From: Semi-supervised drug-protein interaction prediction from heterogeneous biological spaces
Data | Methods | AUC | Sensitivity(%) | Specificity(%) |
---|---|---|---|---|
* Enzyme | Combining weighted profile | 92.2 | 6 | 99.9 |
 | LapRLS | 95.0 | 53 | 99.9 |
 | NetLapRLS | 98.3 | 75 | 99.9 |
* Ion channel | Combining weighted profile | 90.7 | 17 | 99.7 |
 | LapRLS | 96.1 | 36 | 99.8 |
 | NetLapRLS | 98.6 | 72 | 99.9 |
* GPCR | Combining weighted profile | 86.9 | 13 | 99.7 |
 | LapRLS | 93.4 | 24 | 99.8 |
 | NetLapRLS | 97.1 | 50 | 99.8 |
Nuclear receptor | Combining weighted profile | 81.0 | 11 | 99.4 |
 | LapRLS | 85.0 | 16 | 99.4 |
 | NetLapRLS | 88.8 | 21 | 99.5 |