Table 3.
Prediction results of SVM based on SMILES string kernel on the independent verification set.
| Dataset | TP | FN | TN | FP | SE | SP | ACC | MCC | AUC |
|---|---|---|---|---|---|---|---|---|---|
| DBPCANN | 21 | 4 | 17 | 1 | 91.78 | 89.04 | 89.71 | 82.01 | 89.71 |
| Center | 38 | 6 | 13 | 5 | 87.12 | 72.47 | 87.01 | 34.27 | 88.71 |
| EPAFHM | 43 | 19 | 42 | 24 | 76.37 | 63.24 | 70.01 | 40.24 | 74.14 |
| CPDBAS | 57 | 21 | 68 | 18 | 72.01 | 80.99 | 72.41 | 57.14 | 82.27 |
| FDAMDD | 84 | 37 | 73 | 21 | 78.04 | 76.27 | 78.01 | 57.34 | 87.01 |