Skip to main content

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
  1. The best results in each column are in bold