Table 10.

Activity level recognition for using the novel designed cushion.

	Std Feature			ApEn Feature			Std & ApEn Feature
	Accuracy	Precision	F-Measure	Accuracy	Precision	F-Measure	Accuracy	Precision	F-Measure
Light intensity	0.998	1.0	0.999	1.0	0.997	0.998	0.998	1.0	0.999
Moderate intensity	1.0	0.995	0.997	0.995	1.0	0.997	1.0	0.99	0.995
Vigorous intensity	0.995	0.995	0.995	0.995	1.0	0.997	0.995	1.0	0.997
Total Results	0.998	0.998	0.998	0.998	0.998	0.998	0.998	0.998	0.998