Table 2.
Prediction results of the 5-fold interactive test of SVM based on SMILES string kernel on five datasets.
| Dataset | TP | FN | TN | FP | SE | SP | ACC | MCC | AUC |
|---|---|---|---|---|---|---|---|---|---|
| DBPCANN | 78 | 3 | 54 | 12 | 97.77 | 88.67 | 86.21 | 81.47 | 89.39 |
| Center | 124 | 20 | 88 | 19 | 84.74 | 88.49 | 90.22 | 70.08 | 97.01 |
| EPAFHM | 214 | 67 | 187 | 112 | 75.72 | 64.54 | 70.02 | 42.02 | 84.87 |
| CPDBAS | 264 | 92 | 276 | 65 | 69.36 | 82.68 | 72.34 | 54.05 | 87.04 |
| FDAMDD | 278 | 84 | 325 | 91 | 79.17 | 79.67 | 77.98 | 66.01 | 89.37 |