Outcome prediction based on microarray analysis: a critical perspective on methods

BMC Bioinformatics

Table 10 Consistency index (average gene frequency) for the tested algorithms.

Method-Group Kategory Kategory	Method	Breast Cancer	Leukemia	Colon Cancer
Filter Method	Fisher's ratio	0.64	0.74	0.80
Wrapper Methods	RFE-LNW-GD	0.70	0.71	0.65
	RFE-SVM	0.49	0.37	0.35
	RFE-LSSVM	0.87	0.89	0.87
	RFE-RR	0.18	0.06	0.30
	RFE-FLDA	0.32	0.25	0.22
Hybrid Methods	RFE-LNW1	0.53	0.63	0.55
	RFE-LNW2	0.64	0.78	0.79
	RFE-FSV-7DK	0.58	0.63	0.63

ISSN: 1471-2105