Table 5.

Confusion matrix for the WS-HAR using Weizmann action dataset, while removing the proposed feature selection method (SWLDA) (Unit: %).

Activities	Bend	Jack	Pjump	Run	Side	Skip	Walk	Wave1	Wave2
Bend	92	0	2	0	0	1	0	2	3
Jack	2	86	3	2	0	2	3	0	2
Pjump	0	0	96	2	0	2	0	0	0
Run	0	0	1	95	0	0	4	0	0
Side	0	4	1	1	92	2	0	0	0
Skip	0	2	3	0	0	94	0	1	0
Walk	0	2	0	4	1	2	90	0	1
Wave1	0	0	0	2	0	2	0	96	0
Wave2	0	0	2	0	1	0	2	0	95
Average					92.89