Table 4.
CHO-DOG fitting mean-squared error (F-MSE), fitting rank correlation (F- Ktau), generalization mean-squared error (G-MSE), generalization rank correlation (G-Ktau), model parameter stability (MPS), and the Pearson correlation coefficient (PCC).
| model 1 | model 2 | model 3 | model 4 | model 5 | model 6 | model 7 | model 8 | model 9 | model 10 | model 11 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| F-MSE [10^-3] F-Ktau |
15.79 | 12.23 | 5.25 | 1.20 | 3.18 | 1.44 | 2.23 | 6.50 | 1.29 | 3.42 | 2.93 |
| 0.40 | 0.40 | 0.47 | 0.53 | 0.47 | 0.80 | 0.47 | 0.33 | 0.53 | 0.33 | 0.60 | |
| G-MSE [10^-3] G-Ktau MPS PCC |
14.83 | 14.34 | 5.43 | 1.41 | 2.50 | 1.74 | 1.85 | 3.63 | 2.01 | 3.80 | 2.68 |
| 0.47 | 0.47 | 0.47 | 0.60 | 0.47 | 0.87 | 0.60 | 0.47 | 0.47 | 0.47 | 0.53 | |
| NA | 1.00 | 1.57 | 0.99 | 0.97 | 1.07 | 0.83 | 1.82 | 1.52 | 0.57 | 0.39 | |
| 0.21 | 0.37 | 0.99 | 0.94 | 0.98 | 0.99 | 0.94 | 0.21 | 0.21 | 0.21 | 0.01 |