Drug-target interactions prediction using marginalized denoising model on heterogeneous networks

BMC Bioinformatics

Table 5 AUC and AUPR scores of four prediction models

Dataset	Method	AUPR	AUC
Enzyme	BLM	0.9552	0.9890
	DDR	0.9457	0.9849
	DNILMF	0.9367	0.9939
	DTIP_MDHN	0.9609	0.9970
Ion Channel (IC)	BLM	0.8814	0.9891
	DDR	0.9535	0.9914
	DNILMF	0.9499	0.9926
	DTIP_MDHN	0.9744	0.9976
GPCR	BLM	0.8344	0.9716
	DDR	0.8224	0.9841
	DNILMF	0.8353	0.9804
	DTIP_MDHN	0.9543	0.9957
Nuclear Receptor (NR)	BLM	0.5949	0.8489
	DDR	0.8302	0.9431
	DNILMF	0.7993	0.9727
	DTIP_MDHN	0.8626	0.9913

ISSN: 1471-2105