A Simple Fitness Function for Minimum Attribute Reduction

Table 3

Performance of GA using different fitness functions.

Dataset
	STL	AVL		AVT	STL	AVL		AVT
blance	4	4	1/1	38.501	4	4	1/1	30.359
spect	16	16	1/1	8.021	16	16	1/1	7.856
Lung-cancer	3	4.21	0.07/0.98	2.983	3	4.03	0.2/1	1.123
Sponge	8	8.58	0.59/0.96	6.306	8	8.17	0.77/0.98	4.311
Vote	8	8.31	0.78/1	8.762	8	8.22	0.82/1	5.762
Zoo	5	5.11	0.94/1	6.243	5	5	1/1	4.52
Soybean-small	2	2.43	0.76/1	2.227	2	2.51	0.71/1	1.175