Feature Selections Using Minimal Redundancy Maximal Relevance Algorithm for Human Activity Recognition in Smart Home Environments

Table 6

Comparison results of TARARs under two mRMR evaluation criteria (D-R and D/R).

Features subset
Classifier	Criterion	1	2	3	4	5	6	7	8	9	10	11	12	13
NB	D-R	0.535	0.695	0.870	0.870	0.870	0.890	0.885	0.902	0.903	0.900	0.898	0.903	0.903
	D/R	0.535	0.695	0.870	0.870	0.870	0.880	0.877	0.892	0.888	0.887	0.903	0.903	0.903
HMM	D-R	0.170	0.255	0.447	0.523	0.638	0.745	0.770	0.832	0.837	0.873	0.872	0.878	0.880
	D/R	0.170	0.255	0.447	0.523	0.638	0.747	0.768	0.817	0.837	0.858	0.853	0.878	0.880