Table 1.
Receiver Operating Characteristic area under curve (ROC AUC) and Precision-Recall area under curve (PR AUC) of all the methods in comparison.
| Average performance on 763 drugs | |||||
|---|---|---|---|---|---|
| HeteroDualNet | TL_HGBI | MBiRW | LRSSL | SCMFDD | |
| ROC AUC | 0.908 | 0.723 | 0.855 | 0.845 | 0.611 |
| PR AUC | 0.154 | 0.031 | 0.045 | 0.089 | 0.006 |