3657 204 3321 757 4933 26346 internal_value=0 6.03894e-06 0.000365944 -5.28856e-05 -0.000474026 -0.00129055 -0.000254304 -0.00197194 0.00156567 -0.000102622 1.65355e-05 -4.43608e-05 -0.00112032 -0.00292888 0.00031983 0.000766116 0.00226615 0.00395635 0.004923 6.53884e-05 0.00068629 0.000916972 -5.37234e-05 -0.000988716 0.00235698 9.51169e-05 0.00103358 -3.09786e-05 0.000100655 internal_weight=0 731964 19027 83582 11828 3698 1467 2231 537 8130 71754 59756 5531 1839 11998 8471 2446 1198 1061 54225 8728 8195 45497 6248 2591 39249 4649 34600 31279 internal_count=815546 731964 19027 83582 11828 3698 1467 2231 537 8130 71754 59756 5531 1839 11998 8471 2446 1198 1061 54225 8728 8195 45497 6248 2591 39249 4649 34600 31279 is_linear=0 shrinkage=0.1 Tree=202 num_leaves=30 num_cat=0 split_feature=3 4 3 4 3 4 3 4 4 3 3 3 19 4 20 37 4 3 3 19 4 3 3 43 3 4 5 7 3 split_gain=0.0253198 0.102076 0.109777 0.0816835 0.0452755 0.145039 0.110325 0.0626615 0.0394291 0.358508 0.157997 0.127731 0.733388 0.12097 0.352001 0.27111 0.328764 0.368324 0.15992 0.153537 0.12007 0.281194 0.29175 0.360507 0.269312 0.218449 0.305647 0.779782 0.66084 threshold=163.50000000000003 98.500000000000014 129.50000000000003 80.500000000000014 99.500000000000014 69.500000000000014 107.50000000000001 65.500000000000014 56.500000000000007 86.500000000000014 82.500000000000014 75.500000000000014 1.0000000180025095e-35 48.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 52.500000000000007 65.500000000000014 64.500000000000014 1.0000000180025095e-35 41.500000000000007 50.500000000000007 53.500000000000007 1.0000000180025095e-35 55.500000000000007 36.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=1 2 3 4 5 7 -6 8 11 10 -10 13 -13 18 15 16 17 -15 20 -20 24 -22 -23 -24 25 -1 27 28 -27 right_child=-2 -3 -4 -5 6 -7 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 21 22 23 -25 -26 26 -28 -29 -30 leaf_value=-1.5991822349655723e-06 -0.0011335592092898898 0.0028691914954012444 -0.0031590191664343532 0.0021012921384661585 -0.0027787151968311423 0.0036148111665252228 0.00067169388859636262 -0.0019428871252226186 0.0011788524374401063 -0.0029805528251140305 0.0054521578412009952 0.0018982652616493093 -0.0065061218081082887 -0.0013757825425677261 -0.0023136793801763859 0.005461376412388157 -0.0035945732587216689 0.0064853635908951775 -0.00029275345238320959 -0.00390512477264137 -0.0032976937959061699 0.0056474896456232132 0.0024596750848548204 -0.0017775731503934366 -0.0022011456695515512 -0.0027851357758350553 -9.2522650515872688e-05 0.0076606374024203771 0.006640591945882156 leaf_weight=809032 197 124 110 185 191 111 180 166 317 178 119 240 183 108 202 204 112 133 278 204 133 151 539 320 556 244 700 222 107 leaf_count=809032 197 124 110 185 191 111 180 166 317 178 119 240 183 108 202 204 112 133 278 204 133 151 539 320 556 244 700 222 107 internal_value=0 2.73884e-07 -1.62493e-07 2.63796e-07 -2.13166e-07 2.89868e-07 -0.00110466 -2.0275e-07 1.93286e-07 0.000801245 0.00234519 -4.11193e-07 -0.00173768 4.92424e-07 0.00126236 0.00255924 0.000882087 0.00296253 -6.86378e-07 -0.00182164 3.94528e-07 0.0010246 0.00159377 0.000881189 -1.04921e-06 4.60415e-07 0.0013094 0.00302204 8.82342e-05 internal_weight=0 815349 815225 815115 814930 814559 371 814448 814282 614 436 813668 423 813245 759 557 353 241 812486 482 812004 1143 1010 859 810861 810305 1273 573 351 internal_count=815546 815349 815225 815115 814930 814559 371 814448 814282 614 436 813668 423 813245 759 557 353 241 812486 482 812004 1143 1010 859 810861 810305 1273 573 351 is_linear=0 shrinkage=0.1 Tree=203 num_leaves=30 num_cat=0 split_feature=3 4 4 3 27 16 3 37 4 3 27 4 4 3 15 27 42 4 3 3 4 37 4 27 35 4 27 4 16 split_gain=0.0256182 0.554418 0.325207 0.548647 0.597159 0.510577 0.362386 0.934085 0.564072 0.756178 0.403987 0.371172 0.322005 0.435696 0.673608 0.432074 0.315354 1.04502 0.934039 0.907778 0.508255 0.367585 0.314376 0.388831 0.554153 0.331102 0.312645 0.300129 0.28956 threshold=32.500000000000007 29.500000000000004 21.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 1.0000000180025095e-35 19.500000000000004 28.500000000000004 1.0000000180025095e-35 15.500000000000002 27.500000000000004 38.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 36.500000000000007 35.500000000000007 26.500000000000004 1.0000000180025095e-35 31.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 -5 -6 -1 10 -9 -10 -8 -12 15 14 26 -2 17 18 -17 -19 -21 -22 23 25 -25 -15 -14 -18 -13 right_child=12 -3 3 4 5 -7 7 8 9 -11 11 28 13 22 -16 16 27 19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=2.8612435420260153e-06 0.00091845756369476016 -0.0071953015474311008 -0.0033376588235955826 -0.00081705999018403413 0.0019996887499022036 -0.0020528444250816169 0.0014789861509885108 -0.0065599523423617648 0.0019114934386951583 -0.0059229250776115811 0.0037986109671969311 -0.0018341697747925384 -0.00035848396144115904 0.0053825000538970068 -0.0036302504496280711 -0.0078900877511062263 0.0010800307653853175 0.0042606509267107432 0.0023647320677622386 -0.003716958970762789 0.0065577163298924769 -0.0014392727531316713 0.00011340983246533848 -0.0013211916229723625 -0.0070711284512653952 -0.00093338943157172082 0.0031299702925928711 -0.0035327075167309579 0.0020698908362983613 leaf_weight=790575 913 107 307 1327 3521 341 1040 404 280 220 151 1577 330 136 215 301 165 475 126 395 105 127 8612 1035 200 213 1160 972 216 leaf_count=790575 913 107 307 1327 3521 341 1040 404 280 220 151 1577 330 136 215 301 165 475 126 395 105 127 8612 1035 200 213 1160 972 216 internal_value=0 2.46532e-06 3.42807e-06 0.000770012 0.00101304 0.00164187 -1.87507e-06 -0.000964943 -0.00378102 -0.00153565 -0.000111814 -0.00096286 -0.000127417 0.000122695 0.00160232 -0.000959098 -0.00160209 -0.00066421 -0.00486408 0.000963142 -0.00153497 0.00218005 -0.000124732 -0.00141948 -0.00225236 0.00152782 0.00235736 -0.00286331 -0.00136385 internal_weight=0 800066 799959 5496 5189 3862 794463 3888 904 500 2984 1944 15480 11901 1705 3579 2666 1529 427 1102 627 232 10196 1584 1235 349 1490 1137 1793 internal_count=815546 800066 799959 5496 5189 3862 794463 3888 904 500 2984 1944 15480 11901 1705 3579 2666 1529 427 1102 627 232 10196 1584 1235 349 1490 1137 1793 is_linear=0 shrinkage=0.1 Tree=204 num_leaves=30 num_cat=0 split_feature=6 4 4 4 4 4 27 22 0 0 0 20 4 4 0 0 0 4 27 0 0 4 4 0 0 4 4 0 0 split_gain=0.0192844 0.11536 0.401395 0.115026 0.721632 0.334473 0.353566 0.281582 0.308233 0.626403 0.251765 0.152969 0.343541 0.552733 0.522566 0.272998 0.203555 0.127281 0.403089 0.212427 0.655887 0.376272 0.47948 0.305869 0.250213 0.376469 0.36477 0.1942 0.177434 threshold=1.0000000180025095e-35 122.00000000000001 100.50000000000001 40.500000000000007 31.500000000000004 27.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1478174400.0000002 1485864000.0000002 1480507200.0000002 1.0000000180025095e-35 58.500000000000007 75.500000000000014 1474459200.0000002 1489838400.0000002 1480852800.0000002 19.500000000000004 1.0000000180025095e-35 1481112000.0000002 1479124800.0000002 21.500000000000004 25.500000000000004 1494936000.0000002 1487764800.0000002 22.500000000000004 21.500000000000004 1473249600.0000002 1497355200.0000002 decision_type=2 2 2 2 2 2 2 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 5 17 -7 -6 -9 -10 -8 12 14 -14 -5 -16 -13 -2 -19 20 21 -20 27 24 25 -21 -26 -23 -25 right_child=3 -3 -4 11 7 6 10 8 9 -11 -12 16 13 -15 15 -17 -18 18 19 23 -22 22 -24 28 26 -27 -28 -29 -30 leaf_value=6.2329908318252682e-06 -4.674670871594852e-05 -0.0031602976390201114 0.0060750953784776398 0.0035961238154352221 0.0073269417173125687 0.0019940332542710869 -0.0011888368111470024 0.0053475015540960054 -0.0050983387240490256 0.0037714897981809023 -0.0062171724299381007 -0.0055371309201196805 0.0073962633445010919 -0.0025335454535715791 -0.0066102377816012296 -0.00013981597650206031 -0.00037008991606829575 -0.0014427578490287347 0.0056671055680709691 -0.0025352789335093412 -0.0070967754945158966 0.0003944577531931737 0.0054269651940043002 -0.0029311342246569044 0.011126759216189386 0.005522481497609988 0.0034814290455486407 -0.0050101325602305161 0.0023660103246097419 leaf_weight=686305 124891 115 109 118 135 130 178 198 129 208 226 154 123 103 184 101 151 586 167 106 100 131 113 114 100 128 166 135 142 leaf_count=686305 124891 115 109 118 135 130 178 198 129 208 226 154 123 103 184 101 151 586 167 106 100 131 113 114 100 128 166 135 142 internal_value=0 6.66612e-06 7.1967e-06 -3.54719e-05 -2.74088e-05 -4.46213e-05 -0.00254208 0.00324586 0.00221606 0.000376214 -0.00400172 -0.0011412 -0.000250043 0.00287073 -0.00200016 -0.00431721 -0.00297902 -3.41101e-05 0.000759749 0.00168034 0.000348734 0.00171238 -3.02028e-05 0.00281819 0.00425746 0.00187238 0.00635561 -0.00234847 7.12564e-06 internal_weight=0 686529 686414 129017 128083 127413 534 670 535 337 404 934 629 226 403 285 305 126879 1988 1402 646 546 379 756 500 234 266 266 256 internal_count=815546 686529 686414 129017 128083 127413 534 670 535 337 404 934 629 226 403 285 305 126879 1988 1402 646 546 379 756 500 234 266 266 256 is_linear=0 shrinkage=0.1 Tree=205 num_leaves=30 num_cat=0 split_feature=3 3 3 3 3 3 3 3 3 19 3 23 3 21 3 3 3 3 1 3 1 3 1 3 43 3 3 3 19 split_gain=0.0317966 0.0708899 0.0245055 0.0557083 0.0440587 0.0389871 0.0516558 0.0460012 0.0463719 0.182606 0.0431686 0.138512 0.144792 0.0909974 0.128609 0.0783482 0.28826 0.11426 0.0776631 0.104555 0.0849868 0.232235 0.365654 0.299674 0.470381 0.288318 0.188671 0.322642 0.399299 threshold=203.50000000000003 146.50000000000003 121.50000000000001 112.50000000000001 132.50000000000003 98.500000000000014 104.50000000000001 94.500000000000014 87.500000000000014 1.0000000180025095e-35 48.500000000000007 1.0000000180025095e-35 84.500000000000014 1.0000000180025095e-35 49.500000000000007 56.500000000000007 52.500000000000007 64.500000000000014 11.500000000000002 60.500000000000007 2.5000000000000004 55.500000000000007 6.5000000000000009 60.500000000000007 1.0000000180025095e-35 52.500000000000007 74.500000000000014 76.500000000000014 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 left_child=1 2 3 5 -4 7 -7 8 10 -10 -1 12 13 14 -12 16 -13 -17 20 -20 26 25 23 -23 -25 -22 -16 -28 -29 right_child=-2 -3 4 -5 -6 6 -8 -9 9 -11 11 15 -14 -15 18 17 -18 -19 19 -21 21 22 -24 24 -26 -27 27 28 -30 leaf_value=1.5267881121911046e-06 0.0017484197984091365 -0.0020069527279702017 0.0022296163860256926 -0.002009100746025966 -0.00053755800495398985 0.0023564432039171277 -8.5127409547567368e-05 -0.0018668433164500378 -0.00076336880958434656 0.0045931929140351716 -0.0025433942579071631 0.00273784203574097 -0.0037391382467114563 0.0024752429430159408 -0.00044365225058550422 0.0040951984086419471 -0.0040264462000258001 0.00051408702211208114 0.003883727331528219 -0.00052576908355821735 -0.0015748060056055225 -0.0068517361358716722 0.0020625977315588649 -0.0052416697117929519 0.001142409470764401 0.0044244573920451365 0.0067988310786111679 0.0036501091666363405 -0.0039630441615054945 leaf_weight=808910 104 176 132 138 102 163 185 132 164 104 275 144 132 109 2386 157 112 206 101 115 179 164 169 219 244 145 101 152 126 leaf_count=808910 104 176 132 138 102 163 185 132 164 104 275 144 132 109 2386 157 112 206 101 115 179 164 169 219 244 145 101 152 126 internal_value=0 -2.2299e-07 2.10224e-07 -8.35431e-08 0.00102341 2.56678e-07 0.00105848 -1.95429e-07 1.07117e-07 0.0013153 -3.25817e-07 -0.000286535 -0.000474861 -0.000378788 -0.000449878 0.00111815 -0.000221534 0.00206294 -0.000309494 0.00153608 -0.000412105 -0.00114699 -0.00206568 -0.00317841 -0.00187727 0.00111005 -0.00011443 0.00195819 0.000199543 internal_weight=0 815442 815266 815032 234 814894 348 814546 814414 268 814146 5236 4617 4485 4376 619 256 363 4101 216 3885 1120 796 627 463 324 2765 379 278 internal_count=815546 815442 815266 815032 234 814894 348 814546 814414 268 814146 5236 4617 4485 4376 619 256 363 4101 216 3885 1120 796 627 463 324 2765 379 278 is_linear=0 shrinkage=0.1 Tree=206 num_leaves=30 num_cat=0 split_feature=36 5 33 9 22 20 19 15 18 11 43 21 9 19 34 13 20 9 33 13 8 19 15 8 19 19 14 20 5 split_gain=0.0143223 0.0194245 0.0394661 0.115355 0.0430497 0.0224268 0.0208509 0.0151922 0.0109648 0.00931845 0.00756098 0.00752883 0.00796406 0.0126912 0.00726031 0.00747376 0.00688492 0.012859 0.00658106 0.00638889 0.00625787 0.0133851 0.00957022 0.00573082 0.0519705 0.00636343 0.00566939 0.00651995 0.0163697 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=1 2 4 6 5 9 -4 -7 10 -1 18 12 -3 -14 15 -10 -6 -18 19 20 26 -22 -23 25 -25 -21 27 -2 -29 right_child=8 11 3 -5 16 7 -8 -9 14 -11 -12 -13 13 -15 -16 -17 17 -19 -20 23 21 22 -24 24 -26 -27 -28 28 -30 leaf_value=9.4622718963046056e-05 1.1588029556895253e-05 -1.1397727578735175e-05 0.00018680088125908062 0.0025733935041444057 -0.00012851521098898542 0.001656990600367506 -0.00056355929755003945 8.6029039162382917e-05 0.00016386847052909869 -0.00042282729698241302 4.9304476582878861e-05 6.0558214561673799e-05 0.00013603364366313411 -6.4558629331018214e-06 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5.27672e-05 2.48717e-06 6.24007e-07 -1.9453e-05 internal_weight=0 395858 80691 4717 75974 11996 4517 256 419688 11740 408726 315167 297272 26959 10962 10157 63978 18685 364570 339242 323245 21580 4566 15997 499 15498 301665 296194 104619 internal_count=815546 395858 80691 4717 75974 11996 4517 256 419688 11740 408726 315167 297272 26959 10962 10157 63978 18685 364570 339242 323245 21580 4566 15997 499 15498 301665 296194 104619 is_linear=0 shrinkage=0.1 Tree=207 num_leaves=30 num_cat=0 split_feature=1 14 0 1 1 0 1 7 0 1 1 0 0 0 43 30 1 0 7 23 0 0 0 19 37 1 1 1 0 split_gain=0.0186687 0.0578475 0.0691681 0.0374671 0.0417346 0.0320432 0.0426427 0.0728083 0.0313931 0.0371703 0.0309944 0.0813083 0.264032 0.0478959 0.0373678 0.0347769 0.0318406 0.0314225 0.0310823 0.0253147 0.040519 0.0416373 0.0715103 0.0790152 0.0699283 0.0926631 0.121814 0.0959474 0.0561483 threshold=27.500000000000004 1.0000000180025095e-35 1497441600.0000002 81.500000000000014 43.500000000000007 1474286400.0000002 29.500000000000004 1.0000000180025095e-35 1473422400.0000002 33.500000000000007 6.5000000000000009 1501329600.0000002 1500984000.0000002 1501156800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1488801600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1499947200.0000002 1493380800.0000002 1494417600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 10.500000000000002 1491652800.0000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 5 4 -4 8 7 -7 9 -2 -1 12 15 -14 -13 19 -17 18 -18 20 21 28 23 -23 -24 26 -26 -27 -12 right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 14 13 -15 -16 16 17 -19 -20 -21 -22 22 24 -25 25 27 -28 -29 -30 leaf_value=2.1726099797022547e-06 -0.0015646515577857391 0.0019482297468058993 -0.0012820961968767438 -0.0019704504806768754 0.00087987295278253448 0.0028826521777746222 0.00027841353622727003 -0.00041287864884184601 -0.0012960948489945114 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-0.000193025 -0.000163505 0.000147062 0.00114861 -5.54327e-05 0.000712757 -0.000514025 0.0016077 -0.000233166 internal_weight=0 5826 5647 573 360 5074 4042 279 1032 805 809720 24501 24259 331 242 23928 524 417 292 23404 20077 19246 3526 593 2933 844 356 488 15720 internal_count=815546 5826 5647 573 360 5074 4042 279 1032 805 809720 24501 24259 331 242 23928 524 417 292 23404 20077 19246 3526 593 2933 844 356 488 15720 is_linear=0 shrinkage=0.1 Tree=208 num_leaves=30 num_cat=0 split_feature=1 1 1 1 1 20 37 1 1 1 12 7 1 1 1 17 1 1 27 41 12 22 1 19 1 7 14 7 17 split_gain=0.0164789 0.021263 0.0328868 0.0158489 0.0169119 0.0626713 0.0421959 0.0369121 0.0685223 0.051685 0.0697608 0.0247436 0.0254401 0.0219652 0.0197147 0.0377202 0.0544629 0.0392584 0.0373754 0.0423907 0.0815016 0.117201 0.0855097 0.0704018 0.0344743 0.0761113 0.0326675 0.058002 0.0286164 threshold=291.50000000000006 259.50000000000006 228.50000000000003 198.50000000000003 54.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 109.50000000000001 98.500000000000014 88.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 153.50000000000003 149.50000000000003 4.5000000000000009 1.0000000180025095e-35 30.500000000000004 22.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 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 left_child=1 2 3 4 14 6 -6 8 9 10 -7 12 -9 -13 28 18 17 24 -16 26 21 -21 23 -22 -17 -26 -20 -28 -1 right_child=-2 -3 -4 -5 5 7 -8 11 -10 -11 -12 13 -14 -15 15 16 -18 -19 19 20 22 -23 -24 -25 25 -27 27 -29 -30 leaf_value=6.0943881707623937e-06 0.0011866981296951319 -0.0014299443591601001 0.0017781549453502522 -0.0011897056671192072 -0.00054569117073356775 0.0032991355109679254 0.0010085067170246182 0.0014340143816677585 0.0031378752100366218 -0.0010923074983293193 0.00058350997478758178 -0.001200103590788615 -0.0005170362014233923 0.00057730255798018031 6.6222998080771775e-05 1.2394849157069324e-05 0.0020993497056346097 -0.0015926497602349093 -0.00016489849102885277 0.00051568632786692427 -0.00016823253812617625 0.0040736334064495165 -0.0013180793169100592 0.0017607299180813663 0.0014561031180564765 -0.00064122188240004743 -0.00014629018860727523 -0.0030543002933573508 -0.00011281035388805879 leaf_weight=747016 117 104 104 112 1015 117 211 187 139 130 494 192 104 109 11278 1716 157 119 28489 357 575 125 391 282 557 251 185 109 20804 leaf_count=747016 117 104 104 112 1015 117 211 187 139 130 494 192 104 109 11278 1716 157 119 28489 357 575 125 391 282 557 251 185 109 20804 internal_value=0 -1.70271e-07 1.21062e-08 -2.14736e-07 -5.12945e-08 0.0002499 -0.000278207 0.00068975 0.00110047 0.00071829 0.00110352 7.92146e-05 0.000736732 -0.000556458 -8.81378e-07 -6.55231e-05 0.000289802 0.000182311 -8.93299e-05 -0.000146824 0.000333946 0.00143839 -9.26097e-05 0.000466502 0.000265995 0.000804583 -0.000175721 -0.00122443 2.87268e-06 internal_weight=0 815429 815325 815221 815109 2698 1226 1472 880 741 611 592 291 301 812411 44591 2800 2643 41791 30513 1730 482 1248 857 2524 808 28783 294 767820 internal_count=815546 815429 815325 815221 815109 2698 1226 1472 880 741 611 592 291 301 812411 44591 2800 2643 41791 30513 1730 482 1248 857 2524 808 28783 294 767820 is_linear=0 shrinkage=0.1 Tree=209 num_leaves=30 num_cat=0 split_feature=4 28 26 32 38 22 4 4 8 4 23 4 8 4 4 27 4 31 4 4 36 4 4 4 20 4 4 36 4 split_gain=0.0192653 0.178022 0.169621 0.123171 0.109246 0.130085 0.370428 0.271823 0.256523 0.313973 0.301596 0.2369 0.103353 0.186315 0.107602 0.11603 0.175238 0.0935368 0.103995 0.219381 0.140578 0.106716 0.171417 0.0815697 0.108486 0.0748333 0.221715 0.171193 0.386788 threshold=28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 74.500000000000014 109.50000000000001 1.0000000180025095e-35 56.500000000000007 1.0000000180025095e-35 36.500000000000007 1.0000000180025095e-35 40.500000000000007 59.500000000000007 1.0000000180025095e-35 64.500000000000014 1.0000000180025095e-35 48.500000000000007 46.500000000000007 1.0000000180025095e-35 52.500000000000007 50.500000000000007 52.500000000000007 1.0000000180025095e-35 30.500000000000004 32.500000000000007 1.0000000180025095e-35 40.500000000000007 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 left_child=-1 2 3 4 5 6 8 12 9 10 11 -2 14 -14 17 -16 -17 18 19 -7 21 22 -20 24 -22 -12 -27 -28 -29 right_child=1 -3 -4 -5 -6 7 -8 -9 -10 -11 25 -13 13 -15 15 16 -18 -19 20 -21 23 -23 -24 -25 -26 26 27 28 -30 leaf_value=-1.8251816677024279e-06 -0.00070197142847212607 -0.0028126795192094669 -0.0033670330729118473 -0.0027762950999048945 -0.0022372428257746604 0.00046318423848080585 -0.0063892872220292539 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0.00032927 0.00140686 0.000369589 -0.00110929 0.00270625 0.00411336 0.000594718 0.000184412 0.000981325 -2.04242e-05 internal_weight=0 11341 11139 11006 10871 10699 1605 9094 1504 1362 1251 241 8916 339 8577 1098 927 7479 7379 6336 1043 580 265 463 218 1010 823 666 479 internal_count=815546 11341 11139 11006 10871 10699 1605 9094 1504 1362 1251 241 8916 339 8577 1098 927 7479 7379 6336 1043 580 265 463 218 1010 823 666 479 is_linear=0 shrinkage=0.1 Tree=210 num_leaves=30 num_cat=0 split_feature=39 17 5 22 14 27 28 37 5 12 19 14 27 5 27 5 5 33 37 5 5 22 14 14 27 40 36 18 27 split_gain=0.0145299 0.0358518 0.0327847 0.0186339 0.0426374 0.103649 0.0101329 0.0188159 0.0184535 0.00849585 0.00835171 0.0233515 0.020009 0.0136032 0.00929767 0.0116608 0.00908593 0.00736043 0.0792286 0.0334005 0.0104309 0.0292605 0.0377401 0.0275426 0.0197883 0.0166924 0.0100656 0.0160715 0.0156434 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=6 3 -3 4 -2 -6 17 -8 -9 10 11 12 13 -5 -12 -16 -13 20 -19 -20 21 22 -1 25 -25 26 -23 -28 -29 right_child=1 2 -4 9 5 -7 7 8 -10 -11 14 16 -14 -15 15 -17 -18 18 19 -21 -22 23 -24 24 -26 -27 27 28 -30 leaf_value=6.6988610675294867e-05 2.0033158447051394e-05 -0.00061898869919004181 -7.4803198703782386e-05 0.00054825578338742577 -0.00037484233323422625 0.003622902089914492 4.0941534117822609e-05 0.00098387906067399448 0.00014895019708123253 -6.8634122387068599e-05 4.940159992300366e-05 -0.00048733818218511441 0.00048701988798400078 -4.6179771023304677e-05 -0.0005525745079923652 -8.7323837737718867e-05 -3.6441503003179343e-05 2.429545074445508e-05 0.0023161167807193126 0.00058839884844441776 6.1888981210474614e-06 -0.00010299629004741046 -0.0017248612700271578 -7.9257969889499826e-05 0.00091208859913750493 0.00018898979423321267 -4.9705741075891787e-05 -0.00028577499232468296 0.00028554841658816002 leaf_weight=30405 49249 1933 2591 468 156 111 44710 415 731 60520 2883 508 1868 2170 722 2122 3716 71608 200 254 436029 38389 118 334 507 2701 56930 587 2611 leaf_count=30405 49249 1933 2591 468 156 111 44710 415 731 60520 2883 508 1868 2170 722 2122 3716 71608 200 254 436029 38389 118 334 507 2701 56930 587 2611 internal_value=0 -3.07903e-05 -0.000307321 -2.07413e-05 2.68657e-05 0.00128714 5.78631e-06 5.1197e-05 0.000451302 -5.21817e-05 1.66914e-05 7.82523e-05 0.000236602 5.92773e-05 -7.71495e-05 -0.000205436 -9.06687e-05 2.53606e-06 3.26445e-05 0.00134951 -1.27969e-06 -2.5842e-05 6.00614e-05 -5.15333e-05 0.000518379 -5.62686e-05 -6.29927e-05 -3.74523e-05 0.000180681 internal_weight=0 129017 4524 124493 49516 267 686529 45856 1146 74977 14457 8730 4506 2638 5727 2844 4224 640673 72062 454 568611 132582 30523 102059 841 101218 98517 60128 3198 internal_count=815546 129017 4524 124493 49516 267 686529 45856 1146 74977 14457 8730 4506 2638 5727 2844 4224 640673 72062 454 568611 132582 30523 102059 841 101218 98517 60128 3198 is_linear=0 shrinkage=0.1 Tree=211 num_leaves=30 num_cat=0 split_feature=4 40 4 0 4 37 4 14 4 0 0 0 0 36 4 4 0 4 0 4 4 20 4 4 19 0 35 4 0 split_gain=0.0164121 0.104906 0.193625 0.0900797 0.215464 0.237887 0.269 0.112767 0.227741 0.257594 0.239142 0.266292 0.225175 0.160351 0.174753 0.105433 0.102196 0.395181 0.31321 0.278485 0.346377 0.320612 0.236982 0.328039 0.768738 0.213656 0.420639 0.212432 0.492151 threshold=7.5000000000000009 1.0000000180025095e-35 19.500000000000004 1470657600.0000002 13.500000000000002 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 27.500000000000004 1485864000.0000002 1479988800.0000002 1482408000.0000002 1495022400.0000002 1.0000000180025095e-35 14.500000000000002 11.500000000000002 1473249600.0000002 85.500000000000014 1474286400.0000002 48.500000000000007 45.500000000000007 1.0000000180025095e-35 10.500000000000002 38.500000000000007 1.0000000180025095e-35 1474459200.0000002 1.0000000180025095e-35 19.500000000000004 1473076800.0000002 decision_type=2 2 2 2 2 2 2 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 4 -2 -6 -7 16 9 10 13 -12 15 -9 -15 -11 17 19 22 20 27 -21 -18 -24 -25 26 -20 -5 -29 right_child=1 2 -4 7 5 6 -8 8 -10 12 11 -13 -14 14 -16 -17 18 -19 25 21 -22 -23 23 24 -26 -27 -28 28 -30 leaf_value=-5.2974731093755256e-06 0.00033750535773748448 -0.00042728973757767626 -0.0043775874328533691 6.3543762090511693e-05 -0.00062414207757259489 -0.0067264158276493279 -0.0011748196711190619 -0.0013218720633487561 -0.0029683266707024817 -0.00016133224246720637 0.0083922919240735829 0.0016748143451263174 0.0028445318985824194 0.00078136071394540501 0.0058299621532205493 -0.0040919642116827217 0.00027499825820589702 0.0062876005229112273 0.00059540856413193644 -0.0042149279220541434 0.0062199661199298538 0.0019868205899062257 -0.0017569518903581723 -0.0028976491840645492 0.007110779214335579 4.3669455467308588e-05 0.0064522058314178139 0.0007774323698284297 0.006645812054341233 leaf_weight=715736 1419 1034 141 7169 961 158 195 152 128 135 126 111 135 182 110 138 1291 111 672 273 101 120 2437 167 142 79732 150 2167 153 leaf_count=715736 1419 1034 141 7169 961 158 195 152 128 135 126 111 135 182 110 138 1291 111 672 273 101 120 2437 167 142 79732 150 2167 153 internal_value=0 3.79881e-05 -0.000901325 4.91778e-05 -0.000516921 -0.00143962 -0.00365967 6.53104e-05 0.00102178 0.00149077 0.00268122 0.00524613 -0.000496223 0.00131211 0.00268323 -0.00214825 5.30167e-05 0.000353768 1.71289e-05 0.00028779 0.00039471 -0.00232126 -0.000842419 -0.00136776 0.00170169 6.02056e-05 0.00166417 0.000332706 0.00116444 internal_weight=0 99810 1175 98635 2733 1314 353 95902 1217 1089 681 237 408 444 292 273 94685 10094 84591 9983 9590 393 4037 2746 309 80554 822 9489 2320 internal_count=815546 99810 1175 98635 2733 1314 353 95902 1217 1089 681 237 408 444 292 273 94685 10094 84591 9983 9590 393 4037 2746 309 80554 822 9489 2320 is_linear=0 shrinkage=0.1 Tree=212 num_leaves=30 num_cat=0 split_feature=3 4 3 4 3 0 0 4 4 4 0 3 3 4 9 0 0 3 0 3 0 9 0 4 0 3 27 0 0 split_gain=0.0297087 0.06502 0.0982313 0.117914 0.0704225 0.175929 0.258515 0.115048 0.0564482 0.0366429 0.142513 0.103029 0.419515 0.0977206 0.237684 0.333514 0.316511 0.209483 0.112507 0.0803374 0.911465 0.439009 0.202542 0.132929 0.280378 0.243758 0.394243 0.482192 0.549974 threshold=163.50000000000003 94.500000000000014 126.50000000000001 80.500000000000014 99.500000000000014 1481371200.0000002 1473076800.0000002 69.500000000000014 65.500000000000014 60.500000000000007 1481198400.0000002 83.500000000000014 87.500000000000014 51.500000000000007 1.0000000180025095e-35 1485518400.0000002 1477483200.0000002 75.500000000000014 1480852800.0000002 66.500000000000014 1488801600.0000002 1.0000000180025095e-35 1474459200.0000002 41.500000000000007 1471953600.0000002 54.500000000000007 1.0000000180025095e-35 1494936000.0000002 1480852800.0000002 decision_type=2 2 2 2 2 2 2 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 6 -6 8 9 11 -11 13 -13 17 15 16 -15 19 -16 23 21 22 -21 25 -25 -1 -27 28 -28 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 -12 12 -14 14 18 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 leaf_value=7.8816411103816293e-07 -0.0012278810304206641 0.0019973344889475156 -0.003073229466770919 0.0027232541512323062 0.00053228784225542436 0.0015943067708576565 -0.0061023501992571658 0.0032195788678117433 -0.0018439147935574312 0.0032364465859963708 -0.0012023464299104028 -0.0065203032251825001 0.002097912605436843 0.00075798902487648383 0.0018616432649689121 0.0032633994768902254 -0.0056086383119071936 -0.0041783822637322977 0.0061843273803018611 -0.0048279422428458936 0.004752165120539018 -0.0095409193209239421 0.00083838379101589661 0.0053463518563093559 0.00051703740230401251 0.0027086896842865226 -0.0016581728897722234 0.003051711629443574 -0.0086928708852864189 leaf_weight=810166 197 163 104 159 110 128 126 111 166 152 138 111 115 175 143 185 141 120 104 120 172 105 133 132 1347 151 283 106 183 leaf_count=810166 197 163 104 159 110 128 126 111 166 152 138 111 115 175 143 185 141 120 104 120 172 105 133 132 1347 151 283 106 183 internal_value=0 2.96674e-07 -1.02643e-07 2.89471e-07 -2.41808e-07 -0.00139086 -0.00300993 3.79615e-07 -5.91255e-08 3.16764e-07 0.00112419 -8.36382e-08 -0.00213493 5.09253e-07 0.00114297 -0.000108665 -0.00208282 -5.41847e-07 0.00368172 7.4886e-08 -0.0012307 -0.00410515 -0.0018492 8.77862e-07 0.000948051 -8.49711e-07 -0.00183619 -0.00303597 -0.00442073 internal_weight=0 815349 815186 815082 814923 364 236 814559 814448 814282 290 813992 226 813766 748 501 316 813018 247 812898 530 358 253 812368 1479 810889 723 572 466 internal_count=815546 815349 815186 815082 814923 364 236 814559 814448 814282 290 813992 226 813766 748 501 316 813018 247 812898 530 358 253 812368 1479 810889 723 572 466 is_linear=0 shrinkage=0.1 Tree=213 num_leaves=30 num_cat=0 split_feature=3 29 3 0 21 3 18 0 0 0 0 0 3 0 0 0 0 0 0 0 7 3 3 3 0 0 5 0 3 split_gain=0.0246066 0.11026 0.124769 0.0941425 0.103551 0.132808 0.173635 0.35654 0.338628 0.206686 0.246769 0.14517 0.171602 0.268354 0.415946 0.434147 0.223909 0.271471 0.154721 0.389811 0.12744 0.297773 0.100556 0.125095 0.383375 1.01207 0.410654 0.218317 0.470137 threshold=48.500000000000007 1.0000000180025095e-35 176.50000000000003 1470484800.0000002 1.0000000180025095e-35 139.00000000000003 1.0000000180025095e-35 1481889600.0000002 1500897600.0000002 1500033600.0000002 1499083200.0000002 1497960000.0000002 50.500000000000007 1489665600.0000002 1480420800.0000002 1474804800.0000002 1495108800.0000002 1496577600.0000002 1493726400.0000002 1492430400.0000002 1.0000000180025095e-35 63.500000000000007 51.500000000000007 54.500000000000007 1473940800.0000002 1477656000.0000002 1.0000000180025095e-35 1474632000.0000002 64.500000000000014 decision_type=2 2 2 2 2 2 2 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 -2 5 6 8 -8 9 10 11 12 13 14 15 -5 18 -18 19 22 -6 -22 -14 24 -24 -26 -27 28 -25 right_child=1 -3 -4 4 20 -7 7 -9 -10 -11 -12 -13 16 -15 -16 -17 17 -19 -20 -21 21 -23 23 27 25 26 -28 -29 -30 leaf_value=1.5732759800342667e-06 0.0018999924849221654 0.0022019853847497265 -0.0032923005073142234 0.00088253650165850603 -0.0014018356785647694 0.0025011280647073038 -0.00016187070105961489 -0.0075618043189271573 0.0050624121368552247 -0.0043236583921538825 0.0042144807599533091 -0.003994729841927446 0.0018702201453076367 -0.0067555662082136999 0.0032466724780129477 -0.0080246265233394551 0.0058122969541782102 -0.00041075654448244445 -0.0035697734853702375 0.0049191169180256705 -0.00051593804027222649 0.0061172190986032932 -0.0073050977914438896 0.0042246391295905437 0.007994402123615147 6.9342413166117287e-05 -0.0081541644745338083 -0.00088649031752964795 -0.00054523738825956953 leaf_weight=808910 207 187 133 107 121 156 177 103 114 134 116 113 180 101 144 112 134 147 145 141 149 124 108 298 100 124 119 2168 674 leaf_count=808910 207 187 133 107 121 156 177 103 114 134 116 113 180 101 144 112 134 147 145 141 149 124 108 298 100 124 119 2168 674 internal_value=0 -0.000191778 -0.000261189 -0.000197361 -0.000268429 -0.00037653 -0.000457285 -0.00288399 -0.000328572 -0.000447559 -0.00034432 -0.000451913 -0.000368544 -0.00219638 -0.00092784 -0.00367272 -0.000173036 0.00255682 -0.000362114 -0.000243221 0.00129959 0.00249692 -0.000436244 -0.000551856 -0.00210922 -0.000473198 -0.00395781 -0.000328172 0.000917132 internal_weight=0 6636 6449 6316 6109 5715 5559 280 5279 5165 5031 4915 4802 464 363 219 4338 281 4057 3912 394 273 3771 3591 451 343 243 3140 972 internal_count=815546 6636 6449 6316 6109 5715 5559 280 5279 5165 5031 4915 4802 464 363 219 4338 281 4057 3912 394 273 3771 3591 451 343 243 3140 972 is_linear=0 shrinkage=0.1 Tree=214 num_leaves=30 num_cat=0 split_feature=3 3 3 1 0 0 0 3 3 0 0 0 0 37 0 0 19 0 0 0 0 1 1 0 0 3 3 1 1 split_gain=0.0275153 0.0844164 0.0181134 0.102654 0.241734 0.198285 0.821378 0.345329 0.840396 1.62311 0.649595 0.408323 0.426246 0.277656 0.37873 0.316385 0.25376 0.228999 0.470906 0.33918 0.20839 0.368981 0.372405 0.301182 0.244951 0.438267 0.27207 0.197666 0.184044 threshold=203.50000000000003 146.50000000000003 10.500000000000002 6.5000000000000009 1470657600.0000002 1493294400.0000002 1494417600.0000002 31.500000000000004 23.500000000000004 1474977600.0000002 1482235200.0000002 1491652800.0000002 1490443200.0000002 1.0000000180025095e-35 1498564800.0000002 1500638400.0000002 1.0000000180025095e-35 1487592000.0000002 1490011200.0000002 1484827200.0000002 1484308800.0000002 31.500000000000004 20.500000000000004 1486555200.0000002 1480852800.0000002 17.500000000000004 15.500000000000002 11.500000000000002 14.500000000000002 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 left_child=1 2 -1 -4 -5 7 -7 8 11 -10 -11 12 20 15 -15 16 28 19 -19 -9 21 22 24 -22 25 -6 -26 -25 -8 right_child=-2 -3 3 4 5 6 13 17 9 10 -12 -13 -14 14 -16 -17 -18 18 -20 -21 23 -23 -24 27 26 -27 -28 -29 -30 leaf_value=5.2937418760136759e-06 0.0016264584434863467 -0.0021900367270229091 -1.5742066756722772e-05 -0.0041008149459598369 0.00090572982666944067 0.0081279456952710032 -0.0033937275671556259 0.00084746412345605671 0.0034211825047017691 -0.013149589954451575 -0.004710627022567547 -0.0062737446607490262 0.0061702434231246852 0.0057612095028162008 -0.00095276249053337023 0.0032630616519600157 -0.0064493102770022785 -0.0067129809825148962 0.0019326527218153288 0.007031216695904733 -0.0056448025693331665 -0.0031696963133643059 0.0059284285485468107 0.002200411621093129 0.00027414228801111073 -0.0041653436722105305 0.0068657563419415148 -0.0029333410690693808 0.0016751696449881866 leaf_weight=731964 104 176 78260 178 594 136 166 785 164 167 201 113 103 150 191 105 135 112 144 100 169 274 131 150 153 239 106 150 126 leaf_count=731964 104 176 78260 178 594 136 166 785 164 167 201 113 103 150 191 105 135 112 144 100 169 274 131 150 153 239 106 150 126 internal_value=0 -2.07435e-07 2.65306e-07 -4.39189e-05 -0.000481269 -0.000348811 0.000899189 -0.000675459 -0.00128914 -0.0048529 -0.00854027 -0.000420248 -0.000100555 -0.00022694 0.0020006 -0.00165474 -0.00286404 0.00078425 -0.00184981 0.00154619 -0.000429086 0.000147179 0.00089029 -0.00226847 0.000285898 -0.000549236 0.00297187 -0.000366465 -0.00120646 internal_weight=0 815442 815266 83302 5042 4864 1009 3855 2714 532 368 2182 2069 873 341 532 427 1141 256 885 1966 1497 1223 469 1092 833 259 300 292 internal_count=815546 815442 815266 83302 5042 4864 1009 3855 2714 532 368 2182 2069 873 341 532 427 1141 256 885 1966 1497 1223 469 1092 833 259 300 292 is_linear=0 shrinkage=0.1 Tree=215 num_leaves=30 num_cat=0 split_feature=3 3 0 3 3 0 0 7 18 3 0 0 0 0 3 3 3 0 3 15 23 3 3 6 0 0 3 6 0 split_gain=0.0222874 0.0683773 0.0186338 0.164847 0.150567 0.326508 0.314779 0.270972 0.297746 0.284382 0.260823 0.222038 0.210804 0.703251 0.495676 0.567855 0.271877 0.318753 0.268201 0.181643 0.195864 0.235518 0.178311 0.169032 0.167143 0.579759 0.16479 0.328836 0.324401 threshold=203.50000000000003 146.50000000000003 1482148800.0000002 123.50000000000001 19.500000000000004 1488110400.0000002 1488283200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 95.500000000000014 1488974400.0000002 1487937600.0000002 1500292800.0000002 1500465600.0000002 86.500000000000014 70.500000000000014 58.500000000000007 1488801600.0000002 51.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 80.500000000000014 1.0000000180025095e-35 1501070400.0000002 1501329600.0000002 23.500000000000004 1.0000000180025095e-35 1496664000.0000002 decision_type=2 2 2 2 2 2 2 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 -4 11 -7 9 12 10 23 22 14 -14 15 16 17 -9 -19 26 21 -21 -6 -8 -15 -26 27 28 -12 right_child=-2 -3 4 -5 5 6 7 8 -10 -11 19 -13 13 24 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 leaf_value=1.5460838491914072e-05 0.0014638124911401135 -0.0019710330700036141 -1.376826330324923e-06 0.0037224342800133551 -0.00095092812200395335 0.0046295243686068311 -0.0015273143460849759 0.003508397833947362 0.0052015256524401334 -0.0053284744656411937 -0.0016401207269885712 -0.0053620298373405952 0.0092393277883152103 -0.00094918012949621279 0.0067679866401846051 -0.0071216008479094463 0.0039365476170325825 -6.8506863203780601e-05 -0.0041610804537917118 -0.0074224983679795345 -4.2252846946337683e-05 -0.00088217886802969864 0.0022244401237942646 -0.0064919153468576745 0.0070464938205528869 -0.0022212038544455063 0.00016655494628917361 -0.0030405555922500549 0.0018982377321693023 leaf_weight=374151 104 176 422248 120 5257 144 191 242 127 120 555 111 111 327 109 111 179 4527 166 117 203 104 183 107 135 135 4466 534 486 leaf_count=374151 104 176 422248 120 5257 144 191 242 127 120 555 111 111 327 109 111 179 4527 166 117 203 104 183 107 135 135 4466 534 486 internal_value=0 -1.86692e-07 2.38775e-07 1.66494e-05 -1.36889e-05 -0.000290999 -2.03252e-05 -7.1626e-05 0.000409663 -0.000502989 -0.000417367 -0.000934452 0.00030894 0.00193022 9.37415e-05 -4.54915e-05 0.000108096 -3.07675e-05 -0.000213269 -0.000284037 -0.0022848 -0.0043447 -0.00084411 -0.00330991 0.000571243 0.00241264 -0.00014361 -0.0010231 1.1793e-05 internal_weight=0 815442 815266 374271 440995 18747 13196 13052 6169 6883 6763 5551 6042 708 5334 5225 5114 4935 4693 6465 424 221 5440 298 597 270 6041 1575 1041 internal_count=815546 815442 815266 374271 440995 18747 13196 13052 6169 6883 6763 5551 6042 708 5334 5225 5114 4935 4693 6465 424 221 5440 298 597 270 6041 1575 1041 is_linear=0 shrinkage=0.1 Tree=216 num_leaves=30 num_cat=0 split_feature=3 29 3 5 3 3 5 33 3 3 5 3 3 18 5 3 5 3 15 3 5 3 3 3 3 3 3 3 3 split_gain=0.0196138 0.128236 0.104656 0.137763 0.104244 0.0914352 0.118756 0.0887162 0.0761659 0.197066 0.158357 0.0665246 0.0973854 0.117646 0.132701 0.0848742 0.29208 0.197178 0.174505 0.27303 0.11289 0.245245 0.24651 0.134967 0.60586 0.136501 0.528865 0.189657 0.12123 threshold=51.500000000000007 1.0000000180025095e-35 50.500000000000007 1.0000000180025095e-35 176.50000000000003 52.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 53.500000000000007 54.500000000000007 1.0000000180025095e-35 144.50000000000003 129.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 109.50000000000001 1.0000000180025095e-35 104.50000000000001 1.0000000180025095e-35 72.500000000000014 1.0000000180025095e-35 94.500000000000014 87.500000000000014 56.500000000000007 58.500000000000007 83.500000000000014 76.500000000000014 61.500000000000007 82.500000000000014 decision_type=2 2 2 2 2 2 2 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 -1 -4 5 6 -2 8 10 -10 -7 12 13 15 -15 17 -17 18 20 -20 21 22 28 -22 -25 26 27 -26 -11 right_child=1 -3 3 -5 -6 7 -8 -9 9 11 -12 -13 -14 14 -16 16 -18 -19 19 -21 23 -23 -24 24 25 -27 -28 -29 -30 leaf_value=6.1623173674189695e-07 -0.0046952898260297291 0.002537938582480863 -0.00053617666778860227 0.0037922830608799101 -0.0030322037945340451 0.0044042889039770192 -0.00012925945406476425 0.0019266848066798979 -0.0032820891882192667 0.00060879310601073908 -0.00097652447607730864 0.0020447630773263946 -0.0031469356171278796 -0.0046901615115646752 0.00025763192518365264 -0.0011358668305754861 0.0056758185506823964 -0.0043045070902867754 0.00017735065147572951 0.0061074036433685416 -0.003356605749089598 -0.0037934216713024814 0.0050501901959069083 0.0055363119176278517 -0.0032526489268913197 0.00078448287913935222 -0.0068303450706437051 0.00010677116829662959 -0.0027101542660966519 leaf_weight=809505 102 168 132 166 133 106 129 205 209 1328 113 135 110 117 101 149 109 110 239 115 185 132 120 150 223 285 168 682 120 leaf_count=809505 102 168 132 166 133 106 129 205 209 1328 113 135 110 117 101 149 109 110 239 115 185 132 120 150 223 285 168 682 120 internal_value=0 -0.000184152 1.30598e-06 0.00187498 -0.000266181 -0.000198581 -0.00214543 -0.000112278 -0.000195776 -0.000279206 0.00162789 -0.000142115 -0.000208563 -0.000133968 -0.00239784 -1.40355e-05 0.00174194 -0.000131495 -8.9886e-06 0.00210378 -0.000229419 0.000346206 0.000694695 -0.000807424 -0.000494693 -0.00116086 -0.00167756 -0.00072102 0.000333742 internal_weight=0 5743 809803 298 5575 5442 231 5211 5006 4787 219 4578 4443 4333 218 4115 258 3857 3747 354 3393 1700 1568 1693 1508 1358 1073 905 1448 internal_count=815546 5743 809803 298 5575 5442 231 5211 5006 4787 219 4578 4443 4333 218 4115 258 3857 3747 354 3393 1700 1568 1693 1508 1358 1073 905 1448 is_linear=0 shrinkage=0.1 Tree=217 num_leaves=30 num_cat=0 split_feature=3 3 1 14 3 1 1 1 3 36 1 1 3 36 3 20 3 3 3 3 1 3 3 39 19 3 3 3 3 split_gain=0.0246778 0.0605024 0.0180736 0.041889 0.0749248 0.299224 0.164922 0.267351 0.0345022 0.231177 0.0274743 0.0243839 0.0210538 0.0977529 0.212415 0.211824 0.150599 0.0753303 0.0674454 0.0287043 0.162192 0.0277444 0.144588 0.175138 0.186285 0.377945 0.146671 0.142609 0.0367445 threshold=203.50000000000003 146.50000000000003 27.500000000000004 1.0000000180025095e-35 14.500000000000002 36.500000000000007 102.50000000000001 64.500000000000014 9.5000000000000018 1.0000000180025095e-35 26.500000000000004 281.00000000000006 98.500000000000014 1.0000000180025095e-35 106.50000000000001 1.0000000180025095e-35 112.50000000000001 94.500000000000014 119.50000000000001 87.500000000000014 1.5000000000000002 72.500000000000014 74.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 82.500000000000014 77.500000000000014 82.500000000000014 69.500000000000014 decision_type=2 2 2 2 2 2 2 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 10 4 8 -6 7 -7 11 -10 12 -4 17 14 -14 16 -15 19 -16 21 -21 28 -23 24 25 26 -24 -26 -1 right_child=-2 -3 3 -5 5 6 -8 -9 9 -11 -12 -13 13 15 18 -17 -18 -19 -20 20 -22 22 23 -25 27 -27 -28 -29 -30 leaf_value=-9.2181973426410542e-07 0.00154031302439622 -0.0018540827557444574 0.00021886512902603196 0.0016819262462295786 0.0031961727924472482 -0.0011119040458579547 4.1423719864329229e-06 -0.0076548011362047811 0.0043902233883704031 -0.0010971876730477919 -0.0011474517446722053 -0.0013594373781234026 0.0054817155480296129 3.38126631344066e-05 -0.0015604513029369421 0.0023555336446374011 -0.005374081884152615 -0.0024175637076760451 0.0016779938520973222 -0.001565595168247819 0.0034071649045116555 -0.0029259086271460674 0.0016097178520344266 0.0031309093370126858 -0.00084921418446796059 0.0060948739421791305 -0.0032900628912272672 -0.0052831353247165683 0.0011701973329329475 leaf_weight=806850 104 176 4631 179 135 150 198 107 135 178 209 100 105 102 122 139 104 129 136 125 138 201 109 152 213 102 139 110 268 leaf_count=806850 104 176 4631 179 135 150 198 107 135 178 209 100 105 102 122 139 104 129 136 125 138 201 109 152 213 102 139 110 268 internal_value=0 -1.96449e-07 2.03769e-07 0.000175902 0.000128054 -0.000938213 -0.0021649 -0.00383599 0.000252776 0.00126959 -1.05799e-06 0.000185504 -7.61918e-07 0.000544316 0.00168984 -0.000660975 -0.00269639 -1.23922e-06 0.000146636 -8.53638e-07 0.00104369 -1.19357e-06 -0.000520876 6.50768e-05 -0.000627355 0.000970908 -0.00113653 -0.00235922 -5.32955e-07 internal_weight=0 815442 815266 5813 5634 590 455 257 5044 313 809453 4731 809244 708 363 345 206 808536 258 808407 263 808144 1026 825 673 350 248 323 807118 internal_count=815546 815442 815266 5813 5634 590 455 257 5044 313 809453 4731 809244 708 363 345 206 808536 258 808407 263 808144 1026 825 673 350 248 323 807118 is_linear=0 shrinkage=0.1 Tree=218 num_leaves=30 num_cat=0 split_feature=0 0 7 27 22 20 16 27 39 0 0 22 20 0 27 0 22 27 21 0 27 0 8 20 36 20 22 28 37 split_gain=0.0131585 0.0652713 0.137893 0.124878 0.0973347 0.0850395 0.0288877 0.0368227 0.0180077 0.0343333 0.0308958 0.0293953 0.0647776 0.0190719 0.0277437 0.0180344 0.025176 0.017081 0.0156671 0.0153703 0.0389203 0.0272269 0.0462661 0.0229349 0.0354681 0.0183943 0.0142541 0.018772 0.0193234 threshold=1487419200.0000002 1487246400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1501416000.0000002 1501156800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1501502400.0000002 1.0000000180025095e-35 1501070400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1488110400.0000002 1.0000000180025095e-35 1487764800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=1 26 3 -3 -5 -6 7 -4 19 10 15 -12 -13 14 -11 18 -17 -8 -10 20 -2 25 23 -23 -25 -22 -1 -28 -29 right_child=8 2 6 4 5 -7 17 -9 9 13 11 12 -14 -15 -16 16 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 28 -30 leaf_value=3.9327263736835517e-05 3.6691037808123994e-05 7.4375245254361367e-05 1.0364928206477282e-05 2.8865671127208155e-05 0.0025488109546279291 0.00032310032555832801 -3.125249236552083e-05 -0.0010039397194729529 -9.165481522013379e-05 -3.5519165048631998e-06 -9.1568447340878697e-05 -0.0025205784612108593 -6.3946130593298098e-06 7.843105736256539e-05 0.0017190396895890026 -0.00033496172969828497 0.0013418812327421071 0.0013619530925050066 5.2912852489858311e-05 1.0042949446783497e-06 -0.00025583213037344929 -0.00024729052381198028 -0.0021275273387725193 0.00038342197974925026 -0.0013876399058706638 0.00031265995437604761 -7.1906372912799055e-06 7.6345839126027468e-05 0.00063923132309300654 leaf_weight=106598 7556 986 798 313 769 221 209 649 49007 149 420 208 202 366 251 155 212 152 8850 254335 2249 1665 175 149 469 762 358820 18220 631 leaf_count=106598 7556 986 798 313 769 221 209 649 49007 149 420 208 202 366 251 155 212 152 8850 254335 2249 1665 175 149 469 762 358820 18220 631 internal_value=0 1.03968e-05 0.000407862 0.000923464 0.00156598 0.00205196 -0.000244912 -0.000444565 -1.55188e-05 -6.51164e-05 -7.37447e-05 -0.000679555 -0.00128188 0.000600072 0.00107737 -6.51087e-05 0.000633678 0.00055536 -6.95413e-05 -4.42169e-06 -0.000110373 -0.000313558 -0.000560508 -0.000440391 -0.000960636 -0.000111963 7.03419e-06 -2.08056e-06 9.51873e-05 internal_weight=0 488366 4097 2289 1303 990 1808 1447 327180 59820 59054 830 410 766 400 58224 367 361 57857 267360 13025 5469 2458 2283 618 3011 484269 377671 18851 internal_count=815546 488366 4097 2289 1303 990 1808 1447 327180 59820 59054 830 410 766 400 58224 367 361 57857 267360 13025 5469 2458 2283 618 3011 484269 377671 18851 is_linear=0 shrinkage=0.1 Tree=219 num_leaves=30 num_cat=0 split_feature=4 3 3 4 37 19 3 1 1 3 37 19 4 3 1 3 37 1 1 3 4 1 1 19 3 7 1 3 1 split_gain=0.0272172 0.537147 0.379115 0.596067 0.601921 0.474643 0.443689 0.486695 0.602258 0.341223 0.866135 0.644124 0.365396 0.793798 0.833679 0.456253 0.65581 0.467097 0.415321 0.35955 0.599676 0.919689 0.552877 0.354741 0.371389 0.342271 0.336365 0.314809 0.31218 threshold=17.500000000000004 18.500000000000004 26.500000000000004 24.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 6.5000000000000009 3.5000000000000004 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 15.500000000000002 2.5000000000000004 15.500000000000002 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 24.500000000000004 14.500000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 2.5000000000000004 21.500000000000004 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 left_child=9 -2 3 4 5 -3 7 8 -6 12 11 -11 15 18 -15 -1 17 -17 -14 20 22 23 -12 -22 -25 -13 -21 -23 -18 right_child=1 2 -4 -5 6 -7 -8 -9 -10 10 19 25 13 14 -16 16 28 -19 -20 26 21 27 -24 24 -26 -27 -28 -29 -30 leaf_value=2.6155773951411168e-06 -0.0040075420175054218 -0.00017542583599148968 -7.7415236246062077e-05 -0.0052138586283774317 0.0032649475112429254 0.0017961236227192095 0.0002358520730768747 -0.0029321163746656156 0.0098872536850487525 0.00051020616474145347 -0.00091026400554447291 -0.0035314041603402772 -0.00072057053795968442 0.00061602276011445991 0.0033937791057012143 4.2188196219068876e-05 -0.0036613191158901466 -0.0025617111119358659 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6423 5239 2127 1614 1340 976 364 619 407 1786 274 357 1184 internal_count=815546 29954 29638 7851 7686 5981 1705 1137 1035 785592 7904 6290 777688 9288 7161 768400 6423 5239 2127 1614 1340 976 364 619 407 1786 274 357 1184 is_linear=0 shrinkage=0.1 Tree=220 num_leaves=30 num_cat=0 split_feature=1 1 20 9 0 1 0 6 0 1 6 42 1 0 1 1 1 43 12 1 17 0 0 0 1 37 0 0 36 split_gain=0.0181262 0.0561997 0.0521826 0.115515 0.0810862 0.0980307 0.31015 0.360365 0.106602 0.0550351 0.0452386 0.0411996 0.0364692 0.0273913 0.0227956 0.0221737 0.0219617 0.0148275 0.0137692 0.0130913 0.0337576 0.280992 0.142699 0.283138 0.182004 0.159798 0.13135 0.131285 0.26439 threshold=56.500000000000007 58.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1476014400.0000002 131.50000000000003 1493812800.0000002 1.0000000180025095e-35 1494936000.0000002 259.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 200.50000000000003 1490788800.0000002 107.50000000000001 79.500000000000014 92.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1471435200.0000002 1496923200.0000002 1489147200.0000002 13.500000000000002 1.0000000180025095e-35 1487764800.0000002 1500724800.0000002 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 left_child=19 -2 13 4 15 6 7 -6 9 10 12 -8 -7 14 16 -4 -3 -16 -17 -1 -21 -22 23 26 25 -25 -23 28 -24 right_child=1 2 3 -5 5 8 11 -9 -10 -11 -12 -13 -14 -15 17 18 -18 -19 -20 20 21 22 27 24 -26 -27 -28 -29 -30 leaf_value=2.1517612905137834e-06 0.0025399010600770816 -0.00012426622764364088 -0.0016161214565757595 -0.0027078351527035135 0.0011866338498495881 0.0001007103014290483 -0.0014523980240937818 0.0079377843509593326 0.0031751674443373868 -0.0018098194961480444 -0.00098663892939955555 0.00099878095693081074 0.0026466405353398974 -0.0011799504520680476 0.00011157632354636093 -0.00094135400005626731 -0.0016930736085505956 0.0015613334853107864 0.00042170159753115489 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341 internal_count=815546 3032 2929 1810 1704 1250 601 321 649 544 376 280 227 1119 813 454 493 320 334 812514 44694 2810 2650 2151 628 439 1523 499 341 is_linear=0 shrinkage=0.1 Tree=221 num_leaves=30 num_cat=0 split_feature=1 1 1 1 1 1 19 35 1 1 1 1 1 9 8 39 1 1 1 1 14 17 1 16 17 1 1 1 1 split_gain=0.0161848 0.0125618 0.0249309 0.0109545 0.0135799 0.04541 0.0290691 0.0564278 0.0733839 0.0689289 0.0651465 0.0333009 0.0382416 0.0176718 0.0170071 0.0124099 0.055519 0.0673094 0.0914475 0.0280298 0.0334439 0.0331126 0.0862393 0.0282571 0.0277517 0.141542 0.0263889 0.0241068 0.0309729 threshold=291.50000000000006 259.50000000000006 228.50000000000003 198.50000000000003 56.500000000000007 58.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 71.500000000000014 138.50000000000003 98.500000000000014 78.500000000000014 68.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 30.500000000000004 27.500000000000004 24.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.5000000000000002 15.500000000000002 16.500000000000004 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 left_child=1 2 3 4 15 -6 7 11 -9 10 -10 12 -7 -8 -13 27 17 18 19 21 23 26 -23 24 -21 -26 -17 -1 -29 right_child=-2 -3 -4 -5 5 6 13 8 9 -11 -12 14 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 leaf_value=2.8125692495296956e-06 0.0011760585316512575 -0.0010991274073043874 0.0015481612406662093 -0.00098913953261217115 0.0022859109973493125 -0.0001440176669326873 -0.00066094062041496945 -0.00080116029037803941 0.0015463854791691956 -5.8117961244923725e-06 0.0049800472315585263 -0.00042416725809808905 0.0020034480588879402 0.0004554057118826007 0.00083467306482143768 -1.5457349014502054e-05 -0.00093524807938333396 0.0021067614536887788 -0.0022794491164677311 -0.00026399179543218023 0.001040671754150904 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684279 5684 internal_count=815546 815429 815325 815221 815109 2595 2492 1743 446 328 223 1297 332 749 965 812514 128235 127562 127414 127234 16322 110912 3239 16088 13491 1082 107673 684279 5684 is_linear=0 shrinkage=0.1 Tree=222 num_leaves=30 num_cat=0 split_feature=4 3 5 3 27 5 4 27 0 5 3 4 5 9 3 5 40 27 0 27 3 4 4 3 4 3 4 23 0 split_gain=0.0248111 0.17711 0.271069 0.1613 0.210028 0.194406 0.160588 0.247708 0.384948 0.283125 0.211512 0.212679 0.185599 0.292366 0.175916 0.181491 0.159561 0.229369 0.182082 0.659481 0.615693 1.95103 1.38029 1.55894 1.12117 0.956181 0.87386 0.796121 0.89985 threshold=7.5000000000000009 10.500000000000002 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1491220800.0000002 1.0000000180025095e-35 11.500000000000002 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1490616000.0000002 1.0000000180025095e-35 18.500000000000004 16.500000000000004 12.500000000000002 13.500000000000002 16.500000000000004 24.500000000000004 20.500000000000004 1.0000000180025095e-35 1497700800.0000002 decision_type=2 2 2 2 2 2 2 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 -1 -5 -6 7 -3 10 -10 11 -9 13 -13 15 -12 18 -18 -8 -20 22 -22 23 -21 27 -23 -27 28 -24 right_child=1 6 -4 4 5 -7 16 8 9 -11 14 12 -14 -15 -16 -17 17 -19 19 20 21 25 24 -25 -26 26 -28 -29 -30 leaf_value=-5.9755144885272571e-07 0.00093399514105949153 0.0003254552423235816 8.8707190442255407e-05 0.0001771202188166751 -0.0014448545705094101 -0.00033076245811282558 -5.8372202789250618e-05 -0.00069676945679255828 -0.0037915231510455083 -0.0011022996767149126 -0.0021157749702277817 0.00094310887515247394 0.00056971086894655801 0.0069974536926526096 0.0028917141460260611 -0.00035700672208410371 -0.00043247607597136076 -0.0045739675469846234 -0.00056615394759662347 0.0019131800921949561 -0.0029732978259465487 0.0029666191313603421 0.0060969481367648586 -0.0021140671632995964 -0.0036882519953780704 -0.0028261074212247526 0.0007358353116995581 0.00026995592340999457 0.001595635146361303 leaf_weight=704791 5233 3009 13794 4113 2432 4400 49526 735 606 1106 949 189 640 138 120 1537 547 177 6342 2205 1676 1608 1333 1704 225 817 4388 540 666 leaf_count=704791 5233 3009 13794 4113 2432 4400 49526 735 606 1106 949 189 640 138 120 1537 547 177 6342 2205 1676 1608 1333 1704 225 817 4388 540 666 internal_value=0 4.67077e-05 0.000321187 -6.51343e-06 -0.00038746 -0.000727348 -1.7941e-05 -0.000415407 -0.000785715 -0.00205421 -0.000281615 0.00058542 0.00155999 0.00349815 -0.000847883 -0.00102839 3.20732e-05 -0.00144497 4.71285e-05 0.000290108 0.000648267 8.32833e-05 0.00136701 0.000157634 0.00307737 0.000835203 0.000176737 0.00367692 0.00459726 internal_weight=0 99810 19027 715736 10945 6832 80783 9029 6020 1712 4308 1702 967 327 2606 2486 71754 724 71030 21504 15162 8489 6673 3909 2764 6813 5205 2539 1999 internal_count=815546 99810 19027 715736 10945 6832 80783 9029 6020 1712 4308 1702 967 327 2606 2486 71754 724 71030 21504 15162 8489 6673 3909 2764 6813 5205 2539 1999 is_linear=0 shrinkage=0.1 Tree=223 num_leaves=30 num_cat=0 split_feature=4 3 37 4 37 4 3 3 3 4 27 4 3 27 4 4 3 3 37 6 3 37 4 3 27 23 24 12 3 split_gain=0.0212046 0.303322 0.638246 0.473822 0.846551 0.287822 0.392969 0.306029 0.271943 0.427797 0.390191 0.269232 0.235729 0.440961 0.314949 0.516796 0.75392 0.614438 0.456645 0.372135 0.252629 0.22037 0.217463 0.450518 0.382347 0.28802 0.313253 0.57598 0.459994 threshold=28.500000000000004 43.500000000000007 1.0000000180025095e-35 33.500000000000007 1.0000000180025095e-35 30.500000000000004 39.500000000000007 36.500000000000007 48.500000000000007 35.500000000000007 1.0000000180025095e-35 31.500000000000004 32.500000000000007 1.0000000180025095e-35 18.500000000000004 23.500000000000004 36.500000000000007 38.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 1.0000000180025095e-35 21.500000000000004 22.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 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 left_child=12 2 -2 4 -3 6 7 -4 9 -5 -11 -7 22 20 -15 17 19 18 -16 -17 -14 -12 -1 -24 -25 26 27 28 -26 right_child=1 3 5 8 -6 11 -8 -9 -10 10 21 -13 13 14 15 16 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 leaf_value=-2.2100884222212128e-06 0.00010732495585838712 -0.00036418664439489981 0.0021898535870272539 -0.0012739107559233383 -0.0066765674177314271 0.0083439333678840041 0.0062195141884413638 -0.0046528183737722766 -0.00013688610064101521 -0.0019202083596312526 0.0061021339077099116 0.0032898816207568801 -1.9679327592132853e-05 0.0037385656303205693 -0.0035764951943233038 0.00017118422953503817 -0.0026413910745808045 0.0026639758581135037 -0.0099890832271840851 0.0051435688392783719 0.0032747765543086542 0.0016061435247252801 -0.0052736497813067034 -0.0006816544648762129 0.0096153326903932676 -0.00064499092534379022 -0.0032713996667054395 0.0014321000149277927 0.0013345846122032718 leaf_weight=794463 2369 734 145 314 299 154 110 119 6166 116 314 334 738 119 405 1115 1199 116 153 174 340 167 126 1339 163 651 124 2866 114 leaf_count=794463 2369 734 145 314 299 154 110 119 6166 116 314 334 738 119 405 1115 1199 116 153 174 340 167 126 1339 163 651 124 2866 114 internal_value=0 0.000135784 0.000955131 -0.000190641 -0.00219129 0.00328512 0.00119783 -0.000894533 0.000101385 0.0017141 0.00328568 0.00488481 -1.91484e-06 -0.000735301 -0.00131182 -0.00150189 -0.000836486 -0.00395814 -0.00533479 0.000842398 0.00101939 0.00454116 2.08196e-06 0.000635535 0.000777166 0.00127573 0.00165846 0.00185296 0.00620737 internal_weight=0 11341 3231 8110 1033 862 374 264 7077 911 597 488 804205 4359 3281 3162 2488 674 558 1289 1078 481 799846 5383 5257 3918 3267 3143 277 internal_count=815546 11341 3231 8110 1033 862 374 264 7077 911 597 488 804205 4359 3281 3162 2488 674 558 1289 1078 481 799846 5383 5257 3918 3267 3143 277 is_linear=0 shrinkage=0.1 Tree=224 num_leaves=30 num_cat=0 split_feature=3 3 4 4 3 9 3 4 3 0 3 4 0 3 4 1 3 0 3 0 37 4 0 3 3 4 3 0 9 split_gain=0.0202809 0.0475191 0.0348851 0.0280565 0.307057 0.267634 0.27151 0.203816 0.253399 0.516839 0.144403 0.245013 0.4257 0.355123 0.0902597 0.471009 0.390496 0.184121 0.172971 0.589093 0.468488 0.112356 0.22485 0.625387 0.577047 0.53859 0.666431 0.36646 0.321662 threshold=203.50000000000003 153.50000000000003 94.500000000000014 62.500000000000007 93.500000000000014 1.0000000180025095e-35 96.500000000000014 67.500000000000014 114.50000000000001 1484136000.0000002 86.500000000000014 56.500000000000007 1480507200.0000002 79.500000000000014 51.500000000000007 1.5000000000000002 71.500000000000014 1482667200.0000002 66.500000000000014 1488801600.0000002 1.0000000180025095e-35 41.500000000000007 1484827200.0000002 54.500000000000007 52.500000000000007 45.500000000000007 63.500000000000007 1475668800.0000002 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 left_child=1 2 3 4 10 7 -7 -5 9 -9 11 13 -13 14 18 17 -17 -16 21 20 -20 -1 24 -24 -23 28 27 -27 -26 right_child=-2 -3 -4 5 -6 6 -8 8 -10 -11 -12 12 -14 -15 15 16 -18 -19 19 -21 -22 22 23 -25 25 26 -28 -29 -30 leaf_value=-9.6760295500895365e-07 0.0013963665257996092 -0.0018229324126394688 0.0017121843848878348 -0.0044116187727300769 0.0052361912650927224 0.0053222930150558104 -0.00055685236416373057 0.0042984581247605775 -0.0036303109909283978 -0.004162261020898333 -0.003282639114603178 0.0061697068285046291 -0.00083546284760145108 -0.0048338871033162213 0.0070453439036814074 -0.0061930259357689428 0.0022912175766269275 0.0013695884226620492 -0.0018867972048277868 0.0028373482920758921 -0.0096497228658459725 0.0084220161000823877 -0.0059557291612561264 0.0013486588587163324 0.00039873535503060203 0.0017673907192232452 -0.0030848289257846776 0.0093368337998798543 -0.0055745799769309984 leaf_weight=810889 104 143 119 193 112 132 194 194 173 115 134 173 174 152 130 108 109 102 317 197 103 117 161 431 260 107 106 159 138 leaf_count=810889 104 143 119 193 112 132 194 194 173 115 134 173 174 152 130 108 109 102 317 197 103 117 161 431 260 107 106 159 138 internal_value=0 -1.7809e-07 1.41613e-07 -1.08311e-07 5.4219e-07 -0.000529203 0.00182366 -0.00166555 -0.000565981 0.00114965 -1.78135e-07 3.62265e-07 0.00265703 -7.70821e-07 1.32305e-07 0.00141757 -0.00193136 0.00454997 -6.50525e-07 -0.00167436 -0.00379056 6.20669e-07 0.00087142 -0.000637839 0.00187873 0.000884487 0.0036201 0.00629198 -0.00167241 internal_weight=0 815442 815299 815180 814179 1001 326 675 482 309 814067 813933 347 813586 813434 449 217 232 812985 617 420 812368 1479 592 887 770 372 266 398 internal_count=815546 815442 815299 815180 814179 1001 326 675 482 309 814067 813933 347 813586 813434 449 217 232 812985 617 420 812368 1479 592 887 770 372 266 398 is_linear=0 shrinkage=0.1 Tree=225 num_leaves=30 num_cat=0 split_feature=0 18 0 0 0 36 9 0 5 0 0 0 9 0 0 9 0 9 5 0 0 5 0 0 0 0 0 0 0 split_gain=0.0130882 0.0182484 0.0852551 0.0715864 0.101152 0.059806 0.0501012 0.127712 0.0757613 0.0450262 0.0651638 0.0528728 0.0443128 0.0475338 0.0352679 0.0806965 0.0621562 0.160185 0.100006 0.0326071 0.0391946 0.0323088 0.0316501 0.0741486 0.0442169 0.031231 0.0911379 0.0260136 0.0499316 threshold=1478606400.0000002 1.0000000180025095e-35 1494936000.0000002 1493640000.0000002 1493899200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1492776000.0000002 1.0000000180025095e-35 1485000000.0000002 1488456000.0000002 1484654400.0000002 1.0000000180025095e-35 1494590400.0000002 1501416000.0000002 1.0000000180025095e-35 1500638400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1494590400.0000002 1494244800.0000002 1.0000000180025095e-35 1479729600.0000002 1479297600.0000002 1479902400.0000002 1499860800.0000002 1500292800.0000002 1487764800.0000002 1487246400.0000002 decision_type=2 2 2 2 2 2 2 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 6 5 -5 -3 9 -9 11 27 22 19 -14 16 -16 25 -18 -19 20 -6 -21 23 -8 -24 -4 -27 28 -11 right_child=1 2 14 4 12 -7 7 8 -10 10 -12 -13 13 -15 15 -17 17 18 -20 21 -22 -23 24 -25 -26 26 -28 -29 -30 leaf_value=1.9273810277491984e-05 -1.1944109254564442e-05 -1.7771347623723207e-06 -0.00025040914661851973 0.0012626121844163251 0.00023517996044024011 0.0037612787147893131 0.00041357360008790946 -0.0037833062768486596 -0.00022705620567443875 -0.00061061935507339144 0.00068765405442709488 0.0029433545105847472 -0.0015483654743073247 0.0010361303257731371 -0.00094605732669285575 0.0024649988688118661 0.00019486887023165264 -0.0042145980243983036 -0.00065023048137074081 -0.0004752568462718046 0.0024077146396657557 0.000870570348459668 -0.0014433482797472801 0.0036052937433366122 0.00068811674807743768 0.0014707373116091347 -0.0005361322089108059 -0.0016701775688949664 0.0015928815801395102 leaf_weight=246035 547163 9190 4931 262 142 151 185 109 133 580 1108 113 205 109 129 150 408 195 132 300 200 440 103 120 1767 419 492 150 125 leaf_count=246035 547163 9190 4931 262 142 151 185 109 133 580 1108 113 205 109 129 150 408 195 132 300 200 440 103 120 1767 419 492 150 125 internal_value=0 -8.3265e-06 8.02462e-05 0.00021018 0.000801378 0.00217617 0.000132019 0.000405686 -0.00182884 0.000532893 0.000181531 0.000834346 0.000394653 -0.0006512 -0.000213356 0.000887844 -0.000260069 -0.00112676 -0.00277577 0.000698163 0.00150567 0.000324965 0.000724774 0.00166933 0.000570715 -0.000151028 0.000386896 -0.000474358 -0.000219928 internal_weight=0 569511 22348 15492 1809 413 13683 4493 242 4251 1963 2288 1396 314 6856 279 6577 735 327 1082 342 740 2175 305 1870 5842 911 855 705 internal_count=815546 569511 22348 15492 1809 413 13683 4493 242 4251 1963 2288 1396 314 6856 279 6577 735 327 1082 342 740 2175 305 1870 5842 911 855 705 is_linear=0 shrinkage=0.1 Tree=226 num_leaves=30 num_cat=0 split_feature=4 3 1 1 3 1 4 0 37 3 0 0 3 7 4 4 0 0 0 3 4 3 4 4 1 4 1 0 37 split_gain=0.0177747 0.146527 0.219756 0.133961 0.130718 0.145648 0.127803 0.199709 0.251715 0.132818 0.132048 0.592516 0.981536 1.37672 1.55398 0.482664 0.389678 0.369626 0.525533 0.3452 0.31098 0.768018 0.319863 0.414794 0.306708 0.540578 0.344385 0.551629 0.561777 threshold=7.5000000000000009 10.500000000000002 1.5000000000000002 35.500000000000007 8.5000000000000018 1.5000000000000002 9.5000000000000018 1491220800.0000002 1.0000000180025095e-35 16.500000000000004 1493294400.0000002 1493812800.0000002 19.500000000000004 1.0000000180025095e-35 12.500000000000002 21.500000000000004 1493640000.0000002 1492776000.0000002 1492430400.0000002 34.500000000000007 45.500000000000007 65.500000000000014 39.500000000000007 37.500000000000007 5.5000000000000009 12.500000000000002 6.5000000000000009 1499428800.0000002 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 left_child=4 2 -2 -4 -1 -6 7 9 -9 -3 17 12 13 14 -12 -14 -17 18 -8 -20 22 -22 23 24 -13 -26 -27 28 -28 right_child=1 6 3 -5 5 -7 10 8 -10 -11 11 20 15 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 25 26 27 -29 -30 leaf_value=-1.873811670032853e-07 7.9869385918412777e-05 -0.00014845853295391195 0.00076579296501069652 0.0042466841367783184 -0.00010607322162532843 -0.00089748333824593563 -4.7842831168042643e-05 -0.00065529355696725003 -0.0032198870452608483 0.0025157335130473689 0.0032595361289483801 5.8522595099754095e-05 -0.003745259494729486 -0.00024830848702100066 0.016633754821429383 0.0058362608055537897 -0.0023249044520780443 -0.001868514578608811 0.0016712216309619221 0.007459726016968489 -0.0092312365273189284 -0.00017791345625041552 0.0034508215843964754 -0.0054077627283256897 -0.0021851372050678869 0.0075685446331865041 0.0018256342660635712 -0.0020267326992505354 0.010270822825639146 leaf_weight=704791 13794 6144 5120 113 7593 3352 53486 2230 462 193 193 13428 263 267 158 141 100 1094 586 125 122 404 296 134 241 149 250 202 115 leaf_count=704791 13794 6144 5120 113 7593 3352 53486 2230 462 193 193 13428 263 267 158 141 100 1094 586 125 122 404 296 134 241 149 250 202 115 internal_value=0 3.95335e-05 0.000289192 0.000840958 -5.51299e-06 -0.000348449 -1.9269e-05 -0.000373849 -0.00109543 -6.73178e-05 2.53488e-05 0.000273957 0.00249229 0.00516331 0.00927984 -0.000782899 0.00244989 -4.86747e-05 -1.19401e-05 0.00268889 0.000111714 -0.00227773 0.00019655 0.000130205 0.000181793 0.00191144 0.00329032 0.00216606 0.00448645 internal_weight=0 99810 19027 5233 715736 10945 80783 9029 2692 6337 71754 16463 1122 618 351 504 241 55291 54197 711 15341 526 14815 14519 14385 957 716 567 365 internal_count=815546 99810 19027 5233 715736 10945 80783 9029 2692 6337 71754 16463 1122 618 351 504 241 55291 54197 711 15341 526 14815 14519 14385 957 716 567 365 is_linear=0 shrinkage=0.1 Tree=227 num_leaves=30 num_cat=0 split_feature=3 3 1 3 3 3 3 3 27 3 1 3 3 1 3 1 1 1 7 1 3 3 3 41 20 3 1 3 3 split_gain=0.0165557 0.0416598 0.188123 0.0545494 0.0384842 0.0322484 0.161262 0.0931949 0.0615069 0.0474361 0.0785106 0.0224908 0.0889386 0.103472 0.0881785 0.107738 0.0755974 0.234106 0.253162 0.213767 0.223399 0.202764 0.11677 0.165581 0.115351 0.142941 0.101735 0.185721 0.144066 threshold=203.50000000000003 132.50000000000003 2.5000000000000004 121.50000000000001 112.50000000000001 93.500000000000014 90.500000000000014 87.500000000000014 1.0000000180025095e-35 98.500000000000014 2.5000000000000004 51.500000000000007 52.500000000000007 1.5000000000000002 50.500000000000007 1.5000000000000002 10.500000000000002 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 74.500000000000014 61.500000000000007 55.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 53.500000000000007 1.5000000000000002 56.500000000000007 71.500000000000014 decision_type=2 2 2 2 2 2 2 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 4 5 6 7 11 -7 -10 -11 14 13 -13 -1 -16 17 19 21 22 -21 -19 24 26 25 -14 27 -24 -28 right_child=-2 2 -4 -5 -6 8 -8 -9 9 10 -12 12 16 -15 15 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 leaf_value=3.9532451411714649e-07 0.0012616230353999598 -0.0032198180761188275 0.0021666639959168374 0.0020329539470064144 -0.001669873895909826 0.0029230357838221218 -0.0038822114110758929 0.0028344519002812692 -0.001314788767650946 0.0022800160838024959 -0.0011389201592414751 -0.00026705200137156583 0.00035351253168370862 -0.0044526242486955161 0.0034164308016300655 -0.00041138335258107293 -0.0018955552043904247 0.0038728002469533272 0.0058119613757791153 -0.0009191581226923129 -0.0054114054480631814 -0.0014999421033817422 -0.0038737468728971369 -0.0035099197551608087 0.0011366527183210805 -0.0038184628257321219 0.00069312987029266173 0.00044772672950827867 0.0043193967887558615 leaf_weight=809505 104 175 103 132 138 107 107 116 134 175 109 135 130 105 166 132 226 114 133 468 145 183 106 105 137 223 368 1609 156 leaf_count=809505 104 175 103 132 138 107 107 116 134 175 109 135 130 105 166 132 226 114 133 468 145 183 106 105 137 223 368 1609 156 internal_value=0 -1.60905e-07 -0.00122411 2.56504e-07 -7.27053e-08 2.10071e-07 -2.95024e-07 2.15089e-07 0.000783702 0.000236074 0.000967819 -1.88735e-07 -0.000227147 -0.00209824 1.02845e-06 0.00172089 -0.0001177 -1.40642e-05 0.00218605 -0.00028852 -0.00198176 0.000562323 7.77319e-05 0.000371216 -0.0013262 -0.00228204 0.000553226 0.000180627 0.00177271 internal_weight=0 815442 278 815164 815032 814894 814369 814262 525 418 284 814146 4343 240 809803 298 4103 3877 430 3447 613 297 2834 2344 490 353 2239 1715 524 internal_count=815546 815442 278 815164 815032 814894 814369 814262 525 418 284 814146 4343 240 809803 298 4103 3877 430 3447 613 297 2834 2344 490 353 2239 1715 524 is_linear=0 shrinkage=0.1 Tree=228 num_leaves=30 num_cat=0 split_feature=4 28 26 0 0 5 12 0 4 0 4 0 29 18 4 4 4 36 42 0 5 0 37 4 4 6 4 4 0 split_gain=0.0165904 0.145039 0.137795 0.106359 0.484882 0.531193 0.349975 0.333322 0.472718 0.320405 0.412705 0.293103 0.282823 0.276255 0.253422 0.387425 0.209032 0.816638 0.533431 0.457996 0.203207 0.29578 0.497512 0.414445 1.07537 0.408198 0.271115 0.635551 0.505236 threshold=28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1480507200.0000002 1479470400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1482148800.0000002 57.500000000000007 1473595200.0000002 40.500000000000007 1471435200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 102.50000000000001 85.500000000000014 34.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1481198400.0000002 1.0000000180025095e-35 1475841600.0000002 1.0000000180025095e-35 40.500000000000007 44.500000000000007 1.0000000180025095e-35 41.500000000000007 44.500000000000007 1478260800.0000002 decision_type=2 2 2 2 2 2 2 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 -6 9 8 16 11 -11 -2 14 -9 15 20 17 -5 19 -18 26 23 -23 25 -25 -22 28 -28 -8 right_child=1 -3 -4 7 5 -7 12 13 -10 10 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 leaf_value=-1.6937393081692967e-06 -0.0007985871868418055 -0.0025355032650929057 -0.0030312383993829888 -0.0046381454699887682 -0.0076588444888182634 -0.00010025510738200662 0.0029325226262370326 0.0003312077304685945 -0.0029526378855937057 -0.0029231401894671415 0.0045304791607971616 -0.0078050134380141072 0.0049863215306523573 -0.0034333264237278935 -0.0040619792271172628 0.0065416944852354489 0.012056055779640492 0.0062074144699004472 0.00014228428505399886 0.0039555187622418988 -0.0034828064821743479 -0.0001576194528037788 0.0067451765596490375 0.0093177221296355129 -0.0013776927361316329 0.0027932640840491849 -0.0072331895517364552 0.00087116302365757296 -0.0043696336044033749 leaf_weight=804205 102 202 133 130 173 201 893 4906 144 195 120 144 134 203 128 102 117 149 168 173 722 429 138 120 434 121 114 640 106 leaf_count=804205 102 202 133 130 173 201 893 4906 144 195 120 144 134 203 128 102 117 149 168 173 722 429 138 120 434 121 114 640 106 internal_value=0 0.000120105 0.000168263 0.000206927 -0.000132782 -0.00359661 0.000146294 0.000491398 0.00228778 -0.0021956 -8.36662e-05 -0.00489991 0.000468226 0.000181628 0.000314838 0.000461534 0.00331169 0.00115393 0.00462613 0.00722367 0.000294685 -0.000403858 0.00152243 -0.00118568 0.000939004 -0.00258197 0.00107731 -0.000354163 0.00215772 internal_weight=0 11341 11139 11006 5016 374 4642 5990 881 561 315 246 4081 5109 3947 3819 737 279 458 290 3717 1964 567 1397 554 843 1753 754 999 internal_count=815546 11341 11139 11006 5016 374 4642 5990 881 561 315 246 4081 5109 3947 3819 737 279 458 290 3717 1964 567 1397 554 843 1753 754 999 is_linear=0 shrinkage=0.1 Tree=229 num_leaves=30 num_cat=0 split_feature=3 3 0 3 3 3 3 0 0 3 3 3 0 21 0 0 0 0 0 3 3 0 0 25 19 0 0 5 0 split_gain=0.0174075 0.0320944 0.0562997 0.0369432 0.031973 0.0277887 0.129037 0.126897 0.244153 0.182288 0.0779788 0.0266803 0.188525 0.131208 0.132864 0.155962 0.330257 0.254763 0.575091 0.413534 0.354188 0.506768 0.123256 0.101065 0.0997372 0.29099 0.296823 0.326591 0.32195 threshold=203.50000000000003 132.50000000000003 1480852800.0000002 121.50000000000001 112.50000000000001 93.500000000000014 90.500000000000014 1478260800.0000002 1473768000.0000002 103.50000000000001 87.500000000000014 48.500000000000007 1470484800.0000002 1.0000000180025095e-35 1500897600.0000002 1499860800.0000002 1498651200.0000002 1493035200.0000002 1491912000.0000002 67.500000000000014 56.500000000000007 1495454400.0000002 1481889600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1471435200.0000002 1474459200.0000002 1.0000000180025095e-35 1478088000.0000002 decision_type=2 2 2 2 2 2 2 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 4 5 6 10 8 -7 -9 11 -1 -13 14 15 16 17 18 23 20 21 -19 -15 24 -14 -26 27 -27 -28 right_child=-2 2 -4 -5 -6 7 -8 9 -10 -11 -12 12 13 22 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 25 26 28 -29 -30 leaf_value=1.2626925104709513e-06 0.0012936706529357114 -0.0021410934526664258 0.00082418453902937468 0.0016730066579343243 -0.0015220710884550235 -0.00039466729106287863 -0.003472732871805675 -0.003038460466589865 0.005705889020163309 0.0023804472096694207 0.0025927319737343957 0.0031765524096067851 -9.6284126838495058e-05 -0.00045502463340459716 0.0030179197551839267 -0.003857692984519932 0.0049174570413015317 -0.0086746614959491344 0.0064202204091294152 -0.0069427703795654164 0.0021387168267349545 0.00049505796000037512 0.0033939119858047689 0.0023873507945686898 -0.005925410303498517 0.0047908371500210512 -0.0043606443400032177 -0.0013647665485872753 -0.00059409596089761798 leaf_weight=808910 104 178 100 132 138 151 107 154 116 104 116 158 1864 157 107 138 112 107 124 155 203 138 177 117 119 177 302 168 913 leaf_count=808910 104 178 100 132 138 151 107 154 116 104 116 158 1864 157 107 138 112 107 124 155 203 138 177 117 119 177 302 168 913 internal_value=0 -1.64992e-07 -0.00107445 2.01376e-07 -6.95463e-08 1.882e-07 -2.8067e-07 0.000727489 0.00225576 -0.000854095 1.75636e-07 -1.93753e-07 -0.0002252 -0.000331044 -0.00046592 -0.000546311 -0.000444739 -0.000581636 -0.00027743 -0.00249061 -0.000950248 -0.00350968 0.00158468 -0.000504345 -0.000599837 -0.00115887 -0.000795274 0.00179333 -0.00153031 internal_weight=0 815442 278 815164 815032 814894 814369 525 267 258 814262 814146 5236 5078 4744 4637 4499 4387 3784 603 448 245 334 3660 3543 1679 1560 345 1215 internal_count=815546 815442 278 815164 815032 814894 814369 525 267 258 814262 814146 5236 5078 4744 4637 4499 4387 3784 603 448 245 334 3660 3543 1679 1560 345 1215 is_linear=0 shrinkage=0.1 Tree=230 num_leaves=30 num_cat=0 split_feature=4 3 4 4 3 3 3 4 3 3 3 4 3 1 4 4 37 7 3 3 4 3 3 36 4 1 4 17 3 split_gain=0.015954 0.254342 0.099141 0.0431355 0.0691035 0.140364 0.102373 0.102166 0.111761 0.107073 0.0727603 0.0771116 0.205356 0.183209 0.225967 0.0476043 0.459628 0.624375 0.143517 0.0506057 0.130611 0.770127 0.270038 0.226634 0.225637 0.294856 0.191438 0.312805 0.371993 threshold=109.50000000000001 195.00000000000003 96.500000000000014 86.500000000000014 117.50000000000001 109.50000000000001 104.50000000000001 72.500000000000014 97.500000000000014 93.500000000000014 88.500000000000014 56.500000000000007 81.500000000000014 3.5000000000000004 62.500000000000007 51.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 75.500000000000014 61.500000000000007 43.500000000000007 54.500000000000007 57.500000000000007 1.0000000180025095e-35 47.500000000000007 1.5000000000000002 36.500000000000007 1.0000000180025095e-35 54.500000000000007 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 left_child=2 -2 3 4 5 6 7 8 9 10 11 12 15 14 -13 18 17 -17 19 20 22 -22 26 -24 25 -23 -1 28 -28 right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 16 -18 -19 -20 -21 21 24 23 -25 -26 -27 27 -29 -30 leaf_value=-1.270332093069762e-06 0.0042686568606983537 -0.0024863550142772434 -0.0030159044310177139 0.0017188801838416761 -0.0022967042045966362 0.0034200732840690765 -0.0029967340959334062 0.0030756191540233517 -0.0028772792314972592 0.0030122991008299277 -0.0020390508494206837 0.0038606031026731259 -0.0043408043926086177 -0.0020556369401973241 -0.00096275451711860284 -0.0061675604476684907 0.0056196956076478002 0.0025219692406014053 -0.0036627104433544994 -0.00067486785234241572 -0.0045438199731632602 -0.00069949008790510039 -0.0001963040318476592 -0.0050427404483810116 0.0068444151562494296 0.0054334862272478121 0.0013980693160664907 0.0055377719077196992 -0.0025525605656265215 leaf_weight=809088 110 113 109 146 131 120 114 108 135 118 175 279 109 134 149 140 149 202 107 1110 159 175 191 195 142 142 1259 143 294 leaf_count=809088 110 113 109 146 131 120 114 108 135 118 175 279 109 134 149 140 149 202 107 1110 159 175 191 195 142 142 1259 143 294 internal_value=0 0.000845714 -2.31313e-07 1.71905e-07 -1.35961e-07 2.33209e-07 -2.70438e-07 1.48852e-07 -2.58898e-07 2.1798e-07 -2.18478e-07 2.19756e-07 -5.89087e-07 0.00117118 0.00218144 -7.54346e-09 0.000984346 -0.00103515 -6.02026e-07 -1.19991e-07 8.02627e-07 0.00145402 -3.04524e-07 -0.00264463 0.0035317 0.00204777 9.54394e-07 0.00106227 0.000650172 internal_weight=0 223 815323 815214 815068 814937 814817 814703 814595 814460 814342 814167 813605 562 428 813496 491 342 813005 812898 811788 618 811170 386 459 317 810784 1696 1553 internal_count=815546 223 815323 815214 815068 814937 814817 814703 814595 814460 814342 814167 813605 562 428 813496 491 342 813005 812898 811788 618 811170 386 459 317 810784 1696 1553 is_linear=0 shrinkage=0.1 Tree=231 num_leaves=30 num_cat=0 split_feature=3 3 1 3 3 3 0 0 0 3 3 3 0 23 0 0 37 0 0 0 3 1 37 1 1 0 3 1 1 split_gain=0.020425 0.0291372 0.155567 0.03135 0.0296072 0.0212074 0.104236 0.18761 0.172076 0.0940362 0.0718882 0.0232613 0.216245 0.121959 0.724326 0.262526 0.706599 0.491629 0.276237 0.488677 1.10484 0.284443 0.406479 0.50276 0.629502 1.39726 0.394723 0.27701 0.320913 threshold=203.50000000000003 132.50000000000003 2.5000000000000004 121.50000000000001 112.50000000000001 93.500000000000014 1478260800.0000002 1473768000.0000002 1488628800.0000002 90.500000000000014 87.500000000000014 37.500000000000007 1501156800.0000002 1.0000000180025095e-35 1495713600.0000002 1499947200.0000002 1.0000000180025095e-35 1499169600.0000002 1482667200.0000002 1481112000.0000002 43.500000000000007 3.5000000000000004 1.0000000180025095e-35 12.500000000000002 4.5000000000000009 1490184000.0000002 55.500000000000007 3.5000000000000004 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 left_child=1 3 -3 4 5 9 7 -7 -8 10 11 -1 13 15 -15 17 -17 18 19 -13 -21 -20 23 24 -23 -26 -24 28 -22 right_child=-2 2 -4 -5 -6 6 8 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 21 20 27 22 26 -25 25 -27 -28 -29 -30 leaf_value=1.710829302404169e-06 0.0014013178951035325 -0.0028386026906913947 0.0020596771672802064 0.0015411482037355503 -0.00146468926733191 -0.00030269952219547027 -0.0031688686117662917 0.0050449958713404061 0.0020151326278055885 -0.0029645749097951105 0.002489400751374919 -0.00021375135525454039 0.0039193860944649285 -0.00030486948543004705 0.0061751586636448483 0.0007739319740376698 -0.008596898626237021 0.0049293829238772893 -0.0015002545783025201 0.010403669457117173 -0.00097812158380785968 0.003059456464427623 0.0061729505469048686 0.0042154364745880741 0.0014696469090672004 -0.014810141545123629 -0.0014663743705136106 -0.0042419508898484653 0.0055497941718651699 leaf_weight=803810 104 175 103 132 138 151 140 116 118 107 116 4375 129 1117 204 195 137 181 2705 146 179 103 197 122 108 103 103 102 130 leaf_count=803810 104 175 103 132 138 151 140 116 118 107 116 4375 129 1117 204 195 137 181 2705 146 179 103 197 122 108 103 103 102 130 internal_value=0 -1.78722e-07 -0.00102377 1.7036e-07 -7.92116e-08 1.68816e-07 0.000635535 0.00202064 -0.000797891 -2.40786e-07 1.48749e-07 -2.05921e-07 -0.000149268 -0.000200689 0.000695831 -0.000333966 -0.00309295 -0.000226884 -0.000338348 0.00014142 0.00293114 -0.001026 0.00071701 -0.00123237 -0.00334904 -0.00647736 0.00355012 0.000276668 0.00176825 internal_weight=0 815442 278 815164 815032 814894 525 267 258 814369 814262 814146 10336 10207 1321 8886 332 8554 8373 4932 557 3441 736 436 314 211 300 411 309 internal_count=815546 815442 278 815164 815032 814894 525 267 258 814369 814262 814146 10336 10207 1321 8886 332 8554 8373 4932 557 3441 736 436 314 211 300 411 309 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=30 num_cat=0 split_feature=3 4 3 4 3 36 4 4 4 43 3 3 3 4 37 3 7 3 4 20 3 37 4 22 3 3 3 3 43 split_gain=0.0165442 0.0303587 0.127496 0.0351554 0.0410374 0.123848 0.0834071 0.0391443 0.0301438 0.114379 0.076069 0.2758 0.101931 0.0403869 0.209671 0.369253 0.365039 0.122613 0.181373 0.238905 0.339915 0.24458 0.0903321 0.368781 0.239418 0.215223 0.321745 0.21009 0.191726 threshold=203.50000000000003 109.50000000000001 132.50000000000003 80.500000000000014 99.500000000000014 1.0000000180025095e-35 69.500000000000014 65.500000000000014 60.500000000000007 1.0000000180025095e-35 83.500000000000014 87.500000000000014 80.500000000000014 51.500000000000007 1.0000000180025095e-35 76.500000000000014 1.0000000180025095e-35 66.500000000000014 42.500000000000007 1.0000000180025095e-35 69.500000000000014 1.0000000180025095e-35 41.500000000000007 1.0000000180025095e-35 56.500000000000007 50.500000000000007 53.500000000000007 60.500000000000007 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 left_child=1 2 3 4 6 -6 7 8 10 -10 12 -12 13 17 15 16 -15 22 -19 20 -20 -22 27 24 -24 -25 -27 -1 -28 right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17 -18 18 19 -21 21 -23 23 25 -26 26 28 -29 -30 leaf_value=-3.020138218122563e-07 0.0012611860910860392 0.0015707664676313478 -0.0028141964634053225 0.0012527580963381168 0.00066301799507989512 -0.0029784574890403415 0.0027413036644895069 -0.0015355294611002039 0.0025949183092818838 -0.0014840754655389382 -0.0053902534356860968 0.0015975581516471248 0.0029025934109356533 -0.0057846925494357436 0.0035928794710093706 0.0047238198173052953 0.00075823393096958384 0.0023936658285536052 0.0031010794193883032 -0.0054684042870127535 -0.00023816706810703895 -0.0068316509541456061 -0.0065095830950703398 -0.0028722066050838858 -2.6386312945464323e-05 0.0066040335472409189 0.0023769339931831493 -0.0035798218214661511 -0.00043231528507202714 leaf_weight=810725 104 123 161 224 199 176 111 166 178 112 111 115 121 145 189 109 207 105 140 154 127 101 102 105 129 127 614 164 402 leaf_count=810725 104 123 161 224 199 176 111 166 178 112 111 115 121 145 189 109 207 105 140 154 127 101 102 105 129 127 614 164 402 internal_value=0 -1.60849e-07 -3.97841e-07 1.57906e-07 -1.86395e-07 -0.00104605 2.9509e-07 -7.84784e-08 2.3454e-07 0.00101958 -1.28623e-07 -0.00183451 3.80824e-07 -5.07747e-08 0.000787884 -0.000362103 -0.00193701 -6.80739e-07 -0.00139855 -0.00216135 -0.000777426 -0.00315896 3.98163e-07 0.000781201 -0.0028891 0.00146056 0.00185858 -1.02596e-06 0.0012654 internal_weight=0 815442 815319 815158 814934 375 814559 814448 814282 290 813992 226 813766 813645 650 461 352 812995 627 522 368 228 812368 1479 231 1248 1143 810889 1016 internal_count=815546 815442 815319 815158 814934 375 814559 814448 814282 290 813992 226 813766 813645 650 461 352 812995 627 522 368 228 812368 1479 231 1248 1143 810889 1016 is_linear=0 shrinkage=0.1 Tree=233 num_leaves=30 num_cat=0 split_feature=0 6 1 17 0 1 9 0 1 0 0 0 9 17 0 1 0 1 1 1 1 17 0 0 43 1 1 0 6 split_gain=0.0119316 0.0199065 0.0873025 0.0560052 0.0936177 0.119676 0.102442 0.0806814 0.0801375 0.0743191 0.072656 0.0499337 0.0440823 0.0422302 0.0406312 0.0334428 0.0312906 0.0488156 0.0246444 0.0213255 0.020013 0.0192311 0.0448155 0.0807981 0.0685303 0.0661035 0.179822 0.237414 0.181788 threshold=1473249600.0000002 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1471262400.0000002 4.5000000000000009 1.0000000180025095e-35 1471435200.0000002 1.5000000000000002 1472126400.0000002 1472644800.0000002 1470484800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1471780800.0000002 1.5000000000000002 1471780800.0000002 14.500000000000002 1.5000000000000002 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 1485259200.0000002 1483963200.0000002 1.0000000180025095e-35 13.500000000000002 24.500000000000004 1493640000.0000002 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 left_child=1 3 13 -1 5 6 15 -6 9 14 -11 -4 -10 -3 -9 -5 17 -13 -8 -15 -18 -2 23 24 -23 -24 27 -27 -28 right_child=21 2 11 4 7 -7 18 8 12 10 -12 16 -14 19 -16 -17 20 -19 -20 -21 -22 22 25 -25 -26 26 28 -29 -30 leaf_value=4.2802963680282682e-05 -1.2255745240441923e-06 2.7930776913949771e-05 0.00049399355075756333 -0.00033201293374531817 0.0035875867173672305 0.0029010932090526558 -0.0014755294397119322 0.0014662166864510772 -0.0016362169325681557 -0.00095073555736997794 0.0019632765856921657 -0.0032246577786950309 0.00078017931269929071 -0.00049153765014699799 0.00412357870851393 0.0017682885330779557 0.00023727645346904565 -0.00068450095643157738 -0.0035669801669700124 -0.0019758871534731057 -0.0013569872146861868 -0.00033706853330147291 -2.4788427321037286e-05 -0.0011587176871367718 0.00033874427085370679 0.00062532019438080947 0.0017983842933157073 0.0067812106847569414 -0.0032912035782561252 leaf_weight=67445 712276 11314 163 304 128 104 119 102 150 155 191 185 152 304 132 101 120 128 107 142 229 5963 12064 916 2005 165 145 101 136 leaf_count=67445 712276 11314 163 304 128 104 119 102 150 155 191 185 152 304 132 101 120 128 107 142 229 5963 12064 916 2005 165 145 101 136 internal_value=0 3.62323e-05 -7.9454e-05 5.72745e-05 0.000616606 -0.000242008 -0.000760047 0.00124144 0.000900956 0.00158877 0.000657867 -0.00107386 -0.000420017 -9.69342e-06 0.00296524 0.000191766 -0.0014599 -0.00218587 -0.00246573 -0.000964133 -0.000808816 -4.0379e-06 -9.72295e-05 -0.000269264 -0.000167013 2.39628e-05 0.00109916 0.00296271 -0.000664904 internal_weight=0 81775 12585 69190 1745 735 631 1010 882 580 346 825 302 11760 234 405 662 313 226 446 349 733771 21495 8884 7968 12611 547 266 281 internal_count=815546 81775 12585 69190 1745 735 631 1010 882 580 346 825 302 11760 234 405 662 313 226 446 349 733771 21495 8884 7968 12611 547 266 281 is_linear=0 shrinkage=0.1 Tree=234 num_leaves=30 num_cat=0 split_feature=4 3 37 4 37 4 3 5 3 19 3 4 19 5 3 3 5 3 3 4 37 4 3 9 4 42 3 4 19 split_gain=0.0157466 0.231128 0.515841 0.371147 0.699026 0.227814 0.316308 0.286806 0.255426 0.212483 0.206645 0.32661 0.538228 0.593079 0.371882 0.194379 0.358821 0.920744 0.414311 0.78635 0.473669 0.449905 0.364198 0.228565 0.250312 0.284055 0.188981 0.184052 0.180838 threshold=28.500000000000004 43.500000000000007 1.0000000180025095e-35 33.500000000000007 1.0000000180025095e-35 30.500000000000004 39.500000000000007 1.0000000180025095e-35 36.500000000000007 1.0000000180025095e-35 48.500000000000007 35.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 45.500000000000007 32.500000000000007 1.0000000180025095e-35 43.500000000000007 40.500000000000007 23.500000000000004 1.0000000180025095e-35 25.500000000000004 34.500000000000007 1.0000000180025095e-35 27.500000000000004 1.0000000180025095e-35 39.500000000000007 26.500000000000004 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 left_child=15 2 28 4 9 6 8 26 -4 -3 11 -5 14 -14 -13 -1 18 -18 19 20 -17 -20 27 24 25 -24 -7 -21 -2 right_child=1 3 5 10 -6 7 -8 -9 -10 -11 -12 12 13 -15 -16 16 17 -19 21 22 -22 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=1.9792626771690685e-06 -0.00047347337035195079 0.00086016480011761709 0.002010575301688293 -0.0011144807980437378 -0.0060143613912177624 0.0094671837285033658 0.0055752355503765026 0.001440962925553322 -0.0042408267928271742 -0.0028210672861198991 -0.00011717950424478479 -0.0042610987511826522 0.0019284897956295289 0.011629225429275941 0.0026702465042471885 -0.0024922568093547052 -0.00048117025918660203 0.0063827978675811171 0.00025798278511501849 0.0047073013829520369 -0.0099474960850784565 -0.0079992291159683617 5.804544501593572e-05 0.0010630418701006231 0.0016871424120935528 -0.0060786711650525306 0.0042514613148761779 -0.00019770091893071804 0.0014744987480769306 leaf_weight=799846 1708 507 145 314 299 117 110 200 119 227 6166 118 138 116 225 255 2369 213 100 221 128 194 119 327 110 206 171 117 661 leaf_count=799846 1708 507 145 314 299 117 110 200 119 227 6166 118 138 116 225 255 2369 213 100 221 128 194 119 327 110 206 171 117 661 internal_value=0 0.000117011 0.000832236 -0.000167932 -0.0019386 0.00292692 0.00106992 0.00435011 -0.000807292 -0.000278309 9.05245e-05 0.00149635 0.00286954 0.00635875 0.000285702 -1.65011e-06 -0.000667614 8.50672e-05 -0.00176127 -0.0010814 -0.00498383 -0.00519065 0.000277349 -0.000934512 -0.00243612 -0.00383169 0.00637035 0.00300942 7.00511e-05 internal_weight=0 11341 3231 8110 1033 862 374 488 264 734 7077 911 597 254 343 804205 4359 2582 1777 1483 383 294 1100 762 435 325 288 338 2369 internal_count=815546 11341 3231 8110 1033 862 374 488 264 734 7077 911 597 254 343 804205 4359 2582 1777 1483 383 294 1100 762 435 325 288 338 2369 is_linear=0 shrinkage=0.1 Tree=235 num_leaves=30 num_cat=0 split_feature=4 40 0 4 0 15 29 4 4 0 0 4 0 0 22 4 5 20 4 37 0 4 36 7 0 0 4 21 4 split_gain=0.0175974 0.20527 0.180028 0.728288 0.480008 0.262323 0.245013 0.211908 0.196397 0.520904 0.290474 0.452284 0.23776 0.520026 0.715752 0.336138 0.320872 1.28224 0.512749 0.823747 0.470743 1.08438 0.282126 0.480745 0.659482 0.71827 0.347833 0.277124 0.66213 threshold=17.500000000000004 1.0000000180025095e-35 1490270400.0000002 76.500000000000014 1490443200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 32.500000000000007 79.500000000000014 1483272000.0000002 1474286400.0000002 102.50000000000001 1482667200.0000002 1481198400.0000002 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 1.0000000180025095e-35 1482148800.0000002 24.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1487764800.0000002 1485691200.0000002 25.500000000000004 1.0000000180025095e-35 19.500000000000004 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 left_child=-1 2 8 4 -4 6 -6 -7 12 10 11 -10 13 -2 15 -15 17 -16 19 20 21 -18 -14 24 25 26 -24 -25 -29 right_child=1 -3 3 -5 5 7 -8 -9 9 -11 -12 -13 22 14 16 -17 18 -19 -20 -21 -22 -23 23 27 -26 -27 -28 28 -30 leaf_value=-2.8683264231519365e-06 -0.00011258332860339096 -0.0031177339662826855 0.0067054925048040106 -0.0076469597059575442 0.000779824667447696 -0.0016831846425880929 -0.0031051396265877017 0.0019731714876774602 0.0075349539833232046 0.0080341684114601884 -0.0023625239905602528 -0.0017032332091687996 0.00019279440036661609 0.00097273214594583574 0.0020111000312833614 -0.0054727542188861061 -0.0027238363290806662 0.012774042186202664 -0.0047170876541127596 0.0085299176027680331 -0.0053750969889993679 0.0091406361552716052 -0.0096925840837648151 -0.0011794786733783109 -0.0099470519716851422 0.0040096403162580745 -0.0014894738693277693 -0.0055335690526823918 0.0034748166710126555 leaf_weight=785592 12987 200 126 109 7355 847 166 195 105 108 212 107 2328 152 502 173 187 142 118 164 112 131 100 2479 140 131 107 105 366 leaf_count=785592 12987 200 126 109 7355 847 166 195 105 108 212 107 2328 152 502 173 187 142 118 164 112 131 100 2479 140 131 107 105 366 internal_value=0 7.52265e-05 9.66889e-05 0.000476318 0.000578221 0.000488061 0.000694078 -0.000998934 -6.26914e-05 0.00183413 0.00025488 0.00287228 -0.000112099 0.000101635 0.00175663 -0.00245825 0.00276684 0.0043843 0.00130386 0.00249994 0.000200128 0.00216373 -0.000656758 -0.0012337 -0.00417564 -0.00178512 -0.00545233 -0.000757007 0.00146658 internal_weight=0 29954 29754 8798 8689 8563 7521 1042 20956 532 424 212 20424 14668 1681 325 1356 644 712 594 430 318 5756 3428 478 338 207 2950 471 internal_count=815546 29954 29754 8798 8689 8563 7521 1042 20956 532 424 212 20424 14668 1681 325 1356 644 712 594 430 318 5756 3428 478 338 207 2950 471 is_linear=0 shrinkage=0.1 Tree=236 num_leaves=30 num_cat=0 split_feature=1 1 1 28 22 1 1 1 36 1 1 20 20 10 19 1 1 1 1 20 1 1 1 1 36 1 1 36 1 split_gain=0.0115079 0.0116244 0.0181003 0.0105341 0.0151452 0.0260531 0.0219803 0.0356725 0.0781703 0.103646 0.0255445 0.133868 0.0190633 0.0168277 0.0296584 0.0198071 0.0555967 0.0192699 0.0832702 0.0314678 0.122678 0.0590652 0.0331277 0.026188 0.0297228 0.0200333 0.0183693 0.0285714 0.0172007 threshold=291.50000000000006 259.50000000000006 228.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 27.500000000000004 24.500000000000004 1.0000000180025095e-35 25.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 109.50000000000001 102.50000000000001 78.500000000000014 72.500000000000014 1.0000000180025095e-35 30.500000000000004 30.500000000000004 49.500000000000007 39.500000000000007 1.0000000180025095e-35 54.500000000000007 63.500000000000007 1.0000000180025095e-35 52.500000000000007 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 left_child=1 2 3 4 -1 -6 7 10 9 -9 -7 -12 -10 15 -15 16 17 18 19 21 -21 -8 -22 -23 25 -25 27 -24 -26 right_child=-2 -3 -4 -5 5 6 13 8 12 -11 11 -13 -14 14 -16 -17 -18 -19 -20 20 22 23 26 24 28 -27 -28 -29 -30 leaf_value=2.065941000698037e-05 0.00099168518004923048 -0.0010573009033508312 0.0013191556238780324 4.3177863423240847e-05 2.2078727312606287e-07 -5.7149166866063222e-05 -0.00086063414268750969 -0.0044383040150436995 0.0011042409843650819 -0.00049886994149025727 0.0029654382123206892 -0.0017904440107236489 -0.00046243175966511073 0.0002211713175047263 -0.0015298252969106292 -0.00018307140004693461 0.0024577486384053473 -0.00034325592189901437 0.0027149102455899686 0.0021948193989585591 -0.0008715331936912208 0.001583503921522585 0.0017636770707616604 -0.00092713366566276375 0.0018853955495615083 0.00085901401070088361 -0.00062928349406530084 -0.00021694043530288634 0.00038127534268778942 leaf_weight=197785 117 104 104 52441 435422 124053 222 110 143 170 141 102 170 252 157 947 119 459 142 202 760 388 133 166 165 101 169 161 141 leaf_count=197785 117 104 104 52441 435422 124053 222 110 143 170 141 102 170 252 157 947 119 459 142 202 760 388 133 166 165 101 169 161 141 internal_value=0 -1.4229e-07 -7.44227e-09 -1.75732e-07 -3.15628e-06 -1.14933e-05 -5.08579e-05 -5.88343e-05 -0.000832594 -0.0020465 -5.51428e-05 0.000969142 0.000253332 0.000161816 -0.000450972 0.000220443 0.000335265 0.000256556 0.00035667 0.000228269 -8.82238e-05 0.000609506 -0.000465309 0.000949122 0.000519557 -0.000251475 0.000201496 0.000679053 0.00119232 internal_weight=0 815429 815325 815221 762780 564995 129573 124889 593 280 124296 243 313 4684 409 4275 3328 3209 2750 2608 1425 1183 1223 961 573 267 463 294 306 internal_count=815546 815429 815325 815221 762780 564995 129573 124889 593 280 124296 243 313 4684 409 4275 3328 3209 2750 2608 1425 1183 1223 961 573 267 463 294 306 is_linear=0 shrinkage=0.1 Tree=237 num_leaves=30 num_cat=0 split_feature=36 12 28 33 9 22 9 40 27 32 9 39 17 11 27 18 23 12 15 10 9 9 17 7 12 22 9 30 9 split_gain=0.00901768 0.0114098 0.0131694 0.0127216 0.0638934 0.0139625 0.0645707 0.0164384 0.0125244 0.0111346 0.010354 0.00938505 0.0132944 0.00802239 0.00680998 0.0230663 0.0104411 0.0329231 0.0184243 0.0171016 0.0150906 0.00901839 0.00897011 0.00868157 0.00852197 0.00735102 0.00580067 0.00568538 0.0069072 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=1 8 3 5 -5 6 -3 9 -1 11 -4 27 -13 -10 -2 16 17 -16 23 20 -19 -20 -22 -18 -17 -21 -26 -7 -29 right_child=14 2 10 4 -6 7 -8 -9 13 -11 -12 12 -14 -15 15 24 18 19 21 25 22 -23 -24 -25 26 -27 -28 28 -30 leaf_value=-1.223937864916591e-06 2.2352111491636946e-05 1.3942910162043787e-05 5.5018467933506797e-05 1.6189044352604617e-05 0.0012108412412181972 -3.0629645069818695e-05 0.0025209998993445484 8.7777631240196463e-05 9.1173344060475073e-05 7.8953215514999226e-05 0.00037520488873698577 -7.545013761469021e-05 -0.00026103754431853462 -0.00022199755331162165 7.4508919207709961e-05 -0.00035277287136793799 -1.6269445865576792e-05 -7.1149946761612352e-05 -2.4418141280432481e-05 0.00095530673355521392 8.368302860492895e-05 -0.00044712694522359216 -0.0003335604819197785 0.00010338489797807194 0.00026138300096444908 0.00015575264356143786 9.8445152531612748e-06 -7.9028288847480957e-05 -0.00048715937105871644 leaf_weight=90605 219936 39529 8563 32188 454 105625 103 8968 23104 6395 1145 52685 4165 848 26076 279 7947 89642 31252 120 9149 513 546 25588 4751 2753 1136 21058 423 leaf_count=90605 219936 39529 8563 32188 454 105625 103 8968 23104 6395 1145 52685 4165 848 26076 279 7947 89642 31252 120 9149 513 546 25588 4751 2753 1136 21058 423 internal_value=0 -1.08272e-05 -2.16613e-05 -2.57521e-05 3.28048e-05 -3.37513e-05 2.04585e-05 -4.45302e-05 1.57766e-05 -5.07636e-05 9.27825e-05 -5.52731e-05 -8.90468e-05 8.00858e-05 1.02124e-05 -3.15389e-06 -9.21857e-06 -2.57878e-05 2.33327e-05 -5.13757e-05 -5.83321e-05 -3.12448e-05 6.01848e-05 7.50297e-05 0.000187251 0.000189149 0.000212844 -4.01673e-05 -8.70651e-05 internal_weight=0 395858 281301 271593 32642 238951 39632 199319 114557 190351 9708 183956 56850 23952 419688 199752 193586 128286 65300 102210 99337 31765 9695 33535 6166 2873 5887 127106 21481 internal_count=815546 395858 281301 271593 32642 238951 39632 199319 114557 190351 9708 183956 56850 23952 419688 199752 193586 128286 65300 102210 99337 31765 9695 33535 6166 2873 5887 127106 21481 is_linear=0 shrinkage=0.1 Tree=238 num_leaves=30 num_cat=0 split_feature=3 3 3 22 41 36 3 3 3 21 3 25 3 3 3 20 3 3 20 3 3 3 3 6 3 3 20 3 3 split_gain=0.0157146 0.0225893 0.0141522 0.0645527 0.425 0.21179 0.16706 0.160993 0.107882 0.0617822 0.0739088 0.0563913 0.136032 0.0474354 0.147559 0.0684161 0.125363 0.0526572 0.0763624 0.0499143 0.0423463 0.151734 0.0799883 0.0558683 0.244511 0.229209 0.187583 0.223827 0.156163 threshold=203.50000000000003 153.50000000000003 37.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 83.500000000000014 49.500000000000007 68.500000000000014 1.0000000180025095e-35 56.500000000000007 1.0000000180025095e-35 65.500000000000014 98.500000000000014 105.50000000000001 1.0000000180025095e-35 125.50000000000001 84.500000000000014 1.0000000180025095e-35 89.500000000000014 74.500000000000014 72.500000000000014 78.500000000000014 1.0000000180025095e-35 50.500000000000007 59.500000000000007 1.0000000180025095e-35 45.500000000000007 41.500000000000007 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 left_child=1 2 -1 4 5 7 9 -4 -9 10 -7 13 -13 17 -15 16 -16 20 19 -19 21 23 -22 -5 26 -26 27 28 -25 right_child=-2 -3 3 11 -6 6 -8 8 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 -21 22 -23 -24 24 25 -27 -28 -29 -30 leaf_value=1.638796042668141e-06 0.0012291569513483691 -0.0012568957960376373 0.0045584615807802908 -0.00013426551252945345 -0.0046333576950386467 -0.0017660041370194677 0.003948970967460246 -0.0006878955907951925 0.0033429607761347978 0.00049748025361123684 0.0010947596999661376 -0.00031715348102027621 0.0040449929716331627 0.0032604099548752272 -0.00090809002596670433 -0.0019150897842163909 0.003406730073933991 -0.0037841124352640831 0.00034815184007393278 -0.001174391339909995 0.0019366225176158229 -0.0032136322408230543 -0.00046922798168974752 -0.0013670147005905165 0.0031223405430746542 -0.0012263397261838191 -0.0041261924398745733 -0.0042272430164023087 0.0032419758153778011 leaf_weight=803810 104 143 231 6366 151 365 105 161 113 539 120 224 105 155 191 168 104 130 169 168 245 177 317 160 231 255 273 130 136 leaf_count=803810 104 143 231 6366 151 365 105 161 113 539 120 224 105 155 191 168 104 130 169 168 245 177 317 160 231 255 273 130 136 internal_value=0 -1.56764e-07 6.36623e-08 -0.000110138 0.00044254 0.00091161 0.000150189 0.00261388 0.000974465 -0.000239334 -0.00105819 -0.0002118 0.00107502 -0.000256959 0.000589779 -0.000304277 0.000613067 -0.000316715 -0.00134988 -0.00231286 -0.000258514 -0.000319463 0.000579586 -0.000251622 -0.000882077 0.000840626 -0.00207984 -0.00076844 0.00075063 internal_weight=0 815442 815299 11489 1785 1634 1129 505 274 1024 485 9704 329 9375 618 463 295 8757 467 298 8290 7728 562 7551 1185 486 699 426 296 internal_count=815546 815442 815299 11489 1785 1634 1129 505 274 1024 485 9704 329 9375 618 463 295 8757 467 298 8290 7728 562 7551 1185 486 699 426 296 is_linear=0 shrinkage=0.1 Tree=239 num_leaves=30 num_cat=0 split_feature=4 32 1 0 0 0 0 15 1 1 19 37 4 6 19 4 1 4 4 4 1 0 0 0 0 19 0 0 9 split_gain=0.0174531 0.2216 0.358141 0.173436 0.454892 0.242237 0.435729 0.511214 0.843408 1.69389 1.12047 0.444417 1.15733 0.398048 0.595109 0.44709 0.382994 0.324923 0.62549 0.475026 0.3687 0.563442 0.341864 0.396122 0.34187 0.318582 0.304518 0.511577 0.243275 threshold=17.500000000000004 1.0000000180025095e-35 1.5000000000000002 1488110400.0000002 1488283200.0000002 1482667200.0000002 1481198400.0000002 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 1.5000000000000002 38.500000000000007 41.500000000000007 26.500000000000004 4.5000000000000009 1483963200.0000002 1484654400.0000002 1486209600.0000002 1487246400.0000002 1.0000000180025095e-35 1484827200.0000002 1486036800.0000002 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 left_child=-1 3 -3 5 -5 6 -2 8 9 11 -10 16 -13 15 -15 28 25 19 -19 -17 21 -21 -23 -24 -25 -8 -20 -28 -7 right_child=1 2 -4 4 -6 13 7 -9 10 -11 -12 12 -14 14 -16 17 -18 18 26 20 -22 22 23 24 -26 -27 27 -29 -30 leaf_value=-2.8565472555415434e-06 -7.44881086400948e-05 -0.00065584870192042304 -0.0072231432964179904 0.0065611522708786648 0.00036831619666515062 -0.0024628334989912131 0.00092593426444210678 -0.0032326047802295459 0.0051979132977083599 0.013645412181307312 -0.00779075858885121 0.012825098071919115 0.00058936550860156387 -0.00036598059443553781 0.006396581639036618 -0.0012780586699124689 0.0052239642273822192 -0.0092827649349267165 0.0020147662393084948 0.0073355656416000184 -0.0039156084163830835 -0.0042831090865521103 0.0047641284535571825 -0.0040330126671723919 0.0034520276460935856 -0.0043119030838511931 -0.0080429293312913475 0.0003234595185920094 -0.0070685795896376184 leaf_weight=785592 13257 412 104 120 10255 433 446 192 109 142 170 122 211 463 181 1372 149 117 188 180 104 103 260 142 107 157 124 178 156 leaf_count=785592 13257 412 104 120 10255 433 446 192 109 142 170 122 211 463 181 1372 149 117 188 180 104 103 260 142 107 157 124 178 156 internal_value=0 7.49176e-05 -0.00197949 0.000110928 0.000439944 -6.81385e-05 0.000118691 0.00162693 0.00224647 0.00337493 -0.00271633 0.00203077 0.00507213 -0.000748285 0.00153468 -0.00117272 0.000684001 -0.000658498 -0.00271343 -0.000108521 0.00168233 0.00241742 0.000970902 0.00203409 -0.00081655 -0.000437814 -0.00114484 -0.00311175 -0.00368269 internal_weight=0 29954 516 29438 10375 19063 14955 1698 1506 1227 279 1085 333 4108 644 3464 752 2875 607 2268 896 792 612 509 249 603 490 302 589 internal_count=815546 29954 516 29438 10375 19063 14955 1698 1506 1227 279 1085 333 4108 644 3464 752 2875 607 2268 896 792 612 509 249 603 490 302 589 is_linear=0 shrinkage=0.1 Tree=240 num_leaves=30 num_cat=0 split_feature=3 4 4 4 3 0 12 4 0 0 4 4 3 0 0 7 17 3 4 0 0 0 0 8 0 43 0 3 4 split_gain=0.0156343 0.365199 0.339487 0.275908 0.543742 0.555747 0.703504 0.568649 0.390924 0.351382 0.273193 0.25989 0.438686 0.412642 0.321941 0.622887 0.307402 0.290039 0.455953 0.556203 0.416639 0.450491 0.63029 0.53826 0.378019 0.521081 0.439188 0.45122 0.434681 threshold=26.500000000000004 24.500000000000004 14.500000000000002 17.500000000000004 18.500000000000004 1492257600.0000002 1.0000000180025095e-35 22.500000000000004 1470484800.0000002 1491652800.0000002 19.500000000000004 24.500000000000004 40.500000000000007 1475496000.0000002 1476532800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 34.500000000000007 30.500000000000004 1499256000.0000002 1471780800.0000002 1473768000.0000002 1474632000.0000002 1.0000000180025095e-35 1486555200.0000002 1.0000000180025095e-35 1492257600.0000002 29.500000000000004 28.500000000000004 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 left_child=1 3 -2 -1 -5 8 10 -8 -6 -10 -7 12 13 -4 15 -15 -16 18 19 20 -13 -22 -23 24 25 28 27 -26 -24 right_child=2 -3 11 4 5 6 7 -9 9 -11 -12 17 -14 14 16 -17 -18 -19 -20 -21 21 22 23 -25 26 -27 -28 -29 -30 leaf_value=-2.6484023991090261e-06 0.0042430693912643216 -0.0047017823567148303 0.0005499081920776963 -0.0034778710961716891 -0.0048851644916756976 0.0011057349687573462 0.0025188347654655852 0.0094062997830601843 0.00050124839126733606 -0.0047214873956170668 -0.0041723389494468504 -0.0032969460458649943 0.0039694405302871027 -0.0096635042363640272 -0.0013017249694226695 0.00038405996851603659 0.0019384081344423255 -9.2737383801676289e-05 -0.00437372949268973 -0.003444275435648134 0.0075371612797908751 -0.0057772782215033663 0.0010200052920089329 0.009322338163852693 -1.3840163777714741e-05 -0.0027769837939282341 0.0011474542112874079 0.0076789036036210003 0.0081205486983223947 leaf_weight=784947 180 165 1699 316 145 188 1539 130 5347 132 205 150 200 127 4156 120 315 12913 147 221 145 105 589 100 102 329 431 302 101 leaf_count=784947 180 165 1699 316 145 188 1539 130 5347 132 205 150 200 127 4156 120 315 12913 147 221 145 105 589 100 102 329 431 302 101 internal_value=0 2.32853e-06 -8.23283e-05 3.30738e-06 0.000587533 0.000754677 0.002159 0.00305531 0.000239792 0.000375422 -0.00164746 -0.000117317 -0.000642643 -0.000786388 -0.0012676 -0.0047821 -0.00107344 0.00010501 0.00104311 0.00135234 0.00180266 0.00214973 0.00177034 0.00217591 0.00179045 0.000497871 0.00336787 0.00573668 0.00205936 internal_weight=0 793114 22432 792949 8002 7686 2062 1669 5624 5479 393 22252 6617 6417 4718 247 4471 15635 2722 2575 2354 2204 2059 1954 1854 1019 835 404 690 internal_count=815546 793114 22432 792949 8002 7686 2062 1669 5624 5479 393 22252 6617 6417 4718 247 4471 15635 2722 2575 2354 2204 2059 1954 1854 1019 835 404 690 is_linear=0 shrinkage=0.1 Tree=241 num_leaves=30 num_cat=0 split_feature=0 4 4 4 19 4 4 4 42 0 4 0 0 6 0 4 4 4 4 0 4 0 0 4 0 0 0 4 0 split_gain=0.0136627 0.242778 0.143762 0.671742 0.409771 0.299604 0.0985208 0.282202 0.156525 0.097303 0.0968939 0.137142 0.161372 0.232329 0.257127 0.284613 0.118003 0.0882265 0.152444 0.529057 0.172398 0.809038 0.319472 0.141665 0.300084 0.645585 0.119211 0.111283 0.180782 threshold=1488801600.0000002 79.500000000000014 48.500000000000007 45.500000000000007 1.0000000180025095e-35 42.500000000000007 86.500000000000014 119.00000000000001 1.0000000180025095e-35 1497096000.0000002 62.500000000000007 1483444800.0000002 1480075200.0000002 1.0000000180025095e-35 1472817600.0000002 70.500000000000014 59.500000000000007 54.500000000000007 51.500000000000007 1480939200.0000002 48.500000000000007 1481198400.0000002 1475841600.0000002 45.500000000000007 1480334400.0000002 1473076800.0000002 1480766400.0000002 42.500000000000007 1479988800.0000002 decision_type=2 2 2 2 2 2 2 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 3 5 9 -2 10 8 -8 -4 16 12 13 14 -12 -16 17 18 20 -20 23 22 -22 27 25 -25 -19 -1 -29 right_child=1 -3 4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 15 -17 -18 26 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 leaf_value=1.0518715560428212e-05 -1.7219745435263235e-05 -0.0045141910715028643 -0.0019913971931054234 -0.0060751562383053875 0.0049138737053113397 0.0039038092949694823 0.0015526382469045596 -0.002061509418498426 0.0066249075815966816 0.0014354772817543042 0.0034567110255242341 -0.0042490516754332928 0.0027456482629753462 -0.0055134843136849148 -0.0059663309462900677 0.0012650605455964013 0.0027600588431829611 -0.0027180737382750449 -0.00077262665769181312 0.0081522158781610586 -0.002035262461238843 -0.0095575269963592297 0.0052813774106907664 0.0056694243111131666 0.0050823900668898175 -0.0041702199607396018 0.001228481206461924 -6.8829913283050249e-06 -0.00395277139069813 leaf_weight=516549 294740 120 203 183 223 195 153 137 101 140 126 120 119 105 105 113 156 257 194 101 148 105 100 111 171 167 109 309 186 leaf_count=516549 294740 120 203 183 223 195 153 137 101 140 126 120 119 105 105 113 156 257 194 101 148 105 100 111 171 167 109 309 186 internal_value=0 -1.71568e-05 -1.53317e-05 -1.83854e-05 0.00157687 -1.46273e-05 9.76456e-06 0.00159653 0.00356956 -0.000592673 8.56995e-06 -0.00117738 -0.000528435 -0.00139618 -0.00013944 -0.00221795 1.01431e-05 9.31575e-06 1.04121e-05 0.002283 9.11745e-06 -0.00220006 0.000914996 1.06244e-05 0.00178612 -0.000241441 -0.00154273 9.08257e-06 -0.00148958 internal_weight=0 295804 295684 295118 566 294935 519742 391 254 343 519351 688 568 449 344 218 518663 518507 518141 295 517846 353 248 517493 449 278 366 517044 495 internal_count=815546 295804 295684 295118 566 294935 519742 391 254 343 519351 688 568 449 344 218 518663 518507 518141 295 517846 353 248 517493 449 278 366 517044 495 is_linear=0 shrinkage=0.1 Tree=242 num_leaves=30 num_cat=0 split_feature=3 3 20 3 3 3 3 3 3 19 3 3 3 3 19 19 3 3 3 12 6 22 19 3 13 3 3 8 3 split_gain=0.0191468 0.021928 0.227759 0.0218894 0.0861049 0.0445289 0.033552 0.0437813 0.0570344 0.388163 0.0327796 0.0636679 0.108212 0.0558092 0.216035 0.041075 0.157197 0.153722 0.0256768 0.0748007 0.180456 0.424617 0.177161 0.181048 0.152656 0.0705695 0.237393 0.0488181 0.0968019 threshold=203.50000000000003 129.50000000000003 1.0000000180025095e-35 109.50000000000001 104.50000000000001 98.500000000000014 94.500000000000014 83.500000000000014 88.500000000000014 1.0000000180025095e-35 75.500000000000014 73.500000000000014 72.500000000000014 69.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 79.500000000000014 79.500000000000014 37.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 42.500000000000007 1.0000000180025095e-35 48.500000000000007 43.500000000000007 1.0000000180025095e-35 45.500000000000007 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 left_child=1 3 -3 4 5 6 7 10 9 -9 11 12 13 18 -15 17 -17 -12 -1 20 22 -22 24 -24 25 26 -20 -21 -29 right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 15 -13 -14 14 -16 16 -18 -19 19 27 21 -23 23 -25 -26 -27 -28 28 -30 leaf_value=1.513956683689572e-06 0.0013567635395492499 0.0011697397544279252 -0.0044526055769405761 0.00085849013283020934 -0.0026566138658977926 0.001652895153622983 -0.0015942753085365633 0.0057264954534195769 -0.00015638130448328763 -0.002291496845594208 0.0022767979264159332 0.0018550367099610535 -0.0031802349676275802 0.0039673756942189987 -0.0016531023189425469 -0.0041011964041608182 0.00096526326368684369 -0.0022889229979315031 0.00038982844344387889 -0.00023729396062939056 0.0024897273956879002 -0.0058672589762497323 -0.00037937231748946945 0.0048024254283026441 0.0033690321344748198 0.00095192309832313081 -0.0050208416184835628 -0.0035753024052401997 7.5481967726276694e-05 leaf_weight=803810 104 202 112 297 122 163 132 131 234 112 149 185 107 151 125 131 115 146 275 7403 115 129 100 207 132 248 115 131 163 leaf_count=803810 104 202 112 297 122 163 132 131 234 112 149 185 107 151 125 131 115 146 275 7403 115 129 100 207 132 248 115 131 163 internal_value=0 -1.73039e-07 -0.000835683 1.48812e-07 -1.64047e-07 2.33748e-07 -9.69687e-08 1.61415e-07 0.000957925 0.00203096 -3.99873e-07 1.1768e-07 -3.04302e-07 1.14159e-07 0.00142187 -0.000778542 -0.00173273 1.7153e-05 -3.68605e-07 -0.000168169 0.000527027 -0.00192852 0.00108334 0.00311454 0.0002735 -0.000366955 -0.00120563 -0.000287482 -0.00155123 internal_weight=0 815442 314 815128 814831 814709 814546 814414 477 243 813937 813396 813211 813104 276 541 246 295 812828 9018 1321 244 1077 307 770 638 390 7697 294 internal_count=815546 815442 314 815128 814831 814709 814546 814414 477 243 813937 813396 813211 813104 276 541 246 295 812828 9018 1321 244 1077 307 770 638 390 7697 294 is_linear=0 shrinkage=0.1 Tree=243 num_leaves=30 num_cat=0 split_feature=4 3 4 4 5 4 0 3 0 3 0 3 3 4 4 0 3 4 23 5 3 3 0 0 3 4 4 43 5 split_gain=0.015861 0.231892 0.0738109 0.0204198 0.193903 0.0451248 0.393706 0.357896 0.174318 0.0940553 0.141518 0.0998134 0.0749309 0.0369824 0.0810565 0.518998 0.150165 0.0534287 0.201134 0.140312 0.563461 0.284064 0.350396 0.239892 0.108079 0.440057 0.186098 0.65483 0.367288 threshold=109.50000000000001 195.00000000000003 96.500000000000014 82.500000000000014 1.0000000180025095e-35 68.500000000000014 1480161600.0000002 108.50000000000001 1488628800.0000002 93.500000000000014 1481716800.0000002 88.500000000000014 85.500000000000014 62.500000000000007 56.500000000000007 1479556800.0000002 78.500000000000014 48.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 71.500000000000014 71.500000000000014 1482667200.0000002 1480507200.0000002 58.500000000000007 34.500000000000007 42.500000000000007 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 left_child=2 -2 3 5 -5 9 7 -7 -8 11 -11 12 13 14 16 -16 17 24 19 20 23 22 -21 -19 -1 -26 27 -27 -28 right_child=1 -3 -4 4 -6 6 8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 18 -20 21 -22 -23 -24 -25 25 26 28 -29 -30 leaf_value=8.2277086472539453e-07 0.0041116310351274228 -0.002338371918726284 -0.0026022938960189122 -0.0017206640914082527 0.0041763256988762059 0.0053641049711163659 -0.0068097244667927777 -0.0024191054609527286 -0.0010926016564895907 -4.499075408553787e-05 0.0047821915651969976 -0.0025625000285033725 0.0025527021985339085 -0.0018170859689624714 0.0058586559307418377 -0.0020975867500842623 -0.0028725584857626357 -0.0063957124831037484 -0.0031657961488235744 0.0086199996901340174 0.0049594857529933816 -0.00060184118885540797 0.00069914556207876762 5.4315558324257538e-05 0.0054041235648351268 -0.0065085679149017375 0.0016233139046356463 0.0021502529961063706 -0.0025609059783423113 leaf_weight=811214 110 113 109 123 102 129 113 109 101 148 103 152 115 112 152 178 182 111 112 122 142 152 103 120 102 235 393 139 450 leaf_count=811214 110 113 109 123 102 129 113 109 101 148 103 152 115 112 152 178 182 111 112 122 142 152 103 120 102 235 393 139 450 internal_value=0 0.000843244 -2.30637e-07 1.17278e-07 0.000952638 -1.45691e-07 -0.000999037 0.00179953 -0.00411146 4.0861e-07 0.00193588 -1.87992e-07 2.90395e-07 -7.0195e-08 1.79841e-07 0.00156711 -4.5573e-07 1.86913e-07 0.000787058 0.00137735 2.25404e-06 0.00273786 0.00499401 -0.00304505 -6.47863e-07 -0.00090512 -0.00143391 -0.00329045 -0.000610255 internal_weight=0 223 815323 815214 225 814989 452 238 214 814537 251 814286 814134 814019 813907 330 813577 813395 862 750 373 377 225 231 812533 1319 1217 374 843 internal_count=815546 223 815323 815214 225 814989 452 238 214 814537 251 814286 814134 814019 813907 330 813577 813395 862 750 373 377 225 231 812533 1319 1217 374 843 is_linear=0 shrinkage=0.1 Tree=244 num_leaves=30 num_cat=0 split_feature=4 4 0 4 1 4 1 4 23 1 0 0 0 0 4 0 4 0 0 0 0 0 6 0 1 1 7 0 6 split_gain=0.0178689 0.0221337 0.0645342 0.0172049 0.135024 0.168266 0.0786679 0.211577 0.36924 0.371882 1.05455 0.450261 1.09117 0.528607 0.464366 0.339584 0.305309 0.286988 0.61273 0.367548 0.321775 0.478052 0.381188 0.287975 0.270363 0.266063 0.239348 0.240471 0.130321 threshold=136.00000000000003 96.500000000000014 1479124800.0000002 28.500000000000004 22.500000000000004 38.500000000000007 2.5000000000000004 38.500000000000007 1.0000000180025095e-35 8.5000000000000018 1481630400.0000002 1481457600.0000002 1478260800.0000002 1486209600.0000002 34.500000000000007 1471608000.0000002 31.500000000000004 1498046400.0000002 1492084800.0000002 1487419200.0000002 1484308800.0000002 1481889600.0000002 1.0000000180025095e-35 1478520000.0000002 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 1473249600.0000002 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 left_child=1 3 -3 -1 6 -6 28 8 9 11 -11 12 15 -13 16 -8 -15 18 19 20 21 22 23 25 -17 26 27 -9 -5 right_child=-2 2 -4 4 5 -7 7 17 -10 10 -12 13 -14 14 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-1.5941816122171612e-06 0.001298278431355391 -0.0025360074742295877 0.00085694573964308768 -0.00017946423611732074 -0.0051440721188016521 0.00040022385986270134 -0.0015825145958492963 -0.00044993054055209671 -0.0040081210749685374 0.0051671317443578394 -0.0083189195108805177 0.0090973019268777641 -0.0073814400598908279 0.0018254237777787692 -0.0028937205468537288 0.0016841238496260198 0.0081870121398457778 0.0043428395093807323 -0.0067295019179075752 0.0045553870776795452 -0.0054482174102061737 0.0064819574148113875 -0.0050654632762704814 0.0035670917346766317 0.0080721310513286754 -0.0046727325607623374 -0.0027590777400158138 0.0060994147535155321 0.00089786944303129961 leaf_weight=804205 106 123 103 6461 108 111 104 126 113 114 118 180 130 171 112 122 135 127 147 161 120 103 164 194 145 140 143 101 1359 leaf_count=804205 106 123 103 6461 108 111 104 126 113 114 118 180 130 171 112 122 135 127 147 161 120 103 164 194 145 140 143 101 1359 internal_value=0 -1.68765e-07 -0.000989662 1.0555e-07 0.000124271 -0.00233395 0.000174164 0.000612304 0.00147996 0.00194589 -0.00169215 0.00271389 0.000502502 0.00456657 0.00261554 0.00326507 0.00463201 -0.000208732 -0.000621919 9.5185e-05 -0.000563012 4.07213e-05 -0.000723619 0.000287833 0.00515327 -0.000959571 0.00044541 0.0024641 7.76038e-06 internal_weight=0 815440 226 815214 11009 219 10790 2970 1444 1331 232 1099 501 598 418 371 306 1526 1399 1252 1091 971 868 704 267 510 370 227 7820 internal_count=815546 815440 226 815214 11009 219 10790 2970 1444 1331 232 1099 501 598 418 371 306 1526 1399 1252 1091 971 868 704 267 510 370 227 7820 is_linear=0 shrinkage=0.1 Tree=245 num_leaves=30 num_cat=0 split_feature=3 4 3 4 0 3 0 0 4 3 3 4 4 37 0 3 3 19 4 12 20 0 0 3 4 4 37 3 0 split_gain=0.0186441 0.0279515 0.101918 0.0187921 0.189771 0.0387028 0.251247 0.256972 0.0730527 0.032566 0.135503 0.0444058 0.118899 0.350425 0.331739 0.142923 0.0349944 0.113003 0.0862149 0.415371 0.429113 0.279497 0.344634 0.0893041 0.234361 0.223579 0.700044 0.219395 0.536921 threshold=203.50000000000003 109.50000000000001 132.50000000000003 80.500000000000014 1479124800.0000002 99.500000000000014 1481371200.0000002 1473076800.0000002 69.500000000000014 91.500000000000014 88.500000000000014 63.500000000000007 56.500000000000007 1.0000000180025095e-35 1480420800.0000002 81.500000000000014 75.500000000000014 1.0000000180025095e-35 48.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1485259200.0000002 1479384000.0000002 58.500000000000007 35.500000000000007 42.500000000000007 1.0000000180025095e-35 63.500000000000007 1490616000.0000002 decision_type=2 2 2 2 2 2 2 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 -5 8 7 -7 9 10 11 12 15 14 -14 16 18 -18 23 -20 21 22 -21 -1 -25 26 -26 -27 -29 right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 17 -19 19 20 -22 -23 -24 24 25 27 -28 28 -30 leaf_value=7.1212118622239042e-07 0.0013388316845521333 0.001507188834068252 -0.0025161603676814655 0.0040424488046063257 -0.001793764039563636 0.00055277915084147244 0.0024155139876871974 -0.006021912815731412 0.0025655488399704838 0.0012954415651770385 -0.0035754878838318137 -0.0018845326606882738 0.0073268345303156169 -0.0025990995969481143 0.00050522888559968238 -0.0036212925491598221 0.00081804178290146136 -0.0034332008180958302 -0.0046470067744707232 0.0044674810976721348 -0.0021765720150841261 0.0069321014730986666 -0.002395421928655701 0.0037110296369064601 -0.0062090680502355101 0.0013771037257912443 0.0035538072232156994 -0.004085894368359118 0.0039216827157803847 leaf_weight=811214 104 123 161 104 120 111 136 128 111 194 106 125 132 131 155 109 133 118 109 190 177 164 119 104 250 391 104 308 115 leaf_count=811214 104 123 161 104 120 111 136 128 111 194 106 125 132 131 155 109 133 118 109 190 177 164 119 104 250 391 104 308 115 internal_value=0 -1.70752e-07 -3.98154e-07 9.87288e-08 0.000915906 -1.52998e-07 -0.00101583 -0.00296839 3.14591e-07 -3.50212e-08 -3.43675e-07 1.218e-07 4.11204e-07 0.00168653 0.00364269 -4.55062e-07 3.00924e-08 -0.00118055 3.94467e-07 0.00106568 0.00202366 0.00359541 0.00182449 -6.00694e-07 -0.000837845 -0.00124288 -0.00334088 -0.000330485 -0.00190889 internal_weight=0 815442 815319 815158 224 814934 375 239 814559 814448 814254 814148 814023 418 287 813605 813496 251 813245 759 650 473 309 812486 1272 1168 354 814 423 internal_count=815546 815442 815319 815158 224 814934 375 239 814559 814448 814254 814148 814023 418 287 813605 813496 251 813245 759 650 473 309 812486 1272 1168 354 814 423 is_linear=0 shrinkage=0.1 Tree=246 num_leaves=30 num_cat=0 split_feature=3 3 3 3 1 3 3 3 3 3 1 1 3 1 3 3 3 3 3 1 3 1 1 3 1 1 3 3 1 split_gain=0.0152077 0.0762285 0.0554242 0.0235055 0.161572 0.069448 0.0327941 0.0398345 0.0414915 0.0351748 0.165625 0.110739 0.0211814 0.213187 0.0634562 0.0447884 0.039163 0.0968471 0.0412097 0.268311 0.0204045 0.116856 0.216844 0.193288 0.180424 0.52234 0.501479 0.192279 0.0805948 threshold=144.50000000000003 129.50000000000003 176.50000000000003 109.50000000000001 1.5000000000000002 104.50000000000001 98.500000000000014 94.500000000000014 83.500000000000014 88.500000000000014 1.5000000000000002 1.5000000000000002 75.500000000000014 1.5000000000000002 78.500000000000014 78.500000000000014 73.500000000000014 72.500000000000014 69.500000000000014 1.5000000000000002 37.500000000000007 24.500000000000004 9.5000000000000018 49.500000000000007 5.5000000000000009 4.5000000000000009 54.500000000000007 44.500000000000007 7.5000000000000009 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 left_child=1 3 -2 5 -5 6 7 8 12 10 -10 -11 16 15 -15 -14 17 18 20 -20 -1 22 24 -24 25 -22 28 -27 -26 right_child=2 -3 -4 4 -6 -7 -8 -9 9 11 -12 -13 13 14 -16 -17 -18 -19 19 -21 21 -23 23 -25 26 27 -28 -29 -30 leaf_value=1.3425639931372505e-06 0.0021320590578016367 -0.0024997205655739388 -0.000606247087563175 0.0035513107596297369 -0.0011542579182354357 -0.0023859194021855225 0.001418422856453829 -0.0017371670181587848 0.0045523690549950846 -0.0022922823766108463 -0.00067903714817623762 0.0020714824474351999 -0.0011733486964719511 -0.00057805638704892424 0.0025593337469070614 -0.0037713533136799621 0.0014548117420761972 -0.0030086287351164132 0.0042726583893002998 -0.0019646534682423978 -0.00024039953459926828 -0.0027785960698489057 0.0045188025609798179 -0.00033095827555819737 -0.0053789134226029829 0.0072984514935144594 0.0030562405790716634 0.0019651373950537385 -0.0021555185878301057 leaf_weight=803810 143 122 153 129 168 122 163 132 114 108 129 126 119 105 167 150 185 107 141 135 7772 166 188 146 210 115 134 164 123 leaf_count=803810 143 122 153 129 168 122 163 132 114 108 129 126 119 105 167 150 185 107 141 135 7772 166 188 146 210 115 134 164 123 internal_value=0 -2.60201e-07 0.000716651 1.13893e-07 0.000889575 -2.10309e-07 1.46943e-07 -1.36871e-07 1.44667e-07 0.000932525 0.0017752 5.74371e-05 -4.01746e-07 -0.000625913 0.00134821 -0.00262205 1.42892e-08 -3.16667e-07 7.92099e-08 0.0012218 -3.35632e-07 -0.00014992 -0.000100625 0.00239885 -0.000198632 -8.77879e-05 -0.00210956 0.00416346 -0.00418829 internal_weight=0 815250 296 815128 297 814831 814709 814546 814414 477 243 234 813937 541 272 269 813396 813211 813104 276 812828 9018 8852 334 8518 8051 467 279 333 internal_count=815546 815250 296 815128 297 814831 814709 814546 814414 477 243 234 813937 541 272 269 813396 813211 813104 276 812828 9018 8852 334 8518 8051 467 279 333 is_linear=0 shrinkage=0.1 Tree=247 num_leaves=30 num_cat=0 split_feature=0 1 0 1 1 1 1 1 1 39 1 1 0 0 42 13 1 36 33 1 0 0 0 0 0 18 17 0 0 split_gain=0.0126019 0.0274968 0.0848655 0.047045 0.0565761 0.0836602 0.0469284 0.0462617 0.0480317 0.0420014 0.0594245 0.0384215 0.0353241 0.0272203 0.0608916 0.0170032 0.0154817 0.0861653 0.0708493 0.0794504 0.0679218 0.120638 0.174144 0.1535 0.106454 0.146153 0.0982023 0.0909239 0.116192 threshold=1478606400.0000002 20.500000000000004 1476014400.0000002 78.500000000000014 47.500000000000007 30.500000000000004 18.500000000000004 23.500000000000004 33.500000000000007 1.0000000180025095e-35 58.500000000000007 79.500000000000014 1473595200.0000002 1473422400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1481544000.0000002 1490875200.0000002 1489665600.0000002 1491220800.0000002 1481457600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1499774400.0000002 1495454400.0000002 decision_type=2 2 2 2 2 2 2 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 -4 -1 -3 13 10 -10 -12 -8 14 -9 -13 -2 18 19 20 24 22 -22 -23 25 -18 -25 28 -28 right_child=16 2 3 -5 -6 -7 12 8 9 -11 11 15 -14 -15 -16 -17 17 -19 -20 -21 21 23 -24 26 -26 -27 27 -29 -30 leaf_value=1.6884495660540477e-05 -1.8962754714417745e-06 0.0014645527534864859 0.0025513955747344589 6.8304273039796097e-05 0.0040073565765904508 -0.00083977940930787516 -0.00024508592179252391 -0.0030907956549075153 0.0016644996732669975 -0.00076462049588743727 -0.0014920723701898554 0.00066448423991336914 -0.002691684484487449 -9.2332503410899537e-05 9.824238372548456e-05 -0.00079375515441643075 -0.00086683553886920592 4.8220004777181725e-05 0.00058830724926890775 -4.4160045339094828e-05 -0.00013299875842921337 -0.0038255889072427232 0.0015642487006343399 -0.00037014607989164952 -0.0035701915504795126 0.0021478430080182887 -0.0004470774837930598 0.00051086681246796022 -0.003851008404148436 leaf_weight=243282 497474 199 198 188 103 115 126 143 300 362 142 399 111 164 103 100 2473 39336 1183 16056 5447 141 680 5865 133 172 167 133 251 leaf_count=243282 497474 199 198 188 103 115 126 143 300 362 142 399 111 164 103 100 2473 39336 1183 16056 5447 141 680 5865 133 172 167 133 251 internal_value=0 1.89124e-05 0.000347804 0.00138113 0.00197442 0.00130544 1.55143e-05 2.13783e-05 -0.000146276 0.000150757 0.0005029 -4.07497e-05 -0.00139096 -0.00109026 -0.00175555 0.000372252 -8.17036e-06 -5.1498e-05 -0.000171449 -0.000199966 -0.000361757 -0.00026367 5.53688e-05 -0.000561787 -0.000809608 -0.000670796 -0.00049006 -0.00176646 -0.00249106 internal_weight=0 246035 2516 604 416 313 243519 1912 1713 1303 941 641 237 410 246 499 569511 72037 32701 31518 15462 12684 6127 6557 2778 2645 6416 551 418 internal_count=815546 246035 2516 604 416 313 243519 1912 1713 1303 941 641 237 410 246 499 569511 72037 32701 31518 15462 12684 6127 6557 2778 2645 6416 551 418 is_linear=0 shrinkage=0.1 Tree=248 num_leaves=30 num_cat=0 split_feature=3 3 4 4 3 3 3 0 3 3 3 4 3 4 3 42 4 0 0 3 0 0 36 4 27 0 43 0 4 split_gain=0.0166794 0.0218147 0.0367008 0.0366187 0.0265113 0.131069 0.0567452 0.259148 0.049752 0.064824 0.0886327 0.0251335 0.324609 0.294657 0.221307 0.161896 0.0409587 0.331571 0.47839 0.0752689 0.412427 0.251833 0.291698 0.0968119 0.247721 0.316308 0.266991 0.39368 0.409068 threshold=203.50000000000003 153.50000000000003 94.500000000000014 85.500000000000014 117.50000000000001 109.50000000000001 99.500000000000014 1476014400.0000002 93.500000000000014 90.500000000000014 87.500000000000014 56.500000000000007 83.500000000000014 58.500000000000007 79.500000000000014 1.0000000180025095e-35 51.500000000000007 1488628800.0000002 1480507200.0000002 66.500000000000014 1488801600.0000002 1480852800.0000002 1.0000000180025095e-35 41.500000000000007 1.0000000180025095e-35 1472644800.0000002 1.0000000180025095e-35 1489665600.0000002 44.500000000000007 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 left_child=1 2 3 4 5 6 8 -8 9 10 11 14 13 -13 16 -15 19 18 -18 23 21 22 -21 -1 -25 -26 -27 28 -28 right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 12 -14 15 -16 -17 17 -19 -20 20 -22 -23 -24 24 25 26 27 -29 -30 leaf_value=-1.0847025097788439e-06 0.0012663256806822924 -0.0012351662664628633 0.001756088311212654 -0.0016290288614244132 -0.0015665850580531965 0.0033049530001396004 0.002078633034719272 -0.0044223317706508797 0.0015852211972356379 -0.0024613331124256148 0.0027761814111600756 0.0028263088581817492 0.0045200154428506733 -0.0050764178047920105 -0.0037078190696142287 2.4370355275245982e-05 -0.00055476023682526183 -0.004025717302976013 0.0070581352865487779 -0.0048728853806524596 0.0026705177440568047 -0.0069607450052055417 0.0013165853005790858 -0.0018992607810703868 0.0059506154843490498 0.0020935749476577374 -0.0072777004253405794 0.0038613419979810718 0.00021291808730148406 leaf_weight=810889 104 143 119 138 108 120 111 137 198 107 115 140 157 145 161 109 210 103 136 136 197 111 173 275 137 658 130 113 166 leaf_count=810889 104 143 119 138 108 120 111 137 198 107 115 140 157 145 161 109 210 103 136 136 197 111 173 275 137 658 130 113 166 internal_value=0 -1.61505e-07 5.51095e-08 -2.01236e-07 7.4551e-08 2.82174e-07 -2.04514e-07 -0.00151263 2.55952e-07 -1.29405e-07 1.94015e-07 -1.98099e-07 0.000674957 -0.000857211 -6.55342e-07 -0.0028875 7.84029e-08 0.000954917 0.00243759 -4.48941e-07 -0.00110453 -0.0028752 -0.00140758 3.89616e-07 0.000808712 0.00142723 0.000846436 -0.00115996 -0.00307688 internal_weight=0 815442 815299 815180 815042 814934 814814 248 814566 814368 814261 814146 551 394 813595 254 813434 449 346 812985 617 420 309 812368 1479 1204 1067 409 296 internal_count=815546 815442 815299 815180 815042 814934 814814 248 814566 814368 814261 814146 551 394 813595 254 813434 449 346 812985 617 420 309 812368 1479 1204 1067 409 296 is_linear=0 shrinkage=0.1 Tree=249 num_leaves=30 num_cat=0 split_feature=0 5 23 20 0 0 42 5 20 22 43 22 20 16 43 6 0 0 22 20 0 0 0 14 42 0 5 0 20 split_gain=0.0110442 0.0412847 0.0183042 0.0139444 0.00939337 0.0523245 0.110836 0.0636254 0.0938091 0.0928913 0.0687116 0.066895 0.0482527 0.0232644 0.0147948 0.0129563 0.02783 0.0241605 0.0227678 0.0515368 0.0155278 0.018925 0.0175076 0.0198016 0.0166854 0.0271332 0.073523 0.0158659 0.0169274 threshold=1470139200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1487419200.0000002 1487246400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1501416000.0000002 1501156800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1499169600.0000002 1498824000.0000002 1499947200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1499860800.0000002 1.0000000180025095e-35 1499515200.0000002 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 left_child=1 2 3 -1 5 -2 7 8 9 -7 11 -9 -13 -8 -11 20 17 -17 -19 -20 21 -6 24 -24 25 27 -27 28 -22 right_child=4 -3 -4 -5 15 6 13 10 -10 14 -12 12 -14 -15 -16 16 -18 18 19 -21 22 -23 23 -25 -26 26 -28 -29 -30 leaf_value=0.0012648724601358626 5.0418499468204135e-06 -1.8603585331636453e-05 -0.00035544159341832502 0.00031807395272577803 -1.093437172668684e-05 1.6456732798057298e-05 -0.00040047310983081327 5.5808571117749499e-05 -0.00058701702753063815 0.0024797015624104602 -6.5184419432817137e-05 0.0025368553011142787 0.00046125125037106273 0.0004968681339938898 0.0039592760259735248 -5.6054787051097766e-05 0.00054296230546031689 -8.1940662948043269e-05 -0.0022343800857785169 8.1763959243100617e-06 0.0005463618310851499 -0.00018930923116408405 1.4872672787840592e-05 -0.00055834044942931706 5.0133375915367122e-05 0.0021929190823774792 0.00010159507606741079 1.0780956760105466e-05 5.2279920689036395e-05 leaf_weight=504 480803 2616 121 225 211595 108 1447 323 127 104 913 358 163 361 193 58224 766 420 208 202 1713 6120 32611 614 10039 257 486 2760 1165 leaf_count=504 480803 2616 121 225 211595 108 1447 323 127 104 913 358 163 361 193 58224 766 420 208 202 1713 6120 32611 614 10039 257 486 2760 1165 internal_value=0 0.000178127 0.000783593 0.000972651 -7.60254e-07 8.07418e-06 0.000363932 0.000826189 0.00178431 0.00252792 0.000536079 0.0011865 0.00188748 -0.000221303 0.00344118 -1.38534e-05 -5.59234e-05 -6.36917e-05 -0.000599415 -0.00112951 -4.44051e-06 -1.59485e-05 4.60271e-05 4.27966e-06 0.000130501 0.00025694 0.000824974 0.000182082 0.00034636 internal_weight=0 3466 850 729 812080 484900 4097 2289 532 405 1757 844 521 1808 297 327180 59820 59054 830 410 267360 217715 49645 33225 16420 6381 743 5638 2878 internal_count=815546 3466 850 729 812080 484900 4097 2289 532 405 1757 844 521 1808 297 327180 59820 59054 830 410 267360 217715 49645 33225 16420 6381 743 5638 2878 is_linear=0 shrinkage=0.1 Tree=250 num_leaves=30 num_cat=0 split_feature=0 12 19 0 0 27 0 0 17 17 0 0 27 9 0 0 27 0 0 0 0 0 9 7 27 18 27 0 0 split_gain=0.00916917 0.0175841 0.0324088 0.0652545 0.0778672 0.04954 0.0422781 0.027602 0.12851 0.0473398 0.027492 0.113698 0.084571 0.0582133 0.0906186 0.0654147 0.096148 0.028332 0.0382198 0.0261963 0.0247732 0.0237203 0.0943912 0.0332896 0.0275111 0.0233855 0.0297861 0.0223647 0.0700604 threshold=1478606400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1482408000.0000002 1483444800.0000002 1.0000000180025095e-35 1501070400.0000002 1501243200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1484481600.0000002 1484308800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1483617600.0000002 1483617600.0000002 1.0000000180025095e-35 1483963200.0000002 1484136000.0000002 1500897600.0000002 1482235200.0000002 1482667200.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1499256000.0000002 1497873600.0000002 decision_type=2 2 2 2 2 2 2 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 5 21 -4 -3 8 25 -9 11 13 -13 15 -15 16 -6 -16 -19 27 -7 22 -5 -23 -25 26 -8 28 -12 right_child=1 2 3 4 10 20 7 9 -10 -11 19 12 -14 14 17 -17 -18 18 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 leaf_value=1.613219263675675e-05 2.1667556383732992e-05 -7.1084927455502343e-06 4.109677352460893e-05 0.00010891288572804962 0.00052454286195319992 -0.0002762735355518675 0.00011933379706797333 0.00017949916846582794 0.0030929379555716717 -0.0011845230061373301 -3.1928855270605579e-06 -4.2864277434762434e-05 -0.003393237314562589 0.0018930683188766316 0.00054088817888482601 -0.00013577743145594393 -0.002278762534110231 -0.0013581072720542696 0.00031305426934883349 -0.00030113744928290747 -0.00083482447067781407 9.1937812996057192e-05 0.0028802572751393252 0.0001563457442773205 0.001413763709159835 -0.00066449106445959534 0.00090092178302251006 0.00014893131102742096 -0.00037381556436619868 leaf_weight=246035 155773 304065 5531 348 180 15830 1287 3941 179 272 57810 122 197 308 421 1693 382 283 265 3396 836 1575 190 290 435 222 785 7301 5594 leaf_count=246035 155773 304065 5531 348 180 15830 1287 3941 179 272 57810 122 197 308 421 1693 382 283 265 3396 836 1575 190 290 435 222 785 7301 5594 internal_value=0 -6.96928e-06 -1.77511e-05 -6.63676e-05 -2.46439e-05 -0.000218228 -1.63894e-06 0.000247105 0.000512303 9.14351e-05 -4.33762e-05 -0.000303881 -0.0021119 -0.000140585 0.000398899 -0.000446093 -0.00138091 -7.60279e-05 -0.000549973 -2.98379e-05 -0.000304292 0.00048988 0.00108764 0.000350056 0.000910797 0.000310937 0.000415447 -1.68073e-05 -3.58921e-05 internal_weight=0 569511 413738 102987 80790 22197 310751 6686 2473 4213 77952 3851 319 3532 1277 2255 562 969 548 74101 16666 2838 538 2300 725 2294 2072 70705 63404 internal_count=815546 569511 413738 102987 80790 22197 310751 6686 2473 4213 77952 3851 319 3532 1277 2255 562 969 548 74101 16666 2838 538 2300 725 2294 2072 70705 63404 is_linear=0 shrinkage=0.1 Tree=251 num_leaves=30 num_cat=0 split_feature=1 1 1 1 1 6 20 1 12 1 1 41 1 1 41 12 1 1 27 14 36 1 16 20 1 1 12 1 1 split_gain=0.011276 0.00855944 0.0158756 0.00776211 0.0114304 0.0372389 0.151346 0.188947 0.0238222 0.0473088 0.0220845 0.0148039 0.0145055 0.0100694 0.0236939 0.0546229 0.0723605 0.0667813 0.0322199 0.032118 0.0499037 0.0220795 0.018773 0.0302015 0.0267777 0.0176631 0.0409824 0.0319121 0.0291042 threshold=291.50000000000006 259.50000000000006 228.50000000000003 183.50000000000003 56.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 94.500000000000014 1.0000000180025095e-35 78.500000000000014 61.500000000000007 1.0000000180025095e-35 93.500000000000014 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 27.500000000000004 1.0000000180025095e-35 26.500000000000004 38.500000000000007 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 left_child=1 2 3 4 13 8 12 -8 9 -6 -10 -12 -7 -1 18 16 21 22 -15 25 -21 -16 23 24 -17 27 -27 -20 -28 right_child=-2 -3 -4 -5 5 6 7 -9 10 -11 11 -13 -14 14 15 17 -18 -19 19 20 -22 -23 -24 -25 -26 26 28 -29 -30 leaf_value=1.9996763739118871e-06 0.00098164432899007568 -0.00090728913133856495 0.0012354129601869948 -0.00061846648984051908 0.0024476696002542061 0.00010203611558002497 0.00055972307694937096 0.0056052268100663643 0.00094889888722452713 4.8565223764747976e-05 -0.00046391340168867721 0.00063644059580599086 -0.0012797267728065845 8.165116777146543e-05 0.00079342245848948662 0.00065048357584533256 0.0025702572344101123 -0.00099599287188857958 -0.00011772785322723511 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327 1119 708 479 30964 1936 29028 1719 internal_count=815546 815429 815325 815221 815018 2504 631 320 1873 452 1421 1274 311 812514 44694 2146 542 1604 42548 31262 298 327 1119 708 479 30964 1936 29028 1719 is_linear=0 shrinkage=0.1 Tree=252 num_leaves=30 num_cat=0 split_feature=36 22 37 5 33 37 20 6 34 18 37 37 18 25 5 20 6 10 22 33 5 20 5 31 34 33 13 5 30 split_gain=0.00643051 0.00853494 0.0480402 0.0106 0.0303132 0.0605402 0.0192451 0.0162869 0.00524547 0.0144613 0.0111398 0.00484396 0.0101066 0.00837575 0.00470296 0.013152 0.0391731 0.00418272 0.00663164 0.00503671 0.00488856 0.00459835 0.00539892 0.00455642 0.00388754 0.00350801 0.0036171 0.0672149 0.00378081 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=1 2 14 4 8 6 -6 -8 -3 10 -10 24 13 -13 15 -1 -17 19 20 -2 -19 -21 -23 25 -5 26 28 -28 -20 right_child=17 3 -4 11 5 -7 7 -9 9 -11 -12 12 -14 -15 -16 16 -18 18 23 21 -22 22 -24 -25 -26 -27 27 -29 -30 leaf_value=5.6676990211016641e-05 3.8970987168021973e-06 -7.1741804464294634e-05 0.0021201007528478333 -8.5542145144917595e-06 -0.0003846098009760207 0.0019222143462575333 0.00011871346155182854 0.00071553003952355243 8.98241642862198e-05 -0.0010084215881997133 0.00092549393440240441 -3.7581862264746392e-06 0.00015663205105763823 0.00058310090334555019 6.8091149845660551e-06 -2.2385331228051206e-05 0.0022828903672526173 0.00024764441504240294 0.00020106825064934689 1.0002249274693508e-05 -6.6648340225572273e-05 0.00025103274170506254 6.5426547295744782e-05 -0.00018151320921085313 -7.0093198736158208e-05 -9.8616085328186187e-05 -0.0021269210694546191 0.00072465682393171383 -0.00016122384785085042 leaf_weight=12713 379820 62345 109 219912 595 200 2218 576 1344 108 181 21334 5336 246 57525 242 106 564 5838 14803 4039 1825 11094 458 10768 550 118 276 303 leaf_count=12713 379820 62345 109 219912 595 200 2218 576 1344 108 181 21334 5336 246 57525 242 106 564 5838 14803 4039 1825 11094 458 10768 550 118 276 303 internal_value=0 -9.14307e-06 2.2348e-05 -1.59897e-05 -5.12434e-05 0.000231555 0.000131782 0.000241751 -6.71077e-05 0.000109815 0.000189009 -6.74267e-06 3.34022e-05 2.93168e-06 1.91086e-05 7.32795e-05 0.000679796 8.62392e-06 6.64516e-05 6.90048e-06 -2.81384e-05 4.80499e-05 9.16462e-05 0.000124174 -1.14268e-05 0.000143934 0.000164348 -0.000129369 0.000183193 internal_weight=0 395858 70695 325163 67567 3589 3389 2794 63978 1633 1525 257596 26916 21580 70586 13061 348 419688 12146 407542 4603 27722 12919 7543 230680 7085 6535 394 6141 internal_count=815546 395858 70695 325163 67567 3589 3389 2794 63978 1633 1525 257596 26916 21580 70586 13061 348 419688 12146 407542 4603 27722 12919 7543 230680 7085 6535 394 6141 is_linear=0 shrinkage=0.1 Tree=253 num_leaves=30 num_cat=0 split_feature=1 0 0 1 35 1 0 35 1 7 1 20 1 0 35 0 0 1 0 0 27 1 1 1 9 1 0 18 18 split_gain=0.0101807 0.0309738 0.00907454 0.0166198 0.268078 0.0252095 0.0736658 0.114174 0.0303474 0.0532768 0.0285445 0.050896 0.0232138 0.0751484 0.0576643 0.0197662 0.0172427 0.0565133 0.211926 0.0434061 0.0429735 0.0363058 0.035449 0.0335724 0.0328972 0.0312247 0.0407994 0.130604 0.113128 threshold=257.50000000000006 1490616000.0000002 1488801600.0000002 98.500000000000014 1.0000000180025095e-35 36.500000000000007 1490184000.0000002 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 26.500000000000004 1.0000000180025095e-35 21.500000000000004 1496318400.0000002 1.0000000180025095e-35 1496836800.0000002 1496923200.0000002 15.500000000000002 1500811200.0000002 1496836800.0000002 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 13.500000000000002 1.0000000180025095e-35 5.5000000000000009 1500379200.0000002 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 left_child=2 -2 -1 5 -5 8 -7 -8 10 -10 12 -12 16 14 -14 -9 19 21 -19 -4 -21 25 -22 -23 -24 -18 27 -27 -28 right_child=1 -3 3 4 -6 6 7 15 9 -11 11 -13 13 -15 -16 -17 17 18 -20 20 22 23 24 -25 -26 26 28 -29 -30 leaf_value=7.7705469628533716e-06 -0.00040352757486905306 0.001930518549467836 -2.81949967226399e-05 -0.00074272554682230344 0.0048537602135248952 0.00164798691981915 -0.0001766533352024822 -0.0019460192817384063 -0.00018917046639616722 0.0025965760108416277 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-0.000952802 -0.000905716 -0.00182993 1.60617e-05 0.000318426 6.15688e-05 0.000798307 internal_weight=0 229 815317 295665 475 295190 939 806 294251 279 293972 269 293703 549 351 214 293154 108145 435 185009 2016 107710 1016 429 317 107281 3310 2156 1154 internal_count=815546 229 815317 295665 475 295190 939 806 294251 279 293972 269 293703 549 351 214 293154 108145 435 185009 2016 107710 1016 429 317 107281 3310 2156 1154 is_linear=0 shrinkage=0.1 Tree=254 num_leaves=30 num_cat=0 split_feature=0 1 9 1 1 1 6 1 1 36 0 0 6 0 0 1 1 1 1 0 0 0 0 0 36 1 0 1 0 split_gain=0.00875354 0.0338911 0.0272653 0.0329477 0.0164387 0.0327296 0.0103142 0.00902332 0.0439897 0.117608 0.0407243 0.115852 0.0329547 0.0730817 0.0466675 0.0315506 0.035379 0.0278556 0.0267605 0.0231627 0.0786904 0.166795 0.0668277 0.085053 0.0605995 0.0596546 0.103426 0.098934 0.155035 threshold=1470139200.0000002 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 25.500000000000004 24.500000000000004 1.0000000180025095e-35 1491652800.0000002 1490616000.0000002 1.0000000180025095e-35 1496145600.0000002 1493208000.0000002 142.50000000000003 32.500000000000007 38.500000000000007 88.500000000000014 1474286400.0000002 1478779200.0000002 1478088000.0000002 1480939200.0000002 1480161600.0000002 1.0000000180025095e-35 85.500000000000014 1483963200.0000002 50.500000000000007 1486209600.0000002 decision_type=2 2 2 2 2 2 2 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 4 -4 6 -6 -3 8 -2 -10 11 19 14 -14 -12 16 -16 -18 -19 -9 21 -21 23 -22 25 26 -24 28 -28 right_child=7 2 3 -5 5 -7 -8 10 9 -11 12 -13 13 -15 15 -17 17 18 -20 20 22 -23 24 -25 -26 -27 27 -29 -30 leaf_value=-1.9664273547218046e-05 -1.1773970760615712e-06 -0.00097471205900968394 0.002350746743898278 0.00013833840648908545 0.0017423160255494584 -0.00022027054217824376 0.00038533986651101242 -0.00023770210035939496 -0.0035205942375650919 0.00069243634647627014 -0.0013610254889433486 0.0026774146496033307 0.0003412491937506091 -0.0022848375660028627 0.0012319450959075767 0.0019235317096503749 -0.0018036788951005791 0.0006028238633798142 -0.00074169632061701159 0.00056492253402589722 0.00012643470125152544 0.0045593963725209241 -0.00041547484164802351 -0.0026502700762885069 -0.0002765761675119506 -0.00039670875194969583 0.0045213976609267039 0.0049252273576545595 -0.00036413250441050829 leaf_weight=2616 805607 123 176 109 167 173 102 1066 125 141 220 192 198 228 200 101 102 322 274 860 246 119 203 200 1023 261 101 109 182 leaf_count=2616 805607 123 176 109 167 173 102 1066 125 141 220 192 198 228 200 101 102 322 274 860 246 119 203 200 1023 261 101 109 182 internal_value=0 0.000158582 0.000707159 0.0015046 0.000304912 0.000743706 -0.000358155 -6.76834e-07 -1.60194e-06 -0.00128737 0.000119432 0.000273245 -0.000307128 -0.00106426 -4.25354e-05 0.000247823 5.93522e-05 -0.000276634 -1.52945e-05 0.000167615 0.000298387 0.00105046 -1.82934e-05 -0.00111872 0.000242905 0.000863734 0.00141663 0.00236541 0.00137947 internal_weight=0 3466 850 285 565 340 225 812080 805873 266 6207 4562 1645 426 1219 999 898 698 596 4370 3304 979 2325 446 1879 856 595 392 283 internal_count=815546 3466 850 285 565 340 225 812080 805873 266 6207 4562 1645 426 1219 999 898 698 596 4370 3304 979 2325 446 1879 856 595 392 283 is_linear=0 shrinkage=0.1 Tree=255 num_leaves=30 num_cat=0 split_feature=0 0 27 24 41 17 0 0 6 0 27 5 0 5 0 43 43 19 0 23 19 19 36 0 5 36 19 6 10 split_gain=0.00723363 0.0172773 0.0709299 0.0374006 0.0256022 0.0278066 0.0769759 0.0251551 0.0327343 0.0724445 0.0725346 0.0475206 0.0236794 0.0240666 0.0435104 0.0943355 0.0728047 0.17154 0.102893 0.141104 0.058131 0.0447879 0.0353903 0.0234394 0.0886615 0.0235318 0.0764502 0.0632679 0.0407115 threshold=1473249600.0000002 1474113600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1473595200.0000002 1474459200.0000002 1.0000000180025095e-35 1474286400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1473595200.0000002 1.0000000180025095e-35 1473768000.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1473940800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1473422400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=-1 2 -2 4 5 12 -7 8 -3 -10 -11 -12 23 14 15 20 18 -18 22 21 -14 -20 -16 25 -25 26 28 -28 -4 right_child=1 7 3 -5 -6 6 -8 -9 9 10 11 -13 13 -15 16 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 leaf_value=2.8211357220601713e-05 7.1475184125757666e-05 8.824919216945384e-05 -0.001919829777346039 0.00076559130321612661 -0.0010612821400164925 -0.0012512372424894507 0.0015965936759079341 -2.6286932860978462e-06 -0.00021272146314619164 5.0685807837259509e-05 0.0035647186687983411 0.0013569086550958686 -0.0013601739151535006 -0.00030451571479675509 -0.0011133657389674502 -0.0029560382169616715 -0.0017857644590549171 0.0021908608611055647 -0.0022949985680583303 0.00063944606194828017 0.0011517061383001037 -0.0051240599728328605 0.00073317907924039401 0.0020167924371692252 -0.0002478756160708772 9.8529800703914825e-05 -0.0004267451461510063 0.0021822257794107433 0.00011049115600494239 leaf_weight=81775 11764 7764 411 320 460 153 250 703569 562 279 149 282 259 3630 169 245 180 273 109 109 143 115 269 230 696 800 320 131 130 leaf_count=81775 11764 7764 411 320 460 153 250 703569 562 279 149 282 259 3630 169 245 180 273 109 109 143 115 269 230 696 800 320 131 130 internal_value=0 -3.14401e-06 -9.21793e-05 -0.000296948 -0.000334386 -0.000295604 0.000515407 -4.99459e-07 0.000165289 0.000635521 0.00130695 0.00212017 -0.00033537 -0.000454681 -0.000746023 -0.00140931 -0.000395415 0.000610745 -0.000986583 -0.00231148 -0.000466644 -0.00374742 2.06995e-05 -9.38957e-05 0.000314623 -0.000304994 -0.000630416 0.000331071 -0.00143195 internal_weight=0 733771 21166 9402 9082 8622 403 712605 9036 1272 710 431 8219 5501 1871 647 1224 453 771 333 402 224 438 2718 926 1792 992 451 541 internal_count=815546 733771 21166 9402 9082 8622 403 712605 9036 1272 710 431 8219 5501 1871 647 1224 453 771 333 402 224 438 2718 926 1792 992 451 541 is_linear=0 shrinkage=0.1 Tree=256 num_leaves=30 num_cat=0 split_feature=3 3 3 0 0 0 0 0 0 0 42 3 3 5 3 0 0 3 9 37 0 3 3 9 0 3 25 0 0 split_gain=0.0132041 0.0174258 0.0102925 0.152163 0.676994 0.427488 0.353121 0.18707 0.296482 0.282405 0.222041 0.425262 0.29918 0.211658 0.20868 0.566776 0.516027 0.338489 0.309754 0.198049 0.178984 0.197709 0.166904 0.349332 0.174934 0.168462 0.130929 0.396894 0.166702 threshold=203.50000000000003 153.50000000000003 32.500000000000007 1478606400.0000002 1478865600.0000002 1479124800.0000002 1479297600.0000002 1476878400.0000002 1476360000.0000002 1477310400.0000002 1.0000000180025095e-35 45.500000000000007 45.500000000000007 1.0000000180025095e-35 40.500000000000007 1475668800.0000002 1473249600.0000002 42.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1474286400.0000002 35.500000000000007 38.500000000000007 1.0000000180025095e-35 1472472000.0000002 35.500000000000007 1.0000000180025095e-35 1491652800.0000002 1480248000.0000002 decision_type=2 2 2 2 2 2 2 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 7 -5 -6 -7 8 14 -9 12 -12 -11 -10 15 16 22 18 -16 20 -18 -22 23 24 25 -4 28 -28 -8 right_child=-2 -3 3 4 5 6 26 9 13 10 11 -13 -14 -15 17 -17 19 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=1.6002637379664419e-06 0.0011267037560733467 -0.0011039421795965075 -0.00032132342046743522 -0.0078910046470009234 0.0059322158655000703 -0.0059689392549319015 -0.0022680679702744943 0.0049928357950411737 -0.006590921173079147 -0.0040498900326686764 0.0061808423312285391 -0.0017374175050645136 0.002031766192223399 -0.0007602685827248711 -0.0057802316763467245 0.0069554629772263137 -0.0028585846941837768 0.00013605768951845064 0.00094817478192161836 -0.0048047852353192873 0.0045626362411341831 -0.0011361874771822515 0.0048681905711853929 -0.0021029385731741305 0.0065595068117337563 0.0041372781775342966 0.0056310467982809221 -0.0013482359528694283 -0.00021885739506595408 leaf_weight=800066 104 143 171 117 111 109 417 200 108 168 156 120 156 147 193 155 197 2951 106 149 102 151 184 193 105 168 145 186 8268 leaf_count=800066 104 143 171 117 111 109 417 200 108 168 156 120 156 147 193 155 197 2951 106 149 102 151 184 193 105 168 145 186 8268 internal_value=0 -1.43698e-07 4.99038e-08 -8.13779e-05 -0.000331974 -0.000236218 -0.000311253 0.000317232 9.33978e-05 0.00173858 0.000653826 0.00273812 -0.00112169 -0.00322972 0.000269024 0.00121372 0.000586982 -0.000188791 -0.00339491 -0.00164479 -0.000598481 0.00116136 0.00221528 0.00144898 0.00299294 0.00188825 -0.000242854 0.00170915 -0.000317248 internal_weight=0 815442 815299 15233 9353 9236 9125 5880 5080 800 600 276 324 255 4825 1575 1420 3250 299 599 450 253 821 637 444 339 9016 331 8685 internal_count=815546 815442 815299 15233 9353 9236 9125 5880 5080 800 600 276 324 255 4825 1575 1420 3250 299 599 450 253 821 637 444 339 9016 331 8685 is_linear=0 shrinkage=0.1 Tree=257 num_leaves=30 num_cat=0 split_feature=3 20 3 3 3 3 36 3 3 3 3 3 29 3 21 15 3 3 3 3 3 3 42 17 3 3 3 17 35 split_gain=0.0130082 0.170389 0.0603266 0.0203142 0.0416007 0.0376898 0.2017 0.0386389 0.0314732 0.0165989 0.0352023 0.0143083 0.0582929 0.100732 0.0451366 0.0730937 0.124381 0.0891977 0.163517 0.076253 0.0675051 0.0459925 0.0336496 0.258374 0.173817 0.149785 0.259021 0.135867 0.291818 threshold=144.50000000000003 1.0000000180025095e-35 129.50000000000003 115.50000000000001 106.50000000000001 98.500000000000014 1.0000000180025095e-35 94.500000000000014 89.500000000000014 86.500000000000014 83.500000000000014 32.500000000000007 1.0000000180025095e-35 41.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 41.500000000000007 38.500000000000007 36.500000000000007 51.500000000000007 61.500000000000007 45.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 80.500000000000014 39.500000000000007 51.500000000000007 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 left_child=2 -2 3 4 5 7 -7 8 9 10 11 -1 14 -14 22 -16 17 18 -17 21 -21 -18 24 -24 27 -25 -27 -13 -29 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 13 -15 15 16 19 -19 -20 20 -22 -23 23 25 -26 26 -28 28 -30 leaf_value=1.4402374045192417e-06 -0.0012496197884336363 0.0036727905799331067 -0.0022237664226015083 0.0010535706648898255 -0.00151601724007594 0.0044703990748773022 -0.0016172204753878501 -0.0017109235272183662 0.001290413354389202 -0.0011713387386888758 0.0014517116700550042 -0.00018886057585267975 -0.0034979514234959536 0.00010372597958316296 0.0025312793950708411 -0.0015400399067360547 0.0014101791071764653 -0.003209221588171897 0.00323225748589606 -0.0015602203783030638 0.0019254389076238676 0.0042744246998451434 -0.00012460029885379007 -0.0057807912466523708 0.003925233116439943 0.0018976260181832111 -0.0046348038919270034 -0.00019368892626674928 0.0041137231392084491 leaf_weight=800066 181 115 122 183 181 105 113 132 189 121 167 6435 136 181 159 237 126 126 103 118 105 101 4870 120 112 118 125 460 239 leaf_count=800066 181 115 122 183 181 105 113 132 189 121 167 6435 136 181 159 237 126 126 103 118 105 101 4870 120 112 118 125 460 239 internal_value=0 0.000662803 -2.4065e-07 9.21446e-08 -1.44419e-07 1.92332e-07 0.00131489 -1.59525e-07 1.17755e-07 -1.81752e-07 -7.68311e-09 -3.0554e-07 -0.000101 -0.00144147 -6.96495e-05 0.000552101 0.000208554 -0.000936543 -9.43145e-05 0.00139437 8.10093e-05 0.00268458 -0.00012321 -0.00031644 1.63388e-05 -0.00289015 -0.00146268 -4.50287e-05 0.00127909 internal_weight=0 296 815250 815128 814945 814764 218 814546 814414 814225 814104 813937 13871 317 13554 1075 916 466 340 450 223 227 12479 5233 7246 363 243 7134 699 internal_count=815546 296 815250 815128 814945 814764 218 814546 814414 814225 814104 813937 13871 317 13554 1075 916 466 340 450 223 227 12479 5233 7246 363 243 7134 699 is_linear=0 shrinkage=0.1 Tree=258 num_leaves=30 num_cat=0 split_feature=40 36 12 27 28 9 5 33 9 5 5 16 9 25 5 18 30 11 27 18 12 34 16 31 5 29 12 20 15 split_gain=0.00682145 0.00764353 0.00808978 0.0127829 0.00925425 0.00897445 0.0140433 0.00825314 0.0423289 0.0199974 0.012691 0.0176915 0.0085839 0.00678304 0.00649467 0.00616634 0.00586592 0.00544334 0.00514088 0.0175068 0.00694613 0.0063674 0.00516193 0.0070763 0.00648258 0.0157007 0.0500699 0.034133 0.0149262 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=1 2 3 14 7 -6 -7 10 -9 -10 11 16 -12 15 -1 -14 -4 -5 21 -20 -21 22 23 24 25 -3 28 -28 -27 right_child=-2 18 4 17 5 6 -8 8 9 -11 12 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 leaf_value=0.00012954537395951934 6.728069832408769e-05 6.3426036414844988e-05 -7.9101879235783776e-05 8.6537742778579137e-05 4.0899060214427719e-05 0.0008054408270806771 7.6904642383316023e-05 9.6889572634599783e-06 0.0017302242306395784 0.00039337388628291232 -2.605649209127575e-05 8.8406039580088129e-05 6.7537712048061769e-06 0.00054281342893821997 -1.1502568745579488e-05 0.00012871511832429798 -0.00022897528993862985 -0.00019043121870066274 -8.830416998362095e-06 -0.00032521220264504101 0.00018543853189569582 -1.9908562424865764e-05 -1.0290185436148023e-05 -2.1175453176399716e-05 3.1513785512233277e-05 -0.0017138543422058755 0.001214567523857113 0.0002706789017330147 -0.00028847194475988637 leaf_weight=3395 14796 22944 54864 22212 7699 415 730 31105 200 254 139338 6450 20506 262 84961 5196 2742 733 193586 279 5887 35903 32124 20267 106486 119 532 1369 192 leaf_count=3395 14796 22944 54864 22212 7699 415 730 31105 200 254 139338 6450 20506 262 84961 5196 2742 733 193586 279 5887 35903 32124 20267 106486 119 532 1369 192 internal_value=0 -1.24319e-06 -1.14965e-05 1.1187e-05 -2.08555e-05 7.97467e-05 0.000340959 -2.42655e-05 2.36806e-05 0.000982295 -3.08628e-05 -6.86505e-05 -1.62197e-05 3.65704e-05 -6.08293e-06 3.14099e-05 -8.62357e-05 7.76897e-05 8.06645e-06 -3.54691e-06 0.000162333 1.8614e-05 2.61294e-05 3.3831e-05 4.22996e-05 8.7956e-05 0.000342393 0.000534829 -0.000833875 internal_weight=0 800750 381062 111301 269761 8844 1145 260917 31559 454 229358 64056 165302 25964 88356 25702 57606 22945 419688 199752 6166 219936 184033 151909 131642 25156 2212 1901 311 internal_count=815546 800750 381062 111301 269761 8844 1145 260917 31559 454 229358 64056 165302 25964 88356 25702 57606 22945 419688 199752 6166 219936 184033 151909 131642 25156 2212 1901 311 is_linear=0 shrinkage=0.1 Tree=259 num_leaves=30 num_cat=0 split_feature=3 3 3 1 1 3 1 3 3 3 3 3 1 0 1 3 37 0 0 0 0 3 3 0 1 27 0 0 1 split_gain=0.014928 0.053337 0.0488491 0.0174838 0.0477832 0.0185575 0.126631 0.0493101 0.0271002 0.0312198 0.038395 0.0162087 0.153822 0.119648 0.534137 0.531327 0.504081 0.373095 0.364157 0.421946 0.356513 0.288313 0.206125 0.192348 0.616925 0.370066 0.46195 0.324842 0.24517 threshold=195.00000000000003 144.50000000000003 129.50000000000003 296.00000000000006 257.50000000000006 109.50000000000001 1.5000000000000002 104.50000000000001 98.500000000000014 94.500000000000014 89.500000000000014 37.500000000000007 24.500000000000004 1497096000.0000002 4.5000000000000009 39.500000000000007 1.0000000180025095e-35 1496577600.0000002 1497960000.0000002 1499601600.0000002 1496145600.0000002 45.500000000000007 46.500000000000007 1493640000.0000002 2.5000000000000004 1.0000000180025095e-35 1495108800.0000002 1492430400.0000002 14.500000000000002 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 left_child=1 2 3 4 5 7 -7 8 9 10 11 -1 13 17 15 -15 18 20 -17 -20 23 -21 -18 27 25 -25 -27 28 -13 right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 22 -19 19 21 -22 -23 -24 24 -26 26 -28 -29 -30 leaf_value=1.2264885990170921e-06 -0.001129473699654779 0.0017261594926740705 -0.0020010723282018156 -0.0013155355752159908 0.0019552577307913456 0.0031449570576840822 -0.0010262654662239617 -0.0020106176555645268 0.0012892437326019071 -0.0015380745535808135 0.0014326879830612619 -0.00012179412369457141 -0.0030641362977081115 0.0057838424200743026 0.0066704020595976287 0.0062070513359226646 -0.0006889358576801088 -0.0054757976819845766 -0.0039275423213317468 0.0059362034710386813 0.0057290740944083464 -0.0003369141527159349 -0.0061654129947619467 0.00074007654336746788 0.0033588264795756089 -0.0087509658519896519 -0.00088174066307847613 0.0031348582263198972 -0.0050327710298712827 leaf_weight=803603 117 179 122 101 125 129 167 122 163 132 187 7788 175 142 140 105 108 132 194 117 103 196 189 125 162 192 122 306 103 leaf_count=803603 117 179 122 101 125 129 167 122 163 132 187 7788 175 142 140 105 108 132 194 117 103 196 189 125 162 192 122 306 103 internal_value=0 1.6206e-07 -2.16908e-07 8.25596e-08 2.45594e-07 -5.42905e-08 0.000791598 -3.4195e-07 -4.08347e-08 -2.98907e-07 -4.95955e-08 -3.78737e-07 -0.000124426 -7.41079e-05 0.000868003 9.50859e-05 -0.000793587 -0.000198325 0.000846892 -0.0002632 -0.000120061 0.00200799 -0.00417397 -0.000188538 -0.00191534 -0.00386161 -0.0056935 -6.19301e-05 -0.000185896 internal_weight=0 815429 815250 815128 815027 814902 296 814606 814484 814321 814189 814002 10399 10224 1191 1051 909 9033 612 507 8901 313 297 8798 601 439 314 8197 7891 internal_count=815546 815429 815250 815128 815027 814902 296 814606 814484 814321 814189 814002 10399 10224 1191 1051 909 9033 612 507 8901 313 297 8798 601 439 314 8197 7891 is_linear=0 shrinkage=0.1 Tree=260 num_leaves=30 num_cat=0 split_feature=4 34 0 0 0 0 0 0 0 4 4 0 23 0 0 4 9 4 4 4 0 0 4 4 4 0 4 0 29 split_gain=0.0226068 0.181815 0.156166 0.319931 0.160065 0.446704 0.304744 0.489728 0.2617 0.301818 0.961773 0.28522 0.444453 0.298938 0.362046 0.327736 0.271539 0.347323 0.248686 0.24854 0.254457 0.238581 0.257506 0.238344 0.324524 0.564827 0.343825 0.237374 0.235609 threshold=32.500000000000007 1.0000000180025095e-35 1500984000.0000002 1500465600.0000002 1494072000.0000002 1497441600.0000002 1496404800.0000002 1495108800.0000002 1485259200.0000002 81.500000000000014 59.500000000000007 1483444800.0000002 1.0000000180025095e-35 1480507200.0000002 1479556800.0000002 38.500000000000007 1.0000000180025095e-35 52.500000000000007 51.500000000000007 45.500000000000007 1499428800.0000002 1475582400.0000002 46.500000000000007 48.500000000000007 39.500000000000007 1487592000.0000002 36.500000000000007 1490443200.0000002 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 left_child=-1 2 3 4 8 6 7 -6 11 10 23 12 13 14 28 -15 17 -17 -18 20 -7 22 -14 24 25 -10 -27 -26 -2 right_child=1 -3 -4 -5 5 19 -8 -9 9 -11 -12 -13 21 15 -16 16 18 -19 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 leaf_value=-1.6930527120504242e-06 0.00033277168999377776 -0.0028942734192701452 0.0032896058587783316 -0.0053112697324139025 -0.0052768172411049698 0.0052016631540102078 -0.0061982995615555694 0.0018955313450541484 0.0076942102065351743 0.0067904432888562785 -0.0055508082498482532 -0.0024860019290815702 -0.0020485691277177206 0.0053888876828165197 -0.0034562577802059523 0.0017823880150293311 0.00060421114490515949 -0.0050337055457755926 0.0069157297935402186 -0.0015724779168611825 -0.00036328325464560744 -0.00026434597345845152 -0.0084891720079422871 0.0049075672585848981 -0.0023496523515827827 -0.00093317765876019818 0.0045151912570951048 0.0024442594026267118 0.0048502181474274651 leaf_weight=807199 3047 190 164 105 169 195 182 218 178 102 187 401 154 247 249 186 138 125 114 203 142 240 104 247 285 307 186 162 120 leaf_count=807199 3047 190 164 105 169 195 182 218 178 102 187 401 154 247 249 186 138 125 114 203 142 240 104 247 285 307 186 162 120 internal_value=0 0.000163727 0.000234957 0.000172282 0.000245275 -0.00086846 -0.00282363 -0.00123658 0.000427475 0.00152117 0.00117487 7.45035e-05 0.000291854 0.000624826 0.000215273 0.00235203 0.00101969 -0.000957199 0.00345942 0.00119171 0.00285679 -0.00253373 -0.00464478 0.00209626 0.00147516 0.00286574 0.00112239 -0.000612262 0.000503941 internal_weight=0 8347 8157 7993 7888 1109 569 387 6779 1654 1552 5125 4724 4226 3416 810 563 311 252 540 337 498 258 1365 1118 671 493 447 3167 internal_count=815546 8347 8157 7993 7888 1109 569 387 6779 1654 1552 5125 4724 4226 3416 810 563 311 252 540 337 498 258 1365 1118 671 493 447 3167 is_linear=0 shrinkage=0.1 Tree=261 num_leaves=30 num_cat=0 split_feature=4 3 3 12 19 7 0 4 0 3 0 1 0 0 7 0 1 0 0 3 0 4 3 0 0 12 13 0 0 split_gain=0.0187551 0.168154 0.225676 1.11301 0.467787 0.705709 0.463372 0.439491 0.448101 0.16623 0.44274 0.322477 0.305595 0.629636 0.77393 0.54606 0.315423 0.311409 0.687649 0.271725 0.181783 0.164482 0.40563 0.462734 0.758691 0.799312 0.543082 0.509983 0.565391 threshold=28.500000000000004 31.500000000000004 37.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1483272000.0000002 31.500000000000004 1490616000.0000002 32.500000000000007 1478520000.0000002 1.5000000000000002 1483444800.0000002 1486036800.0000002 1.0000000180025095e-35 1487246400.0000002 5.5000000000000009 1480680000.0000002 1480075200.0000002 35.500000000000007 1475668800.0000002 21.500000000000004 23.500000000000004 1493121600.0000002 1499342400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1494936000.0000002 1496059200.0000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 -2 3 -3 7 6 -6 8 -5 21 11 -11 17 14 -14 -15 -17 18 -12 -19 -13 -1 -23 26 25 -25 -24 -27 -29 right_child=1 2 -4 4 5 -7 -8 -9 -10 10 12 20 13 15 -16 16 -18 19 -20 -21 -22 22 23 24 -26 27 -28 28 -30 leaf_value=-2.1773195124527814e-06 -0.0034481415621793045 -0.0053694691555820923 2.569736923830876e-05 0.0007927289826594379 -0.0013869335111535964 0.012819795860335804 0.0072592754892650104 -0.0037283383592687271 0.008652988860383631 0.0018356874066773169 -0.0042300713329705801 -0.0019517653852930755 0.0092686379048973321 -0.0085565555356808161 -0.0016642335287923385 -0.0014659969087192221 0.0031735512235397355 -0.0078918727916403759 0.0057288488458233098 -0.0024493310352895429 0.0020706312701202416 -0.0029772863780976508 3.9287957742508475e-05 -0.0026187667168671115 -0.0013384196051498456 0.0097528315811919487 0.0070443290523447407 -0.0019231017358833924 0.0059286155769026645 leaf_weight=794463 130 189 10171 264 122 104 126 135 100 978 208 499 130 102 129 1535 162 186 104 181 145 307 3793 142 356 208 114 126 337 leaf_count=794463 130 189 10171 264 122 104 126 135 100 978 208 499 130 102 129 1535 162 186 104 181 145 307 3793 142 356 208 114 126 337 internal_value=0 0.000127701 0.000169165 0.00157226 0.00311395 0.00590546 0.0030059 0.0011448 0.00295214 -1.80085e-06 -0.00061766 0.0006915 -0.00139349 -0.000786551 0.00382331 -0.00145023 -0.00102309 -0.0032331 -0.000910431 -0.00520768 -0.0010461 1.55546e-06 0.000552466 0.000765948 0.00251145 0.00419724 0.000243684 0.00563967 0.00379186 internal_weight=0 11341 11211 1040 851 352 248 499 364 804205 4359 1622 2737 2058 259 1799 1697 679 312 367 644 799846 5383 5076 1169 813 3907 671 463 internal_count=815546 11341 11211 1040 851 352 248 499 364 804205 4359 1622 2737 2058 259 1799 1697 679 312 367 644 799846 5383 5076 1169 813 3907 671 463 is_linear=0 shrinkage=0.1 Tree=262 num_leaves=30 num_cat=0 split_feature=4 3 3 27 4 4 3 27 3 4 4 7 4 3 43 7 3 3 22 3 4 3 9 5 9 3 4 3 7 split_gain=0.0186743 0.239563 0.237802 0.554458 0.514744 0.190267 0.269668 0.289895 0.242176 0.220448 0.281086 0.35833 0.209913 0.626922 0.493206 0.645276 0.413458 0.19012 0.402318 0.178238 0.33976 0.215334 0.202891 0.166358 0.163022 0.570581 0.39738 0.400198 0.364041 threshold=32.500000000000007 36.500000000000007 41.500000000000007 1.0000000180025095e-35 25.500000000000004 27.500000000000004 33.500000000000007 1.0000000180025095e-35 31.500000000000004 19.500000000000004 24.500000000000004 1.0000000180025095e-35 25.500000000000004 28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 37.500000000000007 1.0000000180025095e-35 35.500000000000007 26.500000000000004 34.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 43.500000000000007 31.500000000000004 43.500000000000007 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 left_child=2 -2 5 -4 -5 6 12 23 -7 -9 -11 19 -1 -14 15 -15 -17 18 -10 21 22 -12 -21 -8 26 -26 27 -6 -29 right_child=1 -3 3 4 24 8 7 9 17 10 11 -13 13 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 leaf_value=-4.5651042534144158e-07 -0.0046918686677581908 0.00020809707822539857 0.0019099825708360774 0.0036916000434863492 -0.0068991250036382484 -0.0019818927331573585 -0.0019492607602926025 0.0026713966717104524 -0.0013710509417646454 -0.0035797746349475906 -0.00037864096462726594 -0.0030815978350875123 -0.0034732054445924532 0.010014238078768056 -0.00098292246516487364 0.0054579765450480829 -0.00109082753742039 0.00020847031836148931 0.0028855215319495329 0.00044275132468992888 0.002644227386917919 0.0057841903494241153 -0.005315037410146271 0.001751223424951345 0.00027381080264846482 -0.007533468264173792 0.0020752856972220558 -0.0054487024935247798 0.0014953825630638459 leaf_weight=799292 101 8246 425 129 204 275 163 111 283 650 110 471 204 150 243 199 187 1151 1031 102 182 117 153 477 150 249 174 124 193 leaf_count=799292 101 8246 425 129 204 275 163 111 283 650 110 471 204 150 243 199 187 1151 1031 102 182 117 153 477 150 249 174 124 193 internal_value=0 0.000148807 -1.53877e-06 -0.00120155 -0.00228283 9.16224e-07 -1.92303e-06 -0.00103149 0.000832808 -0.00165266 -0.00192156 -0.000971915 1.33956e-06 0.00146175 0.00275409 0.0044483 0.00228537 0.00114682 0.00196877 0.000524562 -0.000656272 0.0027978 -0.00301192 0.000808756 -0.00298731 -0.0045984 -0.00206238 -0.00344425 -0.00122092 internal_weight=0 8347 807199 1648 1223 805551 802811 2536 2740 1896 1785 1135 800275 983 779 536 386 2465 1314 664 437 227 255 640 1094 399 695 521 317 internal_count=815546 8347 807199 1648 1223 805551 802811 2536 2740 1896 1785 1135 800275 983 779 536 386 2465 1314 664 437 227 255 640 1094 399 695 521 317 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=30 num_cat=0 split_feature=3 3 3 3 7 3 3 3 3 3 3 0 3 3 3 19 35 3 37 3 0 0 0 12 3 3 0 0 0 split_gain=0.0154973 0.0400066 0.0438759 0.0124158 0.085573 0.039285 0.0264377 0.0227346 0.0240572 0.0138562 0.030293 0.0141377 0.369418 0.0712387 0.0371503 0.0721479 0.0632982 0.0494642 0.0380865 0.0176247 0.17193 0.13265 0.336408 0.350587 0.278868 0.399215 0.278289 0.251858 0.400018 threshold=195.00000000000003 144.50000000000003 129.50000000000003 109.50000000000001 1.0000000180025095e-35 104.50000000000001 98.500000000000014 94.500000000000014 89.500000000000014 86.500000000000014 83.500000000000014 1470139200.0000002 30.500000000000004 81.500000000000014 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 30.500000000000004 1501329600.0000002 1498478400.0000002 1498824000.0000002 1.0000000180025095e-35 61.500000000000007 46.500000000000007 1497873600.0000002 1497096000.0000002 1496750400.0000002 decision_type=2 2 2 2 2 2 2 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 -5 6 7 8 9 10 11 12 14 19 18 16 17 -16 -1 -13 21 26 -23 -24 25 -25 27 28 -21 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 15 -17 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 leaf_value=2.2576623005935586e-05 -0.0011508113648901637 0.0014949947526007269 -0.0018964347475376288 0.0020054393554703224 -0.0014737518994009189 -0.0017944393236739714 0.0012735812025618928 -0.0013123659037801467 0.0011281949650279429 -0.0010701831437893645 0.0013467016877344402 1.3075315813159779e-06 0.0051598678400397256 -0.0023882191546261314 -0.00059013641899966407 -0.002121999020466208 -0.0018473393218759616 0.0022335164656396957 0.001315913392303686 -0.00011642203736910108 -0.003659261175672765 0.0052533084143271064 -0.0039899646623797165 0.0016491943968469935 0.0059972178730375997 -0.0034423550945881865 -0.0037500248621808183 0.0028395420985630861 -0.0057114377899398642 leaf_weight=2452 117 179 122 181 116 122 163 132 189 121 167 794783 144 125 109 229 111 144 251 13558 135 156 163 648 101 202 213 284 129 leaf_count=2452 117 179 122 181 116 122 163 132 189 121 167 794783 144 125 109 229 111 144 251 13558 135 156 163 648 101 202 213 284 129 internal_value=0 1.65121e-07 -1.6309e-07 1.20724e-07 0.000646563 -1.14899e-07 1.53795e-07 -1.01033e-07 1.11659e-07 -1.50195e-07 8.84395e-09 -2.67465e-07 0.00020203 -1.12608e-06 -1.45749e-05 -0.000731351 0.000143535 0.001017 0.000142676 -7.57867e-07 -0.000106059 -7.50199e-05 0.000904089 0.000295042 0.00102949 0.000439203 -0.000162687 -0.000107995 -0.000169155 internal_weight=0 815429 815250 815128 297 814831 814709 814546 814414 814225 814104 813937 3440 810497 3296 593 364 253 2703 810372 15589 15454 1270 1114 951 850 14184 13971 13687 internal_count=815546 815429 815250 815128 297 814831 814709 814546 814414 814225 814104 813937 3440 810497 3296 593 364 253 2703 810372 15589 15454 1270 1114 951 850 14184 13971 13687 is_linear=0 shrinkage=0.1 Tree=264 num_leaves=30 num_cat=0 split_feature=4 1 1 1 0 0 0 0 17 16 4 4 37 0 6 4 0 42 1 36 4 37 0 0 0 0 0 0 41 split_gain=0.0172815 0.146573 0.196471 0.16804 0.386066 0.369552 0.122035 0.356756 0.475898 0.280628 0.267572 0.452351 0.68668 0.393406 0.660004 0.40168 0.266124 0.652394 0.600689 0.242898 0.212741 0.288112 0.300065 0.187233 0.493867 0.292568 0.279116 0.640236 0.62549 threshold=17.500000000000004 89.500000000000014 30.500000000000004 16.500000000000004 1488283200.0000002 1477224000.0000002 1470830400.0000002 1472126400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 23.500000000000004 1.0000000180025095e-35 1471780800.0000002 1.0000000180025095e-35 35.500000000000007 1471262400.0000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 1470484800.0000002 1476964800.0000002 1478001600.0000002 1479816000.0000002 1482148800.0000002 1482062400.0000002 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 left_child=-1 2 3 6 5 -5 20 8 9 10 19 12 -12 14 16 -15 17 -13 -18 -8 21 22 -2 -9 -25 -26 27 28 -27 right_child=1 -3 -4 4 -6 -7 7 23 -10 -11 11 13 -14 15 -16 -17 18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 leaf_value=-2.8424651043174861e-06 -0.0036878796515465787 -0.0029827044971543963 0.0033660931025943871 -8.1904749294706421e-05 0.0025563045212164009 -0.0082079847193991529 -0.0049762413077785277 -0.00045237196205133586 0.0071456957119007186 -0.0031105522052966988 0.0020996578625366463 -0.0010898253399419546 0.011846263078706606 0.00029347072317946281 -0.0068155861586833809 0.007648672612786696 -0.0048514272984671765 0.0089397723312979026 0.0038913659938973272 0.0013797959184139183 8.4758172764348526e-05 -0.0070972761502153849 0.002841369323818824 0.0024314604886374216 -0.0011827447118022455 0.00040924082842910099 2.4168953149248679e-05 0.0086565725410495103 0.0065393679394004757 leaf_weight=785592 179 156 182 102 116 124 115 5920 137 150 232 144 105 149 130 148 173 118 144 126 754 111 116 935 1680 2565 14857 108 178 leaf_count=785592 179 156 182 102 116 124 115 5920 137 150 232 144 105 149 130 148 173 118 144 126 754 111 116 935 1680 2565 14857 108 178 internal_value=0 7.45482e-05 9.05537e-05 7.04245e-05 -0.00213337 -0.00454046 9.61708e-05 0.000137644 0.00147176 0.00102347 0.00141495 0.00196553 0.00513643 0.000903303 -0.000376598 0.00395869 0.00106912 0.00342732 -0.000879938 -0.00165317 -0.000908984 -0.00275451 -0.00112045 4.25279e-05 0.00018669 7.84344e-05 0.000198086 0.00110439 0.00080704 internal_weight=0 29954 29798 29616 342 226 29274 28114 1871 1734 1584 1343 337 1006 709 297 579 262 317 241 1160 406 295 26243 20323 19388 17708 2851 2743 internal_count=815546 29954 29798 29616 342 226 29274 28114 1871 1734 1584 1343 337 1006 709 297 579 262 317 241 1160 406 295 26243 20323 19388 17708 2851 2743 is_linear=0 shrinkage=0.1 Tree=265 num_leaves=30 num_cat=0 split_feature=1 1 1 1 1 24 25 7 19 20 1 18 36 37 9 1 1 1 1 1 35 36 1 36 1 30 1 19 1 split_gain=0.00987117 0.0115015 0.0155061 0.00614131 0.0207454 0.0388767 0.0237659 0.0340315 0.0371518 0.0263649 0.0229429 0.0206575 0.059173 0.0206363 0.0255664 0.0254795 0.0236685 0.0287284 0.0182415 0.0170135 0.0186266 0.0168482 0.0130477 0.0126499 0.0113898 0.0101955 0.0254501 0.0142444 0.0278143 threshold=291.50000000000006 259.50000000000006 228.50000000000003 13.500000000000002 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 12.500000000000002 9.5000000000000018 19.500000000000004 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 15.500000000000002 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 left_child=1 2 3 4 -1 6 9 -8 -9 -6 -7 25 18 14 16 -16 17 21 -13 -19 -21 22 -11 -12 -25 27 -27 -5 -29 right_child=-2 -3 -4 11 5 10 7 8 -10 13 23 12 -14 -15 15 -17 -18 19 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 leaf_value=1.1901193121221985e-06 0.00091845988232292181 -0.0010516876945845209 0.0012209792916389863 0.00011816372865405337 -3.5998401876434755e-05 0.00017385210699753123 -9.2952374368074979e-05 0.0022796280614134699 2.321547325445581e-05 -0.00062689070227382846 -0.00063084559165230635 -0.00085763968163519175 0.0025558334200529251 -0.0010557858614643634 -0.00084130535359133404 0.00081008184897079236 -0.0013191244010998797 0.00065076001943651968 0.00087935743421244333 0.00021050313748287408 -0.0009580422755767218 -0.00073956671438451225 0.00023499564715446188 -0.0025010839577589653 -0.0010756725737487659 0.0019071837571871975 -1.6686504496082441e-05 -0.00065316800993109932 6.7652765674877814e-06 leaf_weight=785219 117 104 104 7211 12485 126 429 168 129 304 136 139 127 357 124 379 240 402 107 400 207 1213 416 123 103 102 211 777 3587 leaf_count=785219 117 104 104 7211 12485 126 429 168 129 304 136 139 127 357 124 379 240 402 107 400 207 1213 416 123 103 102 211 777 3587 internal_value=0 -1.31783e-07 2.34948e-09 -1.53414e-07 -1.22594e-06 -0.000108161 -8.32649e-05 0.000476716 0.00129957 -0.000107864 -0.000988355 7.00853e-05 0.000802869 -0.000329843 -0.000259514 0.00040298 -0.000364239 -0.000286342 -0.000102117 0.000146176 -0.000187996 -0.000512111 -0.000128912 -0.00139288 -0.00185145 4.70934e-05 0.000610262 3.18647e-05 -0.000110734 internal_weight=0 815429 815325 815221 802960 17741 17253 726 297 16527 488 12261 373 4042 3685 503 3182 2942 246 1009 607 1933 720 362 226 11888 313 11575 4364 internal_count=815546 815429 815325 815221 802960 17741 17253 726 297 16527 488 12261 373 4042 3685 503 3182 2942 246 1009 607 1933 720 362 226 11888 313 11575 4364 is_linear=0 shrinkage=0.1 Tree=266 num_leaves=30 num_cat=0 split_feature=4 4 4 4 4 0 0 4 0 0 0 0 4 4 4 4 0 0 0 4 4 4 17 27 1 4 17 0 43 split_gain=0.0163236 0.0296695 0.027534 0.04333 0.0287763 0.34895 0.205112 0.0258103 0.339231 0.275963 0.150586 0.402291 0.292545 0.856304 0.539119 0.435547 0.206666 0.285832 0.271815 0.346439 0.270616 0.261155 0.221427 0.248137 0.314245 0.3505 0.203419 0.222601 0.191714 threshold=122.00000000000001 102.50000000000001 88.500000000000014 82.500000000000014 68.500000000000014 1485691200.0000002 1473768000.0000002 32.500000000000007 1500811200.0000002 1500292800.0000002 1498219200.0000002 1494072000.0000002 38.500000000000007 42.500000000000007 48.500000000000007 34.500000000000007 1485172800.0000002 1483444800.0000002 1480507200.0000002 38.500000000000007 59.500000000000007 41.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 34.500000000000007 1.0000000180025095e-35 1479988800.0000002 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 left_child=1 2 3 4 7 6 -6 -1 9 10 11 16 15 -14 -15 -13 17 18 26 -20 22 -21 23 -18 25 -25 27 -9 -28 right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 -12 12 13 14 -16 -17 20 -19 19 21 -22 -23 -24 24 -26 -27 28 -29 -30 leaf_value=-1.3066660003239063e-06 -0.0010501181052343265 0.0015225458570057528 -0.0012725681593463592 0.0019758363732615032 -0.0022563849959988148 -0.0050780239614046443 0.0029830685674419838 -0.00025063061907365546 0.0045118236552611629 -0.0047789620932029639 0.0022031648659470433 -0.00051386787340878832 0.0059633460897976645 -0.0086733321220106713 0.00052847015304547371 -0.0084632219019899705 -0.0011877674584751887 -0.0027156036433183006 0.0045833204261527781 -0.0039583332861353347 -0.0034397885010384759 0.0014505419600754977 0.006017856103786772 0.0070584781095385553 -0.0026357484448160376 0.0018232392538313419 0.00038085525709740281 -0.0043476464331741347 0.0057793971670504945 leaf_weight=807199 148 128 170 111 120 134 198 2887 177 115 343 129 134 123 132 148 302 364 294 113 111 425 109 155 124 731 179 139 104 leaf_count=807199 148 128 170 111 120 134 198 2887 177 115 343 129 134 123 132 148 302 364 294 113 111 425 109 155 124 731 179 139 104 internal_value=0 1.90603e-07 -4.84113e-08 2.1699e-07 -5.2086e-08 -0.00079773 0.00100592 3.90558e-07 0.00018709 8.01942e-05 0.000159502 5.49256e-05 -0.00227751 -0.000508929 -0.00391005 -0.00476118 0.000312239 -2.89585e-05 0.000207202 0.00182294 0.00131556 0.000314477 0.00168702 0.00132722 0.00207923 0.00273911 -0.000199052 -0.000438828 0.00236477 internal_weight=0 815398 815270 815100 814989 452 318 814537 7338 7161 7046 6703 666 389 255 277 6037 4505 4141 832 1532 538 1421 1312 1010 886 3309 3026 283 internal_count=815546 815398 815270 815100 814989 452 318 814537 7338 7161 7046 6703 666 389 255 277 6037 4505 4141 832 1532 538 1421 1312 1010 886 3309 3026 283 is_linear=0 shrinkage=0.1 Tree=267 num_leaves=30 num_cat=0 split_feature=4 3 1 27 20 4 3 35 4 0 0 0 23 0 1 43 3 0 1 43 0 3 27 1 4 27 0 1 3 split_gain=0.0142361 0.122132 0.183772 0.124953 0.117013 0.752675 0.176549 0.234488 0.176722 0.167293 0.35012 0.171035 0.159673 0.19453 0.461037 0.147522 0.123805 0.166262 0.15678 0.107739 0.107652 0.104452 0.159903 0.128988 0.101087 0.189704 0.260573 0.214039 0.175794 threshold=7.5000000000000009 10.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 9.5000000000000018 1.0000000180025095e-35 8.5000000000000018 1492430400.0000002 1495886400.0000002 1489492800.0000002 1.0000000180025095e-35 1493726400.0000002 2.5000000000000004 1.0000000180025095e-35 8.5000000000000018 1479902400.0000002 3.5000000000000004 1.0000000180025095e-35 1500206400.0000002 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 1491220800.0000002 1.5000000000000002 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 left_child=21 2 -2 -4 6 15 9 8 -8 11 -11 16 13 14 -10 -6 -5 18 19 -18 -12 -1 -23 -24 25 -3 28 -28 -27 right_child=1 24 3 4 5 -7 7 -9 12 10 20 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 23 -25 -26 26 27 -29 -30 leaf_value=-1.73237386158499e-07 7.1891524593448942e-05 0.00031469025656721106 -0.00016010418821513068 0.00017689646147267863 -7.684107648045127e-06 0.0092720944037277923 -0.0014194197077308168 -0.0036783073404443541 0.0079957308649847465 0.006044775954796933 -0.00049409042509521628 -0.0027262354010210085 -0.0019828576781052969 -0.0014003660961440425 0.00080601736970923167 0.0035816683507489087 0.0041143979360772805 0.00062335104103569856 0.0063639295414591639 -0.0004090531434089241 0.0033578247670798486 0.00018113756927585483 -0.00028501446888043268 -0.0011925015240492657 2.1376601700565844e-05 0.00054747229496819518 -0.00087370040948016509 -0.003211915699034837 -0.00075922045894251324 leaf_weight=704791 13794 3009 1136 732 518 124 360 168 132 208 217 127 118 123 275 147 110 398 130 101 109 4113 4400 2432 71754 1702 1106 606 2606 leaf_count=704791 13794 3009 1136 732 518 124 360 168 132 208 217 127 118 123 275 147 110 398 130 101 109 4113 4400 2432 71754 1702 1106 606 2606 internal_value=0 3.53803e-05 0.000263311 0.000767884 0.00102519 0.00211947 0.000764193 -0.000219454 0.000357022 0.00130677 0.00283914 0.0007947 0.00134393 0.00208462 0.00313782 0.000785752 0.00109868 0.00201174 0.0036322 0.00194914 0.00079382 -4.93381e-06 -0.000311485 -0.000608054 -1.83047e-05 -0.000333654 -0.000657718 -0.00170136 -0.000242974 internal_weight=0 99810 19027 5233 4097 789 3308 1176 1008 2132 534 1598 648 530 407 665 1471 739 341 211 326 715736 10945 6832 80783 9029 6020 1712 4308 internal_count=815546 99810 19027 5233 4097 789 3308 1176 1008 2132 534 1598 648 530 407 665 1471 739 341 211 326 715736 10945 6832 80783 9029 6020 1712 4308 is_linear=0 shrinkage=0.1 Tree=268 num_leaves=30 num_cat=0 split_feature=1 1 1 17 1 1 1 1 36 1 33 6 1 1 1 6 1 37 1 37 1 7 1 1 1 1 1 6 1 split_gain=0.00838058 0.00937497 0.0132745 0.00758904 0.0195531 0.0478846 0.0290075 0.0285638 0.0905622 0.0291012 0.0446517 0.0390857 0.0320759 0.0259543 0.0189431 0.0233236 0.0159821 0.0493054 0.0320232 0.0184391 0.0217562 0.0197681 0.036303 0.0144287 0.0095586 0.0412278 0.026152 0.0345942 0.116199 threshold=291.50000000000006 259.50000000000006 228.50000000000003 1.0000000180025095e-35 64.500000000000014 30.500000000000004 22.500000000000004 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 15.500000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 12.500000000000002 70.500000000000014 78.500000000000014 94.500000000000014 1.0000000180025095e-35 139.50000000000003 decision_type=2 2 2 2 2 2 2 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 24 5 6 7 9 14 -5 11 16 -13 -14 15 -9 17 -11 -18 21 -21 -20 -23 -10 -1 -26 -27 -28 -29 right_child=-2 -3 -4 4 -6 -7 -8 8 23 10 -12 12 13 -15 -16 -17 18 -19 19 20 -22 22 -24 -25 25 26 27 28 -30 leaf_value=9.7115332105893495e-07 0.00084627800736512642 -0.00094950236111449515 0.0011297030816702037 4.3752808540292045e-06 -0.0013983230554172393 0.0015272414393744955 -0.0016198753833818688 0.0011175527638988571 6.4235940499885949e-05 -0.00025512945747930627 -0.001968801249124027 -0.0012039084317664328 5.5762568866139896e-06 -0.0014646715356981101 0.00047647606752556596 0.0028256710930862398 -0.00048484260146538393 0.00064933926870593605 0.0013605671855643428 -0.001018929277952696 0.00019219628066300678 0.00087713944544238814 -0.0008718790069714437 -0.0012824574302346329 0.0014760483276790404 -0.00069482423320758489 -1.523828027740846e-05 0.0031821790722581186 -0.00063501713426677596 leaf_weight=789457 117 104 104 15067 108 191 119 190 133 1524 146 630 676 146 149 138 1996 997 195 229 421 294 199 198 231 368 1099 151 169 leaf_count=789457 117 104 104 15067 108 191 119 190 133 1524 146 630 676 146 149 138 1996 997 195 229 421 294 199 198 231 368 1099 151 169 internal_value=0 -1.21426e-07 -3.26668e-10 -1.44446e-07 -5.58475e-05 -4.97139e-05 -6.25598e-05 -5.46157e-05 0.000529566 -7.55757e-05 -0.000237205 -0.000202606 -0.000667035 -0.000255563 0.00141147 0.00183621 -8.74306e-05 0.000102568 -0.000231098 0.000147433 -0.000234493 0.000508264 0.000171146 -0.000741339 1.52677e-06 0.000218888 5.63788e-05 0.000251194 0.00116622 internal_weight=0 815429 815325 815221 23746 23638 23447 23328 808 22520 7453 7307 1452 822 477 328 5855 2521 3334 1338 650 688 493 331 791475 2018 1787 1419 320 internal_count=815546 815429 815325 815221 23746 23638 23447 23328 808 22520 7453 7307 1452 822 477 328 5855 2521 3334 1338 650 688 493 331 791475 2018 1787 1419 320 is_linear=0 shrinkage=0.1 Tree=269 num_leaves=30 num_cat=0 split_feature=4 4 4 0 4 4 4 4 4 0 4 4 0 0 0 0 4 4 0 4 34 0 0 22 42 0 4 4 42 split_gain=0.0132546 0.0259702 0.0260981 0.0246868 0.0189954 0.0289995 0.0610099 0.0918498 0.0264299 0.410398 0.0393914 0.0205326 0.226741 0.287785 0.134556 0.468287 0.214266 0.614217 0.159838 0.155984 0.10171 0.102866 0.238502 0.229094 0.200168 0.199285 0.331487 0.204098 0.570205 threshold=122.00000000000001 93.500000000000014 84.500000000000014 1478520000.0000002 79.500000000000014 75.500000000000014 72.500000000000014 68.500000000000014 64.500000000000014 1481457600.0000002 62.500000000000007 32.500000000000007 1500811200.0000002 1500292800.0000002 1494072000.0000002 1497441600.0000002 43.500000000000007 39.500000000000007 1493208000.0000002 34.500000000000007 1.0000000180025095e-35 1485259200.0000002 1483444800.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1487246400.0000002 39.500000000000007 36.500000000000007 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 left_child=1 2 4 -3 5 6 7 8 10 -10 11 -1 13 14 18 16 17 19 20 -16 21 22 23 -13 -24 26 -23 28 -27 right_child=-2 3 -4 -5 -6 -7 -8 -9 9 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 25 24 -25 -26 27 -28 -29 -30 leaf_value=-1.1580203093383253e-06 -0.00094626465107540837 7.6662954234052458e-05 -0.0012934212160941501 0.0022271154740569638 0.0013082063026927614 -0.0016162828265412434 0.0024700391404330734 -0.0023311759476114572 -0.0027153128014458707 0.0057048642089856522 -0.0017821533981459065 -0.0016558863156684032 0.0038003707938644641 -0.0049918555921282283 -0.0012827854491271346 0.0015105744138004485 -0.005734354013503854 0.0050763301989611466 0.0039763968989170867 -0.0062437327359388395 -0.002408434429452282 0.0066510432055128703 -0.0045435919868039715 0.00062777389355628819 0.00030273042759386285 0.002501830123747661 0.00038966857865157113 0.0013403121831473382 -0.0064467470355921517 leaf_weight=807199 148 112 156 102 111 111 100 169 129 105 124 506 168 110 112 437 178 102 119 146 138 153 194 3332 152 146 189 659 139 leaf_count=807199 148 112 156 102 111 111 100 169 129 105 124 506 168 110 112 437 178 102 119 146 138 153 194 3332 152 146 189 659 139 internal_value=0 1.71753e-07 -1.17403e-07 0.00110164 1.30141e-07 -4.8032e-08 1.72146e-07 -1.31015e-07 3.5263e-07 0.00106297 4.72732e-08 3.18704e-07 0.000171094 8.15872e-05 0.000164858 -0.000921093 -0.00289626 -0.00149298 0.000349737 -0.00409014 0.00027278 0.000340423 0.000100005 0.000326697 -0.00241457 0.00112262 0.00319081 0.000373342 -0.00186256 internal_weight=0 815398 815184 214 815028 814917 814806 814706 814537 234 814303 814179 6980 6812 6702 975 538 360 5727 258 5608 5470 4184 3838 346 1286 342 944 285 internal_count=815546 815398 815184 214 815028 814917 814806 814706 814537 234 814303 814179 6980 6812 6702 975 538 360 5727 258 5608 5470 4184 3838 346 1286 342 944 285 is_linear=0 shrinkage=0.1 Tree=270 num_leaves=30 num_cat=0 split_feature=3 3 3 3 3 3 3 3 3 3 7 13 18 1 18 3 3 10 3 19 3 3 41 22 3 3 19 3 3 split_gain=0.015094 0.0323205 0.0281419 0.0349893 0.0187233 0.0308893 0.0225628 0.0186062 0.0210101 0.0177809 0.138285 0.305856 0.490688 0.179387 0.390921 0.594546 0.554531 0.23224 0.220123 0.417841 0.2036 0.230456 0.168279 0.281928 0.350016 0.188545 0.170989 0.162284 0.438959 threshold=203.50000000000003 146.50000000000003 127.50000000000001 120.50000000000001 109.50000000000001 104.50000000000001 98.500000000000014 94.500000000000014 89.500000000000014 26.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 30.500000000000004 50.500000000000007 1.0000000180025095e-35 72.500000000000014 1.0000000180025095e-35 56.500000000000007 59.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 39.500000000000007 52.500000000000007 1.0000000180025095e-35 76.500000000000014 83.500000000000014 decision_type=2 2 2 2 2 2 2 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 6 7 8 9 -1 13 12 -12 18 17 -16 -17 27 20 -20 22 -22 25 -24 -25 -11 -27 -15 -29 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 10 11 -13 -14 14 15 16 -18 -19 19 -21 21 -23 23 24 -26 26 -28 28 -30 leaf_value=2.248825554300923e-06 0.001204640617988144 -0.0013551427458547882 0.0013562348196465596 -0.0018705434249714017 0.0010142758580763917 -0.0015911905827825188 0.0011765376216177745 -0.0011872634022658916 0.0010543071741094105 -3.2836071034372329e-05 -1.4243635312418409e-05 0.0032121255166951898 0.0054876275910911241 -0.00051030399907402537 -0.0098720128021211311 0.0012550789129504823 -0.007561961746801741 -0.0049074867255795062 0.00079489058548651509 -0.0066713030662332827 0.0055434708534605913 0.00085822883704384152 -0.0015629136672104132 0.0059259071402686042 -0.0011344127868794186 -0.0003454358172377632 -0.0056987594019459646 0.0057820145610442512 -0.0026900688358755028 leaf_weight=793114 104 176 153 100 182 122 163 132 189 4150 9225 323 165 4847 112 232 103 116 167 136 139 429 165 208 106 124 115 141 108 leaf_count=793114 104 176 153 100 182 122 163 132 189 4150 9225 323 165 4847 112 232 103 116 167 136 139 429 165 208 106 124 115 141 108 internal_value=0 -1.53637e-07 1.38878e-07 -1.15666e-07 1.1383e-07 -1.12692e-07 1.25567e-07 -1.09847e-07 8.25666e-08 -1.62143e-07 -9.07392e-05 0.000186511 8.24346e-05 -0.000327002 -0.000726514 -0.00356458 -0.00145583 -0.000483111 6.69404e-05 -0.00255627 0.000213157 0.00200479 4.10828e-06 0.00178384 0.00354249 -0.000190126 -0.0029213 -0.000382399 0.00210738 internal_weight=0 815442 815266 815113 815013 814831 814709 814546 814414 814225 21111 9713 9390 11398 5659 447 335 5212 5739 303 5436 568 4868 479 314 4389 239 5096 249 internal_count=815546 815442 815266 815113 815013 814831 814709 814546 814414 814225 21111 9713 9390 11398 5659 447 335 5212 5739 303 5436 568 4868 479 314 4389 239 5096 249 is_linear=0 shrinkage=0.1 Tree=271 num_leaves=30 num_cat=0 split_feature=0 0 42 27 22 20 5 43 16 27 15 27 0 27 0 43 5 22 16 0 12 5 22 27 27 0 36 5 19 split_gain=0.00676905 0.0413566 0.0894272 0.0838794 0.0639469 0.0510937 0.0829393 0.159427 0.0191972 0.0297608 0.0149378 0.0136522 0.0124643 0.0279828 0.015769 0.05393 0.022595 0.0311721 0.0184767 0.0153828 0.0212211 0.0343158 0.0779957 0.022418 0.015804 0.0306431 0.0393648 0.0632791 0.11017 threshold=1487419200.0000002 1487246400.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1488110400.0000002 1.0000000180025095e-35 1487937600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1488801600.0000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1488283200.0000002 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 left_child=1 -1 3 -3 -5 6 -6 -8 9 -4 -11 -10 13 -2 18 16 17 -16 -15 20 21 22 -14 -24 -22 26 27 28 -26 right_child=12 2 8 4 5 -7 7 -9 11 10 -12 -13 19 14 15 -17 -18 -19 -20 -21 24 -23 23 -25 25 -27 -28 -29 -30 leaf_value=4.7802973922814856e-06 2.0930473059223075e-05 4.3170830365900424e-05 4.4382710461319309e-05 1.9746642654923744e-05 0.0034646081039790624 0.00031946395509096701 0.0026735112638188864 -0.0010068602607750333 -7.3908823088550412e-05 -0.0012157843756195347 -0.0002066552255493142 0.0011716374820982885 0.00019816719896747849 -0.00025216046906058147 -0.0006357596891835523 0.00079096264170528177 -0.00062441049244606976 -0.0028877927283474493 0.0002650080757468314 -1.1889163146704844e-05 5.1658307021800181e-05 2.6824652890452364e-05 -0.00097357149393851011 -0.0026613882825934397 0.0046355125544338439 0.00013256003541104095 0.00020292199512853242 0.00041801450297364301 0.00067226087392279605 leaf_weight=484269 8708 986 798 313 268 221 312 189 209 425 224 152 398 4907 126 232 721 120 804 295804 6318 3406 143 175 122 3781 843 407 165 leaf_count=484269 8708 986 798 313 268 221 312 189 209 425 224 152 398 4907 126 232 721 120 804 295804 6318 3406 143 175 122 3781 843 407 165 internal_value=0 7.45693e-06 0.000323838 0.000739057 0.00126565 0.00165955 0.00204467 0.00128511 -0.000201847 -0.000364604 -0.000867487 0.000450532 -1.11306e-05 -9.83071e-05 -0.000248571 -0.000578263 -0.000906764 -0.00173431 -0.000179353 -6.76062e-06 8.95107e-05 -0.000105465 -0.000734767 -0.0019024 0.00015858 0.000285607 0.000662102 0.00121987 0.00235699 internal_weight=0 488366 4097 2289 1303 990 769 501 1808 1447 649 361 327180 15618 6910 1199 967 246 5711 311562 15758 4122 716 318 11636 5318 1537 694 287 internal_count=815546 488366 4097 2289 1303 990 769 501 1808 1447 649 361 327180 15618 6910 1199 967 246 5711 311562 15758 4122 716 318 11636 5318 1537 694 287 is_linear=0 shrinkage=0.1 Tree=272 num_leaves=30 num_cat=0 split_feature=3 3 3 3 0 3 0 3 3 3 3 3 21 12 3 0 0 0 0 0 1 3 0 0 0 0 1 17 0 split_gain=0.0122348 0.0261418 0.0226902 0.0319419 0.274028 0.0328396 0.186363 0.0509436 0.0514478 0.0721577 0.0629062 0.0150315 0.158697 0.299334 0.51503 0.17335 0.364323 0.231502 0.21536 0.371877 0.229854 0.236135 0.169202 0.362356 0.516065 0.781142 0.299684 0.661599 0.432816 threshold=203.50000000000003 146.50000000000003 127.50000000000001 112.50000000000001 1475841600.0000002 103.50000000000001 1477569600.0000002 99.500000000000014 93.500000000000014 90.500000000000014 87.500000000000014 26.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 34.500000000000007 1480334400.0000002 1477569600.0000002 1481630400.0000002 1484308800.0000002 1486555200.0000002 1.5000000000000002 36.500000000000007 1483963200.0000002 1484481600.0000002 1484827200.0000002 1485345600.0000002 4.5000000000000009 1.0000000180025095e-35 1498651200.0000002 decision_type=2 2 2 2 2 2 2 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 -5 7 -7 8 9 10 11 -1 22 15 -15 16 -14 -17 -19 -20 21 -21 -13 -24 -25 -26 -27 28 -28 right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11 -12 12 13 14 -16 17 -18 18 19 20 -22 -23 23 24 25 26 27 -29 -30 leaf_value=2.0199360256984317e-06 0.0010845597779664856 -0.0012187476858591915 0.0012178044778361819 0.0026158104005205162 -0.0044802528932311779 -0.001758167947575982 0.0041583093504110975 -0.0021232293148121212 0.0016078862992241682 -0.0025968971240081799 0.0023286949762881828 9.9403656624034249e-05 0.00035825753411763148 0.008136824526314845 -0.00041119646213535983 0.0056350120688002797 -0.0053889456091014473 -0.003165711875772104 0.0068574405993371834 -0.0028956257189801625 0.0034264359784101127 0.0016347893787397876 -0.0044046411206666086 0.004776351329305077 -0.0060704836757302441 -0.0005779639420179475 -0.00080681139170142113 0.0074305740688499575 0.0048543419000325778 leaf_weight=793114 104 176 153 101 118 105 108 113 199 107 116 10580 433 139 143 100 148 132 101 253 174 211 231 189 245 6896 744 148 165 leaf_count=793114 104 176 153 101 118 105 108 113 199 107 116 10580 433 139 143 100 148 132 101 253 174 211 231 189 245 6896 744 148 165 internal_value=0 -1.38323e-07 1.24751e-07 -1.03812e-07 -0.00120764 2.20709e-07 0.00124174 -1.03888e-07 1.9064e-07 -2.02218e-07 1.39007e-07 -1.92767e-07 -8.36335e-05 0.000805101 0.00380219 0.000260527 -0.00110575 0.00107804 0.00055485 0.00121942 0.000326876 -0.000835459 -0.000168535 -0.000497473 -0.00038986 -0.000508964 -0.000337636 0.0012303 0.000220791 internal_weight=0 815442 815266 815113 219 814894 213 814681 814568 814369 814262 814146 21032 1834 282 1552 581 971 871 739 638 464 19198 8618 8387 8198 7953 1057 909 internal_count=815546 815442 815266 815113 219 814894 213 814681 814568 814369 814262 814146 21032 1834 282 1552 581 971 871 739 638 464 19198 8618 8387 8198 7953 1057 909 is_linear=0 shrinkage=0.1 Tree=273 num_leaves=30 num_cat=0 split_feature=3 3 3 1 1 1 3 3 3 36 3 3 3 23 36 7 3 3 3 3 12 3 1 1 1 3 1 3 3 split_gain=0.0129233 0.0400507 0.047665 0.0167895 0.0449962 0.0181344 0.0202732 0.0304286 0.0322014 0.160783 0.019896 0.0299634 0.0146911 0.139823 0.175864 0.289509 0.244086 0.108903 0.10885 0.296942 0.0970153 0.0858014 0.0821282 0.0700053 0.406539 0.489897 0.21681 0.221698 0.143804 threshold=195.00000000000003 144.50000000000003 129.50000000000003 296.00000000000006 257.50000000000006 205.50000000000003 115.50000000000001 106.50000000000001 98.500000000000014 1.0000000180025095e-35 94.500000000000014 89.500000000000014 37.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 54.500000000000007 49.500000000000007 43.500000000000007 40.500000000000007 1.0000000180025095e-35 84.500000000000014 24.500000000000004 4.5000000000000009 5.5000000000000009 55.500000000000007 6.5000000000000009 41.500000000000007 49.500000000000007 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 left_child=1 2 3 4 5 6 7 8 10 -10 11 12 -1 21 17 -16 18 -15 19 -17 -20 22 23 -14 25 -25 -26 -28 -29 right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 13 14 15 16 -18 -19 20 -21 -22 -23 -24 24 26 -27 27 28 -30 leaf_value=1.3720355791811557e-06 -0.0010509019351413107 0.0014958038965146468 -0.0019766354139466756 -0.0012891152774509376 0.0018974190384149553 -0.00099265778795676828 0.0010555136394891683 -0.0013000642428475356 0.004032790975290395 -0.0014023927555510164 -0.0012323499590563697 0.001265817404728393 -0.00028756220603608061 0.0041968255415672394 -0.0037191565351024497 -0.0013840922355801075 0.0037219555167955472 0.00090858490771327102 -0.003905093467555347 0.0051853209959583256 -3.6241250927560035e-05 -0.0022874506377596774 -0.0026246018814954828 0.0065905473325401547 -0.0036443325536998196 -0.0018446000984736852 -0.0034176107131139335 0.0032472054467140008 -7.026707092803475e-05 leaf_weight=803439 117 179 122 101 125 184 182 180 105 113 131 187 7503 205 165 181 219 198 113 111 152 204 139 200 180 105 134 202 370 leaf_count=803439 117 179 122 101 125 184 182 180 105 113 131 187 7503 205 165 181 219 198 113 111 152 204 139 200 180 105 134 202 370 internal_value=0 1.50786e-07 -1.77606e-07 1.1821e-07 2.77974e-07 -1.30331e-08 2.11151e-07 -2.46462e-08 2.62706e-07 0.00121547 -6.26875e-08 1.35627e-07 -1.55202e-07 -0.000118356 0.000833305 8.47111e-05 0.000893523 0.00258126 -0.000218553 0.00111318 -0.00168598 -0.000259889 -0.000213062 -0.000174506 0.000537719 0.00368664 -0.000546279 0.000243593 0.00110129 internal_weight=0 815429 815250 815128 815027 814902 814718 814536 814356 218 814138 814007 813820 10381 1344 941 776 403 557 292 265 9037 8833 8694 1191 305 886 706 572 internal_count=815546 815429 815250 815128 815027 814902 814718 814536 814356 218 814138 814007 813820 10381 1344 941 776 403 557 292 265 9037 8833 8694 1191 305 886 706 572 is_linear=0 shrinkage=0.1 Tree=274 num_leaves=30 num_cat=0 split_feature=1 1 1 1 0 20 1 1 42 0 42 1 1 1 0 0 1 0 42 0 1 19 0 1 1 0 0 42 20 split_gain=0.00803493 0.0112275 0.0117915 0.00637448 0.0177584 0.0479885 0.0868143 0.128096 0.107047 0.0535667 0.0441895 0.0397838 0.0405115 0.0352727 0.028402 0.081942 0.042081 0.0345665 0.110293 0.0689702 0.248344 0.150584 0.0665725 0.0744129 0.037609 0.058108 0.052484 0.0427758 0.0411072 threshold=291.50000000000006 259.50000000000006 228.50000000000003 4.5000000000000009 1471003200.0000002 1.0000000180025095e-35 10.500000000000002 7.5000000000000009 1.0000000180025095e-35 1470312000.0000002 1.0000000180025095e-35 12.500000000000002 33.500000000000007 8.5000000000000018 1471780800.0000002 1471953600.0000002 7.5000000000000009 1472126400.0000002 1.0000000180025095e-35 1472472000.0000002 11.500000000000002 1.0000000180025095e-35 1472644800.0000002 14.500000000000002 13.500000000000002 1501156800.0000002 1499342400.0000002 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 left_child=1 2 3 -1 5 6 7 10 9 -8 -5 -7 -13 -9 -6 16 -16 18 -17 20 21 -19 23 -21 -24 26 -26 28 -28 right_child=-2 -3 -4 4 14 11 8 13 -10 -11 -12 12 -14 -15 15 17 -18 19 -20 22 -22 -23 24 -25 25 -27 27 -29 -30 leaf_value=2.0748929259425688e-06 0.00082864212339871343 -0.0010390733189594287 0.0010647434512905489 0.0014052261784397628 -0.00054963932667942579 0.00022934659644571927 -0.00059825898537728395 -0.0033314081551156743 0.0046270819978048222 0.002052084152739215 -0.00042926795917222851 -0.0029442300612033622 -0.00019883574547586641 -0.00087431188465820423 0.0026852020145088319 -0.002448903770682158 0.00047875407942635142 0.0010515662439406458 0.0013515101921075256 -0.002803930710113289 -0.0016601828032392848 0.0060652651823523088 -9.648107405763268e-05 0.00059832469765387945 0.00014340337452769476 0.0018653944064053723 -0.0023329861672891639 0.00018301047242441596 -0.00023813844457122539 leaf_weight=767820 117 104 104 402 1100 281 137 103 101 172 195 108 107 135 160 210 188 133 120 180 172 109 32181 100 10164 187 224 271 161 leaf_count=767820 117 104 104 402 1100 281 137 103 101 172 195 108 107 135 160 210 188 133 120 180 172 109 32181 100 10164 187 224 271 161 internal_value=0 -1.18896e-07 1.36294e-08 -1.22201e-07 -3.57116e-05 0.000277744 0.000609124 2.39839e-05 0.00180081 0.000877013 0.00080602 -0.000554044 -0.00157792 -0.00193768 -4.76636e-05 -3.52719e-05 0.00149321 -4.73028e-05 -0.00106694 -3.9635e-05 0.00124498 0.0033098 -5.187e-05 -0.00158884 -4.19054e-05 0.000117657 8.74509e-05 -0.000779472 -0.00145696 internal_weight=0 815429 815325 815221 47401 1741 1245 835 410 309 597 496 215 238 45660 44560 348 44212 330 43882 414 242 43468 280 43188 11007 10820 656 385 internal_count=815546 815429 815325 815221 47401 1741 1245 835 410 309 597 496 215 238 45660 44560 348 44212 330 43882 414 242 43468 280 43188 11007 10820 656 385 is_linear=0 shrinkage=0.1 Tree=275 num_leaves=30 num_cat=0 split_feature=4 3 3 0 1 42 3 0 0 4 0 3 4 4 0 42 0 3 36 10 0 0 0 0 0 0 3 0 0 split_gain=0.0165757 0.324944 0.235264 0.701043 0.652289 0.497786 0.454988 0.35507 0.845375 0.345364 0.267476 0.325912 0.397134 0.236969 0.861556 0.609821 0.484815 0.353276 0.572179 0.317442 0.310555 0.42265 1.39693 0.538161 0.336798 0.355511 0.321365 0.355763 0.280036 threshold=17.500000000000004 18.500000000000004 19.500000000000004 1481544000.0000002 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 1495713600.0000002 1492603200.0000002 15.500000000000002 1495713600.0000002 20.500000000000004 16.500000000000004 13.500000000000002 1476792000.0000002 1.0000000180025095e-35 1478606400.0000002 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1500724800.0000002 1493294400.0000002 1493812800.0000002 1492603200.0000002 1499860800.0000002 1498046400.0000002 15.500000000000002 1485345600.0000002 1477656000.0000002 decision_type=2 2 2 2 2 2 2 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 13 -4 -5 6 9 8 -8 -6 11 -7 -13 17 -15 16 28 -1 19 -19 21 23 -23 26 25 -24 27 -18 -16 right_child=1 -3 3 4 5 10 7 -9 -10 -11 -12 12 -14 14 15 -17 20 18 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 leaf_value=2.8895491892974361e-06 -0.0031167500130023554 0.0001070193539376794 0.00047734493297183975 -0.00046058236321509034 -0.0040550109373333936 -0.0066012749503763617 -0.0049315852890961936 -0.002908482400957724 -0.015008613593909923 0.0036763879649627674 0.0022505976562748292 -0.0029887275943034437 0.0045141772703555898 -0.0012213595947641416 0.0032521076712757353 0.00011783879480037758 0.0016989720592277991 -0.0022105756855042157 3.2985092258225653e-05 0.0019561654407145323 -0.0031441863029725969 0.014563025201408609 0.0028363122846974515 -0.0060737848543146481 0.0072727642020116714 -0.0018501227420525063 0.0021101784798949574 -0.0037515978251532137 0.01029418182392035 leaf_weight=761977 316 29638 3626 2683 130 122 333 281 111 104 194 215 105 2205 125 3555 256 2388 3837 198 129 103 605 101 119 221 1541 225 103 leaf_count=761977 316 29638 3626 2683 130 122 333 281 111 104 194 215 105 2205 125 3555 256 2388 3837 198 129 103 605 101 119 221 1541 225 103 internal_value=0 7.30102e-05 -2.78382e-06 -0.000545608 -0.00141265 -0.00301416 -0.00445283 -0.00569029 -0.00745084 -0.000618834 -0.000844854 -0.00220349 -0.000526837 2.73315e-06 0.000504816 0.00104219 0.00197362 -3.33576e-06 -0.000741861 -0.00189154 0.00166549 0.00186115 0.00350433 0.00105 0.002299 0.00158244 0.00140584 -0.000850671 0.0064334 internal_weight=0 29954 785592 7904 4278 1595 959 725 444 234 636 442 320 777688 9288 7083 3528 768400 6423 2586 3300 3171 1048 2123 945 826 2022 481 228 internal_count=815546 29954 785592 7904 4278 1595 959 725 444 234 636 442 320 777688 9288 7083 3528 768400 6423 2586 3300 3171 1048 2123 945 826 2022 481 228 is_linear=0 shrinkage=0.1 Tree=276 num_leaves=30 num_cat=0 split_feature=3 3 3 3 3 3 3 3 3 20 3 3 5 3 3 3 3 5 3 3 5 20 3 3 13 3 3 21 15 split_gain=0.0119306 0.0270496 0.0225898 0.0289741 0.0177456 0.0290373 0.0173973 0.0163745 0.0228138 0.0391985 0.0167562 0.0158017 0.132036 0.0447195 0.0357655 0.0587664 0.0365288 0.206648 0.0298414 0.0177349 0.266646 0.0743925 0.0287798 0.0119409 0.099539 0.218491 0.197824 0.107185 0.30479 threshold=203.50000000000003 146.50000000000003 127.50000000000001 120.50000000000001 109.50000000000001 104.50000000000001 98.500000000000014 94.500000000000014 83.500000000000014 1.0000000180025095e-35 86.500000000000014 75.500000000000014 1.0000000180025095e-35 78.500000000000014 73.500000000000014 72.500000000000014 69.500000000000014 1.0000000180025095e-35 78.500000000000014 64.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 67.500000000000014 26.500000000000004 1.0000000180025095e-35 30.500000000000004 39.500000000000007 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 left_child=1 2 3 4 5 6 7 8 11 10 -10 14 13 -13 15 16 19 -18 -14 23 22 -22 -21 -1 27 -26 -27 -25 -29 right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 12 18 -15 -16 -17 17 -19 -20 20 21 -23 -24 24 25 26 -28 28 -30 leaf_value=1.9276716786352965e-06 0.0010709933059003492 -0.0012397250579934654 0.0012151133293419882 -0.0017021707519888881 0.00098743966772927194 -0.0015427523674290688 0.0010331316765374932 -0.0011137683166783641 0.00099002049957234105 0.002004322845053363 -0.0004956110073624188 -0.00060404196292871521 -0.00092899170968321573 0.0020297409519051276 0.0013903135207255146 -0.0023436543155270061 -0.0016461415275396711 0.0038277152208015877 -0.0030496301530511119 0.00091188604223857808 -0.0037278225350346472 -0.00038733246982155839 0.0030342865406590351 -0.00018942430013190904 0.0049064060050020668 -0.0025740723827152286 0.002416731735475634 0.0038005905364481389 7.8670782387320652e-05 leaf_weight=793114 104 176 153 100 182 122 163 132 122 154 201 105 119 167 185 107 135 141 150 171 200 100 102 16975 127 154 164 259 1462 leaf_count=793114 104 176 153 100 182 122 163 132 122 154 201 105 119 167 185 107 135 141 150 171 200 100 102 16975 127 154 164 259 1462 internal_value=0 -1.36592e-07 1.31011e-07 -9.70466e-08 1.11793e-07 -1.08735e-07 1.22271e-07 -8.44465e-08 9.60591e-08 0.000691468 6.55254e-05 -3.09113e-07 -0.000540577 0.00101302 5.02261e-08 -2.66049e-07 4.23275e-08 0.00115029 -0.0021115 -3.48243e-07 -0.000556489 -0.00261433 0.00170487 4.40822e-08 -7.80031e-05 0.00140011 -1.98561e-07 -0.000113185 0.000638797 internal_weight=0 815442 815266 815113 815013 814831 814709 814546 814414 477 323 813937 541 272 813396 813211 813104 276 269 812828 573 300 273 812255 19141 445 318 18696 1721 internal_count=815546 815442 815266 815113 815013 814831 814709 814546 814414 477 323 813937 541 272 813396 813211 813104 276 269 812828 573 300 273 812255 19141 445 318 18696 1721 is_linear=0 shrinkage=0.1 Tree=277 num_leaves=30 num_cat=0 split_feature=4 3 1 1 3 1 4 3 1 3 9 4 1 1 40 4 3 3 1 1 1 4 9 3 4 1 4 1 9 split_gain=0.0168845 0.0917155 0.149103 0.0919371 0.0873092 0.0975186 0.0852841 0.155428 0.137848 0.263989 0.164676 0.116977 0.176736 0.466073 0.111679 0.0894526 0.0828666 0.131298 0.168239 0.149293 0.100444 0.136931 0.112021 0.0796186 0.508584 0.651444 0.489348 0.701754 0.480868 threshold=7.5000000000000009 10.500000000000002 1.5000000000000002 35.500000000000007 7.5000000000000009 1.5000000000000002 9.5000000000000018 16.500000000000004 1.5000000000000002 11.500000000000002 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 19.500000000000004 9.5000000000000018 8.5000000000000018 11.500000000000002 3.5000000000000004 2.5000000000000004 9.5000000000000018 1.0000000180025095e-35 13.500000000000002 11.500000000000002 1.5000000000000002 11.500000000000002 1.5000000000000002 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 left_child=4 2 -2 16 -1 -6 7 8 -3 11 -11 -10 -13 -14 23 -16 17 -4 19 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leaf_count=696754 13794 6017 1617 113 13281 5701 5947 294 413 1229 539 335 102 100 583 141 479 1032 100 508 1052 225 107 3606 53752 1816 3496 1562 851 internal_value=0 3.85309e-05 0.00023605 0.000690543 -5.37317e-06 -0.000216976 -7.99121e-06 -0.000297644 -0.000373762 -0.000964824 -0.00168724 0.000379634 0.00135278 0.00368904 2.84565e-05 -0.00120725 0.000628274 0.000932539 0.00156299 0.00182109 9.63406e-05 0.000932625 0.00249339 4.10519e-05 -6.33845e-06 -0.000929406 0.00027758 0.000693034 0.00213137 internal_weight=0 99810 19027 5233 715736 18982 80783 9029 8735 2718 1768 950 537 202 71754 724 5120 3257 1640 1540 1863 811 332 71030 59174 5422 11856 8360 2413 internal_count=815546 99810 19027 5233 715736 18982 80783 9029 8735 2718 1768 950 537 202 71754 724 5120 3257 1640 1540 1863 811 332 71030 59174 5422 11856 8360 2413 is_linear=0 shrinkage=0.1 Tree=278 num_leaves=30 num_cat=0 split_feature=4 14 3 3 0 0 27 0 4 3 7 27 20 4 0 4 4 27 0 7 0 27 0 3 0 3 4 4 3 split_gain=0.0136764 0.0771939 0.12553 0.284136 0.163978 0.205428 0.290888 0.211592 0.0937586 0.0796724 0.119288 0.128386 0.134463 0.222382 0.0820546 0.190237 0.0763537 0.157565 0.198272 0.155457 0.134745 0.577558 0.550007 0.52224 0.496856 0.424569 1.5882 1.2839 1.1551 threshold=7.5000000000000009 1.0000000180025095e-35 38.500000000000007 24.500000000000004 1485864000.0000002 1471953600.0000002 1.0000000180025095e-35 1478779200.0000002 11.500000000000002 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1501502400.0000002 16.500000000000004 9.5000000000000018 1.0000000180025095e-35 1489492800.0000002 1.0000000180025095e-35 1490616000.0000002 1.0000000180025095e-35 1490788800.0000002 21.500000000000004 1491048000.0000002 18.500000000000004 16.500000000000004 12.500000000000002 14.500000000000002 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 left_child=-1 9 3 4 5 -3 -7 -8 -6 10 11 -2 -13 -14 16 -16 17 -11 -19 -20 -18 -22 23 -23 -24 27 -27 28 -26 right_child=1 2 -4 -5 8 6 7 -9 -10 14 -12 12 13 -15 15 -17 20 18 19 -21 21 22 24 -25 25 26 -28 -29 -30 leaf_value=-4.8358525412514962e-06 -0.00013252450896979019 -0.0027104741114467915 -0.0024400516451601319 0.0046813691797838071 -2.394017628419089e-05 -0.00097794407543419352 0.0016015194112896807 0.0065948743394388587 -0.0033764591030281304 0.00030532216226921338 -3.9786489665466006e-05 0.00049498036400900632 0.0011311747539767616 0.0052112389964637379 0.00045309163613109705 -0.00502892917035165 -6.9078425254722188e-05 -0.00019275918664979 -0.0023067001387947583 -0.00048522835859776502 -0.00056381463145767688 0.0084145167237964641 -0.0033416023091824582 -0.00039394570615243268 0.001065236822231136 -0.0027458555691570342 0.00079320942452319179 0.0028939192493708105 -0.0029314444707325047 leaf_weight=715736 2595 102 109 187 221 187 182 159 134 2965 9464 5575 967 155 155 107 49357 4033 981 897 6384 171 331 111 2690 1580 6422 2600 989 leaf_count=715736 2595 102 109 187 221 187 182 159 134 2965 9464 5575 967 155 155 107 49357 4033 981 897 6384 171 331 111 2690 1580 6422 2600 989 internal_value=0 3.46778e-05 0.000805958 0.00110785 0.000429423 0.00139796 0.00219164 0.0039298 -0.0012894 2.46502e-05 0.000210101 0.000464615 0.000695999 0.00169482 -1.89525e-05 -0.00178575 -1.31307e-05 -0.000289572 -0.000587975 -0.0014367 2.16069e-05 0.000231963 0.000573056 0.00494736 0.000488636 0.000577412 9.44188e-05 0.00119294 -9.16323e-06 internal_weight=0 99810 1281 1172 985 630 528 341 355 98529 18756 9292 6697 1122 79773 262 79511 8876 5911 1878 70635 21278 14894 282 14612 14281 8002 6279 3679 internal_count=815546 99810 1281 1172 985 630 528 341 355 98529 18756 9292 6697 1122 79773 262 79511 8876 5911 1878 70635 21278 14894 282 14612 14281 8002 6279 3679 is_linear=0 shrinkage=0.1 Tree=279 num_leaves=30 num_cat=0 split_feature=4 4 4 0 4 4 0 0 4 36 4 4 0 0 1 0 0 4 4 4 4 0 0 36 4 4 4 4 4 split_gain=0.0126059 0.024132 0.0213054 0.0191333 0.0146749 0.0258551 0.199671 0.238084 0.0207789 0.605434 0.0313908 0.0197581 0.183603 0.240619 0.142273 0.15947 0.340755 0.213055 0.672657 0.345228 0.297887 0.162061 0.124544 0.318581 0.741397 0.290965 0.271354 0.370546 0.434634 threshold=122.00000000000001 93.500000000000014 84.500000000000014 1478520000.0000002 79.500000000000014 68.500000000000014 1480334400.0000002 1473768000.0000002 64.500000000000014 1.0000000180025095e-35 62.500000000000007 32.500000000000007 1500811200.0000002 1500292800.0000002 22.500000000000004 1498132800.0000002 1494072000.0000002 42.500000000000007 38.500000000000007 34.500000000000007 48.500000000000007 1498824000.0000002 1485172800.0000002 1.0000000180025095e-35 37.500000000000007 42.500000000000007 36.500000000000007 39.500000000000007 43.500000000000007 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 left_child=1 2 4 -3 5 8 7 -7 10 -10 11 -1 13 14 15 16 22 18 19 -18 -19 -17 -13 24 -24 -26 -25 -28 -29 right_child=-2 3 -4 -5 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 21 17 20 -20 -21 -22 -23 23 26 25 -27 27 28 -30 leaf_value=-1.1365060900890483e-06 -0.00092281813456400019 0.00015958489426079074 -0.0011686435987193807 0.0020527666544213016 0.0011498439738208109 -0.0021426040455340767 -0.0033589155406402479 0.0046077516196029525 0.0057746208397216336 -0.0044119348983922219 -0.001590881772497068 9.2531087002087554e-05 0.0034336776207228902 -0.00455180125861344 -0.0028816622910865894 0.0055734665368065662 0.00031198988349909787 -0.0079295881233016445 0.0051757536732541928 -0.0069412303567166324 -0.00073935513130643157 0.0008426377345001259 0.0075901231900166542 -0.0027728185378999484 -0.0032843962371326136 0.0023392084006819327 0.005702362551246145 -0.0050694370142688669 0.0019452076347733147 leaf_weight=807199 148 112 156 102 111 104 171 105 123 111 124 4181 168 110 150 107 122 121 131 142 110 224 217 263 143 258 134 132 267 leaf_count=807199 148 112 156 102 111 104 171 105 123 111 124 4181 168 110 150 107 122 121 131 142 110 224 217 263 143 258 134 132 267 internal_value=0 1.67498e-07 -1.11237e-07 0.00106194 1.12426e-07 -4.41796e-08 -0.000824714 0.00124872 3.40548e-07 0.000942537 6.97961e-08 3.12099e-07 0.000167835 8.7292e-05 0.000163434 0.000233147 0.000119349 -0.00209325 -0.000682451 -0.00358936 -0.00450567 0.00237194 0.000366907 0.0011782 0.00288172 0.000333783 -0.000144384 0.00115257 -0.000375427 internal_weight=0 815398 815184 214 815028 814917 380 209 814537 234 814303 814179 6980 6812 6702 6552 6221 626 395 264 231 331 5595 1414 618 401 796 533 399 internal_count=815546 815398 815184 214 815028 814917 380 209 814537 234 814303 814179 6980 6812 6702 6552 6221 626 395 264 231 331 5595 1414 618 401 796 533 399 is_linear=0 shrinkage=0.1 Tree=280 num_leaves=30 num_cat=0 split_feature=40 36 1 1 20 39 1 1 39 1 1 1 1 1 1 9 1 1 23 1 1 34 1 1 13 1 28 9 1 split_gain=0.00690832 0.00669279 0.0190208 0.0197093 0.058869 0.164314 0.0540838 0.0601556 0.0300832 0.0197551 0.0225526 0.0209518 0.0486296 0.0969535 0.0702359 0.0398492 0.058285 0.0176579 0.0202214 0.015027 0.0234494 0.0143718 0.0685949 0.013008 0.0488756 0.0637167 0.0120912 0.0198106 0.00972114 threshold=1.0000000180025095e-35 1.0000000180025095e-35 183.50000000000003 71.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 63.500000000000007 56.500000000000007 1.0000000180025095e-35 39.500000000000007 45.500000000000007 27.500000000000004 24.500000000000004 23.500000000000004 25.500000000000004 1.0000000180025095e-35 30.500000000000004 2.5000000000000004 1.0000000180025095e-35 22.500000000000004 21.500000000000004 1.0000000180025095e-35 3.5000000000000004 160.50000000000003 1.0000000180025095e-35 265.00000000000006 1.0000000180025095e-35 1.0000000180025095e-35 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 left_child=1 2 3 6 8 -6 7 9 -5 11 -11 12 13 17 -14 16 -13 -1 19 20 21 26 -23 -3 25 -25 28 -28 -19 right_child=-2 23 -4 4 5 -7 -8 -9 -10 10 -12 15 14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 leaf_value=-4.1170714925910878e-06 6.7707738868896846e-05 6.8822803442020665e-06 -0.0010715021729950115 0.00069304993610498254 -0.0016446984708420047 0.0032321116490529318 -0.0021796750552628354 0.0020843534966232683 -0.00098968486350389101 -0.0014133911370079787 -4.2955532615665376e-05 0.0016280603217383881 -0.0030821207946621779 0.0025926837628223718 -5.5943937543500452e-05 0.0017731170649221415 -0.0005817238553945805 -0.00013949567219832638 0.00011642727092393659 0.00093808967054337042 -0.0013192390855416491 0.0017507406770041229 -0.00043919045838468351 0.00088333235563132573 0.0017647273535840214 -0.0023267776761204005 -1.2440623043338099e-05 0.0012103520413802471 -1.9448481696833823e-08 leaf_weight=337264 14796 419236 169 190 105 202 115 137 241 215 272 172 126 143 196 189 390 28358 4923 139 158 229 381 162 190 100 502 180 6066 leaf_count=337264 14796 419236 169 190 105 202 115 137 241 215 272 172 126 143 196 189 390 28358 4923 139 158 229 381 162 190 100 502 180 6066 internal_value=0 -1.25108e-06 -1.08455e-05 -1.03749e-05 0.000505906 0.00156415 -1.13772e-05 -1.07211e-05 -0.000247876 -1.14766e-05 -0.000647973 -1.06596e-05 -1.17061e-05 -1.06607e-05 -0.0012401 0.000517008 9.45802e-05 -1.1645e-05 -7.36663e-05 -9.96522e-05 -0.000103673 -9.82957e-05 0.000382931 7.46035e-06 0.000543629 -0.0003419 -0.000106657 0.000310291 -0.000114918 internal_weight=0 800750 381062 380893 738 307 380155 380040 431 379903 487 379416 378665 378343 322 751 562 378200 40936 36013 35874 35716 610 419688 452 262 35106 682 34424 internal_count=815546 800750 381062 380893 738 307 380155 380040 431 379903 487 379416 378665 378343 322 751 562 378200 40936 36013 35874 35716 610 419688 452 262 35106 682 34424 is_linear=0 shrinkage=0.1 Tree=281 num_leaves=30 num_cat=0 split_feature=3 4 4 4 19 0 4 3 0 9 1 0 0 0 42 0 0 37 4 0 4 1 1 3 3 0 1 19 0 split_gain=0.0129615 0.298012 0.290741 0.218513 0.442306 0.439927 0.471848 1.14942 0.451684 0.57025 0.331011 0.752326 0.317172 0.606007 0.234028 0.218576 0.286227 0.58612 0.535076 0.224203 0.211816 0.666993 0.90746 0.556964 0.76242 0.478987 0.43493 0.410003 1.04137 threshold=26.500000000000004 14.500000000000002 24.500000000000004 22.500000000000004 1.0000000180025095e-35 1475323200.0000002 20.500000000000004 30.500000000000004 1499342400.0000002 1.0000000180025095e-35 3.5000000000000004 1484654400.0000002 1479384000.0000002 1489320000.0000002 1.0000000180025095e-35 1494417600.0000002 1480593600.0000002 1.0000000180025095e-35 20.500000000000004 1498478400.0000002 17.500000000000004 6.5000000000000009 5.5000000000000009 21.500000000000004 23.500000000000004 1470484800.0000002 11.500000000000002 1.0000000180025095e-35 1499860800.0000002 decision_type=2 2 2 2 2 2 2 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 20 4 15 6 -6 -8 9 12 11 -11 -7 -14 -15 16 18 -18 -3 -17 -1 22 25 -23 -25 -22 -26 28 -27 right_child=1 3 -4 -5 5 8 7 -9 -10 10 -12 -13 13 14 -16 19 17 -19 -20 -21 21 23 -24 24 26 27 -28 -29 -30 leaf_value=-2.224836134740753e-06 0.0039776152816840401 0.0014942961398749807 -0.0041951414320448585 4.4517650591288871e-05 -0.0025596243136743499 0.0028320699138334026 0.010552814416154403 -0.003746179405466787 0.0025063158851116895 -0.0022749761212617161 -0.0019890741016786858 -0.011823102211885489 -0.0064894302649020179 0.0042342367778765043 -0.0017645030067132046 -0.0038674414363370269 0.00096778723742208428 0.008984531065702293 -0.0029060015349708776 0.00025320698063693604 -0.0052936685239331352 -0.0083472551015967688 0.0097175715713518438 0.0057778365848239815 -0.0086350075421500454 -0.000239419059646584 0.0004194082253379747 0.0017056471224844553 0.0059603174668305739 leaf_weight=784947 180 606 165 18002 225 125 121 105 135 140 131 201 239 100 186 254 796 103 508 275 135 143 111 113 113 4333 100 2665 289 leaf_count=784947 180 606 165 18002 225 125 121 105 135 140 131 201 239 100 186 254 796 103 508 275 135 143 111 113 113 4333 100 2665 289 internal_value=0 -7.49612e-05 2.12016e-06 -0.000107743 -0.000752684 -0.00199723 0.000682098 0.00390948 -0.00295855 -0.00361609 -0.00626167 -0.00790305 -0.00169498 -0.00277285 0.000332958 8.35412e-05 0.000558897 0.00188628 -0.000512303 -0.00172533 2.99354e-06 0.000514885 0.00074269 -0.00314409 -0.000861716 0.000608466 -0.00438411 0.00071781 0.000148232 internal_weight=0 22432 793114 22252 4250 1708 451 226 1257 1122 472 341 650 525 286 2542 2013 899 1114 529 792949 8002 7533 469 326 7422 213 7287 4622 internal_count=815546 22432 793114 22252 4250 1708 451 226 1257 1122 472 341 650 525 286 2542 2013 899 1114 529 792949 8002 7533 469 326 7422 213 7287 4622 is_linear=0 shrinkage=0.1 end of trees feature_importances: totals_hits=1640 date=1606 totals_pageviews=1399 visitNumber=933 geoNetwork_subContinent_Northern_America=278 device_operatingSystem_Macintosh=208 totals_newVisits=191 trafficSource_source_mall.googleplex.com=170 trafficSource_source_google=147 channelGrouping_Direct=124 channelGrouping_Referral=115 device_operatingSystem_Windows=115 channelGrouping_Organic_Search=112 device_deviceCategory_desktop=98 device_browser_Chrome=94 device_operatingSystem_Chrome_OS=87 trafficSource_medium_referral=71 device_deviceCategory_mobile=69 device_operatingSystem_Linux=60 trafficSource_source_(direct)=47 device_browser_Safari=46 geoNetwork_subContinent_Eastern_Asia=41 trafficSource_medium_organic=39 device_browser_Internet_Explorer=38 device_operatingSystem_Android=38 channelGrouping_Paid_Search=36 device_operatingSystem_iOS=34 geoNetwork_subContinent_South_America=32 channelGrouping_Social=30 device_browser_Firefox=29 geoNetwork_subContinent_Northern_Europe=27 geoNetwork_subContinent_Western_Asia=27 geoNetwork_subContinent_Southeast_Asia=26 geoNetwork_subContinent_Western_Europe=23 trafficSource_medium_(none)=22 trafficSource_medium_affiliate=22 trafficSource_source_youtube.com=21 device_deviceCategory_tablet=20 trafficSource_medium_cpc=20 geoNetwork_subContinent_Southern_Europe=15 geoNetwork_subContinent_Southern_Asia=14 geoNetwork_subContinent_Eastern_Europe=10 device_browser_Android_Webview=4 parameters: [boosting: gbdt] [objective: regression] [metric: rmse] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 1000] [learning_rate: 0.1] [num_leaves: 30] [num_threads: 0] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 100] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.7] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 2018] [feature_fraction: 0.5] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 1] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]