Table 7. Comparison of the CNN+BiLSTM model with ML and DL models (accuracy, precision, recall, F1-score).
| Model | Precision (%) | Recall (%) | F-score (%) | Accuracy (%) |
|---|---|---|---|---|
| RF | 81 | 80 | 81 | 82 |
| DT | 82 | 81 | 82 | 81 |
| SVM | 80 | 79 | 77 | 78 |
| ANN | 84 | 85 | 84 | 83 |
| LSTM | 85 | 84 | 83 | 85 |
| CNN+BiLSTM with GA | 96 | 97 | 96 | 97 |