Table 4 Prediction results of different methods for new drug on Gottlieb dataset
From: Additional Neural Matrix Factorization model for computational drug repositioning
Method name | AUC | AUPR | HR@1 | HR@5 | HR@10 |
|---|---|---|---|---|---|
ANMF | 0.859 | 0.161 | 28.1% | 34.5% | 46.2% |
DRRS | 0.824 | 0.107 | 28.1% | 30.4% | 39.2% |
GMF | 0.813 | 0.106 | 18.1% | 19.3% | 21.1% |
HGBI | 0.746 | 0.065 | 9% | 14% | 24.6% |