Method | Classifier | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
SMO | MNB | RF | Logistic regression | |||||||||
Prec | Recall | F-Score | Prec | Recall | F-Score | Prec | Recall | F-Score | Prec | Recall | F-Score | |
IG | 86.8 | 84.9 | 85.83 | 88.8 | 85.3 | 87.49 | 86.9 | 83.2 | 85.00 | 82.7 | 85.6 | 84.12 |
CHI | 83.2 | 81.1 | 82.13 | 86.7 | 84.6 | 85.63 | 84.4 | 87.7 | 86.01 | 84.3 | 87.1 | 85.67 |
Gini Index | 86.4 | 82.2 | 84.24 | 82.1 | 80.7 | 81.39 | 83.9 | 81.4 | 82.63 | 84.0 | 81.2 | 82.57 |
Combined (IG, CHI, GI) | 87.9 | 85.2 | 86.52 | 85.0 | 83.5 | 84.24 | 88.7 | 86.8 | 87.73 | 89.8 | 87.6 | 88.47 |