File size: 3,034 Bytes
6e97432
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
{
    "L1s": {
        "train": {
            "RMSE": 13.37945335040374,
            "MAPE": 151116043437.53394,
            "R2": 0.0042669569017032005,
            "Pearson": 0.06532194808563373,
            "Spearman": 0.05843843562282037
        },
        "test": {
            "RMSE": 13.65785417547846,
            "MAPE": 192389735707.94504,
            "R2": 0.00411576912435796,
            "Pearson": 0.0642995246621433,
            "Spearman": 0.06426831287080761
        }
    },
    "L1": {
        "train": {
            "RMSE": 8.595310897830872,
            "MAPE": 966387789780.2631,
            "R2": 0.209751384352167,
            "Pearson": 0.4579862272516143,
            "Spearman": 0.4527441062708676
        },
        "test": {
            "RMSE": 8.957238934690348,
            "MAPE": 967668347582.4042,
            "R2": 0.19639703686034005,
            "Pearson": 0.4436873137029403,
            "Spearman": 0.45614245757573746
        }
    },
    "L2s": {
        "train": {
            "RMSE": 429.5183198250846,
            "MAPE": 3500256103297.0337,
            "R2": 0.003060340684734708,
            "Pearson": 0.05532034602870621,
            "Spearman": 0.012650581517014625
        },
        "test": {
            "RMSE": 475.183782178696,
            "MAPE": 3289287352078.5073,
            "R2": 0.0057800857055388954,
            "Pearson": 0.08262761302699133,
            "Spearman": 0.041225591633973886
        }
    },
    "L2": {
        "train": {
            "RMSE": 363.01850706764975,
            "MAPE": 24424540997601.008,
            "R2": 0.139817118155258,
            "Pearson": 0.3739212726701407,
            "Spearman": 0.43629322165782436
        },
        "test": {
            "RMSE": 412.9591055971564,
            "MAPE": 28999917401585.29,
            "R2": 0.11374209416117953,
            "Pearson": 0.33815142373781065,
            "Spearman": 0.43403476415802383
        }
    },
    "Lpls": {
        "train": {
            "RMSE": 0.49513669886929357,
            "MAPE": 9084962998.107544,
            "R2": 0.007867999155574346,
            "Pearson": 0.08870174268623543,
            "Spearman": 0.06271096020989247
        },
        "test": {
            "RMSE": 0.4964139336427221,
            "MAPE": 11320683069.802921,
            "R2": 0.0069910234192115395,
            "Pearson": 0.08398714680794545,
            "Spearman": 0.06180161029993252
        }
    },
    "Lpl": {
        "train": {
            "RMSE": 0.2543331947121262,
            "MAPE": 43178358430.9542,
            "R2": 0.23260323649179948,
            "Pearson": 0.4822895774239772,
            "Spearman": 0.45720050511078086
        },
        "test": {
            "RMSE": 0.2563295225867636,
            "MAPE": 41940135133.80261,
            "R2": 0.2359310621448515,
            "Pearson": 0.48587625215959734,
            "Spearman": 0.4664069706962408
        }
    }
}