Table 4 AUC and AUPR of DTIP_MDHN using 3 kernel matrices under CVP setting
From: Drug-target interactions prediction using marginalized denoising model on heterogeneous networks
| Dataset | final kernel matrices | AUPR | AUC |
|---|---|---|---|
| Enzyme | KGD/KGT | 0.8540 | 0.9831 |
| KFD/KFT | 0.9480 | 0.9867 | |
| KFJD/KFJT | 0.9738 | 0.9995 | |
| Ion Channel (IC) | KGD/KGT | 0.8735 | 0.9904 |
| KFD/KFT | 0.9482 | 0.9917 | |
| KFJD/KFJT | 0.9700 | 0.9994 | |
| GPCR | KGD/KGT | 0.8660 | 0.9812 |
| KFD/KFT | 0.9480 | 0.9973 | |
| KFJD/KFJT | 0.9651 | 0.9990 | |
| Nuclear Receptor (NR) | KGD/KGT | 0.7483 | 0.9867 |
| KFD/KFT | 0.8086 | 0.9856 | |
| KFJD/KFJT | 0.8315 | 0.9988 |