Upload lgbm_model_tbm.json with huggingface_hub
Browse files- lgbm_model_tbm.json +579 -9
lgbm_model_tbm.json
CHANGED
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@@ -6,8 +6,8 @@ label_index=0
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| 6 |
max_feature_idx=30
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objective=multiclass num_class:3
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feature_names=open_1h high_1h low_1h close_1h volume_1h open_4h high_4h low_4h close_4h volume_4h open_1d high_1d low_1d close_1d volume_1d trend_4h trend_1d return_1h momentum_1h range_1h body_1h volume_ratio_1h ema10 ema_dist rsi high_20 breakout hour day_of_week bar_range volatility
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| 9 |
-
feature_infos=none none none [
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-
tree_sizes=3567 3444 3572 3639 3546 3628 3628 3549 3644 3630 3588 3640 3646 3596 3648 3646 3573 3646 3638 3586 3668 3635 3610 3656 3637 3603 3641 3649 3598 3660 3659 3625 3658 3646 3597 3636 3670 3621 3663 3651 3614 3660 3685 3617 3668 3659 3602 3666 3681 3626 3651 3685 3607 3666 3655 3619 3656 3683 3588 3648 3672 3605 3682 3670 3600 3659 3698 3608 3655 3657 3606 3663 3681 3614 3673 3672 3619 3655 3679 3620 3665 3667 3646 3676 3689 3582 3654 3687 3632 3661 3680 3630 3677 3695 3637 3681 3663 3620 3668 3668 3575 3670 3680 3596 3675 3682 3546 3683 3681 3639 3664 3704 3616 3684 3690 3657 3678 3704 3624 3677 3688 3617 3665 3650 3621 3664 3662 3622 3668 3705 3576 3660 3658 3631 3683 3674 3602 3655 3644 3615 3700 3649 3609 3662 3717 3605 3707 3695 3573 3676 3671 3596 3704 3700 3619 3662 3699 3628 3680 3661 3567 3669 3676 3597 3675 3678 3648 3666 3620 3603 3649 3675 3609 3686 3655 3603 3695 3689 3633 3702 3653 3631 3662 3664 3602 3675 3683 3601 3672 3679 3607 3667 3678 3607 3648 3628 3641 3703 3664 3585 3645 3685 3597 3668 3703 3575 3717 3695 3606 3678 3641 3588 3652 3640 3619 3686 3691 3634 3656 3615 3618 3690 3681 3589 3672 3694 3599 3661 3702 3642 3712 3656 3626 3674 3654 3629 3635 3708 3601 3653 3702 3581 3685 3695 3601 3715 3669 3631 3665 3646 3582 3702 3617 3613 3665 3661 3584 3653 3689 3626 3660 3642 3607 3641 3664 3557 3642 3677 3592 3685 3671 3607 3645 3645 3575 3676 3659 3569 3668 3663 3594 3662 3661 3641 3598 3674 3546 3652 3673 3608 3690 3653 3587 3659 3638 3587 3668 3675 3513 3601 2835 2768 2874 2793 2833 2979 3106 2847 3077 2988 2840 3198 2787 3045 2969 3006 2726 3200 3016 2757 3186 2988 2958 3301 2671 2745 2967 2892 2975 2966 2893 2965 3197 2786 2861 3183 2899 3080 3071 3020 3082 3204 3110 3096 3094 2684 3021 2875 2579 2641 2892 2661 2741 2784 2793 2833 2901 2887 2960 2790 2899 2964 2799 3009 2929 3004 2803 2853 2887 2790 2862 3106 2911 2865 3204 2792 2875 2882 2886 2871 2796 2794 2768 2887 2682 2971 2999 2795 2774 3203 2568 2985 2989 2472 2868 3197 2994 3088 3090 2683 2862 3102 3114 2767 3096 2789 3014 2912 3104 3019 2893 3146 3103 3114 3144 2993 3208 2907 3010 3201 3025 2914 3100 2586 2786 3032 3008 2785 2888 3108 2913 3223 2582 2883 3459 3207 3064 3225 2989 2960 3002 3094 2967 3110 3007 2972 3450 3434 2963 3233 3219 3092 3237 3234 2965 3344 3232 3085 2924 3232 2957 3476 3126 2990 3133 3362 3176 3296 3354 3391 3208 3342 3093 3410 3459 3415 3438 3239 3114 3218 2967 2746 2763 2930 2769 2984 2935 2768 2771 3032 2757 2993 2956 2986 2889 3052 3093 2896 3062 2881 3109 2972 2988 3122 3183 3108 2895 2998 3005 3191 2861 2688 3118 3058 3001 3110 3199 3002 3004 2785 3113 3020 3182 2911 3228 3030 2743 3047 2925 2953 3155 2836 2875 2943 2838 3190 3187 2841 2889 3165 2854 3099 2867 2841 2907 2983 2749 2803 3074 2971 2978 2982 2855 2896 2985 3055 2664 2980 2658 2906 3092 2974 2898 2786 2988 3221 2881 3090 2683 2883 2806 2564 2557 2800 2570 2564 2693 2569 2559 2801 2571 2562 2803 2562 2452 2796 2565 2676 3004 2668 2671 2903 2567 2677 2903 2668 2571 2896 2563 2687 2584 2662 2573 2580 2567 2455 2704 2666 2681 2712 2666 2459 2814 2677 2674 3356 2942 3057 3008 2834 3054 3013 2925 3054 3009 2946 3065 3013 2932 2938 3014 2939 2956 3016 2932 3054 2901 2938 3053 2800 2934 3050 2795 2932 3060 2839 2941 3056 2832 2937 2845 2794 2944 3049 2835 2932 2846 2844 2932 3056 3121 2958 3501 3124 2959 3496 3126 2752 3512 3224 2746 3393 3219 2638 3395 3218 2970 3392 3117 2959 3485 3008 2645 3485 2913 2741 3522 3015 2843 3523 3122 2853 3532 3128 2637 3530 3116 2752 3413 3228 2756 3496 2805 2874 3290 2982 2839 2924 2985 2727 3035 3000 2817 3042 3105 2833 3044 2885 2837 3038 3006 2943 3039 3122 2944 3032 3016 2941 3048 3118 2942 3044 3132 2950 3145
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Tree=0
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num_leaves=31
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@@ -13974,16 +13974,586 @@ is_linear=0
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shrinkage=0.01
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| 13977 |
end of trees
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| 13978 |
|
| 13979 |
feature_importances:
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| 13980 |
-
volatility=
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| 13981 |
-
ema_dist=
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| 13982 |
-
rsi=
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| 13983 |
-
momentum_1h=
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| 13984 |
-
trend_4h=
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| 13985 |
-
ema10=
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| 13986 |
-
close_1h=
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| 13987 |
trend_1d=947
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| 13988 |
volume_1d=718
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| 13989 |
return_1h=485
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| 6 |
max_feature_idx=30
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| 7 |
objective=multiclass num_class:3
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| 8 |
feature_names=open_1h high_1h low_1h close_1h volume_1h open_4h high_4h low_4h close_4h volume_4h open_1d high_1d low_1d close_1d volume_1d trend_4h trend_1d return_1h momentum_1h range_1h body_1h volume_ratio_1h ema10 ema_dist rsi high_20 breakout hour day_of_week bar_range volatility
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| 9 |
+
feature_infos=none none none [6400:8575] none none none none none none none none none none none [6437.5:8531.25] none none [-0.088967971530249157:0.0625] none none none [6475.6424168847389:8499.5238863314444] [-0.089592206461764148:0.034798214747456341] [10.128701656189634:74.763527199881466] none none none none none [22.176030208074849:344.37204483401069]
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| 10 |
+
tree_sizes=3567 3444 3572 3639 3546 3628 3628 3549 3644 3630 3588 3640 3646 3596 3648 3646 3573 3646 3638 3586 3668 3635 3610 3656 3637 3603 3641 3649 3598 3660 3659 3625 3658 3646 3597 3636 3670 3621 3663 3651 3614 3660 3685 3617 3668 3659 3602 3666 3681 3626 3651 3685 3607 3666 3655 3619 3656 3683 3588 3648 3672 3605 3682 3670 3600 3659 3698 3608 3655 3657 3606 3663 3681 3614 3673 3672 3619 3655 3679 3620 3665 3667 3646 3676 3689 3582 3654 3687 3632 3661 3680 3630 3677 3695 3637 3681 3663 3620 3668 3668 3575 3670 3680 3596 3675 3682 3546 3683 3681 3639 3664 3704 3616 3684 3690 3657 3678 3704 3624 3677 3688 3617 3665 3650 3621 3664 3662 3622 3668 3705 3576 3660 3658 3631 3683 3674 3602 3655 3644 3615 3700 3649 3609 3662 3717 3605 3707 3695 3573 3676 3671 3596 3704 3700 3619 3662 3699 3628 3680 3661 3567 3669 3676 3597 3675 3678 3648 3666 3620 3603 3649 3675 3609 3686 3655 3603 3695 3689 3633 3702 3653 3631 3662 3664 3602 3675 3683 3601 3672 3679 3607 3667 3678 3607 3648 3628 3641 3703 3664 3585 3645 3685 3597 3668 3703 3575 3717 3695 3606 3678 3641 3588 3652 3640 3619 3686 3691 3634 3656 3615 3618 3690 3681 3589 3672 3694 3599 3661 3702 3642 3712 3656 3626 3674 3654 3629 3635 3708 3601 3653 3702 3581 3685 3695 3601 3715 3669 3631 3665 3646 3582 3702 3617 3613 3665 3661 3584 3653 3689 3626 3660 3642 3607 3641 3664 3557 3642 3677 3592 3685 3671 3607 3645 3645 3575 3676 3659 3569 3668 3663 3594 3662 3661 3641 3598 3674 3546 3652 3673 3608 3690 3653 3587 3659 3638 3587 3668 3675 3513 3601 2835 2768 2874 2793 2833 2979 3106 2847 3077 2988 2840 3198 2787 3045 2969 3006 2726 3200 3016 2757 3186 2988 2958 3301 2671 2745 2967 2892 2975 2966 2893 2965 3197 2786 2861 3183 2899 3080 3071 3020 3082 3204 3110 3096 3094 2684 3021 2875 2579 2641 2892 2661 2741 2784 2793 2833 2901 2887 2960 2790 2899 2964 2799 3009 2929 3004 2803 2853 2887 2790 2862 3106 2911 2865 3204 2792 2875 2882 2886 2871 2796 2794 2768 2887 2682 2971 2999 2795 2774 3203 2568 2985 2989 2472 2868 3197 2994 3088 3090 2683 2862 3102 3114 2767 3096 2789 3014 2912 3104 3019 2893 3146 3103 3114 3144 2993 3208 2907 3010 3201 3025 2914 3100 2586 2786 3032 3008 2785 2888 3108 2913 3223 2582 2883 3459 3207 3064 3225 2989 2960 3002 3094 2967 3110 3007 2972 3450 3434 2963 3233 3219 3092 3237 3234 2965 3344 3232 3085 2924 3232 2957 3476 3126 2990 3133 3362 3176 3296 3354 3391 3208 3342 3093 3410 3459 3415 3438 3239 3114 3218 2967 2746 2763 2930 2769 2984 2935 2768 2771 3032 2757 2993 2956 2986 2889 3052 3093 2896 3062 2881 3109 2972 2988 3122 3183 3108 2895 2998 3005 3191 2861 2688 3118 3058 3001 3110 3199 3002 3004 2785 3113 3020 3182 2911 3228 3030 2743 3047 2925 2953 3155 2836 2875 2943 2838 3190 3187 2841 2889 3165 2854 3099 2867 2841 2907 2983 2749 2803 3074 2971 2978 2982 2855 2896 2985 3055 2664 2980 2658 2906 3092 2974 2898 2786 2988 3221 2881 3090 2683 2883 2806 2564 2557 2800 2570 2564 2693 2569 2559 2801 2571 2562 2803 2562 2452 2796 2565 2676 3004 2668 2671 2903 2567 2677 2903 2668 2571 2896 2563 2687 2584 2662 2573 2580 2567 2455 2704 2666 2681 2712 2666 2459 2814 2677 2674 3356 2942 3057 3008 2834 3054 3013 2925 3054 3009 2946 3065 3013 2932 2938 3014 2939 2956 3016 2932 3054 2901 2938 3053 2800 2934 3050 2795 2932 3060 2839 2941 3056 2832 2937 2845 2794 2944 3049 2835 2932 2846 2844 2932 3056 3121 2958 3501 3124 2959 3496 3126 2752 3512 3224 2746 3393 3219 2638 3395 3218 2970 3392 3117 2959 3485 3008 2645 3485 2913 2741 3522 3015 2843 3523 3122 2853 3532 3128 2637 3530 3116 2752 3413 3228 2756 3496 2805 2874 3290 2982 2839 2924 2985 2727 3035 3000 2817 3042 3105 2833 3044 2885 2837 3038 3006 2943 3039 3122 2944 3032 3016 2941 3048 3118 2942 3044 3132 2950 3145 3136 2759 3230 3135 2766 3238 3131 2881 2931 3138 2869 2922 3039 2861 3028 3036 2770 3240 3128 2763 2807 3037 2767 3118 3044 2776 2802 3046 2877 3123
|
| 11 |
|
| 12 |
Tree=0
|
| 13 |
num_leaves=31
|
|
|
|
| 13974 |
shrinkage=0.01
|
| 13975 |
|
| 13976 |
|
| 13977 |
+
Tree=735
|
| 13978 |
+
num_leaves=28
|
| 13979 |
+
num_cat=0
|
| 13980 |
+
split_feature=24 15 18 24 30 23 30 30 3 18 18 30 18 18 24 30 22 18 18 24 23 24 24 23 24 22 23
|
| 13981 |
+
split_gain=6.38838 5.95016 7.72634 3.027 2.79853 3.21693 2.39013 2.66384 2.16813 2.12128 2.03501 1.9254 1.86005 1.57045 1.37543 1.30384 1.31924 1.02054 0.928036 0.925045 0.794822 0.793939 0.866537 0.749353 0.644911 0.403239 0.152466
|
| 13982 |
+
threshold=49.53571312634103 7681.2500000000009 -0.0032310262031526866 23.18840930798142 76.707306387420175 -0.0066530719560520318 57.803557578882369 66.23664816165423 7062.5000000000009 0.0031007826471549653 -0.0029985074895254589 50.180594907425323 -0.0066448116383544522 0.0033958304506249708 53.065141872053083 59.355080220131498 6665.595075721787 0.0033167587071790687 -0.0062015652943099289 36.198268616509175 -0.0049308754146779486 61.504614008703165 54.05196408682253 -0.0047821944620043645 47.691033446785845 8090.3144034178913 -0.0051183738207159022
|
| 13983 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 13984 |
+
left_child=1 3 18 -1 6 19 12 -8 -7 10 23 13 -5 14 -2 -13 -17 20 -3 -6 -14 22 -18 -4 25 -12 -27
|
| 13985 |
+
right_child=11 2 9 4 5 8 7 -9 -10 -11 24 15 17 -15 -16 16 21 -19 -20 -21 -22 -23 -24 -25 -26 26 -28
|
| 13986 |
+
leaf_value=-0.0028110086243758985 -0.0099985020856199792 -0.019682487121741567 -0.018135357732874256 -0.017078416561998398 -0.012732607784124978 -0.021201993149193358 -0.0020473425522396895 -0.010542906025763219 -0.012995107292485994 -0.018087505393862776 -0.007193291254731669 -0.0036910413573164025 -0.010586595627292011 -0.0073711114860291914 -0.016089288832916528 -0.0037929250085768831 -0.010882415619706789 -0.013785357691615605 -0.025307464439981435 -0.0077644238885514428 -0.0054151843583145551 -0.011981665189161352 -0.0059531898225582396 -0.013141028557594865 -0.013259170507105905 -0.011902637182691743 -0.0095286060290842127
|
| 13987 |
+
leaf_weight=4.3241513073444358 7.5748210065066832 5.8450173661112785 5.9063801616430283 4.9919431060552588 9.3846902251243609 7.1038304641842824 6.9996897969394904 7.807698979973793 5.8864597678184509 7.6701044365763655 5.3031659200787606 7.6600400954484931 7.8004238158464441 7.524323843419551 7.2621086575090885 5.154494613409045 6.1629764735698727 5.4804878979921332 5.8874416276812536 6.2393907234072676 4.8013838715851351 7.7926489412784568 8.4648324474692327 6.1141015812754613 6.1477170437574378 4.7420578449964514 6.2980990037322035
|
| 13988 |
+
leaf_count=13 28 20 20 15 29 28 27 27 21 26 19 30 26 28 25 16 22 21 21 23 26 25 30 23 20 15 27
|
| 13989 |
+
internal_value=-0.011552 -0.0128239 -0.0153272 -0.0109183 -0.0114455 -0.0138059 -0.00966252 -0.00652692 -0.0174831 -0.0133307 -0.0122735 -0.00879737 -0.0116747 -0.0110925 -0.0129797 -0.00734082 -0.0083547 -0.0101829 -0.0225051 -0.0107486 -0.00861625 -0.00940345 -0.00802997 -0.015595 -0.0104982 -0.00945966 -0.0105483
|
| 13990 |
+
internal_weight=182.33 124.734 53.9141 70.8201 66.496 28.6144 37.8816 14.8074 12.9903 42.1816 34.5115 57.5962 23.0742 22.3613 14.8369 35.235 27.575 18.0823 11.7325 15.6241 12.6018 22.4205 14.6278 12.0205 22.491 16.3433 11.0402
|
| 13991 |
+
internal_count=651 447 191 256 243 101 142 54 49 150 124 204 88 81 53 123 93 73 41 52 52 77 52 43 81 61 42
|
| 13992 |
+
is_linear=0
|
| 13993 |
+
shrinkage=0.01
|
| 13994 |
+
|
| 13995 |
+
|
| 13996 |
+
Tree=736
|
| 13997 |
+
num_leaves=25
|
| 13998 |
+
num_cat=0
|
| 13999 |
+
split_feature=23 24 23 18 30 3 18 23 22 3 30 30 24 23 30 23 24 22 18 22 23 30 22 24
|
| 14000 |
+
split_gain=9.45047 10.3323 6.91843 7.56334 5.69882 4.08828 3.23411 2.45077 2.2555 2.38131 2.0994 2.08027 2.26838 2.55328 2.05392 2.0242 1.98839 1.46546 1.39457 0.920892 0.628395 0.497596 0.483679 0.430665
|
| 14001 |
+
threshold=-0.001541745059657159 47.048338178114925 -0.013085572838778632 -0.0059524336773107414 132.85183380198438 7662.5000000000009 0.003490412026997403 -0.0089072731790294981 8075.115329206189 8137.5000000000009 36.079468310898328 76.707306387420175 56.866216643006773 0.0017586120180984658 48.919194429602591 0.0057498998943545853 48.867441171088593 8115.3613323341588 -0.0071175278622087048 6941.3062144314208 0.012463633007314706 51.226727078256417 7288.3795296667349 35.815755589959998
|
| 14002 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14003 |
+
left_child=1 2 18 7 8 6 10 -4 14 -10 -2 12 13 17 22 21 -8 -7 -1 -16 -18 -12 -5 -21
|
| 14004 |
+
right_child=5 -3 3 4 -6 11 16 -9 9 -11 15 -13 -14 -15 19 -17 20 -19 -20 23 -22 -23 -24 -25
|
| 14005 |
+
leaf_value=0.0089422433652165973 -0.0054045813503673839 0.026006752942365458 0.014483938863798044 0.0088772611276957021 0.021189908417324581 0.011795533670777909 0.015129914410222172 0.023710737548890758 0.019365355446138929 0.011429552240733299 0.0042667261800036996 0.015288545551747402 0.0038049615321841508 0.016025667728210229 0.0089045923214310183 0.0004007450497985824 0.0092416728486124193 0.0063578153270533568 0.0019862634503719488 0.014252963531160893 0.0048034674383318592 0.0086504548276486806 0.005124153545905904 0.011216914127006908
|
| 14006 |
+
leaf_weight=5.2550845742225647 2.3450851589441326 5.8767052553594104 4.4346007555723181 5.97481421008706 6.1438265219330779 9.54589138180018 4.4207615479826954 8.2050811760127527 5.7967960629612234 10.874895632266997 3.8824474811553973 7.9636763222515574 5.6151171065866938 6.9215211588889352 9.7696303054690379 7.0445801094174376 7.5762495845556241 10.307815976440905 6.383044704794882 9.0914384517818707 5.5105899572372437 7.774295873939991 8.0740815103054029 9.6118845865130407
|
| 14007 |
+
leaf_count=18 9 30 15 23 23 33 21 37 23 37 17 28 24 31 38 24 28 36 22 32 17 28 26 31
|
| 14008 |
+
internal_value=0.0110455 0.0131616 0.0123193 0.0133927 0.0120229 0.00848472 0.006156 0.0204735 0.0110714 0.0141889 0.0035144 0.0107096 0.00958376 0.0107957 0.00984913 0.00463281 0.00933154 0.00897233 0.00512717 0.0113929 0.00737284 0.00719039 0.0067203 0.0126927
|
| 14009 |
+
internal_weight=174.4 95.4919 89.6152 77.977 65.3374 78.908 38.554 12.6397 59.1935 16.6717 21.0464 40.354 32.3903 26.7752 42.5218 18.7013 17.5076 19.8537 11.6381 28.473 13.0868 11.6567 14.0489 18.7033
|
| 14010 |
+
internal_count=651 355 325 285 233 296 144 52 210 60 78 152 124 100 150 69 66 69 40 101 45 45 49 63
|
| 14011 |
+
is_linear=0
|
| 14012 |
+
shrinkage=0.01
|
| 14013 |
+
|
| 14014 |
+
|
| 14015 |
+
Tree=737
|
| 14016 |
+
num_leaves=29
|
| 14017 |
+
num_cat=0
|
| 14018 |
+
split_feature=30 24 24 23 30 30 22 24 23 15 18 30 30 23 23 22 30 24 23 24 23 22 22 23 30 23 24 22
|
| 14019 |
+
split_gain=12.8639 6.24917 3.95804 6.4805 3.31105 3.03908 3.33062 2.90881 4.91112 2.63799 2.8655 2.24727 1.6543 1.46105 2.7861 2.93375 4.12609 2.04659 1.28642 1.20645 1.06476 1.28821 0.806297 0.597287 0.43554 0.370945 0.286884 0.0106848
|
| 14020 |
+
threshold=41.744443788213225 43.623094981562659 45.822078219859456 0.0014293769580569907 240.25541278282478 52.90102292458316 6565.6157388883112 51.92133103388533 0.00089803751474647566 7593.7500000000009 -0.0061823949852845552 39.361661032735931 44.785672872624339 -0.0076797452035647033 -0.0060052568043933996 7212.4961197530165 48.919194429602591 42.598107802541683 -0.0023309865307484328 33.814245302937948 -0.006480717084006978 7114.4491972132801 6876.5220687235105 0.010686197182347453 50.180594907425323 -0.0025441294330941747 55.035530683330244 8108.5093235596059
|
| 14021 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14022 |
+
left_child=1 -1 -3 11 5 12 -7 8 9 20 -11 -4 18 -14 -15 -16 17 -17 -2 -12 21 22 -8 26 -18 -22 -9 -21
|
| 14023 |
+
right_child=4 2 3 -5 -6 6 7 23 -10 10 19 -13 13 14 15 16 24 -19 -20 27 25 -23 -24 -25 -26 -27 -28 -29
|
| 14024 |
+
leaf_value=-0.0071173922971506341 -0.0078428744103337771 0.037144904310216616 -0.0076138499688984344 0.027367069197951163 0.0087934802235635941 0.008634176470157939 -0.0023998055702966923 -0.0049800907806855296 0.011579730188190996 0.010868712389726922 0.005207354627139572 0.014099668364301758 0.01775294202305841 -0.0078628919959062588 0.019328921541038043 0.022826079094390297 0.00028926549230612976 0.0051975270129516879 0.0042514267568248016 -0.0042742811846168266 -0.0088997741143825079 -0.0064574505849393591 0.0037205847079622538 -0.0024821385683276758 -0.0075407726118694833 -0.0037929759584876643 -0.0088415180647365959 -0.003276320207609121
|
| 14025 |
+
leaf_weight=0.9746013522380953 1.5654769865795972 1.1183917790185658 1.0310096286702899 2.2805738177266903 5.2701405733823767 3.5651606065221122 4.6942523084580881 3.3074755333363992 3.3680055979639283 3.1508861090987921 2.2512958501465601 0.8864649599418043 1.1022122614085663 1.3161371871829013 1.7265064292587338 1.2296841219067576 1.3155862868297847 1.4179617124609647 2.0069783087819806 2.3537660483270884 3.6060071624815464 3.9936930723488322 3.9752560891211033 3.9941447712481022 1.544283374212682 2.348869055509577 4.5998536963015795 1.9714486128650603
|
| 14026 |
+
leaf_count=23 16 17 35 37 22 30 27 23 20 16 35 9 8 10 12 7 22 34 28 24 26 33 20 28 21 26 25 17
|
| 14027 |
+
internal_value=0.00250036 0.0161607 0.020428 0.0159745 0.00119183 0.000528608 -0.000658937 -0.00141857 0.000163472 -0.00119301 0.00302749 0.0024245 0.00476523 0.00691691 0.00552002 0.00795487 0.00438932 0.013385 -0.00104839 -0.000729332 -0.00339809 -0.00175817 0.000406596 -0.0056342 -0.00393883 -0.00688542 -0.00722636 -0.00381941
|
| 14028 |
+
internal_weight=71.9661 6.29104 5.31644 4.19805 65.6751 60.4049 47.1801 43.615 31.7135 28.3455 9.7274 1.91747 13.2248 9.65237 8.55016 7.23402 5.50752 2.64765 3.57246 6.57651 18.6181 12.6632 8.66951 11.9015 2.85987 5.95488 7.90733 4.32521
|
| 14029 |
+
internal_count=651 121 98 81 530 508 350 320 244 224 92 44 158 114 106 96 84 41 44 76 132 80 47 76 43 52 48 41
|
| 14030 |
+
is_linear=0
|
| 14031 |
+
shrinkage=0.01
|
| 14032 |
+
|
| 14033 |
+
|
| 14034 |
+
Tree=738
|
| 14035 |
+
num_leaves=28
|
| 14036 |
+
num_cat=0
|
| 14037 |
+
split_feature=24 15 18 24 30 23 30 30 3 18 18 30 18 18 24 30 22 18 24 18 23 24 24 23 24 22 23
|
| 14038 |
+
split_gain=6.22249 5.6877 7.18999 2.96384 2.7429 3.11938 2.35597 2.63023 2.07914 2.03588 1.94663 1.85714 1.75656 1.53903 1.41507 1.28316 1.28999 0.998622 0.907104 0.871669 0.777437 0.767308 0.837048 0.710471 0.623883 0.398463 0.15144
|
| 14039 |
+
threshold=49.53571312634103 7681.2500000000009 -0.0032310262031526866 23.18840930798142 76.707306387420175 -0.0066530719560520318 57.803557578882369 66.23664816165423 7062.5000000000009 0.0031007826471549653 -0.0029985074895254589 50.180594907425323 -0.0066448116383544522 0.0033958304506249708 53.677637369298701 59.355080220131498 6665.595075721787 0.0033167587071790687 36.198268616509175 -0.0062015652943099289 -0.0049308754146779486 61.504614008703165 54.05196408682253 -0.0047821944620043645 47.691033446785845 8090.3144034178913 -0.0051183738207159022
|
| 14040 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14041 |
+
left_child=1 3 19 -1 6 18 12 -8 -7 10 23 13 -5 14 -2 -13 -17 20 -6 -3 -14 22 -18 -4 25 -12 -27
|
| 14042 |
+
right_child=11 2 9 4 5 8 7 -9 -10 -11 24 15 17 -15 -16 16 21 -19 -20 -21 -22 -23 -24 -25 -26 26 -28
|
| 14043 |
+
leaf_value=-0.0027643175301311838 -0.010326022895400145 -0.019248869778816593 -0.017833655141554963 -0.016784943253345324 -0.012600501176467733 -0.020895497271754947 -0.0019836305857895758 -0.010428187778320242 -0.012862181634637978 -0.017817238617764037 -0.0071086997706298486 -0.0036335827034403357 -0.010490813292121029 -0.0072578170804730767 -0.016647145147192226 -0.0037474657184603582 -0.010749132264783221 -0.013660758936818116 -0.007675906711296746 -0.02466694552515835 -0.0053659540068312353 -0.01182911592988452 -0.005900641758346069 -0.01297800612170239 -0.013101386297548879 -0.011800701441335999 -0.0094300471523073998
|
| 14044 |
+
leaf_weight=4.3169163763523093 9.0298049561679381 5.9031906351447105 5.9389446116983891 5.0120824277400962 9.3773289509117621 7.1340029090642911 6.9976877849549037 7.7994090355932713 5.874932274222374 7.695989914238452 5.2922022268176141 7.6582446545362464 7.7708969116210946 7.5390197336673728 5.8268349580466738 5.1491860002279308 6.1568645834922817 5.4628890454769126 6.2223037853837004 5.9746395200490934 4.7813707254827067 7.8053403794765464 8.4443660378456098 6.1171461567282659 6.1505627036094657 4.7233175039291373 6.2739509344100943
|
| 14045 |
+
leaf_count=13 32 20 20 15 29 28 27 27 21 26 19 30 26 28 21 16 22 21 23 21 26 25 30 23 20 15 27
|
| 14046 |
+
internal_value=-0.0114049 -0.0126596 -0.0151014 -0.0107935 -0.0113152 -0.0136516 -0.00954806 -0.00643468 -0.0172676 -0.0131666 -0.012129 -0.0086864 -0.0115487 -0.0109378 -0.0128052 -0.00725455 -0.00826088 -0.0100919 -0.0106362 -0.0219742 -0.00853867 -0.00929809 -0.00794509 -0.0153699 -0.0103878 -0.00936327 -0.0104482
|
| 14047 |
+
internal_weight=182.429 124.82 54.0699 70.7498 66.4329 28.6086 37.8243 14.7971 13.0089 42.1921 34.4961 57.6097 23.0272 22.3957 14.8566 35.214 27.5558 18.0152 15.5996 11.8778 12.5523 22.4066 14.6012 12.0561 22.44 16.2895 10.9973
|
| 14048 |
+
internal_count=651 447 191 256 243 101 142 54 49 150 124 204 88 81 53 123 93 73 52 41 52 77 52 43 81 61 42
|
| 14049 |
+
is_linear=0
|
| 14050 |
+
shrinkage=0.01
|
| 14051 |
+
|
| 14052 |
+
|
| 14053 |
+
Tree=739
|
| 14054 |
+
num_leaves=25
|
| 14055 |
+
num_cat=0
|
| 14056 |
+
split_feature=23 24 23 18 30 3 18 23 22 3 30 30 24 23 23 30 24 22 18 22 23 22 30 24
|
| 14057 |
+
split_gain=9.10017 9.75273 6.72766 7.03692 5.48821 3.9611 3.16847 2.2208 2.15648 2.22233 2.07416 2.01161 2.23424 2.4607 1.981 1.98043 1.94172 1.42667 1.36119 0.891772 0.616023 0.483496 0.483346 0.408142
|
| 14058 |
+
threshold=-0.001541745059657159 47.048338178114925 -0.013085572838778632 -0.0059524336773107414 132.85183380198438 7662.5000000000009 0.003490412026997403 -0.0089072731790294981 8075.115329206189 8137.5000000000009 36.079468310898328 76.707306387420175 56.866216643006773 0.0017586120180984658 0.0057498998943545853 48.919194429602591 48.867441171088593 8115.3613323341588 -0.0071175278622087048 6941.3062144314208 0.012463633007314706 7288.3795296667349 51.226727078256417 35.815755589959998
|
| 14059 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14060 |
+
left_child=1 2 18 7 8 6 10 -4 15 -10 -2 12 13 17 22 21 -8 -7 -1 -17 -18 -5 -12 -21
|
| 14061 |
+
right_child=5 -3 3 4 -6 11 16 -9 9 -11 14 -13 -14 -15 -16 19 20 -19 -20 23 -22 -23 -24 -25
|
| 14062 |
+
leaf_value=0.0087988290539686674 -0.0054050299647671243 0.025315874626316709 0.014252186516130666 0.0088086665096035917 0.020820139695077483 0.011634773353173112 0.014941885037425695 0.022994798597460561 0.018919869285850412 0.011283230974468636 0.004213452414280657 0.015041319926007079 0.0037192804795539401 0.015759933163587571 0.00038139277286797387 0.008788513160683473 0.0091281980214156441 0.0062657018203172354 0.001936939734384395 0.014026930142945523 0.0047362786008266341 0.0050520272817686966 0.0085360847034652073 0.011074719884190561
|
| 14063 |
+
leaf_weight=5.2806906253099442 2.3467609137296703 5.9783413857221595 4.4520528167486182 5.9536117538809767 6.1835608556866637 9.5442966297268921 4.4230205006897476 8.3643841929733735 5.8684167526662376 10.867697820067404 3.8752087652683276 8.0042912196367961 5.6338598057627669 6.9659890197217456 7.0425939410924903 9.778389800339939 7.5846169590949994 10.279275894165037 6.3879600614309293 9.1365376226604003 5.5164829343557358 8.0699839219450933 7.7803523913025856 9.6069708019494993
|
| 14064 |
+
leaf_count=18 9 30 15 23 23 33 21 37 23 37 17 28 24 31 24 38 28 36 22 32 17 26 28 31
|
| 14065 |
+
internal_value=0.0108781 0.0129479 0.0121259 0.0131817 0.0118551 0.00836463 0.00607205 0.0199579 0.01092 0.013961 0.00345658 0.0105518 0.00944348 0.0106473 0.00456878 0.00972377 0.009213 0.00885071 0.00504231 0.0112366 0.00727889 0.00664688 0.00709891 0.0125138
|
| 14066 |
+
internal_weight=174.925 95.9286 89.9503 78.2816 65.4652 78.9967 38.569 12.8164 59.2816 16.7361 21.0449 40.4277 32.4234 26.7896 18.6982 42.5455 17.5241 19.8236 11.6687 28.5219 13.1011 14.0236 11.6556 18.7435
|
| 14067 |
+
internal_count=651 355 325 285 233 296 144 52 210 60 78 152 124 100 69 150 66 69 40 101 45 49 45 63
|
| 14068 |
+
is_linear=0
|
| 14069 |
+
shrinkage=0.01
|
| 14070 |
+
|
| 14071 |
+
|
| 14072 |
+
Tree=740
|
| 14073 |
+
num_leaves=29
|
| 14074 |
+
num_cat=0
|
| 14075 |
+
split_feature=30 23 30 30 22 24 23 18 15 18 22 30 23 23 22 30 24 23 24 23 22 22 23 30 24 23 24 24
|
| 14076 |
+
split_gain=12.4297 5.1322 3.23978 2.98307 3.26487 2.8698 4.79763 2.80333 2.58564 2.77808 2.09547 1.61903 1.40991 2.73929 2.84549 4.04056 1.98298 1.26714 1.19404 1.05521 1.27348 0.79057 0.592538 0.431211 0.402735 0.368974 0.285908 0.0086827
|
| 14077 |
+
threshold=41.744443788213225 -0.00064780529475405308 240.25541278282478 52.90102292458316 6565.6157388883112 51.92133103388533 0.00089803751474647566 -1.0000000180025095e-35 7593.7500000000009 -0.0061823949852845552 7290.0432024051233 44.785672872624339 -0.0076797452035647033 -0.0060052568043933996 7212.4961197530165 48.919194429602591 42.598107802541683 -0.0023309865307484328 33.814245302937948 -0.006480717084006978 7114.4491972132801 6876.5220687235105 0.010686197182347453 50.180594907425323 53.868053519623423 -0.0025441294330941747 55.035530683330244 44.21146075487637
|
| 14078 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14079 |
+
left_child=1 7 3 11 -5 6 8 -1 19 -10 -3 17 -13 -14 -15 16 -16 -2 -11 20 21 -6 26 -17 -12 -21 -7 -20
|
| 14080 |
+
right_child=2 10 -4 4 5 22 -8 -9 9 18 24 12 13 14 15 23 -18 -19 27 25 -22 -23 -24 -25 -26 -27 -28 -29
|
| 14081 |
+
leaf_value=0.0012400484565096334 -0.0078337829580560729 0.039358783579623621 0.008670485371274253 0.0085031608633991725 -0.0023890642040304399 -0.0049599647368822591 0.011382801890070461 0.018912897564605215 0.01065622963165423 0.0051547815367465645 0.024905897069552145 0.017402008797796322 -0.0078590333157652886 0.018989511846267206 0.022412527441862187 0.00025862603008574203 0.005126761927485581 0.0041788553643721596 -0.0033473517557798776 -0.0088817779380497737 -0.0064401196314169606 0.0036694004660907478 -0.0024755556566958235 -0.0075355867960923998 0.015398505041526069 -0.0037783813393172097 -0.0088227555982546158 -0.0042443693367016635
|
| 14082 |
+
leaf_weight=2.2584300308953975 1.555225942283869 0.85342799779027645 5.2956567984074345 3.589208099525421 4.6877986714243871 3.2951304428279382 3.3952531907707444 1.4895302217919377 3.1741383522748947 2.2613590587861818 0.92099452693946637 1.1151947285979975 1.3103295527398566 1.742859360296279 1.2432058118283751 1.3200001663062724 1.4236084660515187 2.0168508049100629 2.0779290604405105 3.5879158098250628 3.9761044327169648 3.9846147485077381 3.9892495907843113 1.5355275147594509 0.86308725364506245 2.3410779386758902 4.5785918552428484 2.2448244858533144
|
| 14083 |
+
leaf_count=38 16 21 22 30 27 23 20 21 16 35 27 8 10 12 7 22 34 28 24 26 33 20 28 21 14 26 25 17
|
| 14084 |
+
internal_value=0.00246426 0.0157843 0.00117049 0.000513417 -0.000664384 -0.00141917 0.000149626 0.00826367 -0.00119636 0.00297161 0.0264713 0.00470351 0.00682477 0.00544926 0.0078495 0.0043337 0.013185 -0.00105126 -0.000733069 -0.00338568 -0.00175395 0.000394549 -0.00561538 -0.00393262 0.0203065 -0.00686669 -0.00720619 -0.00381318
|
| 14085 |
+
internal_weight=72.1271 6.38547 65.7417 60.446 47.1832 43.594 31.731 3.74796 28.3358 9.75825 2.63751 13.2628 9.69073 8.57553 7.2652 5.52234 2.66681 3.57208 6.58411 18.5775 12.6485 8.67241 11.863 2.85553 1.78408 5.92899 7.87372 4.32275
|
| 14086 |
+
internal_count=651 121 530 508 350 320 244 59 224 92 62 158 114 106 96 84 41 44 76 132 80 47 76 43 41 52 48 41
|
| 14087 |
+
is_linear=0
|
| 14088 |
+
shrinkage=0.01
|
| 14089 |
+
|
| 14090 |
+
|
| 14091 |
+
Tree=741
|
| 14092 |
+
num_leaves=28
|
| 14093 |
+
num_cat=0
|
| 14094 |
+
split_feature=24 15 18 24 30 23 30 30 3 18 18 30 30 18 30 22 18 24 18 23 24 24 23 24 22 22 23
|
| 14095 |
+
split_gain=6.06441 5.44243 6.71075 2.6454 2.74289 2.96637 2.32485 2.59733 1.99532 1.95742 1.86431 1.7942 1.92013 1.66562 1.263 1.26169 0.977092 0.91955 0.824632 0.761846 0.741995 0.808818 0.67524 0.603766 0.60367 0.394612 0.150497
|
| 14096 |
+
threshold=49.53571312634103 7681.2500000000009 -0.0032310262031526866 24.08158702319972 76.707306387420175 -0.0066530719560520318 57.803557578882369 66.23664816165423 7062.5000000000009 0.0031007826471549653 -0.0029985074895254589 50.180594907425323 39.890822108743372 -0.0066448116383544522 59.355080220131498 6665.595075721787 0.0033167587071790687 36.198268616509175 -0.0062015652943099289 -0.0049308754146779486 61.504614008703165 54.05196408682253 -0.0047821944620043645 47.691033446785845 8078.4171002435514 8090.3144034178913 -0.0051183738207159022
|
| 14097 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14098 |
+
left_child=1 3 18 -1 6 17 13 -8 -7 10 22 12 -2 -5 -13 -16 19 -6 -3 -15 21 -17 -4 25 -14 -12 -27
|
| 14099 |
+
right_child=11 2 9 4 5 8 7 -9 -10 -11 23 14 24 16 15 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28
|
| 14100 |
+
leaf_value=-0.0035398254423178216 -0.0052392034254808663 -0.018836538259642141 -0.017545119478127549 -0.016514673308944922 -0.012611515179052232 -0.020599403235607272 -0.0019211194859728414 -0.010315671770033341 -0.012732215454262159 -0.017558420173043727 -0.0070224741224167555 -0.0035771265712489903 -0.010754060632147837 -0.010398674422549357 -0.0037026679565529304 -0.010618643468872042 -0.013538178624813307 -0.0075887642429505507 -0.024076546936529563 -0.0053150937725453887 -0.011680420226448052 -0.0058486710760108432 -0.012817852689525129 -0.012946300736547612 -0.014512288087131215 -0.011701356386533262 -0.0093333308785602739
|
| 14101 |
+
leaf_weight=4.8440087586641303 4.8778996281325844 5.9580609872937202 5.9689556695520878 5.02786561846733 8.8341227434575575 7.1621805690228921 6.9954478237777931 7.7904876209795475 5.862805612385273 7.7191727161407462 5.2813786417245927 7.6563151925802222 10.180051743984224 7.7409027218818673 5.1438260972499874 6.1501756757497814 5.4448056519031516 6.2052238360047332 6.0558687001466733 4.7612543888390109 7.8167564570903769 8.4238643497228605 6.1193408370017988 6.152701422572135 7.3669136613607398 4.7040161341428748 6.2493538409471503
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| 14102 |
+
leaf_count=15 20 20 20 15 27 28 27 27 21 26 19 30 35 26 16 22 21 23 21 26 25 30 23 20 26 15 27
|
| 14103 |
+
internal_value=-0.0112622 -0.0125004 -0.014884 -0.010672 -0.0111969 -0.0135647 -0.00943707 -0.00634408 -0.0170582 -0.0130066 -0.0119875 -0.00857847 -0.0107891 -0.0114276 -0.00716978 -0.00816876 -0.0100025 -0.0105391 -0.0214779 -0.00846267 -0.00919476 -0.00786158 -0.0151521 -0.0102787 -0.0123319 -0.00926771 -0.0103503
|
| 14104 |
+
internal_weight=182.494 124.878 54.2088 70.6691 65.8251 28.0643 37.7608 14.7859 13.025 42.1949 34.4757 57.6158 22.4249 22.9748 35.1909 27.5346 17.947 15.0393 12.0139 12.5022 22.3908 14.574 12.0883 22.3875 17.547 16.2347 10.9534
|
| 14105 |
+
internal_count=651 447 191 256 241 99 142 54 49 150 124 204 81 88 123 93 73 50 41 52 77 52 43 81 61 61 42
|
| 14106 |
+
is_linear=0
|
| 14107 |
+
shrinkage=0.01
|
| 14108 |
+
|
| 14109 |
+
|
| 14110 |
+
Tree=742
|
| 14111 |
+
num_leaves=26
|
| 14112 |
+
num_cat=0
|
| 14113 |
+
split_feature=23 24 23 18 30 3 18 22 3 30 23 30 24 23 23 30 24 22 18 22 23 22 30 3 24
|
| 14114 |
+
split_gain=8.76816 9.21525 6.54509 6.55554 5.28876 3.83654 3.10324 2.06358 2.07743 2.04771 2.01541 1.94711 2.20213 2.36797 1.94038 1.91086 1.89652 1.38665 1.32918 0.864178 0.604041 0.483882 0.468115 0.435631 0.825975
|
| 14115 |
+
threshold=-0.001541745059657159 47.048338178114925 -0.013085572838778632 -0.0059524336773107414 132.85183380198438 7662.5000000000009 0.003490412026997403 8075.115329206189 8137.5000000000009 36.079468310898328 -0.0089072731790294981 76.707306387420175 56.866216643006773 0.0017586120180984658 0.0057498998943545853 48.919194429602591 48.867441171088593 8115.3613323341588 -0.0071175278622087048 6941.3062144314208 0.012463633007314706 7288.3795296667349 51.226727078256417 7112.5000000000009 35.815755589959998
|
| 14116 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14117 |
+
left_child=1 2 18 10 7 6 9 15 -9 -2 -4 12 13 17 22 21 -8 -7 -1 -17 -18 -5 -11 -21 -25
|
| 14118 |
+
right_child=5 -3 3 4 -6 11 16 8 -10 14 -12 -13 -14 -15 -16 19 20 -19 -20 23 -22 -23 -24 24 -26
|
| 14119 |
+
leaf_value=0.0086595555023232882 -0.0053988265038024457 0.024659531430694954 0.014028749065298036 0.0087417598945014659 0.020463409332633367 0.01147630044547507 0.014757937126364045 0.018496483527200836 0.011140032448991503 0.0041676985472188918 0.022321137492566947 0.014801789823622687 0.0036335718507208591 0.015496088268312724 0.00036224514779288017 0.0086747313441484265 0.0090172963367260023 0.0061791054371152536 0.0018886268979752549 0.014731695826073962 0.004670574849280666 0.0049793875424444132 0.0084240068370346234 0.014047912782426326 0.0090617777341261002
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| 14120 |
+
leaf_weight=5.3054297864437103 2.348951235413554 6.0774490535259238 4.4682664871215811 5.9332699589431277 6.2213960140943518 9.5416168496012741 4.425038535147908 5.9372285306453731 10.860937520861624 3.8675360158085841 8.5186254754662496 8.0429587811231595 5.6527469009160987 7.0105129964649668 7.0404643416404715 9.7863383479416388 7.5922884643077833 10.250546790659426 6.3926618695259076 5.4174385070800808 5.5223990231752396 8.0646298676729185 7.7857638970017433 6.1858327053487283 7.1768609583377838
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| 14121 |
+
leaf_count=18 9 30 15 23 23 33 21 23 37 17 37 28 24 31 24 38 28 36 22 18 17 26 28 22 23
|
| 14122 |
+
internal_value=0.0107149 0.0127404 0.0119379 0.0129769 0.0116916 0.00824727 0.00599065 0.0107723 0.0137401 0.00340141 0.0194681 0.0103971 0.00930559 0.0105018 0.00450719 0.00960097 0.00909701 0.00873283 0.00495944 0.0110842 0.00718696 0.00657414 0.00701141 0.0123397 0.0113699
|
| 14123 |
+
internal_weight=175.427 96.3464 90.2689 78.5708 65.5839 79.0808 38.5824 59.3625 16.7982 21.0427 12.9869 40.4984 32.4554 26.8027 18.6938 42.5644 17.5397 19.7922 11.6981 28.5665 13.1147 13.9979 11.6533 18.7801 13.3627
|
| 14124 |
+
internal_count=651 355 325 285 233 296 144 210 60 78 52 152 124 100 69 150 66 69 40 101 45 49 45 63 45
|
| 14125 |
+
is_linear=0
|
| 14126 |
+
shrinkage=0.01
|
| 14127 |
+
|
| 14128 |
+
|
| 14129 |
+
Tree=743
|
| 14130 |
+
num_leaves=26
|
| 14131 |
+
num_cat=0
|
| 14132 |
+
split_feature=30 23 30 30 22 24 23 18 15 18 22 30 30 23 24 18 23 22 23 22 24 23 3 24 24
|
| 14133 |
+
split_gain=12.0121 4.81278 3.17028 2.92835 3.20096 2.83168 4.68766 2.72731 2.53505 2.69439 1.94497 1.58722 1.85038 2.43343 1.18178 1.13552 1.04579 1.25894 0.938628 0.775316 0.589598 0.367053 0.333336 0.217986 0.00858615
|
| 14134 |
+
threshold=41.744443788213225 -0.00064780529475405308 240.25541278282478 52.90102292458316 6565.6157388883112 51.92133103388533 0.00089803751474647566 -1.0000000180025095e-35 7593.7500000000009 -0.0061823949852845552 7290.0432024051233 45.514239211646505 48.216529408516386 0.0015890414181991845 33.814245302937948 -0.0030257255332784001 -0.006480717084006978 7114.4491972132801 -0.0042113289400510486 6876.5220687235105 62.506060318999282 -0.0025441294330941747 8087.5000000000009 55.035530683330244 44.21146075487637
|
| 14135 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14136 |
+
left_child=1 7 3 11 -5 6 8 -1 16 -10 -3 15 -13 18 -11 -2 17 19 -14 -6 23 -18 -12 -7 -16
|
| 14137 |
+
right_child=2 10 -4 4 5 20 -8 -9 9 14 22 12 13 -15 24 -17 21 -19 -20 -21 -22 -23 -24 -25 -26
|
| 14138 |
+
leaf_value=0.0011957196175912323 0.0035044179386555419 0.037789480043270179 0.0085503411852167512 0.0083759759721333139 -0.002378285399924449 -0.0049398310562428181 0.011191964496702294 0.018545358069092931 0.010451975732458112 0.0051038760198585708 0.023785576668136032 0.014115901685898616 0.0049525461529499725 0.013643669269622261 -0.0033428705989192288 -0.0071763383045300652 -0.0088639291185361891 -0.0064225722998064285 -0.0042278883063261961 0.0036196844033045796 -0.0019543519885811501 -0.0037635287841155207 0.015221017002953219 -0.0082177341100922296 -0.0042351788339228475
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| 14139 |
+
leaf_weight=2.2678486638469626 2.7694960366934538 0.8823666912503535 5.3206454776227465 3.6127502345480016 4.6813071742653829 3.2827593535184842 3.4219142887741318 1.5088798999786375 3.1965574417263269 2.2711946466006321 0.95282398327253737 2.6183738969266397 2.1091972943395363 1.8887270865961907 2.0766770113259554 1.5538567774929095 3.5696987416595221 3.9585327627137294 2.3596246822271509 3.9936610218137503 3.23030737414956 2.333221426233659 0.86879140895325691 5.3111197091639042 2.2432337217032909
|
| 14140 |
+
leaf_count=38 18 21 22 30 27 23 20 21 16 35 18 29 17 20 24 38 26 33 36 20 23 26 23 30 17
|
| 14141 |
+
internal_value=0.00242921 0.015419 0.00114989 0.00049887 -0.000669336 -0.00141935 0.000136498 0.00812725 -0.00119914 0.00291793 0.0256035 0.00464341 0.00704101 0.00412719 -0.000735941 -0.000334354 -0.00337305 -0.00174945 0.000105099 0.000382976 -0.00559656 -0.00684792 0.0197008 -0.00696561 -0.00380623
|
| 14142 |
+
internal_weight=72.2836 6.48071 65.8029 60.4822 47.1829 43.5702 31.746 3.77673 28.3241 9.78766 2.70398 13.2993 8.97592 6.35755 6.59111 4.32335 18.5364 12.6335 4.46882 8.67497 11.8242 5.90292 1.82162 8.59388 4.31991
|
| 14143 |
+
internal_count=651 121 530 508 350 320 244 59 224 92 62 158 102 73 76 56 132 80 53 47 76 52 41 53 41
|
| 14144 |
+
is_linear=0
|
| 14145 |
+
shrinkage=0.01
|
| 14146 |
+
|
| 14147 |
+
|
| 14148 |
+
Tree=744
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| 14149 |
+
num_leaves=28
|
| 14150 |
+
num_cat=0
|
| 14151 |
+
split_feature=24 15 18 24 30 23 30 30 3 18 18 30 18 18 24 30 22 18 24 18 23 24 24 23 24 22 23
|
| 14152 |
+
split_gain=5.91437 5.2148 6.27256 2.58634 2.68445 2.88092 2.29607 2.56425 1.91621 1.88395 1.78764 1.73938 1.58455 1.49917 1.35447 1.24724 1.23348 0.954594 0.900458 0.782448 0.746854 0.716534 0.781544 0.643857 0.584712 0.390755 0.149681
|
| 14153 |
+
threshold=49.53571312634103 7681.2500000000009 -0.0032310262031526866 24.08158702319972 76.707306387420175 -0.0066530719560520318 57.803557578882369 66.23664816165423 7062.5000000000009 0.0031007826471549653 -0.0029985074895254589 50.180594907425323 -0.0066448116383544522 0.0033958304506249708 53.677637369298701 59.355080220131498 6665.595075721787 0.0033167587071790687 36.198268616509175 -0.0062015652943099289 -0.0049308754146779486 61.504614008703165 54.05196408682253 -0.0047821944620043645 47.691033446785845 8090.3144034178913 -0.0051183738207159022
|
| 14154 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14155 |
+
left_child=1 3 19 -1 6 18 12 -8 -7 10 23 13 -5 14 -2 -13 -17 20 -6 -3 -14 22 -18 -4 25 -12 -27
|
| 14156 |
+
right_child=11 2 9 4 5 8 7 -9 -10 -11 24 15 17 -15 -16 16 21 -19 -20 -21 -22 -23 -24 -25 -26 26 -28
|
| 14157 |
+
leaf_value=-0.0034942191707899319 -0.010053743308427962 -0.018443184612465212 -0.017271144055912437 -0.016261726710370822 -0.012478269850989156 -0.020311502254002602 -0.0018603515262991164 -0.01020426146594961 -0.012603799877179293 -0.017309500589152937 -0.0069383297120518854 -0.0035145309376363476 -0.010309259223149944 -0.007022873242340028 -0.016226222779939268 -0.0036595122307946483 -0.01049085006595683 -0.013413947937332615 -0.0075028662786949321 -0.023520339453240093 -0.0052661431558499372 -0.011532065972455721 -0.0057980283387033824 -0.01266082361427507 -0.012795468130864573 -0.011604656879780888 -0.0092381548762735088
|
| 14158 |
+
leaf_weight=4.8354072719812384 9.0065967999398726 6.0097452402114868 5.9964960105717182 5.0414553284645072 8.8262253776192683 7.1882616281509382 6.993391238152979 7.7813044860959053 5.8508014380931854 7.7400795370340338 5.2711109891533914 7.6565360501408568 7.7115442305803308 7.5654448568820944 5.8734305351972571 5.1385539174079922 6.1429347991943386 5.4279137998819342 6.1876241192221633 6.1330688893794996 4.7424961477518126 7.8275368362665168 8.4037623703479749 6.121579132974146 6.1539285182952872 4.6837046593427649 6.2248728945851317
|
| 14159 |
+
leaf_count=15 32 20 20 15 27 28 27 27 21 26 19 30 26 28 21 16 22 21 23 21 26 25 30 23 20 15 27
|
| 14160 |
+
internal_value=-0.0111229 -0.0123454 -0.0146741 -0.0105528 -0.0110719 -0.0134142 -0.00932885 -0.00625479 -0.016853 -0.0128514 -0.0118498 -0.00847241 -0.0113102 -0.0106473 -0.0124901 -0.00708433 -0.00807778 -0.00991417 -0.0104278 -0.0210075 -0.00838884 -0.00909249 -0.00777976 -0.0149422 -0.0101719 -0.00917396 -0.0102542
|
| 14161 |
+
internal_weight=182.536 124.921 54.3346 70.5864 65.751 28.0529 37.6981 14.7747 13.0391 42.1918 34.4517 57.6148 22.9234 22.4455 14.88 35.1693 27.5128 17.882 15.0138 12.1428 12.454 22.3742 14.5467 12.1181 22.3336 16.1797 10.9086
|
| 14162 |
+
internal_count=651 447 191 256 241 99 142 54 49 150 124 204 88 81 53 123 93 73 50 41 52 77 52 43 81 61 42
|
| 14163 |
+
is_linear=0
|
| 14164 |
+
shrinkage=0.01
|
| 14165 |
+
|
| 14166 |
+
|
| 14167 |
+
Tree=745
|
| 14168 |
+
num_leaves=26
|
| 14169 |
+
num_cat=0
|
| 14170 |
+
split_feature=23 24 23 18 30 3 18 23 30 22 3 23 30 24 23 24 30 22 22 18 23 22 30 3 24
|
| 14171 |
+
split_gain=8.44911 8.71143 6.37485 5.70309 5.10947 3.71599 3.03129 2.46455 2.01082 1.98598 1.94328 1.90052 1.88647 2.17711 2.28975 1.8546 1.83271 1.34993 0.851407 0.809219 0.589597 0.484353 0.45347 0.408821 0.797759
|
| 14172 |
+
threshold=-0.001541745059657159 47.048338178114925 -0.01344155018771849 -0.0059524336773107414 132.85183380198438 7662.5000000000009 0.003490412026997403 -0.00945201654248253 36.079468310898328 8075.115329206189 8137.5000000000009 0.0057498998943545853 76.707306387420175 56.866216643006773 0.0017586120180984658 48.867441171088593 48.919194429602591 8115.3613323341588 6941.3062144314208 -0.0071175278622087048 0.012463633007314706 7288.3795296667349 51.226727078256417 7112.5000000000009 35.815755589959998
|
| 14173 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14174 |
+
left_child=1 2 -1 7 9 6 8 -4 -2 16 -11 22 13 14 17 -8 21 -7 -18 -9 -17 -5 -10 -20 -25
|
| 14175 |
+
right_child=5 -3 3 4 -6 12 15 19 11 10 -12 -13 -14 -15 -16 20 18 -19 23 -21 -22 -23 -24 24 -26
|
| 14176 |
+
leaf_value=0.0046370471380694049 -0.0053615509301939614 0.024031062260375526 0.012087244079822951 0.0086755924548875159 0.020118653992063525 0.011321451286807931 0.014577387185194648 0.018464408303984086 0.0041250692068529734 0.018091262809033264 0.011000913837312722 0.00034645888714828496 0.014570300966393984 0.0035407141754021376 0.015254169836332383 0.0089000808465568536 0.0085481742319112059 0.0060902728027837387 0.014475189772434576 0.024263770137755436 0.0046079893852392943 0.0049073752243522341 0.0083163542906375641 0.013850309714424039 0.0089516467122677489
|
| 14177 |
+
leaf_weight=11.048483334481714 2.3522857725620296 6.1743042543530455 4.0646685361862174 5.9137071408331385 6.2573339939117423 9.536834575235849 4.4266805462539223 4.7959719672799102 3.8607437834143656 6.0037253163754967 10.853229664266108 7.0396730229258528 8.0803423840552551 5.6694305017590514 7.0496066696941844 7.5999619439244253 9.9326827488839644 10.21876849234104 5.4509365111589458 4.8283649757504454 5.5287740975618362 8.0602997317910177 7.7899601347744465 6.2050131820142251 7.1610730737447739
|
| 14178 |
+
leaf_count=37 9 30 14 23 23 33 21 17 17 23 37 24 28 24 31 28 39 36 18 23 17 26 28 22 23
|
| 14179 |
+
internal_value=0.0105558 0.0125381 0.0117547 0.0127435 0.0115224 0.00813275 0.00591178 0.0186164 0.00335209 0.0106196 0.0135262 0.00444875 0.0102465 0.00917071 0.0103615 0.00897992 0.00947282 0.00861558 0.0109168 0.0213738 0.0070926 0.00650206 0.00692747 0.0121671 0.0112258
|
| 14180 |
+
internal_weight=175.903 96.7498 90.5755 79.527 65.838 79.1531 38.5981 13.689 21.0427 59.5807 16.857 18.6904 40.555 32.4746 26.8052 17.5554 42.7237 19.7556 28.7497 9.62434 13.1287 13.974 11.6507 18.817 13.3661
|
| 14181 |
+
internal_count=651 355 325 288 234 296 144 54 78 211 60 69 152 124 100 66 151 69 102 40 45 49 45 63 45
|
| 14182 |
+
is_linear=0
|
| 14183 |
+
shrinkage=0.01
|
| 14184 |
+
|
| 14185 |
+
|
| 14186 |
+
Tree=746
|
| 14187 |
+
num_leaves=26
|
| 14188 |
+
num_cat=0
|
| 14189 |
+
split_feature=30 23 30 30 22 24 23 18 15 18 22 30 23 30 23 24 23 22 23 22 23 23 3 24 24
|
| 14190 |
+
split_gain=11.6311 4.53846 3.10205 2.87192 3.13853 2.7946 4.58074 2.6542 2.48541 2.61425 1.80013 1.55046 1.36175 2.22719 1.24554 1.16958 1.03692 1.24399 0.919788 0.760675 0.586028 0.365305 0.311054 0.284426 0.00849159
|
| 14191 |
+
threshold=41.744443788213225 -0.00064780529475405308 240.25541278282478 52.90102292458316 6565.6157388883112 51.92133103388533 0.00089803751474647566 -1.0000000180025095e-35 7593.7500000000009 -0.0061823949852845552 7290.0432024051233 44.785672872624339 0.0015890414181991845 48.216529408516386 -0.0023309865307484328 33.814245302937948 -0.006480717084006978 7114.4491972132801 -0.0042113289400510486 6876.5220687235105 0.010686197182347453 -0.0025441294330941747 8087.5000000000009 55.035530683330244 44.21146075487637
|
| 14192 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14193 |
+
left_child=1 7 3 11 -5 6 8 -1 16 -10 -3 14 13 -13 -2 -11 17 19 -15 -6 23 -18 -12 -7 -17
|
| 14194 |
+
right_child=2 10 -4 4 5 20 -8 -9 9 15 22 12 -14 18 -16 24 21 -19 -20 -21 -22 -23 -24 -25 -26
|
| 14195 |
+
leaf_value=0.0011537768060354168 -0.007825966080194053 0.036342964396746787 0.0084323482267784633 0.0082522468220214001 -0.0023669713840136206 -0.0049196938521615472 0.011006950040446852 0.018191627631494331 0.010255380685243022 0.0050541645277407225 0.02307187618821541 0.011321097764021371 0.01319153998791898 0.0048636578683780287 0.0040955040188402451 -0.0033377584897167378 -0.008846008626701091 -0.0064025354146980355 -0.0042194021320906766 0.0035726995793424034 -0.002451689694560714 -0.0037472262343075237 0.014872531932553633 -0.0087876942635951149 -0.0042254687126403239
|
| 14196 |
+
leaf_weight=2.2767865215428178 1.5440765907987954 0.91079411935061161 5.3452389352023593 3.6358370427042237 4.6746809855103475 3.2703677713870984 3.4479968752712002 1.5279375191312281 3.2181892488151789 2.280821477994321 0.97402663400862344 2.9113280689343792 2.395145567599684 2.1180062461644402 2.0267210383899501 2.0752730797976255 3.5520934518426657 3.9410006823018184 2.3539107339456686 4.001979248598218 3.9751711487770081 2.3248072247952321 0.88131555006839335 4.5403682161122561 2.2414117325097322
|
| 14197 |
+
leaf_count=38 16 21 22 30 27 23 20 21 16 35 18 32 29 17 28 24 26 33 36 20 28 26 23 25 17
|
| 14198 |
+
internal_value=0.00239545 0.0150823 0.00112997 0.000485104 -0.000673545 -0.00141883 0.000124464 0.007996 -0.00120095 0.00286619 0.0248292 0.00458011 0.00663956 0.00451408 -0.00105955 -0.000738177 -0.00335952 -0.00174354 8.25511e-05 0.000372613 -0.00557738 -0.00682901 0.0191771 -0.00716816 -0.0037987
|
| 14199 |
+
internal_weight=72.4453 6.57086 65.8744 60.5292 47.18 43.5442 31.7583 3.80472 28.3103 9.8157 2.76614 13.3492 9.77839 7.38325 3.5708 6.59751 18.4946 12.6177 4.47192 8.67666 11.7859 5.8769 1.85534 7.81074 4.31668
|
| 14200 |
+
internal_count=651 121 530 508 350 320 244 59 224 92 62 158 114 85 44 76 132 80 53 47 76 52 41 48 41
|
| 14201 |
+
is_linear=0
|
| 14202 |
+
shrinkage=0.01
|
| 14203 |
+
|
| 14204 |
+
|
| 14205 |
+
Tree=747
|
| 14206 |
+
num_leaves=27
|
| 14207 |
+
num_cat=0
|
| 14208 |
+
split_feature=24 15 18 18 18 23 18 18 30 18 24 30 30 24 24 30 22 23 18 24 24 23 24 22 23 23
|
| 14209 |
+
split_gain=5.77652 4.99936 5.87475 2.49569 3.18533 2.65158 1.81497 1.71485 1.68282 1.47097 1.39412 1.46246 1.7731 1.32687 1.31642 1.23202 1.20696 0.821403 0.736933 0.69366 0.755645 0.614404 0.566643 0.387366 0.279478 0.149023
|
| 14210 |
+
threshold=49.53571312634103 7681.2500000000009 -0.0032310262031526866 0.0035398340976868785 -0.003824105758825413 -0.00945201654248253 0.0031007826471549653 -0.0029985074895254589 50.180594907425323 0.0033958304506249708 37.359956890574161 64.653674861025749 49.395865355873951 30.416906710317587 53.677637369298701 59.355080220131498 6665.595075721787 -0.002383152516131653 -0.0062015652943099289 61.504614008703165 54.05196408682253 -0.0047821944620043645 47.691033446785845 8090.3144034178913 -0.006293845336380755 -0.0051183738207159022
|
| 14211 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14212 |
+
left_child=1 3 18 4 5 -1 7 21 9 14 13 12 -12 -6 -2 -10 -17 -5 -3 20 -18 -4 23 -9 -13 -25
|
| 14213 |
+
right_child=8 2 6 17 10 -7 -8 22 15 -11 11 24 -14 -15 -16 16 19 -19 -20 -21 -22 -23 -24 25 -26 -27
|
| 14214 |
+
leaf_value=-0.0092102798088904564 -0.0099228628542169049 -0.018080880680397784 -0.017005486971957688 -0.011537119351009522 -0.0061861263693056825 -0.016545270952141599 -0.017068784226799739 -0.0068540816462688585 -0.0034530216701236251 -0.006917936316697665 -0.0077454528385075185 -0.0066293108017005335 0.00063931927499427828 -0.012122288776528409 -0.016002443957273842 -0.0036159770186355105 -0.010365648966587043 -0.016811602659059174 -0.022983526284180815 -0.011390647126050559 -0.0057471639437608711 -0.012507199289308503 -0.012648246616102579 -0.011510702584587298 -0.0098088203445999295 -0.0091443863347368259
|
| 14215 |
+
leaf_weight=9.9251968562603015 8.9958346523344535 6.0574275776743889 6.0224503576755524 5.1296473294496536 5.7262769713997868 9.7893149219453317 7.7588927596807471 5.2603869661688867 7.6560656726360312 7.5778317004442206 4.933519124984743 4.379621319472788 5.1597027704119682 10.996346674859522 5.8959419950842848 5.133107632398608 6.1351654827594784 6.9567260518670064 6.2082904875278455 7.8365232050418845 8.3832146972417814 6.1240206621587259 6.1542263180017462 4.6628410518169394 7.4967941008508205 6.2002935633063307
|
| 14216 |
+
leaf_count=30 32 20 20 19 18 34 26 19 30 28 24 18 20 37 21 16 22 27 21 25 30 23 20 15 29 27
|
| 14217 |
+
internal_value=-0.0109869 -0.0121948 -0.0144709 -0.0104368 -0.00958086 -0.0128525 -0.0126996 -0.0117149 -0.00836732 -0.0105047 -0.0079139 -0.00625783 -0.00345912 -0.0100896 -0.0123299 -0.00700077 -0.0079889 -0.014573 -0.0205624 -0.008993 -0.00769884 -0.0147375 -0.0100668 -0.00908149 -0.00863632 -0.0101601
|
| 14218 |
+
internal_weight=182.556 124.942 54.4488 70.4931 58.4068 19.7145 42.1831 34.4242 57.6137 22.4696 38.6923 21.9696 10.0932 16.7226 14.8918 35.1441 27.488 12.0864 12.2657 22.3549 14.5184 12.1465 22.2777 16.1235 11.8764 10.8631
|
| 14219 |
+
internal_count=651 447 191 256 210 64 150 124 204 81 146 91 44 55 53 123 93 46 41 77 52 43 81 61 47 42
|
| 14220 |
+
is_linear=0
|
| 14221 |
+
shrinkage=0.01
|
| 14222 |
+
|
| 14223 |
+
|
| 14224 |
+
Tree=748
|
| 14225 |
+
num_leaves=26
|
| 14226 |
+
num_cat=0
|
| 14227 |
+
split_feature=23 24 23 23 24 30 18 3 18 24 30 23 30 24 23 24 24 24 30 30 30 23 30 22 24
|
| 14228 |
+
split_gain=8.14618 8.25526 5.36018 5.16828 5.01697 5.5342 4.11914 3.60181 2.97045 2.45063 1.98454 1.86211 1.82785 2.14494 2.20624 1.81114 1.60813 2.55179 1.31998 1.20082 1.08696 0.576946 0.440219 0.324835 0.11447
|
| 14229 |
+
threshold=-0.001541745059657159 45.654473707971142 -0.01344155018771849 -0.0044078353334903696 37.032761384149673 87.423411267133233 -0.0048965643777808534 7662.5000000000009 0.003490412026997403 43.623094981562659 36.079468310898328 0.0057498998943545853 76.707306387420175 56.866216643006773 0.0017586120180984658 48.867441171088593 29.068204591744514 34.686395050080115 48.590324810934639 48.216529408516386 48.361292712630593 0.012463633007314706 51.226727078256417 7218.5341830641173 48.668790171156203
|
| 14230 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14231 |
+
left_child=1 2 -1 -3 5 16 -6 8 10 19 -2 22 13 14 18 -10 -4 -18 24 -8 -5 -17 -12 -21 -9
|
| 14232 |
+
right_child=7 3 4 20 6 -7 9 12 15 -11 11 -13 -14 -15 -16 21 17 -19 -20 23 -22 -23 -24 -25 -26
|
| 14233 |
+
leaf_value=0.0045612475388110705 -0.0053524518015983799 0.027891240845790529 0.016793723585219265 0.012179902929755237 0.016428731434045232 0.021843883605382922 0.0060833512895387236 0.0093783932242721361 0.014400214035506984 0.0016136813475376415 0.004078441005537412 0.00032848073594109731 0.014345000387033891 0.0034612318630415796 0.015006003910545962 0.0087927459417160275 0.0081813435675947826 0.016223722101238531 0.0050039059722532322 0.012316716045176153 0.01822574704045133 0.00454915145869789 0.0082104761228453636 0.0095187283177400085 0.01128122787191381
|
| 14234 |
+
leaf_weight=11.068874590098856 2.354630813002589 4.5293563380837467 6.305412910878661 5.6841838136315328 7.0459459796547881 8.5265873223543149 8.1974051818251663 5.7998897880315834 4.428092326968911 5.094762969762086 3.8530420139431971 7.0383217856287947 8.1152962911874038 5.6868482977151862 7.0921053551137438 7.606811583042143 11.635549798607828 5.9692720957100383 6.9716928377747527 7.411456651985648 6.2362212799489498 5.5350518375635147 7.7935762815177441 9.426806911826132 6.9496435672044754
|
| 14235 |
+
leaf_count=37 9 21 23 20 28 31 33 20 21 20 17 24 28 24 31 28 38 22 25 26 24 17 28 32 24
|
| 14236 |
+
internal_value=0.0104005 0.0123415 0.0110252 0.018798 0.0120529 0.014927 0.00954534 0.00802075 0.00583385 0.00793567 0.00329913 0.00438938 0.0100996 0.00903957 0.0102227 0.00886912 0.0124603 0.0109083 0.00850251 0.00922219 0.0153428 0.00700544 0.00684348 0.0107503 0.0104156
|
| 14237 |
+
internal_weight=176.357 97.1318 80.6821 16.4498 69.6132 32.4368 37.1764 79.225 38.6095 30.1304 21.0396 18.6849 40.6155 32.5002 26.8133 17.57 23.9102 17.6048 19.7212 25.0357 11.9204 13.1419 11.6466 16.8383 12.7495
|
| 14238 |
+
internal_count=651 355 290 65 253 114 139 296 144 111 78 69 152 124 100 66 83 60 69 91 44 45 45 58 44
|
| 14239 |
+
is_linear=0
|
| 14240 |
+
shrinkage=0.01
|
| 14241 |
+
|
| 14242 |
+
|
| 14243 |
+
Tree=749
|
| 14244 |
+
num_leaves=27
|
| 14245 |
+
num_cat=0
|
| 14246 |
+
split_feature=30 24 24 23 30 30 15 30 24 23 15 18 30 30 23 24 24 18 24 24 23 22 30 24 24 24
|
| 14247 |
+
split_gain=11.2543 5.45804 3.57442 5.34302 3.03576 2.81688 3.00757 2.09646 1.873 4.60202 2.79448 2.53614 1.51637 1.7647 2.29386 1.37274 1.15776 1.11829 0.914837 1.04883 0.901663 0.770572 0.335994 0.216983 0.0539836 0.00840251
|
| 14248 |
+
threshold=41.744443788213225 43.623094981562659 45.822078219859456 0.0014293769580569907 240.25541278282478 52.90102292458316 6509.3750000000009 39.361661032735931 51.92133103388533 0.00089803751474647566 7593.7500000000009 -0.0061823949852845552 45.514239211646505 48.216529408516386 0.0015890414181991845 62.506060318999282 33.814245302937948 -0.0030257255332784001 44.243822422377541 36.770198551606263 -0.0042113289400510486 7114.4491972132801 59.65213715587349 55.035530683330244 41.434818940632788 44.21146075487637
|
| 14249 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14250 |
+
left_child=1 -1 -3 7 5 12 -7 -4 9 10 18 -12 17 -14 20 23 -13 -2 19 21 -15 -8 -21 -10 -24 -18
|
| 14251 |
+
right_child=4 2 3 -5 -6 6 8 -9 15 -11 11 16 13 14 -16 -17 25 -19 -20 22 -22 -23 24 -25 -26 -27
|
| 14252 |
+
leaf_value=-0.0071091378895590911 0.0034395102971415503 0.033766961321953309 -0.0076133615442110416 0.024067747010544385 0.0083177743676507484 0.0080726592167121511 0.0013358196767195463 0.013046295634567886 -0.0048995485176110756 0.010678203464546634 0.010063022130199089 0.0050072195811291199 0.013681722643552155 0.0047794960879730857 0.013088129172536303 0.00054772064979753481 -0.0033318449516463854 -0.0071715723490973337 0.0012131444350464999 -0.0039428825292843958 -0.0042099063311837473 -0.0055956990878233978 -0.0075006411312976183 -0.0081830205467567224 -0.0093820747285629467 -0.0042152636505146598
|
| 14253 |
+
leaf_weight=0.97518294700421293 2.7769308099523187 1.2074625231325624 1.0481472311075775 2.5071985794929788 5.3690309170633546 3.6264338167384258 3.5953865405172207 0.92434199433773745 3.2579565644264203 3.503278153948485 3.2397524677217007 2.2900244942866248 2.6637933901511115 2.126269323751329 1.9372843420132992 3.4509170129895201 2.0736135989427567 1.546215884387492 3.0381519999355069 2.4649534747004491 2.3478678569663329 2.8953962735831738 3.5703386422246695 5.2651806324720383 2.6621891539543867 2.2393703497946262
|
| 14254 |
+
leaf_count=23 18 17 35 37 22 26 20 9 23 22 16 35 29 17 20 24 24 38 28 11 36 27 32 30 15 17
|
| 14255 |
+
internal_value=0.00236243 0.0147488 0.0184968 0.0143809 0.00111096 0.000472146 -0.000677144 0.00206811 -0.0014058 -0.000128606 -0.00147739 0.00281627 0.00451857 0.00684049 0.00399812 -0.00477344 -0.000739336 -0.000355648 -0.00379608 -0.00479809 6.21778e-05 -0.00175618 -0.00706822 -0.00692792 -0.00830428 -0.00379053
|
| 14256 |
+
internal_weight=72.6027 6.66233 5.68715 4.47969 65.9403 60.5713 47.1729 1.97249 43.5465 31.5725 28.0692 9.84276 13.3984 9.07521 6.41142 11.9741 6.60301 4.32315 18.2264 15.1883 4.47414 6.49078 8.69748 8.52314 6.23253 4.31298
|
| 14257 |
+
internal_count=651 121 98 81 530 508 350 44 324 247 225 92 158 102 73 77 76 56 133 105 53 47 58 53 47 41
|
| 14258 |
+
is_linear=0
|
| 14259 |
+
shrinkage=0.01
|
| 14260 |
+
|
| 14261 |
+
|
| 14262 |
+
Tree=750
|
| 14263 |
+
num_leaves=27
|
| 14264 |
+
num_cat=0
|
| 14265 |
+
split_feature=24 15 18 18 18 23 18 18 30 18 24 30 30 24 24 30 22 23 18 24 24 23 24 22 23 23
|
| 14266 |
+
split_gain=5.64426 4.8073 5.52361 2.41379 3.10061 2.53619 1.75404 1.64707 1.63345 1.44662 1.35231 1.44477 1.7647 1.31731 1.27727 1.21591 1.17948 0.796255 0.689098 0.669357 0.729043 0.576621 0.548229 0.384858 0.274964 0.150102
|
| 14267 |
+
threshold=49.53571312634103 7681.2500000000009 -0.0032310262031526866 0.0035398340976868785 -0.003824105758825413 -0.00945201654248253 0.0031007826471549653 -0.0029985074895254589 50.180594907425323 0.0033958304506249708 37.359956890574161 64.653674861025749 49.395865355873951 30.416906710317587 53.677637369298701 59.355080220131498 6665.595075721787 -0.002383152516131653 -0.0062015652943099289 61.504614008703165 54.05196408682253 -0.0047821944620043645 47.691033446785845 8090.3144034178913 -0.006293845336380755 -0.0051183738207159022
|
| 14268 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14269 |
+
left_child=1 3 18 4 5 -1 7 21 9 14 13 12 -12 -6 -2 -10 -17 -5 -3 20 -18 -4 23 -9 -13 -25
|
| 14270 |
+
right_child=8 2 6 17 10 -7 -8 22 15 -11 11 24 -14 -15 -16 16 19 -19 -20 -21 -22 -23 -24 25 -26 -27
|
| 14271 |
+
leaf_value=-0.0091333733040752929 -0.0098025469791706305 -0.017755750450986495 -0.016728541629529119 -0.011395514346514471 -0.0060805075040420969 -0.016305720938416712 -0.016840699646644329 -0.006767786236437149 -0.0033932096314769284 -0.0068155003834827624 -0.00770203443713243 -0.0065690361147379105 0.00067552540805993584 -0.012000324156490954 -0.015786564427907698 -0.0035744068261365702 -0.010238523446024777 -0.016587812539958887 -0.022475187610614161 -0.011245145316327705 -0.0056985536347252874 -0.012374957689316311 -0.012501553497829998 -0.011427640415247773 -0.0097299164749585585 -0.0090477440355601641
|
| 14272 |
+
leaf_weight=9.904446870088579 8.9809711202979106 6.0987182185053825 6.0497962050139904 5.1263372972607613 5.7167639657855061 9.8164858184754831 7.7780409157276145 5.2463914081454339 7.656896360218524 7.5902000218629828 4.9071281850338 4.3593392148613912 5.1566968858242035 10.976348355412481 5.9169531241059294 5.1279401406645801 6.1297335624694851 6.967983350157736 6.2793502956628782 7.8453663587570182 8.362729035317896 6.1196545474231225 6.1491475701332083 4.6393691003322592 7.4643197692930698 6.1808457821607581
|
| 14273 |
+
leaf_count=30 32 20 20 19 18 34 26 19 30 28 24 18 20 37 21 16 22 27 21 25 30 23 20 15 29 27
|
| 14274 |
+
internal_value=-0.0108539 -0.012048 -0.0142765 -0.0103214 -0.009478 -0.0127036 -0.0125522 -0.0115822 -0.00826449 -0.0103688 -0.00782922 -0.00619419 -0.00340938 -0.00997301 -0.0121792 -0.00691713 -0.00789952 -0.014387 -0.0201499 -0.00889241 -0.00761878 -0.0145393 -0.0099623 -0.00899046 -0.00856451 -0.0100682
|
| 14275 |
+
internal_weight=182.548 124.937 54.5413 70.3958 58.3015 19.7209 42.1632 34.3852 57.6108 22.4881 38.5806 21.8875 10.0638 16.6931 14.8979 35.1227 27.4658 12.0943 12.3781 22.3378 14.4925 12.1695 22.2158 16.0666 11.8237 10.8202
|
| 14276 |
+
internal_count=651 447 191 256 210 64 150 124 204 81 146 91 44 55 53 123 93 46 41 77 52 43 81 61 47 42
|
| 14277 |
+
is_linear=0
|
| 14278 |
+
shrinkage=0.01
|
| 14279 |
+
|
| 14280 |
+
|
| 14281 |
+
Tree=751
|
| 14282 |
+
num_leaves=25
|
| 14283 |
+
num_cat=0
|
| 14284 |
+
split_feature=23 24 23 23 24 30 18 3 18 24 30 24 23 24 24 24 30 23 30 30 30 23 22 24
|
| 14285 |
+
split_gain=7.85888 7.8646 5.24045 4.86021 4.79174 5.25505 3.87313 3.49879 2.90199 2.43416 1.77307 2.11707 2.12538 1.76173 1.54979 2.48314 1.53161 1.84868 1.30844 1.17733 1.03264 0.56557 0.315704 0.114335
|
| 14286 |
+
threshold=-0.001541745059657159 45.654473707971142 -0.01344155018771849 -0.0044078353334903696 37.032761384149673 87.423411267133233 -0.0048965643777808534 7662.5000000000009 0.003490412026997403 43.623094981562659 76.707306387420175 56.866216643006773 0.0017586120180984658 48.867441171088593 29.068204591744514 34.686395050080115 49.958370411454347 0.0057498998943545853 48.590324810934639 48.216529408516386 48.361292712630593 0.012463633007314706 7218.5341830641173 48.668790171156203
|
| 14287 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14288 |
+
left_child=1 2 -1 -3 5 14 -6 8 16 19 11 12 18 -10 -4 -16 -2 -18 23 -8 -5 -15 -21 -9
|
| 14289 |
+
right_child=7 3 4 20 6 -7 9 10 13 -11 -12 -13 -14 21 15 -17 17 -19 -20 22 -22 -23 -24 -25
|
| 14290 |
+
leaf_value=0.0044785685850587797 -0.0012421937255353514 0.027146822380297909 0.016507090540919599 0.011984310944425841 0.016055359208309288 0.021371757234805892 0.0060257019506585602 0.0092680089537315706 0.0142082648423815 0.0015623431570733828 0.014129748371969833 0.0033813096364235383 0.014766725738617261 0.0086859803062748295 0.0080527842441207691 0.015973338361847559 0.0077750949187286788 0.00075136684735145664 0.0049158240364852081 0.012200957328675726 0.017857916675130831 0.0044865262077832127 0.0094383220743089816 0.011173398849928125
|
| 14291 |
+
leaf_weight=11.090608432888983 5.5790774822235134 4.6091690845787552 6.3471138216555145 5.7045886069536191 7.1208969354629508 8.6228299736976606 8.1633859686553532 5.779141113162046 4.4296471029520061 5.1060719415545455 8.1488105431199056 5.7043004967272273 7.1328912936151019 7.6127269342541677 11.645104244351389 5.9962249211966983 9.0617251843214017 6.3897962272167197 6.9766132757067671 7.3955650366842773 6.2976375259459019 5.5414583683013916 9.3866326063871366 6.9206087365746498
|
| 14292 |
+
leaf_count=37 22 21 23 20 28 31 33 20 21 20 28 24 31 28 38 22 34 22 25 26 24 17 32 24
|
| 14293 |
+
internal_value=0.0102496 0.0121511 0.0108638 0.0184182 0.0118786 0.0146763 0.00942424 0.00791142 0.00575562 0.00785297 0.00995864 0.00891324 0.0100903 0.00875369 0.0122696 0.010745 0.00324891 0.00487051 0.00839503 0.00914058 0.0150662 0.00691688 0.0106558 0.0103063
|
| 14294 |
+
internal_weight=176.763 97.4858 80.8744 16.6114 69.7838 32.6113 37.1726 79.2768 38.6144 30.0517 40.6624 32.5136 26.8093 17.5838 23.9884 17.6413 21.0306 15.4515 19.6764 24.9456 12.0022 13.1542 16.7822 12.6997
|
| 14295 |
+
internal_count=651 355 290 65 253 114 139 296 144 111 152 124 100 66 83 60 78 56 69 91 44 45 58 44
|
| 14296 |
+
is_linear=0
|
| 14297 |
+
shrinkage=0.01
|
| 14298 |
+
|
| 14299 |
+
|
| 14300 |
+
Tree=752
|
| 14301 |
+
num_leaves=29
|
| 14302 |
+
num_cat=0
|
| 14303 |
+
split_feature=30 23 30 30 22 24 23 18 15 18 22 30 23 23 22 30 24 23 24 23 22 22 23 15 23 24 30 24
|
| 14304 |
+
split_gain=10.8867 4.02862 2.96669 2.76267 3.04358 2.72771 4.3738 2.5281 2.38362 2.45991 1.65426 1.48549 1.3035 2.66169 2.71277 3.89896 1.87371 1.22326 1.14935 1.02477 1.22049 0.737398 0.578499 0.438559 0.361054 0.283129 0.148243 0.00839203
|
| 14305 |
+
threshold=41.744443788213225 -0.00064780529475405308 240.25541278282478 52.90102292458316 6565.6157388883112 51.92133103388533 0.00089803751474647566 -1.0000000180025095e-35 7593.7500000000009 -0.0061823949852845552 7290.0432024051233 44.785672872624339 -0.0076797452035647033 -0.0060052568043933996 7212.4961197530165 48.919194429602591 42.598107802541683 -0.0023309865307484328 33.814245302937948 -0.006480717084006978 7114.4491972132801 6876.5220687235105 0.010686197182347453 8071.8750000000009 -0.0025441294330941747 55.035530683330244 39.890822108743372 44.21146075487637
|
| 14306 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14307 |
+
left_child=1 7 3 11 -5 6 8 -1 19 -10 -3 17 -13 -14 -15 16 -16 -2 -11 20 21 -6 25 -17 -21 -7 -12 -20
|
| 14308 |
+
right_child=2 10 -4 4 5 22 -8 -9 9 18 26 12 13 14 15 23 -18 -19 27 24 -22 -23 -24 -25 -26 -27 -28 -29
|
| 14309 |
+
leaf_value=0.0010618094359864825 -0.0078178866221672322 0.034088129035610745 0.008201479740688326 0.0080662756455854127 -0.0023377114405499742 -0.0048793343160090184 0.010651037882886703 0.017548715465216348 0.0098748164760292818 0.0049700610681546846 0.015046549154283771 0.016467435383296189 -0.0078848167124800778 0.018244658291054216 0.021518041004131204 -0.0074810112468594002 0.0048891620280968866 0.0040100382378672195 -0.0033294621404808956 -0.008809299180884118 -0.0063595988829035464 0.0035110661153774305 -0.0024344884783208203 0.00035174713237857101 -0.0037198540742190774 -0.0087537558347776535 0.020598825007240373 -0.0042127739020983322
|
| 14310 |
+
leaf_weight=2.2964508498553191 1.5324593279510739 0.95883538294583504 5.3931813258677712 3.6703365156427017 4.6547970548272115 3.2454562708735448 3.4990084301680318 1.563156292773783 3.2589228842407465 2.2974297017790359 0.89696176361758251 1.1497217416763295 1.3298715315759162 1.7786716944538055 1.2730683684349062 1.6099666645750406 1.4486835007555781 2.0361536112613967 2.0719289118424058 3.5192677713930607 3.909163510426878 4.0149043183773756 3.9646865762770176 1.2856480637565253 2.3080746363848545 4.5031960494816303 1.0366259571164844 2.236653994768858
|
| 14311 |
+
leaf_count=38 16 21 22 30 27 23 20 21 16 35 33 8 10 12 7 28 34 28 24 26 33 20 28 15 26 25 8 17
|
| 14312 |
+
internal_value=0.0023317 0.0144259 0.00109426 0.000461718 -0.000678386 -0.0014165 0.000104284 0.00773907 -0.00120105 0.00276522 0.0233487 0.00446048 0.00645865 0.0051399 0.00748186 0.00407394 0.0126671 -0.00106919 -0.000742136 -0.00332679 -0.0017208 0.000370834 -0.00554133 -0.00400328 -0.00679349 -0.00713099 0.0180232 -0.003788
|
| 14313 |
+
internal_weight=72.7433 6.75203 65.9913 60.5981 47.1538 43.4835 31.7702 3.85961 28.2711 9.86494 2.89242 13.4442 9.87563 8.72591 7.39604 5.61737 2.72175 3.56861 6.60601 18.4062 12.5789 8.6697 11.7133 2.89561 5.82734 7.74865 1.93359 4.30858
|
| 14314 |
+
internal_count=651 121 530 508 350 320 244 59 224 92 62 158 114 106 96 84 41 44 76 132 80 47 76 43 52 48 41 41
|
| 14315 |
+
is_linear=0
|
| 14316 |
+
shrinkage=0.01
|
| 14317 |
+
|
| 14318 |
+
|
| 14319 |
+
Tree=753
|
| 14320 |
+
num_leaves=28
|
| 14321 |
+
num_cat=0
|
| 14322 |
+
split_feature=24 15 18 24 30 23 30 30 3 18 18 30 18 18 24 30 22 18 24 23 24 24 18 23 24 22 23
|
| 14323 |
+
split_gain=5.516 4.62604 5.20624 2.45579 2.55397 2.666 2.24173 2.50193 1.74305 1.69993 1.58332 1.58247 1.42645 1.37593 1.24279 1.19664 1.15449 0.890772 0.856443 0.716897 0.648944 0.703911 0.647741 0.541663 0.530605 0.383227 0.151288
|
| 14324 |
+
threshold=49.53571312634103 7681.2500000000009 -0.0032310262031526866 24.08158702319972 76.707306387420175 -0.0066530719560520318 57.803557578882369 66.23664816165423 7062.5000000000009 0.0031007826471549653 -0.0029985074895254589 50.180594907425323 0.0033958304506249708 -0.0066448116383544522 53.677637369298701 59.355080220131498 6665.595075721787 0.0033167587071790687 36.198268616509175 -0.0049308754146779486 61.504614008703165 54.05196408682253 -0.0062015652943099289 -0.0047821944620043645 47.691033446785845 8090.3144034178913 -0.0051183738207159022
|
| 14325 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14326 |
+
left_child=1 3 22 -1 6 18 13 -8 -7 10 23 12 14 -5 -2 -13 -17 19 -6 -15 21 -18 -3 -4 25 -12 -27
|
| 14327 |
+
right_child=11 2 9 4 5 8 7 -9 -10 -11 24 15 -14 17 -16 16 20 -19 -20 -21 -22 -23 -24 -25 -26 26 -28
|
| 14328 |
+
leaf_value=-0.0032996821083195382 -0.0096837235087777265 -0.017445289800551555 -0.016461176364124093 -0.015567462221774849 -0.012112481425996493 -0.019567671138397739 -0.00162850421166689 -0.0098804262456703585 -0.012222187780559461 -0.016624866178882848 -0.0066795646913448917 -0.0033415099397165414 -0.0067107015749910204 -0.010065958895072271 -0.015583135260941404 -0.0035317207965876096 -0.010114181388917591 -0.013055651650534784 -0.0072457785446184506 -0.005091975172731248 -0.01111035762393494 -0.0056494863613542005 -0.022001842321802009 -0.01224518252251275 -0.012357318957719274 -0.011347078100202338 -0.0089526555822100704
|
| 14329 |
+
leaf_weight=4.7927401065826407 8.9640924781560916 6.1374648883938789 6.0751021020114422 5.0723048448562613 8.8004802167415637 7.2530799061059934 6.9841206632554513 7.7528465054929256 5.824901707470417 7.7940790504217139 5.2316775843501153 7.6536888852715483 7.603080801665782 7.6198237687349328 5.9352747872471801 5.1223899200558689 6.1235960721969631 5.3721027597784987 6.1380407810211173 4.6757623516023203 7.852044701576232 8.34172475337982 6.3452491015195829 6.114616643637417 6.143290936946868 4.6158238202333441 6.160743609070777
|
| 14330 |
+
leaf_count=15 32 20 20 15 27 28 27 27 21 26 19 30 28 26 21 16 22 21 23 26 25 30 21 23 20 15 27
|
| 14331 |
+
internal_value=-0.0107254 -0.011906 -0.0140891 -0.0102095 -0.0107152 -0.0129991 -0.00900777 -0.00596969 -0.016296 -0.0124087 -0.0114518 -0.00816524 -0.0102352 -0.0109766 -0.0120338 -0.00683793 -0.00781317 -0.00965865 -0.0101128 -0.00817445 -0.00879587 -0.00753952 -0.0197615 -0.0143463 -0.00985896 -0.00890019 -0.00997824
|
| 14332 |
+
internal_weight=182.5 124.904 54.618 70.2862 65.4935 28.0165 37.477 14.737 13.078 42.1353 34.3413 57.5959 22.5024 22.74 14.8994 35.0934 27.4398 17.6677 14.9385 12.2956 22.3174 14.4653 12.4827 12.1897 22.1515 16.0082 10.7766
|
| 14333 |
+
internal_count=651 447 191 256 241 99 142 54 49 150 124 204 81 88 53 123 93 73 50 52 77 52 41 43 81 61 42
|
| 14334 |
+
is_linear=0
|
| 14335 |
+
shrinkage=0.01
|
| 14336 |
+
|
| 14337 |
+
|
| 14338 |
+
Tree=754
|
| 14339 |
+
num_leaves=25
|
| 14340 |
+
num_cat=0
|
| 14341 |
+
split_feature=23 24 23 18 30 3 18 22 30 24 23 24 30 3 15 30 23 30 18 22 23 22 23 24
|
| 14342 |
+
split_gain=7.5896 7.50496 5.91829 5.10042 4.59122 3.39682 2.83584 1.75778 1.71906 2.08957 2.04673 1.71389 1.65136 1.6189 1.55566 1.51078 1.81158 1.29687 1.26312 0.785899 0.555174 0.491012 0.359886 0.114434
|
| 14343 |
+
threshold=-0.001541745059657159 47.048338178114925 -0.013085572838778632 -0.0059524336773107414 132.85183380198438 7662.5000000000009 0.003490412026997403 8075.115329206189 76.707306387420175 56.866216643006773 0.0017586120180984658 48.867441171088593 48.919194429602591 8137.5000000000009 7259.3750000000009 49.958370411454347 0.0057498998943545853 48.590324810934639 -0.0071175278622087048 6941.3062144314208 0.012463633007314706 7288.3795296667349 -0.0067536723557161879 48.668790171156203
|
| 14344 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14345 |
+
left_child=1 2 18 14 7 6 15 12 9 10 17 -8 21 -9 -4 -2 -17 23 -1 -14 -13 -5 -21 -7
|
| 14346 |
+
right_child=5 -3 3 4 -6 8 11 13 -10 -11 -12 20 19 -15 -16 16 -18 -19 -20 22 -22 -23 -24 -25
|
| 14347 |
+
leaf_value=0.0081901993818583527 -0.0012635840266979892 0.022399281865973331 0.012881366570499821 0.0084870298339106316 0.019130416466889077 0.0091586193830370394 0.014020855480367099 0.016999708431847397 0.01391728835485667 0.0033029546872835307 0.01453152462999986 0.0085829537460918679 0.0081871874978735621 0.010586435968913356 0.020122260970189206 0.0076858130154066487 0.00073265896440726506 0.0048298394491979339 0.0016220296791411171 0.010081636659839478 0.0044240571879189108 0.0046798495249514363 0.012869671269650327 0.011068543173772585
|
| 14348 |
+
leaf_weight=5.389623835682869 5.5723777711391476 6.4411154650151721 4.3768605813384047 5.8557876758277407 6.3720393404364577 5.7585007995367103 4.4310224093496826 6.1832135878503349 8.1802740059792978 5.7216518111526957 7.1727361455559722 7.6184142008423787 9.8073306903243083 10.830221198499201 9.2118449211120588 9.0602667108178121 6.3896975666284552 6.9812176153063765 6.410277456045149 8.097755357623095 5.5466688573360443 8.0367830991744977 10.811082500964408 6.891172930598259
|
| 14349 |
+
leaf_count=18 22 30 16 23 23 20 21 23 28 24 31 28 38 37 36 34 22 25 22 26 17 26 37 24
|
| 14350 |
+
internal_value=0.0101025 0.0119664 0.0112311 0.012211 0.0110622 0.00780394 0.00567941 0.0102 0.00981954 0.00878893 0.00996 0.00864134 0.00911497 0.0129172 0.01779 0.00320021 0.00481017 0.00828966 0.00462205 0.0104843 0.00683074 0.00628459 0.0116757 0.0101991
|
| 14351 |
+
internal_weight=177.148 97.8239 91.3828 79.5829 65.9942 79.324 38.6184 59.6222 40.7056 32.5253 26.8036 17.5961 42.6087 17.0134 13.5887 21.0223 15.45 19.6309 11.7999 28.7162 13.1651 13.8926 18.9088 12.6497
|
| 14352 |
+
internal_count=651 355 325 285 233 296 144 210 152 124 100 66 150 60 52 78 56 69 40 101 45 49 63 44
|
| 14353 |
+
is_linear=0
|
| 14354 |
+
shrinkage=0.01
|
| 14355 |
+
|
| 14356 |
+
|
| 14357 |
+
Tree=755
|
| 14358 |
+
num_leaves=25
|
| 14359 |
+
num_cat=0
|
| 14360 |
+
split_feature=30 24 22 30 30 22 24 23 15 15 18 30 15 30 23 30 23 22 23 22 23 23 23 24
|
| 14361 |
+
split_gain=10.5379 6.91627 3.02792 2.95245 2.46723 2.99255 2.69504 4.27221 2.33147 2.41036 2.04087 1.93641 1.63822 1.47484 1.26777 2.10348 1.01604 1.20834 0.880426 0.722677 0.612987 0.574349 0.35851 0.282299
|
| 14362 |
+
threshold=42.214346157437845 43.623094981562659 8043.2847830702431 240.25541278282478 52.90102292458316 6565.6157388883112 51.92133103388533 0.00089803751474647566 7593.7500000000009 8084.3750000000009 -0.0061823949852845552 44.785672872624339 8078.1250000000009 35.760057393879158 0.0015890414181991845 48.216529408516386 -0.006480717084006978 7114.4491972132801 -0.0042113289400510486 6876.5220687235105 -0.0055010445523196718 0.010686197182347453 -0.0025441294330941747 55.035530683330244
|
| 14363 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14364 |
+
left_child=1 -1 13 4 11 -6 7 8 16 10 -10 -2 -4 -3 15 -13 17 19 -17 -7 -12 23 -18 -8
|
| 14365 |
+
right_child=3 2 12 -5 5 6 21 -9 9 -11 20 14 -14 -15 -16 18 22 -19 -20 -21 -22 -23 -24 -25
|
| 14366 |
+
leaf_value=-0.007621038892497909 -0.0028420049440209213 0.032017237424228857 0.0041141246064971167 0.0080891320833920092 0.0079677033270092509 -0.0023187978295614391 -0.0048592257468041992 0.01047766638872864 0.012568453770880353 -0.0045007137741310587 -0.0028789698173981209 0.010861664136076928 0.018609334053332462 0.018113397700810024 0.012606162675298595 0.0046471324905515326 -0.0087874248437805561 -0.0063367110350605388 -0.0042248970519863588 0.0034714499770517665 0.0050679019854068044 -0.0024260931414532036 -0.0037033570618609031 -0.0087361829080381762
|
| 14367 |
+
leaf_weight=1.2766168005764473 2.9554413529112926 1.5186469159089031 1.63446551701054 5.4166167415678492 3.6890000714920452 4.6426130719482881 3.2329784817993623 3.5242804549634448 2.8258601576089859 3.1523462887853384 1.7972912332043054 2.964164652861653 1.4908950816607101 1.5330675481818614 2.4593995651230216 2.1375363711267701 3.4973374120891094 3.8939840588718644 2.3462938014417896 4.0236314721405506 2.1103543378412706 3.9588735066354275 2.2986080162227251 4.481696005910635
|
| 14368 |
+
leaf_count=24 39 26 20 22 30 27 23 20 12 35 22 32 32 24 29 17 26 33 36 20 23 28 26 25
|
| 14369 |
+
internal_value=0.00230232 0.013568 0.0179472 0.00101853 0.000380124 -0.000679334 -0.00141366 9.62714e-05 -0.00119921 0.00271596 0.00609451 0.00426193 0.0110288 0.0250325 0.00638108 0.0043255 -0.00330775 -0.00170956 4.58647e-06 0.000369543 0.0014128 -0.00552251 -0.00677114 -0.00711147
|
| 14370 |
+
internal_weight=72.862 7.45369 6.17708 65.4083 59.9917 47.1289 43.4399 31.7663 28.242 9.88585 6.73351 12.8628 3.12536 3.05171 9.90739 7.44799 18.3562 12.5602 4.48383 8.66624 3.90765 11.6735 5.79595 7.71467
|
| 14371 |
+
internal_count=651 126 102 525 503 350 320 244 224 92 57 153 52 50 114 85 132 80 53 47 45 76 52 48
|
| 14372 |
+
is_linear=0
|
| 14373 |
+
shrinkage=0.01
|
| 14374 |
+
|
| 14375 |
+
|
| 14376 |
+
Tree=756
|
| 14377 |
+
num_leaves=27
|
| 14378 |
+
num_cat=0
|
| 14379 |
+
split_feature=24 15 18 24 30 23 30 30 3 18 30 18 18 18 24 30 22 18 24 23 23 23 24 22 23 23
|
| 14380 |
+
split_gain=5.38904 4.43323 4.87982 2.40546 2.50274 2.5945 2.21587 2.47121 1.68218 1.64208 1.53648 1.52456 1.4054 1.31695 1.21431 1.18192 1.13028 0.871248 0.842644 0.705392 0.635926 0.519074 0.511441 0.379995 0.335291 0.150747
|
| 14381 |
+
threshold=49.53571312634103 7681.2500000000009 -0.0032310262031526866 24.08158702319972 76.707306387420175 -0.0066530719560520318 57.803557578882369 66.23664816165423 7062.5000000000009 0.0031007826471549653 50.180594907425323 -0.0029985074895254589 0.0033958304506249708 -0.0066448116383544522 53.677637369298701 59.355080220131498 6665.595075721787 0.0033167587071790687 36.198268616509175 -0.0049308754146779486 0.0078779141715499251 -0.0047821944620043645 47.691033446785845 8090.3144034178913 -0.0073611101130831051 -0.0051183738207159022
|
| 14382 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14383 |
+
left_child=1 3 24 -1 6 18 13 -8 -7 11 12 21 14 -5 -2 -12 -17 19 -6 -15 -18 -4 23 -13 -3 -25
|
| 14384 |
+
right_child=10 2 9 4 5 8 7 -9 -10 -11 15 22 -14 17 -16 16 20 -19 -20 -21 -22 -23 -24 25 -26 -27
|
| 14385 |
+
leaf_value=-0.003257447242106895 -0.0095634274193192922 -0.017762922938938198 -0.016225387221299892 -0.015358058183401555 -0.011996383338039734 -0.01931998965462323 -0.0015744405097396922 -0.0097797015559703115 -0.012102579724488551 -0.016405254789294461 -0.0032832669876826392 -0.0066003545578972372 -0.0066109841186063811 -0.0099867016866677216 -0.0153919657430771 -0.0034896227628354766 -0.0068596628685119593 -0.012942716298658593 -0.0071636550445385886 -0.0050438234764728631 -0.01025003488582024 -0.012101228335442884 -0.012209632446942975 -0.011259531667405563 -0.021027504199613904 -0.0088639831591740409
|
| 14386 |
+
leaf_weight=4.7847594767808905 8.9470436014235037 6.4223235845565796 6.0942531526088715 5.0772986710071555 8.788215711712839 7.2711561396718007 6.9803197905421239 7.7409755699336529 5.8094357922673225 7.8078069537878028 7.6516564413905135 5.2219137772917774 7.6145842522382727 7.5897429734468469 5.9525855705142012 5.1168078333139446 10.186164826154711 5.3525476902723303 6.120790719985961 4.659731719642882 12.109231382608412 6.1130434870719892 6.1378927230834952 4.5932122319936708 6.1670798733830434 6.136124640703204
|
| 14387 |
+
leaf_count=15 32 20 20 15 27 28 27 27 21 26 30 19 28 26 21 16 38 21 23 26 39 23 20 15 21 27
|
| 14388 |
+
internal_value=-0.0105982 -0.0117653 -0.0138996 -0.0101018 -0.0106027 -0.0128641 -0.00891022 -0.00588906 -0.0161145 -0.0122663 -0.00806727 -0.011324 -0.0101059 -0.0108713 -0.011892 -0.00675829 -0.00772829 -0.00957707 -0.0100123 -0.00810642 -0.00870107 -0.0141601 -0.00975664 -0.00881275 -0.0193621 -0.00988951
|
| 14389 |
+
internal_weight=182.447 124.869 54.6937 70.175 65.3902 27.9896 37.4006 14.7213 13.0806 42.1042 57.5781 34.2964 22.5142 22.6793 14.8996 35.0639 27.4122 17.602 14.909 12.2495 22.2954 12.2073 22.0891 15.9513 12.5894 10.7293
|
| 14390 |
+
internal_count=651 447 191 256 241 99 142 54 49 150 204 124 81 88 53 123 93 73 50 52 77 43 81 61 41 42
|
| 14391 |
+
is_linear=0
|
| 14392 |
+
shrinkage=0.01
|
| 14393 |
+
|
| 14394 |
+
|
| 14395 |
+
Tree=757
|
| 14396 |
+
num_leaves=25
|
| 14397 |
+
num_cat=0
|
| 14398 |
+
split_feature=23 24 23 30 23 3 18 24 23 18 23 24 30 24 23 30 23 15 30 30 24 24 23 24
|
| 14399 |
+
split_gain=7.33534 7.18628 5.00837 4.4843 4.42506 3.29882 2.7806 2.55703 2.54656 2.39308 2.16633 1.67418 1.66782 2.06282 1.97082 1.49028 1.77257 1.40227 1.28603 0.936628 0.841737 0.75286 0.543416 0.11439
|
| 14400 |
+
threshold=-0.001541745059657159 45.654473707971142 -0.01344155018771849 76.707306387420175 -0.0044078353334903696 7662.5000000000009 0.003490412026997403 37.359956890574161 -0.0041855472799566312 -0.0048965643777808534 -0.009558610576444802 48.867441171088593 76.707306387420175 56.866216643006773 0.0017586120180984658 49.958370411454347 0.0057498998943545853 7296.8750000000009 48.590324810934639 48.361292712630593 30.416906710317587 42.369257056682592 0.012463633007314706 48.668790171156203
|
| 14401 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14402 |
+
left_child=1 2 -1 8 -3 6 15 10 9 -4 -5 -8 13 14 18 -2 -17 -11 23 -6 -19 -10 -13 -7
|
| 14403 |
+
right_child=5 4 3 7 19 12 11 -9 21 17 -12 22 -14 -15 -16 16 -18 20 -20 -21 -22 -23 -24 -25
|
| 14404 |
+
leaf_value=0.0043219556304559667 -0.0012852561954692573 0.025904664998195884 0.016118488805067895 0.014191621033885176 0.011591692341289267 0.0090528263936805308 0.013853274160542238 0.010733765103139685 0.0082599210525068582 0.0067243723202841657 0.02207917639352059 0.0084809749987778699 0.013710983907369322 0.0032260979438699174 0.014301452979032143 0.0075933079999235941 0.00071525505516348081 0.014795517723712919 0.0047451990125671967 0.017148930531088537 0.0099754253045638373 0.0036984448011975254 0.0043680498736925963 0.010966130181309998
|
| 14405 |
+
leaf_weight=11.133937977254389 5.5704586431384113 4.7479048445820835 8.086360156536097 7.4804931096732625 5.7519327700138074 5.7379584312439018 4.4314589276909855 7.853820025920867 9.0157058462500554 9.0823954567313248 6.5145430117845544 7.6236750110983831 8.2103558946400863 5.7386825308203688 7.212056625634431 9.057575870305298 6.3905159384012213 5.540467411279681 6.985231287777423 6.4156121909618378 10.468360707163809 6.0438996329903594 5.5517729371786118 6.8612878397107124
|
| 14406 |
+
leaf_count=37 22 21 31 25 20 20 21 27 33 34 27 28 28 24 31 34 22 16 25 24 35 25 17 24
|
| 14407 |
+
internal_value=0.00995901 0.0117872 0.0105522 0.011542 0.0177168 0.00769861 0.00560473 0.0153004 0.00983962 0.0113876 0.0178632 0.00853624 0.00968354 0.0086672 0.00983246 0.00314904 0.00474802 0.00986296 0.00818673 0.0145219 0.0116436 0.00642926 0.0067479 0.0100948
|
| 14408 |
+
internal_weight=177.506 98.1354 81.22 70.086 16.9154 79.371 38.6255 21.8489 48.2372 33.1776 13.995 17.6069 40.7456 32.5352 26.7965 21.0186 15.4481 25.0912 19.5845 12.1675 16.0088 15.0596 13.1754 12.5992
|
| 14409 |
+
internal_count=651 355 290 253 65 296 144 79 174 116 52 66 152 124 100 78 56 85 69 44 51 58 45 44
|
| 14410 |
+
is_linear=0
|
| 14411 |
+
shrinkage=0.01
|
| 14412 |
+
|
| 14413 |
+
|
| 14414 |
+
Tree=758
|
| 14415 |
+
num_leaves=28
|
| 14416 |
+
num_cat=0
|
| 14417 |
+
split_feature=30 24 30 22 30 22 24 23 15 15 18 30 15 30 23 23 22 30 24 23 22 22 23 24 15 23 24
|
| 14418 |
+
split_gain=10.2108 6.65832 2.89084 2.84782 2.42241 2.93412 2.66066 4.17329 2.28895 2.35719 1.98451 1.89299 1.56669 1.36961 1.24642 2.60573 2.6249 3.79284 1.80397 1.00679 1.19322 0.708407 0.601164 0.571197 0.432416 0.357057 0.215758
|
| 14419 |
+
threshold=42.214346157437845 43.623094981562659 240.25541278282478 8043.2847830702431 52.90102292458316 6565.6157388883112 51.92133103388533 0.00089803751474647566 7593.7500000000009 8084.3750000000009 -0.0061823949852845552 44.785672872624339 8078.1250000000009 35.760057393879158 -0.0076797452035647033 -0.0060052568043933996 7212.4961197530165 48.919194429602591 42.598107802541683 -0.006480717084006978 7114.4491972132801 6876.5220687235105 -0.0055010445523196718 62.506060318999282 8071.8750000000009 -0.0025441294330941747 55.035530683330244
|
| 14420 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14421 |
+
left_child=1 -1 4 13 11 -6 7 8 19 10 -10 -2 -5 -3 -13 -16 -17 18 -18 20 21 -7 -12 26 -19 -21 -8
|
| 14422 |
+
right_child=2 3 -4 12 5 6 23 -9 9 -11 22 14 -14 -15 15 16 17 24 -20 25 -22 -23 -24 -25 -26 -27 -28
|
| 14423 |
+
leaf_value=-0.0076132712140439549 -0.0028267538784169334 0.030902858365043522 0.0079827003990926761 0.0040476457359913884 0.0078518239461212933 -0.0023075495552469343 -0.0048391791310160468 0.010305818127361333 0.012361374366962826 -0.0044843461124553872 -0.0028665572953334574 0.015998673164525988 0.01814815934823364 0.017652390004359864 -0.0078849362738605735 0.017823067169947308 0.020978805601001658 -0.0074807589838064995 0.0047581028306768105 -0.0087707348090876342 -0.0063152701041617855 0.0034238094707300182 0.0049933357757429471 -0.0019180754554819104 0.00028433227610214878 -0.0036852867700223136 -0.008133141294996241
|
| 14424 |
+
leaf_weight=1.2681091411504883 2.9508227757178238 1.5616541949566456 5.4390255138277999 1.6423529423773291 3.7111596725881091 4.6360426023602468 3.2205744720995408 3.5493612252175799 2.8421560376882553 3.1408608863130212 1.7986872233450415 1.1678955759853114 1.5147196210455147 1.5586317933630196 1.3311503008007983 1.7995880707167087 1.291170731186867 1.6084487228654327 1.461938042193651 3.4778685420751572 3.8772722594439974 4.0323599223047495 2.1200927412137371 3.2150429859757415 1.2941727908328173 2.2895245663821795 5.197952676564455
|
| 14425 |
+
leaf_count=24 39 26 22 20 30 27 23 20 12 35 22 8 32 24 10 12 7 28 34 26 33 20 23 23 15 26 30
|
| 14426 |
+
internal_value=0.00227162 0.0132869 0.00100178 0.017509 0.000369101 -0.000682444 -0.00141225 8.62199e-05 -0.00119938 0.00267411 0.00599965 0.00420765 0.0108129 0.024284 0.00629289 0.0050028 0.00730391 0.00395684 0.0123654 -0.00329376 -0.001704 0.000358559 0.00138571 -0.00550367 -0.00401859 -0.00675193 -0.00687301
|
| 14427 |
+
internal_weight=72.9986 7.54547 65.4532 6.27736 60.0141 47.109 43.3978 31.7642 28.2149 9.9018 6.76094 12.9052 3.15707 3.12029 9.95436 8.78647 7.45532 5.65573 2.75311 18.3131 12.5457 8.6684 3.91878 11.6336 2.90262 5.76739 8.41853
|
| 14428 |
+
internal_count=651 126 525 102 503 350 320 244 224 92 57 153 52 50 114 106 96 84 41 132 80 47 45 76 43 52 53
|
| 14429 |
+
is_linear=0
|
| 14430 |
+
shrinkage=0.01
|
| 14431 |
+
|
| 14432 |
+
|
| 14433 |
+
Tree=759
|
| 14434 |
+
num_leaves=27
|
| 14435 |
+
num_cat=0
|
| 14436 |
+
split_feature=24 15 18 24 30 23 30 30 3 18 30 18 18 18 24 30 22 18 24 23 23 24 23 22 23 23
|
| 14437 |
+
split_gain=5.25733 4.27009 4.60564 2.62525 2.4046 2.55735 2.18846 2.44624 1.62318 1.58749 1.49304 1.46706 1.38816 1.25895 1.18711 1.16377 1.10666 0.855869 0.809359 0.694436 0.627751 0.49592 0.491708 0.377368 0.324781 0.151422
|
| 14438 |
+
threshold=49.53571312634103 7681.2500000000009 -0.0032310262031526866 23.18840930798142 76.707306387420175 -0.0066530719560520318 57.803557578882369 66.23664816165423 7062.5000000000009 0.0031007826471549653 50.180594907425323 -0.0029985074895254589 0.0033958304506249708 -0.0066448116383544522 53.677637369298701 59.355080220131498 6665.595075721787 0.0033167587071790687 36.198268616509175 -0.0049308754146779486 0.0078779141715499251 47.691033446785845 -0.0047821944620043645 8090.3144034178913 -0.0073611101130831051 -0.0051183738207159022
|
| 14439 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14440 |
+
left_child=1 3 24 -1 6 18 13 -8 -7 11 12 22 14 -5 -2 -12 -17 19 -6 -15 -18 23 -4 -13 -3 -25
|
| 14441 |
+
right_child=10 2 9 4 5 8 7 -9 -10 -11 15 21 -14 17 -16 16 20 -19 -20 -21 -22 -23 -24 25 -26 -27
|
| 14442 |
+
leaf_value=-0.0023748632601265198 -0.0094506934048896405 -0.017431746123649783 -0.015980956500692575 -0.015149122401148787 -0.011767076864210666 -0.01906277349480099 -0.00151818290168267 -0.0096859511688620926 -0.011973393302799515 -0.016191143447122337 -0.0032333515538369223 -0.0065166471203202724 -0.0065122869412647388 -0.00990654216755253 -0.015211578741482724 -0.0034490323681732071 -0.0067773971125961409 -0.012837979084189138 -0.007080644035774351 -0.0049943030265923536 -0.010148080142579308 -0.012072143730554138 -0.011969414031968275 -0.011177019907734342 -0.020632607959707255 -0.0087706289382846418
|
| 14443 |
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leaf_weight=4.2503329515457144 8.9292781688272971 6.4659911096096039 6.1147701814770699 5.0813790261745444 9.2990831807255763 7.2892232276499254 6.9771661534905416 7.7285900376737118 5.7989133298397064 7.8222487568855277 7.6488332450389853 5.2072584927082088 7.6258260607719413 7.5579402893781671 5.9674304425716391 5.1113351881504085 10.170486688613893 5.3338125869631758 6.1042196154594413 4.6475714594125792 12.097222305834292 6.1303503662347785 6.1073076613247377 4.5691298991441682 6.2187380567193014 6.1139178127050426
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| 14444 |
+
leaf_count=13 32 20 20 15 29 28 27 27 21 26 30 19 28 26 21 16 38 21 23 26 39 20 23 15 21 27
|
| 14445 |
+
internal_value=-0.010474 -0.0116269 -0.0137193 -0.00999189 -0.0104838 -0.0126715 -0.00881384 -0.00581074 -0.0159217 -0.0121266 -0.00797348 -0.0111981 -0.00998216 -0.0107662 -0.0117584 -0.00668192 -0.00764534 -0.00949636 -0.00990988 -0.00803608 -0.00860856 -0.00965605 -0.0139764 -0.00872394 -0.019001 -0.00979984
|
| 14446 |
+
internal_weight=182.368 124.818 54.7497 70.0682 65.8179 28.4914 37.3265 14.7058 13.0881 42.065 57.5504 34.2427 22.5225 22.6207 14.8967 35.0279 27.379 17.5393 15.4033 12.2055 22.2677 22.0207 12.2221 15.8903 12.6847 10.683
|
| 14447 |
+
internal_count=651 447 191 256 243 101 142 54 49 150 204 124 81 88 53 123 93 73 52 52 77 81 43 61 41 42
|
| 14448 |
+
is_linear=0
|
| 14449 |
+
shrinkage=0.01
|
| 14450 |
+
|
| 14451 |
+
|
| 14452 |
+
Tree=760
|
| 14453 |
+
num_leaves=25
|
| 14454 |
+
num_cat=0
|
| 14455 |
+
split_feature=23 24 23 30 23 3 18 23 24 18 23 24 30 24 23 30 23 15 30 30 24 24 23 24
|
| 14456 |
+
split_gain=7.09564 6.87184 4.88664 4.32343 4.18695 3.21162 2.7229 2.46192 2.38278 2.24044 2.18267 1.63871 1.62422 2.038 1.89836 1.46606 1.73546 1.36171 1.27468 0.891375 0.823412 0.745168 0.535577 0.114386
|
| 14457 |
+
threshold=-0.001541745059657159 45.654473707971142 -0.01344155018771849 76.707306387420175 -0.0044078353334903696 7662.5000000000009 0.003490412026997403 -0.0041855472799566312 37.359956890574161 -0.0048965643777808534 -0.00945201654248253 48.867441171088593 76.707306387420175 56.866216643006773 0.0017586120180984658 49.958370411454347 0.0057498998943545853 7296.8750000000009 48.590324810934639 48.361292712630593 32.620020910428885 42.369257056682592 0.012463633007314706 48.668790171156203
|
| 14458 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14459 |
+
left_child=1 2 -1 7 -3 6 15 9 10 -4 -5 -8 13 14 18 -2 -17 -11 23 -6 -19 -9 -13 -7
|
| 14460 |
+
right_child=5 4 3 8 19 12 11 21 -10 17 -12 22 -14 -15 -16 16 -18 20 -20 -21 -22 -23 -24 -25
|
| 14461 |
+
leaf_value=0.0042531122938794172 -0.0013012851595823355 0.025278032473646021 0.015776990904884224 0.014015960050668172 0.01141678387216164 0.0089487608651130351 0.013688816039114498 0.0081732750376413994 0.010634547875146297 0.0066490962114665961 0.021933830790881174 0.0083800105282495346 0.013517926427804252 0.0031490197384963278 0.014077807130986305 0.0074995283631188892 0.00069352759214389424 0.014318985348077072 0.0046636806977754484 0.016823040508748163 0.0096752187648946903 0.0036323442288694282 0.0042981412875622658 0.010865866142219972
|
| 14462 |
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leaf_weight=11.150680713355539 5.5688035339117077 4.8197568133473423 8.1587209776043839 7.8829333968460569 5.7698184847831708 5.7171587944030815 4.4316392913460758 8.992020867764948 7.8290586173534384 9.0724568106234127 6.2354789413511762 7.627181261777876 8.2395082917064411 5.7557870000600806 7.2498338147997847 9.0550017803907377 6.3907124400138846 6.2858863472938564 6.9896140173077574 6.469225000590086 9.7270371019840223 6.0420334078371516 5.555940181016922 6.8308789357542992
|
| 14463 |
+
leaf_count=37 22 21 31 26 20 20 21 33 27 34 26 28 28 24 31 34 22 18 25 24 33 25 17 24
|
| 14464 |
+
internal_value=0.00981846 0.0116125 0.0104028 0.0113793 0.0173833 0.00759461 0.00552829 0.00970632 0.0150593 0.0112249 0.0175129 0.00842816 0.00955183 0.00854767 0.00970767 0.00309756 0.00468352 0.00974442 0.00808604 0.0142744 0.0114981 0.00634832 0.00665973 0.00999239
|
| 14465 |
+
internal_weight=177.847 98.4351 81.3763 70.2256 17.0588 79.4121 38.6293 48.2782 21.9475 33.2441 14.1184 17.6148 40.7828 32.5433 26.7875 21.0145 15.4457 25.0854 19.5377 12.239 16.0129 15.0341 13.1831 12.548
|
| 14466 |
+
internal_count=651 355 290 253 65 296 144 174 79 116 52 66 152 124 100 78 56 85 69 44 51 58 45 44
|
| 14467 |
+
is_linear=0
|
| 14468 |
+
shrinkage=0.01
|
| 14469 |
+
|
| 14470 |
+
|
| 14471 |
+
Tree=761
|
| 14472 |
+
num_leaves=25
|
| 14473 |
+
num_cat=0
|
| 14474 |
+
split_feature=30 24 30 22 30 22 24 23 15 15 18 30 15 30 23 30 23 22 30 22 23 23 23 24
|
| 14475 |
+
split_gain=9.89089 6.42308 2.82612 2.68364 2.37891 2.88314 2.62712 4.07824 2.24492 2.30126 1.92999 1.85446 1.49515 1.27775 1.22876 2.03829 0.999308 1.17959 0.853464 0.694914 0.58871 0.56864 0.355132 0.281021
|
| 14476 |
+
threshold=42.214346157437845 43.623094981562659 240.25541278282478 8043.2847830702431 52.90102292458316 6565.6157388883112 51.92133103388533 0.00089803751474647566 7593.7500000000009 8084.3750000000009 -0.0061823949852845552 44.785672872624339 8078.1250000000009 35.760057393879158 0.0015890414181991845 48.216529408516386 -0.006480717084006978 7114.4491972132801 50.831895291709507 6876.5220687235105 -0.0055010445523196718 0.010686197182347453 -0.0025441294330941747 55.035530683330244
|
| 14477 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14478 |
+
left_child=1 -1 4 13 11 -6 7 8 16 10 -10 -2 -5 -3 15 -13 17 19 -17 -7 -12 23 -18 -8
|
| 14479 |
+
right_child=2 3 -4 12 5 6 21 -9 9 -11 20 14 -14 -15 -16 18 22 -19 -20 -21 -22 -23 -24 -25
|
| 14480 |
+
leaf_value=-0.0076068869440196396 -0.0028141142870043954 0.029871477265713958 0.0078723998326633259 0.0039891200247883507 0.0077514815525014172 -0.0022923362302768981 -0.0048193505379682386 0.010140786462256253 0.01215460143484709 -0.0044654343320628389 -0.0028566766195704005 0.01058107449799502 0.017693162161443576 0.01720864056070593 0.012293820204482211 -0.0041862068785751575 -0.0087536273868434843 -0.0062928201981684532 0.004541883517664028 0.003383964325808498 0.0049123281233186033 -0.0023998071536538773 -0.0036709763613326468 -0.0087036187128242404
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| 14481 |
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leaf_weight=1.261345108738168 2.9457190646789959 1.6036038890015336 5.4623360484838477 1.6494378618663179 3.7305002361536017 4.6280190236866456 3.207640089094637 3.5736868400126687 2.8581312745809555 3.1273620100691915 1.7994730388745668 2.9954313440248352 1.5389416398247702 1.5839811745099721 2.49461207119748 2.3739935789490119 3.458659315481782 3.8604262713342896 2.1215146682225168 4.0390158779919147 2.1297873686999065 3.9427511915564537 2.2815436720848181 4.4419154264032841
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| 14482 |
+
leaf_count=24 39 26 22 20 30 27 23 20 12 35 22 32 32 24 29 36 26 33 17 20 23 28 26 25
|
| 14483 |
+
internal_value=0.00224229 0.0130116 0.000986051 0.0170905 0.000359232 -0.000684248 -0.00141021 7.71741e-05 -0.00119895 0.00263205 0.00590229 0.00415823 0.0106037 0.023579 0.00621506 0.00419073 -0.00327822 -0.001695 -6.72573e-05 0.000352936 0.00135438 -0.00548479 -0.00673344 -0.00707485
|
| 14484 |
+
internal_weight=73.1098 7.63731 65.4725 6.37596 60.0102 47.0789 43.3484 31.7561 28.1824 9.91475 6.78739 12.9313 3.18838 3.18759 9.98555 7.49094 18.2677 12.5275 4.49551 8.66703 3.92926 11.5923 5.7402 7.64956
|
| 14485 |
+
internal_count=651 126 525 102 503 350 320 244 224 92 57 153 52 50 114 85 132 80 53 47 45 76 52 48
|
| 14486 |
+
is_linear=0
|
| 14487 |
+
shrinkage=0.01
|
| 14488 |
+
|
| 14489 |
+
|
| 14490 |
+
Tree=762
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| 14491 |
+
num_leaves=27
|
| 14492 |
+
num_cat=0
|
| 14493 |
+
split_feature=24 15 18 24 30 23 30 30 3 18 30 18 18 18 24 30 22 18 18 23 23 24 23 22 23 23
|
| 14494 |
+
split_gain=5.13622 4.11683 4.3533 2.8336 2.28754 2.54996 2.16274 2.42249 1.56758 1.53487 1.45153 1.41332 1.36986 1.20805 1.15933 1.15013 1.08443 0.839426 0.775519 0.684135 0.619019 0.480799 0.467405 0.37465 0.313206 0.1523
|
| 14495 |
+
threshold=49.53571312634103 7681.2500000000009 -0.0032310262031526866 22.859322066796363 76.707306387420175 -0.0066530719560520318 57.803557578882369 66.23664816165423 7062.5000000000009 0.0031007826471549653 50.180594907425323 -0.0029985074895254589 0.0033958304506249708 -0.0066448116383544522 53.677637369298701 59.355080220131498 6665.595075721787 0.0033167587071790687 -0.0033671560569128452 -0.004311026517669363 0.0078779141715499251 47.691033446785845 -0.0047821944620043645 8090.3144034178913 -0.0073611101130831051 -0.0051183738207159022
|
| 14496 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14497 |
+
left_child=1 3 24 -1 6 18 13 -8 -7 11 12 22 14 -5 -2 -12 -17 19 -6 -15 -18 23 -4 -13 -3 -25
|
| 14498 |
+
right_child=10 2 9 4 5 8 7 -9 -10 -11 15 21 -14 17 -16 16 20 -19 -20 -21 -22 -23 -24 25 -26 -27
|
| 14499 |
+
leaf_value=-0.001353520113299189 -0.0093393933826413159 -0.017120049797679802 -0.015748879795214513 -0.014954001628209698 -0.011953004323560315 -0.018813358030826313 -0.0014616307578505727 -0.0095939654814096841 -0.011846223051140969 -0.01598287150679837 -0.0031771134258108307 -0.0064357222834250539 -0.0064162823367185399 -0.0097866299798829749 -0.015030494141802389 -0.0034080818039463113 -0.0066984207150543327 -0.012730610235869388 -0.007538793238086542 -0.0048759802737758581 -0.010047915134051311 -0.011937579128245224 -0.011839771317653482 -0.011097811016069438 -0.020252330835573616 -0.0086788625475380937
|
| 14500 |
+
leaf_weight=3.6882755458354941 8.9106055051088351 6.5058508664369583 6.1329042203724384 5.0841192603111258 8.071009084582327 7.305461645126341 6.9735150765627605 7.7158266343176365 5.7879617959260941 7.835042104125022 7.646865300834178 5.1931237652897861 7.6364277303218833 7.656204655766488 5.9826926216483107 5.1057017818093327 10.154005423188211 5.3158641979098311 7.8521184213459518 4.5071746110916182 12.08356551080942 6.1220663636922827 6.1019967794418317 4.5446274876594499 6.2679450064897519 6.0917415991425541
|
| 14501 |
+
leaf_count=11 32 20 20 15 26 28 27 27 21 26 30 19 28 27 21 16 38 21 28 25 39 20 23 15 21 27
|
| 14502 |
+
internal_value=-0.0103523 -0.0114922 -0.0135448 -0.00988445 -0.0103592 -0.0124644 -0.00871952 -0.00573328 -0.0157335 -0.0119907 -0.00788016 -0.0110758 -0.00985986 -0.0106636 -0.0116255 -0.00660546 -0.00756424 -0.00941571 -0.00977624 -0.00796697 -0.00851849 -0.00955782 -0.0137993 -0.00863744 -0.018657 -0.00971241
|
| 14503 |
+
internal_weight=182.273 124.753 54.7953 69.9575 66.2693 29.0166 37.2527 14.6893 13.0934 42.0215 57.5199 34.1865 22.5297 22.5634 14.8933 34.9901 27.3433 17.4792 15.9231 12.1634 22.2376 21.9516 12.2349 15.8295 12.7738 10.6364
|
| 14504 |
+
internal_count=651 447 191 256 245 103 142 54 49 150 204 124 81 88 53 123 93 73 54 52 77 81 43 61 41 42
|
| 14505 |
+
is_linear=0
|
| 14506 |
+
shrinkage=0.01
|
| 14507 |
+
|
| 14508 |
+
|
| 14509 |
+
Tree=763
|
| 14510 |
+
num_leaves=26
|
| 14511 |
+
num_cat=0
|
| 14512 |
+
split_feature=23 23 18 30 24 3 24 18 30 24 24 30 24 23 30 23 30 18 18 22 30 24 3 23 24
|
| 14513 |
+
split_gain=6.86332 6.67533 5.70553 6.03744 3.64816 3.12711 3.00187 2.66878 1.61329 1.60286 1.59964 1.58143 2.01202 1.82978 1.44509 1.70017 1.26354 1.25425 1.22077 0.917552 0.716567 1.25884 1.05906 0.526171 0.114422
|
| 14514 |
+
threshold=-0.001541745059657159 -0.013085572838778632 -0.0059524336773107414 133.67275681038527 45.936314071256014 7662.5000000000009 43.623094981562659 0.003490412026997403 48.85195142360952 48.867441171088593 43.139682663925548 76.707306387420175 56.866216643006773 0.0017586120180984658 49.958370411454347 0.0057498998943545853 48.590324810934639 0.0031007826471549653 -0.0071175278622087048 8090.3144034178913 81.792184338951174 38.001265053768002 7162.5000000000009 0.012463633007314706 48.668790171156203
|
| 14515 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14516 |
+
left_child=1 18 10 4 6 7 17 14 -6 -9 -3 12 13 16 -2 -16 24 19 -1 20 21 -4 -23 -11 -7
|
| 14517 |
+
right_child=5 2 3 -5 8 11 -8 9 -10 23 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26
|
| 14518 |
+
leaf_value=0.0078905111583200283 -0.0013212293344466895 0.015156230445852964 0.011681360126865568 0.020766589980440415 0.011081236305699699 0.0088465879103989762 0.0026795574429223862 0.013527053193201983 0.018740587909447458 0.008280647684654148 0.021598872129268511 0.013329279401807365 0.0030761386135445428 0.013860934757366525 0.0074096189481990139 0.00067300206206395415 0.0045837624736379404 0.014248906622416891 0.0014526713346004999 0.011820709530113535 0.00559951294073773 0.010210175282992019 0.0041401632276937966 0.0042361818223369827 0.010767875418140229
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| 14519 |
+
leaf_weight=5.4411088526248932 5.5669209808111217 9.3273547776043397 11.484409671276813 6.0239744186401358 4.7886231839656812 5.6962230354547554 6.2120747156441203 4.4315883144736317 6.4594732820987701 7.6310840845108014 6.5672769024968138 8.2665027435868961 5.7716622278094283 7.2867627181112757 9.0518196076154691 6.3917675837874404 6.9935590028762809 6.2432668507099143 6.4218275249004346 11.620921019464729 6.5973395630717269 5.4422148987650854 6.0918209850788116 5.5605311393737793 6.8002057075500488
|
| 14520 |
+
leaf_count=18 22 36 37 22 16 20 24 21 28 28 24 28 24 31 34 22 25 23 22 39 23 21 22 17 24
|
| 14521 |
+
internal_value=0.00968102 0.0114417 0.0124027 0.0111898 0.0103014 0.0074932 0.00921655 0.00545402 0.0154798 0.0083238 0.0178182 0.00942339 0.00843139 0.00958571 0.00304691 0.00462148 0.00798732 0.0100718 0.00440548 0.00943941 0.00850501 0.00933776 0.00700424 0.00657582 0.0098921
|
| 14522 |
+
internal_weight=178.17 98.7217 86.8588 70.9641 64.9401 79.4486 53.692 38.6337 11.2481 17.6232 15.8946 40.8149 32.5484 26.7768 21.0105 15.4436 19.49 47.48 11.8629 41.2367 29.6158 23.0184 11.534 13.1916 12.4964
|
| 14523 |
+
internal_count=651 355 315 255 233 296 189 144 44 66 60 152 124 100 78 56 69 165 40 142 103 80 43 45 44
|
| 14524 |
+
is_linear=0
|
| 14525 |
+
shrinkage=0.01
|
| 14526 |
+
|
| 14527 |
+
|
| 14528 |
+
Tree=764
|
| 14529 |
+
num_leaves=28
|
| 14530 |
+
num_cat=0
|
| 14531 |
+
split_feature=30 24 30 24 24 30 22 24 23 15 15 18 30 23 23 22 30 24 23 23 22 22 23 24 15 23 24
|
| 14532 |
+
split_gain=9.58592 6.20093 2.76366 2.59382 3.75652 2.33419 2.83401 2.5941 3.98625 2.20256 2.24729 1.87749 1.81386 1.20192 2.54848 2.53912 3.69987 1.74524 1.20122 0.991518 1.167 0.682 0.57646 0.566864 0.425099 0.353254 0.215207
|
| 14533 |
+
threshold=42.214346157437845 43.623094981562659 240.25541278282478 45.822078219859456 47.991748650319188 52.90102292458316 6565.6157388883112 51.92133103388533 0.00089803751474647566 7593.7500000000009 8084.3750000000009 -0.0061823949852845552 44.785672872624339 -0.0076797452035647033 -0.0060052568043933996 7212.4961197530165 48.919194429602591 42.598107802541683 0.0029960009192152269 -0.006480717084006978 7114.4491972132801 6876.5220687235105 -0.0055010445523196718 62.506060318999282 8071.8750000000009 -0.0025441294330941747 55.035530683330244
|
| 14534 |
+
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
| 14535 |
+
left_child=1 -1 5 -3 -5 12 -7 8 9 19 11 -11 -2 -14 -15 -16 17 -17 -6 20 21 -8 -13 26 -18 -21 -9
|
| 14536 |
+
right_child=2 3 -4 4 18 6 7 23 -10 10 -12 22 13 14 15 16 24 -19 -20 25 -22 -23 -24 -25 -26 -27 -28
|
| 14537 |
+
leaf_value=-0.0076005026841054341 -0.002801307416603116 0.02894891624325819 0.0077651516415833616 0.0022704682004291376 0.024325638806181646 0.0076545664206404953 -0.0022776149394953603 -0.0047994762071767736 0.0099803656711930835 0.011954712663601262 -0.0044464422146123844 -0.0028457685140672751 0.015593637602409947 -0.0078864037370902883 0.017404448951053177 0.020498003804797587 -0.0074806612629098861 0.0046295662314671414 0.011338760086193365 -0.0087367253303337038 -0.0062726095952668308 0.0033455769380899701 0.0048335722275060569 -0.0018900323087003585 0.00020099964834830144 -0.0036564625880296624 -0.0081030003880240946
|
| 14538 |
+
leaf_weight=1.2545593352988351 2.9405646054074159 1.3627850394695995 5.4850305970758191 1.8985238296445457 2.1452905359910805 3.7492971816100171 4.6200927235186082 3.1947156116366369 3.5974817574024192 2.8734839223325253 3.1138536669313908 1.7999948030337694 1.1836403589695681 1.3316890299320201 1.8202492827549575 1.3071187138557436 1.6082504290388899 1.4753958019427953 1.0661791118327526 3.4392439443618059 3.8440340002998701 4.0453940331935883 2.1392671288922411 3.2031134944409123 1.3049655901268122 2.2735152710229256 5.1523037739098072
|
| 14539 |
+
leaf_count=24 39 18 22 25 38 30 27 23 20 12 35 22 8 10 12 7 28 34 21 26 33 20 23 23 15 26 30
|
| 14540 |
+
internal_value=0.00221325 0.0127471 0.000970576 0.0166909 0.0134218 0.000349617 -0.00068593 -0.00140818 6.82512e-05 -0.00119854 0.00259142 0.00580817 0.00410529 0.00612988 0.00486382 0.00712292 0.00383714 0.012084 0.0200141 -0.00326312 -0.00168677 0.000347515 0.0013246 -0.00546626 -0.00403969 -0.00671493 -0.00683862
|
| 14541 |
+
internal_weight=73.23 7.72734 65.5027 6.47278 5.10999 60.0177 47.0458 43.2965 31.7464 28.1489 9.9266 6.81275 12.9719 10.0313 8.84767 7.51598 5.69573 2.78251 3.21147 18.2223 12.5095 8.66549 3.93926 11.5501 2.91322 5.71276 8.34702
|
| 14542 |
+
internal_count=651 126 525 102 84 503 350 320 244 224 92 57 153 114 106 96 84 41 59 132 80 47 45 76 43 52 53
|
| 14543 |
+
is_linear=0
|
| 14544 |
+
shrinkage=0.01
|
| 14545 |
+
|
| 14546 |
+
|
| 14547 |
end of trees
|
| 14548 |
|
| 14549 |
feature_importances:
|
| 14550 |
+
volatility=3811
|
| 14551 |
+
ema_dist=3225
|
| 14552 |
+
rsi=3024
|
| 14553 |
+
momentum_1h=1899
|
| 14554 |
+
trend_4h=1682
|
| 14555 |
+
ema10=1316
|
| 14556 |
+
close_1h=1120
|
| 14557 |
trend_1d=947
|
| 14558 |
volume_1d=718
|
| 14559 |
return_1h=485
|