Daily Activity Monitoring and Fall Detection Based on Surface Electromyography and Plantar Pressure

Table 8

SEN, SPE, and ACC of each gait activity under DPK-OMELM, GK-SVM, and FMMNN (%).

Classifier	Index	wf	gu	gd	r
DPK-OMELM	SEN	99.20	98.56	98.48	100
	SPE	100	99.70	99.75	100
	ACC	99.80	99.42	99.43	100
GK-SVM	SEN	96.35	91.43	91.52	97.69
	SPE	97.88	92.95	93.04	98.74
	ACC	97.50	92.57	92.66	98.48
FMMNN	SEN	89.36	85.43	85.17	91.27
	SPE	89.98	88.95	89.20	94.35
	ACC	89.83	88.07	88.19	93.58