Feature Selection in Decision Systems: A Mean-Variance Approach

Table 4

Comparison of selected features by different uncertainty measures.

Data sets	Dependency	Mutual information	MVM
Lymph	18 2 13 14 15 16	13 18 14 2 15 16	13 18 14 2 15 16
Mush	5 20 8 12 3	5 20 22 21	5 20 22 21
Soybean	18 26 11 12 35 29 22 1	29 15 22 1 18 3 7 6	28 26 22 15 1 18 3 7
	3 6 7 10 4 5 9 16	10 4 9 16 5	10 6 14 4
Zoo	4 13 12 6 8	13 4 6 8 3	13 4 6 8 3