A Master-Slave Binary Grey Wolf Optimizer for Optimal Feature Selection in Biomedical Data Classification

Table 7

Experimental results of the algorithms on the ovarian cancer dataset.

Algorithm	Accuracy			AvgSF	AvgPre	AvgRec	AvgF
	Max	Min	AvgAcc
BGWO2	0.964	0.956		2706.6	0.994	0.895	0.942
BGA	0.957	0.956		7457.6	0.988	0.891	0.937
BPSO	0.957	0.949		7501.6	0.983	0.886	0.932
DE	0.953	0.940		7777.5	0.981	0.869	0.921
SCA	0.980	0.953		422.4	0.993	0.913	0.951
MSBGWO	0.996	0.972	0.988 ± 0.007	167.9	0.996	0.973	0.984