Methods | Training ratio = 60% | Training ratio = 80% | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
AUC | ACC | Precision | Recall | F1 Score | AUC | ACC | Precision | Recall | F1 Score | |
SVM [19] | 0. 716 | 0.897 | 87 | 90 | 88.47 | 0.729 | 0.897 | 87 | 90 | 88.47 |
KNN [20] | 0.640 | 0.892 | 86 | 89 | 87.47 | 0.630 | 0.887 | 85 | 89 | 86.95 |
MLP [27] | 0.797 | 0.907 | 89 | 91 | 89.99 | 0.818 | 0.909 | 90 | 91 | 90.49 |
CNN [34] | 0.880 | 0.938 | 93 | 94 | 93.49 | 0.910 | 0.944 | 94 | 94 | 94.00 |
LDA [25] | 0.664 | 0.883 | 86 | 89 | 87.47 | 0.682 | 0.896 | 87 | 90 | 88.47 |
PM | 0.891 | 0.956 | 95 | 96 | 95.49 | 0.956 | 0.974 | 97 | 97 | 97.00 |