Table 3.
CHO-LG 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 |
17.27 | 17.19 | 4.81 | 2.50 | 2.22 | 3.21 | 4.13 | 2.21 | 2.90 | 2.20 | 1.82 |
| 0.53 | 0.67 | 0.60 | 0.53 | 0.53 | 0.73 | 0.47 | 0.47 | 0.60 | 0.60 | 0.67 | |
| G-MSE [10^-3] G-Ktau MPS PCC |
15.40 | 15.27 | 5.56 | 2.34 | 2.67 | 2.33 | 4.92 | 8.79 | 6.29 | 4.29 | 3.37 |
| 0.53 | 0.53 | 0.60 | 0.40 | 0.47 | 0.80 | 0.40 | 0.53 | 0.53 | 0.53 | 0.33 | |
| NA | 1.00 | 1.79 | 0.63 | 0.72 | 1.13 | 0.00 | 4.09 | 0.89 | 1.27 | 3.58 | |
| 0.22 | 0.63 | 0.96 | 0.94 | 0.98 | 0.96 | 0.91 | 0.22 | 0.22 | 0.22 | 0.08 |