MS-k NN: protein function prediction by integrating multiple data sources

BMC Bioinformatics

Table 7 AUC scores for MF terms

Algorithm	Threshold	Top n	Weighted threshold	TermAUC
Prior	0.867	0.742	0.795	0.500
BLAST	0.794	0.779	0.734	0.634
Gotcha	0.786	0.774	0.728	0.665
k NN (1 source)	0.814	0.780	0.747	0.702
MS-k NN (3 sources)	0.883	0.784	0.819	0.701

ISSN: 1471-2105