Data Feature Extraction Method of Wearable Sensor Based on Convolutional Neural Network

Table 1

Experimental results of two methods.

Data set	Method	(%)	(%)	(%)
HEALTH	Chen et al.	98.1	91.3	90.1
	This paper	94.	94.1	93.1
WHARF	Chen et al.	67.1	42.9	42.6
	This paper	68.7	44.1	43.8
USTAD	Chen et al.	78.8	74.6	71.4
	This paper	79.6	76.8	73.2
Stanford-ECM Dataset	Chen et al.	92.3	88.1	88.8
	This paper	93.7	88.8	90.1
DATAEGO	Chen et al.	55.2	43.8	43.0
	This paper	58.2	45.7	44.7