Hybrid Binary Imperialist Competition Algorithm and Tabu Search Approach for Feature Selection Using Gene Expression Data

Table 5

The computational results obtained by our proposed algorithm HICATS for 10 independent runs on Leukemia 1, Leukemia 2, and DLBCL datasets.

Runs	Leukemia 1		Leukemia 2		DLBCL
	Acc. (%)	Selected genes	Acc. (%)	Selected genes	Acc. (%)	Selected genes
1	100	3	100	8	100	4
2	100	3	100	10	100	3
3	100	3	100	6	100	5
4	100	3	100	6	100	3
5	100	3	100	7	100	4
6	100	3	100	8	100	3
7	100	3	100	5	100	4
8	100	3	100	7	100	5
9	100	3	100	5	100	6
10	100	3	100	6	100	4
Ave. SD	100 0	3 0	100 0	6.80 1.55	100 0	4.10 0.99