A Feature Selection Method of the Island Algorithm Based on Gaussian Mutation

Table 8

Experimental results of classification accuracy on different categories.

Category	Average classification accuracy			Average number of features
	N-BPSO	IAMFS	All features	N-BPSO	IAMFS	All features
Aircraft	0.6058	0.7758	0.5640	189	162	256
Dogs	0.7058	0.7842	0.5435	171	174	256
Bird	0.7163	0.7864	0.5547	180	167	256
Bottle	0.6642	0.7679	0.5942	183	170	256
Bonsai	0.6440	0.7060	0.6138	187	172	256