Table 3.
AUC values for random forest models predicting the approval of drug-indication pairs using the features listed
| Features | Average AUC (10-fold CV) | STD AUC (10-fold CV) |
|---|---|---|
| ORR | 0.83 | 0.13 |
| ORR + predicted toxicity | 0.89 | 0.08 |
| ORR + predicted IC50 | 0.88 | 0.07 |
| ORR + predicted toxicity + predicted efficacy | 0.89 | 0.06 |