Table 8 Comparative results of SSF-DDI (sequence and substructure features for drug–drug interactions prediction) on the DrugBank dataset (%)
Method | ACC | AUC | F1 | Prec | Rec | AP |
|---|---|---|---|---|---|---|
SF-DDI w/o substructure | 94.77 | 98.34 | 94.92 | 92.23 | 97.76 | 97.83 |
SF-DDI w/o sequence | 96.09 | 98.78 | 96.15 | 94.74 | 97.59 | 98.29 |
SSF-DDI w/o SGFE and sequence | 95.56 | 98.58 | 95.63 | 94.05 | 97.27 | 98.15 |
SSF-DDI(ours) | 96.45 | 98.92 | 96.5 | 95.22 | 97.89 | 98.53 |