Feature Selection with Neighborhood Entropy-Based Cooperative Game Theory

Table 3

Order of feature selection on different datasets.

Data	NECGT-mRMR	mRMR	NECGT-RS	RS
Lymphography	13, 5, 17, 8, 2, 15	13, 5, 18, 1, 9, 2	13, 2, 15, 14, 3, 16	13, 2, 15, 14, 10, 1
Crx	9, 14, 6, 8, 15	9, 15, 6, 11, 8	9, 6, 12, 1, 14	9, 10, 14, 6, 2
Cardiotocogrphy	6, 22, 11, 2, 1, 4, 5, 7, 19	6, 22, 11, 2, 18, 5, 7, 4, 8	5, 15, 4, 3, 16, 17, 11, 22, 1	6, 8, 13, 7, 1, 2, 3, 4, 5
Spectf	26, 34, 36, 24, 43, 28, 44, 8, 30, 10, 16, 15, 25, 14	26, 34, 10, 4, 40, 14, 7, 28, 6, 43, 30, 15, 32, 42	33, 37, 21, 38, 3, 5, 24, 27, 34, 13, 29, 20, 23, 36	26, 43, 3, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12
Hepatitis	12, 18, 17, 6, 11, 5	14, 12, 19, 17, 11, 6	15, 16, 8, 9, 3, 18	15, 16, 1, 2, 3, 4