A tensor-based bi-random walks model for protein function prediction

BMC Bioinformatics

Table 3 The results of RWRT and six competing methods on the DIP and BioGRID dataset

Dataset	Methods	Precision	TPR	FPR	F-score
DIP	RWRT	0.410	0.426	0.590	0.417
	NC	0.126	0.491	0.831	0.201
	Zhang	0.176	0.179	0.761	0.177
	DCS	0.291	0.297	0.672	0.294
	DSCP	0.348	0.355	0.594	0.352
	PON	0.135	0.126	0.456	0.131
	GrAPFI	0.221	0.211	0.371	0.216
BioGRID	RWRT	0.430	0.449	0.571	0.439
	NC	0.172	0.633	0.780	0.270
	Zhang	0.292	0.301	0.666	0.297
	DCS	0.349	0.358	0.626	0.354
	DSCP	0.383	0.386	0.566	0.385
	PON	0.146	0.136	0.439	0.141
	GrAPFI	0.220	0.210	0.365	0.215

ISSN: 1471-2105