Table 2. Effects of different loss functions on the proposed architecture.
| Methods | Performance metrics | ||
|---|---|---|---|
| Accu | Sens | Spec | |
| Cross-entropy | 0.966 | 0.966 | 0.982 |
| MAE (Loddo, Buttau & Di Ruberto,2022) | 0.932 | 0.932 | 0.934 |
| RMS (Loddo, Buttau & Di Ruberto,2022) | 0.956 | 0.959 | 0.957 |
| FL (Loddo, Buttau & Di Ruberto,2022) | 0.927 | 0.930 | 0.928 |
| GDL | 0.965 | 0.968 | 0.966 |
| Our fusion loss | 0.982 | 0.982 | 0.989 |