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 |