From: SMALF: miRNA-disease associations prediction based on stacked autoencoder and XGBoost
Feature vector | AUC | AUPR | Precision | Recall | F1_score | Accuracy |
---|---|---|---|---|---|---|
Only Similarity | 0.9167 | 0.9145 | 0.8297 | 0.8458 | 0.8376 | 0.8359 |
Only Latent Feature | 0.9476 | 0.9437 | 0.8756 | 0.8891 | 0.8822 | 0.8815 |
SMALF | 0.9503 | 0.9472 | 0.8808 | 0.8931 | 0.8868 | 0.8860 |