Table 3.
Study of Individual Components
| Model Architecture | Accuracy | Precision | Recall | F1-Score | MCC |
|---|---|---|---|---|---|
| CNN only | 92.34 | 90.15 | 91.87 | 91 | 82.76 |
| BiGRU only | 95.21 | 93.45 | 94.76 | 94.1 | 88.5 |
| ACNN (CNN + Attention) | 96.85 | 95.06 | 96.38 | 95.72 | 91.34 |
| ABiGRU (Full model) | 97.53 | 96.54 | 97.9 | 97.32 | 93.57 |