From: SMALF: miRNA-disease associations prediction based on stacked autoencoder and XGBoost
Dimensionality | AUC | AUPR | Precision | Recall | F1_score | Accuracy |
---|---|---|---|---|---|---|
8 | 0.9371 | 0.9371 | 0.8623 | 0.8756 | 0.8689 | 0.8678 |
16 | 0.9436 | 0.9392 | 0.8682 | 0.8841 | 0.8760 | 0.8748 |
32 | 0.9452 | 0.9404 | 0.8748 | 0.8828 | 0.8788 | 0.8781 |
64 | 0.9503 | 0.9472 | 0.8808 | 0.8931 | 0.8868 | 0.8860 |
128 | 0.9495 | 0.9479 | 0.8795 | 0.8869 | 0.8831 | 0.8825 |