Table 8 Score of the nine error metrics across 16 cases.
From: Evaluation of liquefaction potential in central Taiwan using random forest method
Case | R2 | RMSE | VAF | PI | MAE | WI | WMAPE | NS | AIC | Sum | Score |
|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 144 | 100.00 |
2 | 15 | 15 | 13 | 13 | 11 | 15 | 9 | 14 | 14 | 119 | 82.64 |
3 | 12 | 12 | 11 | 11 | 14 | 11 | 14 | 11 | 12 | 108 | 75.00 |
4 | 14 | 14 | 15 | 15 | 7 | 14 | 8 | 15 | 15 | 117 | 81.25 |
5 | 10 | 10 | 10 | 10 | 5 | 7 | 5 | 10 | 10 | 77 | 53.47 |
6 | 11 | 11 | 12 | 12 | 15 | 12 | 15 | 12 | 11 | 111 | 77.08 |
7 | 4 | 5 | 4 | 4 | 12 | 5 | 12 | 5 | 5 | 56 | 38.89 |
8 | 13 | 13 | 14 | 14 | 6 | 13 | 6 | 13 | 13 | 105 | 72.92 |
9 | 8 | 2 | 9 | 6 | 2 | 2 | 2 | 6 | 2 | 39 | 27.08 |
10 | 9 | 7 | 8 | 9 | 13 | 10 | 13 | 9 | 7 | 85 | 59.03 |
11 | 3 | 4 | 3 | 3 | 10 | 4 | 11 | 3 | 4 | 45 | 31.25 |
12 | 7 | 8 | 7 | 8 | 8 | 8 | 7 | 8 | 8 | 69 | 47.92 |
13 | 6 | 6 | 5 | 5 | 9 | 9 | 10 | 4 | 6 | 60 | 41.67 |
14 | 5 | 9 | 6 | 7 | 3 | 6 | 3 | 7 | 9 | 55 | 38.19 |
15 | 2 | 3 | 2 | 2 | 4 | 3 | 4 | 2 | 3 | 25 | 17.36 |
16 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 9 | 6.25 |
