Table 6 The performance of models trained with the original sequence
| Classfier | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
| RNN | 95.8% | 96.5% | 96.6% | 96.6% |
| CNN | 96.9% | 97.7% | 97.1% | 97.4% |
| SVM | 86.9% | 85.9% | 94.2% | 89.8% |
| RF | 94.7% | 94.6% | 96.9% | 95.7% |
| Classfier | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
| RNN | 95.8% | 96.5% | 96.6% | 96.6% |
| CNN | 96.9% | 97.7% | 97.1% | 97.4% |
| SVM | 86.9% | 85.9% | 94.2% | 89.8% |
| RF | 94.7% | 94.6% | 96.9% | 95.7% |