Table 8 Performance evaluation for the training set
No | Techniques | Evaluation Metrics | ||||
|---|---|---|---|---|---|---|
Precision | Recall | F1-score | Training set accuracy | Training time (in sec.) | ||
| Â | NB | 88.33% | 87.89% | 88.11% | 89.40% | 08.73 |
| Â | DT | 93.09% | 92.75% | 92.92% | 95.70% | 53.01 |
| Â | SVM | 97.15% | 98.02% | 97.58% | 98.80% | 19.06 |
| Â | RF | 97.28% | 96.00% | 96.64% | 95.30% | 09.48 |
| Â | ANN | 99.05% | 99.65% | 99.35% | 99.20% | 19.62 |
| Â | Hybrid | 99.54% | 99.61% | 99.57% | 99.60% | 26.15 |