A Feature Selection Algorithm Integrating Maximum Classification Information and Minimum Interaction Feature Dependency Information

Table 2

The difference between NDCRFS and the comparison algorithms.

No.	MIM	IG-RFE	IWFS	CMIM	DWFS	CIFE
1	0.667	0.818	0.333	0.333	0.429	0.176
2	0.935	0.935	0.765	0.765	0.818	0.765
3	0.538	0.579	0.5	0.463	0.5	0.5
4	0.818	0.818	0.333	0.333	0.25	0.25
5	0.017	0.017	0.017	0.0	0.132	0.0
6	0.0	0.017	0.017	0.0	0.034	0.091
7	0.579	0.622	0.053	0.224	0.017	0.034
8	0.429	0.5	0.224	0.395	0.25	0.091
9	0.034	0.017	0.017	0.017	0.091	0.017
10	0.091	0.017	0.818	0.0	0.765	0.0
11	0.132	0.132	0.034	0.132	0.071	0.071
12	0.017	0.2	0.017	0.0	0.071	0.0
Average	0.355	0.389	0.261	0.222	0.286	0.166