EURASIP Journal on Advances in Signal Processing

Table 5 Recognition results with different classification techniques

From: Recognition of human activities with wearable sensors

Activity	k-NN Acc (%)	Bayesian Acc (%)	SVM		RVM
			Acc (%)	N _SV	Acc (%)	N _RV
ST	74	91	93	121	99	4
SI	71	91	96	100	99	2
LY	74	99	99	100	100	3
WF	90	94	95	178	99	2
WL	94	98	99	74	99	2
WR	94	99	100	64	100	2
TR	98	100	99	82	100	2
TL	97	100	100	70	100	2
UP	91	91	95	145	97	2
Down	93	84	96	148	98	3
Jog	100	100	100	100	100	2
Jump	98	99	99	76	100	2
Push	89	99	99	44	100	2
Total	88.3	95.9	97.7	1302	99.2	30

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