Transportation Mode Detection Based on Permutation Entropy and Extreme Learning Machine

Table 15

Detection results with PE + AV + HCR.

Classifier	Time (s)		Testing accuracy	Node
	Training	Testing
ELM	0.0068	0.0017	83.54%	50
ELM	0.0076	0.0076	83.39%	80
ELM	0.0102	0.0097	83.33%	100
ELM	0.0293	0.0190	82.62%	200
ELM	0.0595	0.0217	82.33%	300
ELM	0.1613	0.0293	81.78%	500
ELM	0.5108	0.0412	81.42%	800
ELM	0.8296	0.0674	81.39%	1000
SVM	0.0159	0.0059	72.22%	—