An Efficient Feature Selection Method for Video-Based Activity Recognition Systems

Table 11

Accuracy of the designed approach with probabilistic distance on depth database.

Activities	BD	JK	PJU	RUN	SMO	SKI	WAK	1HW	2HW	JU	CL	BOX	SS
BD	75	2	2	1	4	2	1	2	2	1	2	4	2
JK	2	80	1	2	2	2	3	0	1	2	1	2	2
PJU	1	2	77	2	1	4	2	3	2	1	2	2	1
RUN	1	2	1	82	2	1	1	2	2	1	2	1	2
SMO	2	1	2	2	80	2	1	2	1	2	1	2	2
SKI	1	2	1	4	2	79	1	2	2	2	1	2	1
WAK	2	1	2	0	1	2	83	1	2	1	2	1	2
1HW	0	2	0	2	1	1	2	87	1	2	0	0	2
2HW	1	2	3	1	2	1	4	2	77	2	2	1	2
JU	2	0	1	2	1	2	0	1	2	84	2	2	1
CL	1	1	2	1	2	0	2	2	1	1	86	1	0
BOX	1	2	2	1	2	5	1	2	2	4	1	75	2
SS	2	2	1	2	1	2	2	0	2	1	2	2	81
Average	80.4%