Table 5.
Classifier | G-Mean | Discriminant Power (DP) | Balanced Accuracy | Matthew’s Correlation Coefficient (MCC) | Cohen’s Kappa | Youden’s Index |
---|---|---|---|---|---|---|
MLP | 0.944 | 1.382 | 0.446 | 0.784 | 0.889 | 0.889 |
RF | 0.974 | 1.774 | 0.474 | 0.696 | 0.950 | 0.948 |
SVM | 0.973 | 1.774 | 0.474 | 0.970 | 0.946 | 0.947 |
Bagging | 0.952 | 1.459 | 0.453 | 0.904 | 0.902 | 0.904 |