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

Table 7

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

Classifier	Index	st-sig	sig-st	st-sic	sic-st	st-sq	sq-st	sig-ld	ld-sig
DPK-OMELM	SEN	97.65	96.26	100	100	97.96	96.26	100	100
	SPE	98.56	97.85	100	100	98.56	97.96	100	100
	ACC	98.45	97.65	100	100	98.49	97.75	100	100
GK-SVM	SEN	92.96	91.43	96.64	96.28	92.96	91.43	100	100
	SPE	94.65	92.95	98.23	98.59	94.54	92.95	100	100
	ACC	94.44	92.76	98.03	98.30	94.34	92.76	100	100
FMMNN	SEN	88.56	85.43	92.17	92.20	88.96	85.95	99.20	99.20
	SPE	89.94	89.95	95.20	95.17	89.58	89.43	100	99.95
	ACC	89.77	89.39	94.82	94.80	89.50	89.00	99.90	99.86