NPF:network propagation for protein function prediction

BMC Bioinformatics

Table 6 The prediction results using ten-fold validation

Methods	Precison		Recall		F-measure
Methods	mean value	standard deviations	mean value	standard deviations	mean value	standard deviations
NPF	0.424	0.025	0.429	0.022	0.426	0.022
NC	0.176	0.014	0.610	0.023	0.273	0.018
Zhang	0.198	0.019	0.196	0.019	0.197	0.019
DCS	0.352	0.025	0.354	0.027	0.353	0.025
DSCP	0.378	0.027	0.382	0.028	0.380	0.027
PON	0.139	0.017	0.129	0.016	0.134	0.016
GrAPFI	0.219	0.018	0.209	0.018	0.214	0.018

ISSN: 1471-2105