Gene selection and classification for cancer microarray data based on machine learning and similarity measures

BMC Genomics

Table 3 P-values from testing superiority of new methods to others

Method	NBC-MMC		NMSC-MMC		NBC-MSC		NMSC-MSC
	HS_HR	MS_HR	HS_HR	MS_HR	HS_HR	MS_HR	HS_HR	MS_HR
GLGS	0.092	0.15	0.13	0.22	0.023	0.0212	0.038	0.048
LOOCSFS	<0.0001	<0.0001	<0.0001	0.0001	<0.0001	<0.0001	<0.0001	<0.0001
SVMRFE	<0.0001	<0.0001	<0.0001	0.0077	<0.0001	0.0001	<0.0001	0.0004
SFFS-LSBOUND	<0.0001	<0.0001	<0.0001	<0.0001	<0.0001	<0.0001	<0.0001	<0.0001
SFS-LSBOUND	<0.0001	<0.0001	<0.0001	<0.0001	<0.0001	<0.0001	<0.0001	<0.0001
T-TEST	<0.0001	<0.0001	<0.0001	<0.0001	<0.0001	<0.0001	<0.0001	<0.0001

ISSN: 1471-2164