Table 7.

Activity recognition for using the pressure sensor cushion.

	Std Feature			ApEn Feature			Std & ApEn Feature
	Accuracy	Precision	F-Measure	Accuracy	Precision	F-Measure	Accuracy	Precision	F-Measure
Reading	0.985	0.975	0.98	0.93	0.845	0.885	0.98	0.97	0.975
Desk Working	0.889	0.947	0.917	0.688	0.815	0.747	0.879	0.926	0.902
Conversation	0.96	0.918	0.939	0.824	0.808	0.816	0.945	0.913	0.928
Swing	1.0	0.995	0.997	0.995	1.0	0.997	1.0	0.995	0.997
Doing Exercise	0.995	0.995	0.995	0.995	0.957	0.975	1.0	1.0	1.0
Total Results	0.966	0.966	0.966	0.886	0.885	0.884	0.961	0.961	0.961