Table 3 Prediction results of different methods on Gottlieb dataset
From: Additional Neural Matrix Factorization model for computational drug repositioning
Method name | AUC | AUPR | HR@1 | HR@5 | HR@10 |
|---|---|---|---|---|---|
ANMF | 0.938 | 0.347 | 47.9% | 61.3% | 74.2% |
DRRS | 0.93 | 0.292 | 45.9% | 53.1% | 72.7% |
GMF | 0.88 | 0.281 | 35.1% | 48.5% | 61.9% |
HGBI | 0.829 | 0.16 | 33% | 45.4% | 59.3% |