Table 2. Classification results for the proposed model.
| Models | Training accuracy (%) |
Validation accuracy (%) |
Testing accuracy (%) |
Precision (%) |
Recall (%) |
F1 (%) |
ROC (%) |
|---|---|---|---|---|---|---|---|
| ANN | 91.52 | 91.86 | 91.85 | 91.98 | 91.98 | 91.69 | 91.85 |
| LSTM | 98.51 | 91.16 | 91.16 | 91.01 | 91.01 | 91.01 | 91.15 |
| Bi-LSTM | 98.48 | 93.06 | 93.05 | 88.76 | 88.76 | 93.3 | 93.47 |
| CNN | 99.96 | 95.33 | 95.32 | 94.11 | 94.11 | 95.31 | 95.33 |