L2,1-GRMF: an improved graph regularized matrix factorization method to predict drug-target interactions

BMC Bioinformatics

Table 2 AUPR Results for Interaction Prediction Under CVd

Methods	NR	GPCR	IC	E
CMF	0.482(0.034)	0.406(0.008)	0.350(0.008)	0.375(0.007)
GRMF	0.517(0.025)	0.369(0.011)	0.341(0.016)	0.349(0.012)
WGRMF	0.520(0.025)	0.408(0.010)	0.364(0.018)	0.404(0.014)
L_2,1-GRMF	0.543(0.034)	0.373(0.011)	0.345(0.012)	0.346(0.013)
L_2,1-WGRMF	0.542(0.024)	0.400(0.010)	0.370(0.016)	0.408(0.013)
WKNKN+CMF	0.515(0.032)	0.409(0.010)	0.350(0.014)	0.385(0.004)
WKNKN+GRMF	0.542(0.028)	0.404(0.011)	0.356(0.014)	0.390(0.010)
WKNKN+WGRMF	0.528(0.033)	0.410(0.012)	0.369(0.017)	0.401(0.013)
WKNKN+L_2,1-GRMF	0.573(0.011)	0.394(0.007)	0.356(0.012)	0.386(0.013)
WKNKN+L_2,1-WGRMF	0.544(0.026)	0.394(0.012)	0.374(0.016)	0.385(0.007)

ISSN: 1471-2105