Dataset | MLA | Sens(%) | Spec(%) | Prec(%) | Bal Acc(%) | Acc(%) | MCC | AUC |
---|---|---|---|---|---|---|---|---|
DAMPD_AMP | KNN | 71.97 | 9 7 . 2 2 ∗ | 8 3 . 7 5 ∗ | 84.60 | 9 3 . 0 1 | 0 . 7 3 5 | 0.846 |
SVM-L | 8 8 . 0 7 ∗a | 92.30 | 69.56 | 9 0 . 1 9 ∗ | 91.62 | 0.734 | 0.902∗ | |
APD3_AMP | KNN | 80.85 | 95.27∗ | 7 7 . 2 3 ∗ | 88.06 | 9 2 . 8 5 | 0.747 | 0.881 |
SVM-L | 9 1 . 6 5 ∗ | 92.53 | 70.75 | 9 2 . 0 9 ∗ | 92.36 | 0 . 7 6 2 | 0 . 9 2 1 ∗ | |
DAMPD_ANTIBACTERIAL | KNN | 9 1 . 0 4 | 96.45 | 8 4 . 3 7 | 9 3 . 7 5 | 9 5 . 5 1 | 0 . 8 4 9 | 0 . 9 3 7 |
SVM-L | 88.49 | 9 6 . 5 4 | 84.18 | 92.51 | 95.06 | 0.832 | 0.925 | |
APD3_ANTIBACTERIAL | KNN | 79.32 | 9 5 . 3 0 ∗ | 7 7 . 1 8 ∗ | 87.31 | 9 2 . 6 1 | 0.738 | 0.873 |
SVM-L | 9 1 . 3 4 ∗ | 92.22 | 70.33 | 9 1 . 7 8 ∗ | 92.07 | 0 . 7 5 6 | 0 . 9 1 8 ∗ | |
DAMPD_BACTEROCIN | KNN | 100 | 95.53 | 85.83 | 97.76 | 96.36 | 0.902 | 0.978 |
SVM-L | 100 | 9 8 . 8 9 | 9 6 . 6 7 | 9 9 . 4 4 | 9 9 . 0 9 | 0 . 9 7 7 | 0 . 9 9 4 | |
APD3_BACTEROCIN | KNN | 83.50 | 9 5 . 0 4 | 77.05 | 89.27 | 93.12 | 0.758 | 0.893 |
SVM-L | 8 5 . 3 8 | 94.83 | 7 7 . 2 8 | 9 0 . 1 0 | 93.12 | 0 . 7 6 8 | 0 . 9 0 1 |