Optimized between-group classification: a new jackknife-based gene selection procedure for genome-wide expression data

Table 3 Comparison of the accuracy of OBC with different classification methods.

Dataset	Method	% correct LOOCV	% correct prediction of independent test samples
Sarcoidosis	OBC	96%	75%
	BGA	75	50
	GA/KNN	92	62.5
	MAMA	67	62.5
	Shrunken centroids	79¹	62.5¹
Tumour	OBC	100	100
	BGA	92.6	95
	GA/KNN	100	95
	MAMA	98	76
	Shrunken centroids	100²	90²

ISSN: 1471-2105