Table 2 Comparison of three data sources and three indicators of DRDA
From: A drug repositioning algorithm based on a deep autoencoder and adaptive fusion
Datasets | Precision | Recall | F-score | AUC |
|---|---|---|---|---|
Drug-disease | 0.9823 | 0.7167 | 0.8287 | 0.9998 |
Drug feature | 0.2082 | 0.8593 | 0.3351 | 0.9649 |
Drug-side | 0.3090 | 0.6008 | 0.4081 | 0.9940 |
DRDA | 0.9047 | 0.9035 | 0.9041 | 0.9993 |