Dataset | ML | Sens(%) | Spec(%) | Prec(%) | Bal Acc(%) | Acc(%) | MCC | AUC |
---|---|---|---|---|---|---|---|---|
DAMPD_AMP | KNN | 72.16 | 9 4 . 1 7 | 6 8 . 6 3 | 83.17 | 9 0 . 8 7 | 0 . 6 5 0 | 0.832 |
 | SVM-L | 7 7 . 3 2 a | 91.62 | 61.98 | 8 4 . 4 7 | 89.47 | 0.631 | 0 . 8 4 5 |
APD3_AMP | KNN | 70.82 | 9 2 . 1 1 | 6 5 . 1 0 | 81.47 | 8 8 . 4 5 | 0 . 6 0 9 | 0.815 |
 | SVM-L | 8 9 . 2 4 | 82.87 | 51.98 | 8 6 . 0 5 | 83.97 | 0.597 | 0 . 8 6 1 |
DAMPD_ANTIBACTERIAL | KNN | 8 0 . 0 | 90.91 | 60.27 | 8 5 . 4 5 | 89.30 | 0.634 | 0 . 8 5 5 |
 | SVML | 74.55 | 9 3 . 1 0 | 6 5 . 0 8 | 83.82 | 9 0 . 3 7 | 0 . 6 4 0 | 0.838 |
APD3_ANTIBACTERIAL | KNN | 65.97 | 9 3 . 9 1 | 6 8 . 3 5 | 79.94 | 89.26 | 0.607 | 0.799 |
 | SVM-L | 8 1 . 9 4 | 91.55 | 65.92 | 8 6 . 7 5 | 8 9 . 9 5 | 0 . 6 7 6 | 0 . 8 6 7 |
DAMPD_BACTEROCIN | KNN | 8 0 | 87.50 | 50.00 | 8 3 . 7 5 | 86.49 | 0.561 | 0 . 8 3 8 |
 | SVM-L | 60 | 9 6 . 8 8 | 7 5 . 0 0 | 78.44 | 9 1 . 8 9 | 0 . 6 2 6 | 0.784 |
APD3_BACTEROCIN | KNN | 75.86 | 9 4 . 2 3 | 70.97 | 85.05 | 91.35 | 0.682 | 0.850 |
 | SVM-L | 9 3 . 1 0 | 92.95 | 7 1 . 0 5 | 9 3 . 0 3 | 9 2 . 9 7 | 0 . 7 7 4 | 0 . 9 3 0 |