Table 6 Prediction results of different methods for new drug on Cdataset
From: Additional Neural Matrix Factorization model for computational drug repositioning
Method name | AUC | AUPR | HR@1 | HR@5 | HR@10 |
|---|---|---|---|---|---|
ANMF | 0.857 | 0.097 | 19.2% | 33.3% | 37.3% |
DRRS | 0.824 | 0.084 | 25.4% | 30.5% | 35% |
GMF | 0.798 | 0.071 | 13.6% | 17% | 26% |
HGBI | 0.732 | 0.022 | 11.3% | 21.5% | 26% |