Machine Learning-Based Aerobic Exercise Recognition and Its Effect on Health Status of College Students

Table 1

Comparison of recognition rate of different algorithms.

Motion state	CNN		RNN		DNN
	Training result	Test result (%)	Training result	Test result (%)	Training result	Test result (%)
Recognition rate	96.67%	92.98	65.11%	52.22	90.65%	40.21
t	1.221		2.511		3.812
	0.191		0.041		0.001