BMC Bioinformatics

Table 3 Performances of proposed EMP-SVD and state-of-the-art methods

From: Prediction of drug-disease associations based on ensemble meta paths and singular value decomposition

Methods	AUPR	AUC	PRE	REC	ACC	MCC	F ₁
EMP-SVD	0.956	0.951	0.913	0.854	0.876	0.755	0.882
PREDICT	0.908	0.895	0.809	0.850	0.830	0.662	0.828
TL-HGBI	0.852	0.846	0.829	0.750	0.774	0.552	0.787
LRSSL	0.881	0.861	0.864	0.732	0.770	0.553	0.790
SCMFDD	0.836	0.854	0.926	0.713	0.774	0.575	0.805
MBiRW	0.952	0.942	0.867	0.901	0.884	0.769	0.884

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ISSN: 1471-2105

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