Table 2.

Results of the users’ discrimination according to the quantities adopted in the classification.

	Accuracy (Average ± Deviation)
Classification Method	Health	Home Automation	Health + Home
DT	$0.97\pm 0.03$	$0.86\pm 0.03$	$0.97\pm 0.03$
NCFS	$0.99\pm 0.01$	$0.96\pm 0.02$	$0.99\pm 0.01$
SVM	$0.96\pm 0.03$	$0.92\pm 0.03$	$0.98\pm 0.02$