Data set | Approach | Performance | |
---|---|---|---|
AUC | AUPR | ||
Enzyme | Baseline | 0.84 | 0.15 |
LPbyCD(Louvain/JC\(_{NC}\)) | 0.96 | 0.71 | |
MOLIEREa | 0.99 | 0.90 | |
GPCR | Baseline | 0.80 | 0.22 |
LPbyCD(Louvain/JC\(_{NC}\)) | 0.89 | 0.49 | |
MOLIEREa | 0.95 | 0.75 | |
IC | Baseline | 0.76 | 0.27 |
LPbyCD(Louvain/JC\(_{NC}\)) | 0.97 | 0.78 | |
MOLIEREa | 0.98 | 0.91 | |
NR | Baseline | 0.63 | 0.26 |
LPbyCD(Louvain/JC\(_{CC}\)) | 0.82 | 0.45 | |
MOLIEREa | 0.91 | 0.68 | |
Kinase | Baseline | 0.61 | 0.13 |
LPbyCD(Louvain/JC\(_{NC}\)) | 0.91 | 0.50 | |
ALADINb | 0.93 | 0.60 |