Table 5. Evaluation metrics of the GOCAPGAN model compared to GOGAN (Mansoor et al., 2022), DeepSeq (Nauman et al., 2019), and the BLAST (Altschul et al., 1990) method.
| Method | Classes | Precision | Recall | F1 score | Hamming loss |
|---|---|---|---|---|---|
| GOCAPGAN | 25 | 0.904 | 0.761 | 0.826 | 0.085 |
| GOGAN | 10 | 0.852 | 0.625 | 0.721 | 0.095 |
| DeepSeq | 5 | 0.76 | 0.66 | 0.71 | 0.133 |
| BLAST | 5 | 0.46 | 0.64 | 0.53 | 0.387 |