Research Article
DCE-DForest: A Deep Forest Model for the Prediction of Anticancer Drug Combination Effects
Table 1
Model prediction performance comparison result.
| Model | ACC | F1-score | Recall | Precision | AUC | AUPRC |
| XGBOOST | 0.976 | 0.274 | 0.172 | 0.663 | 0.888 | 0.361 | LR | 0.972 | 0.06 | 0.031 | 0.487 | 0.853 | 0.203 | DeepSynergy | 0.975 | 0.311 | 0.207 | 0.631 | 0.907 | 0.382 | NN-XIA | 0.976 | 0.314 | 0.208 | 0.682 | 0.913 | 0.422 | DCE-DForest | 0.976 | 0.334 | 0.222 | 0.676 | 0.921 | 0.428 |
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