File size: 3,026 Bytes
605973d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 1.6240915891732122,
            "MAPE": 292725848199.9004,
            "R2": 0.4178172353424857,
            "Pearson": 0.646387836654722,
            "Spearman": 0.5824482960125478
        },
        "test": {
            "RMSE": 2.567666082579473,
            "MAPE": 490641976245.66614,
            "R2": -0.11560747041440789,
            "Pearson": 0.2424072067364091,
            "Spearman": 0.3952551204312503
        }
    },
    "L1": {
        "train": {
            "RMSE": 1.2974975241645441,
            "MAPE": 702641783458.9103,
            "R2": 0.3883034745239665,
            "Pearson": 0.6231400120426174,
            "Spearman": 0.5300861886762651
        },
        "test": {
            "RMSE": 1.978895680674806,
            "MAPE": 1018241520879.2515,
            "R2": -0.02950491321896931,
            "Pearson": 0.25092109859898437,
            "Spearman": 0.30212557229984055
        }
    },
    "L2s": {
        "train": {
            "RMSE": 12.247531219426223,
            "MAPE": 1614516265574.2273,
            "R2": 0.30181970495198673,
            "Pearson": 0.5493812020567728,
            "Spearman": 0.44241073876494286
        },
        "test": {
            "RMSE": 19.320134617750504,
            "MAPE": 3643052787350.808,
            "R2": -0.07875643626296824,
            "Pearson": 0.15298920725788118,
            "Spearman": 0.32716867244663944
        }
    },
    "L2": {
        "train": {
            "RMSE": 11.875720642324355,
            "MAPE": 2820125988341.321,
            "R2": 0.2742363243888808,
            "Pearson": 0.5236757817587004,
            "Spearman": 0.45061914236923367
        },
        "test": {
            "RMSE": 18.552523132708743,
            "MAPE": 5347030766043.17,
            "R2": -0.10256487013816873,
            "Pearson": 0.14136693052275176,
            "Spearman": 0.24411426826213284
        }
    },
    "Lpls": {
        "train": {
            "RMSE": 0.3669149622169856,
            "MAPE": 68439342637.49711,
            "R2": 0.4168914631197299,
            "Pearson": 0.6456713277788986,
            "Spearman": 0.6262077042218791
        },
        "test": {
            "RMSE": 0.5905834567208513,
            "MAPE": 83794915185.48795,
            "R2": -0.44950282082818127,
            "Pearson": 0.24319359856795994,
            "Spearman": 0.41186728577913634
        }
    },
    "Lpl": {
        "train": {
            "RMSE": 0.22956470657131123,
            "MAPE": 187659928030.02118,
            "R2": 0.3773189868381439,
            "Pearson": 0.6142629624096152,
            "Spearman": 0.5656807037314648
        },
        "test": {
            "RMSE": 0.3200777562364042,
            "MAPE": 238335654350.1953,
            "R2": -0.12235195276715549,
            "Pearson": 0.2909243525413476,
            "Spearman": 0.3436725815298622
        }
    }
}