Table 10. Elements of confusion matrix for SVM and bagging SVM.
Model | No. of Features | TP | FN | FP | TN | Precision(%) | Recall(%) | F1-score (%) |
---|---|---|---|---|---|---|---|---|
SVM (c = 1) | 6 | 45 | 4 | 5 | 15 | 90 | 92 | 91 |
12 | 45 | 4 | 6 | 14 | 88 | 92 | 90 | |
Bagging SVM (c = 1) | 5 | 46 | 3 | 6 | 14 | 88 | 94 | 91 |
Bagging SVM (c = 7) | 5 | 47 | 2 | 7 | 13 | 87 | 95.92 | 91 |