TABLE 3.
Comparative performance of MBC, MBC with global attention, MBC with local attention, and MBC-Attention (with both global and local) on the test sets b
| Algorithm | PCC ↑ (std) | % increase↑ | CCC ↑ | R 2↑ | MAE ↓ | MSE ↓ | RMSE ↓ |
|---|---|---|---|---|---|---|---|
| MBC | 0.741 (0.019) | – a | 0.692 | 0.528 | 0.451 | 0.336 | 0.580 |
| MBC with global attention | 0.766 (0.017) | 3.37 | 0.743 | 0.587 | 0.411 | 0.293 | 0.542 |
| MBC with local attention | 0.763 (0.016) | 2.97 | 0.735 | 0.581 | 0.419 | 0.298 | 0.546 |
| MBC-Attention | 0.775 (0.014) | 4.59 | 0.738 | 0.588 | 0.402 | 0.284 | 0.533 |
The symbol "-" indicates that no data is provided for the entry.
The best value for each criterion is indicated in bold.