Table 9 Performance evaluation for test set
No | Techniques | Evaluation Metrics | ||||
|---|---|---|---|---|---|---|
Precision | Recall | F1-score | Test set accuracy | Testing time (in msec.) | ||
| Â | NB | 87.53% | 86.37% | 86.95% | 87.20% | 01.73 |
| Â | DT | 91.72% | 90.84% | 91.28% | 94.80% | 06.87 |
| Â | SVM | 96.40% | 95.61% | 96.00% | 97.30% | 03.8 |
| Â | RF | 94.35% | 93.06% | 93.70% | 93.40% | 05.19 |
| Â | ANN | 98.87% | 99.13% | 99.00% | 98.70% | 11.76 |
| Â | Hybrid | 99.20% | 99.47% | 99.33% | 99.40% | 15.33 |