A Novel Triple Matrix Factorization Method for Detecting Drug-Side Effect Association Based on Kernel Target Alignment

Table 5

Comparison to existing methods via 5-fold Cross-Validation.

Datasets	Methods	AUPR	AUC
Pauwels	Pauwels’s method^a
	Liu’s method^a
	Cheng’s method^a
	RBMBM^a [26]
	INBM^a [26]
	Ensemble model^a [26]
	CMF^b
	GRMF^b
	NRLMF^b
	LGC^b
	Our method
Mizutani	Mizutani’s method^a
	Liu’s method^a
	Cheng’s method^a
	RBMBM^a [26]
	INBM^a [26]
	Ensemble model^a [26]
	CMF^b
	GRMF^b
	NRLMF^b
	LGC^b
	Our method
Liu	Liu’s method^a
	Cheng’s method^a
	RBMBM^a [26]
	INBM^a [26]
	Ensemble model^a [26]
	CMF^b
	GRMF^b
	NRLMF^b
	LGC^b
	Our method

^aResults are derived from [26]. ^bResults are derived from [18].