Transportation Mode Detection Based on Permutation Entropy and Extreme Learning Machine

Table 18

Detection results with PE + AV + HCR + SR + VCR + DV.

Classifier	Time (s)		Testing accuracy	Node
	Training	Testing
ELM	0.0045	0.0036	73.85%	50
ELM	0.0109	0.0062	75.06%	80
ELM	0.0117	0.0097	74.01%	100
ELM	0.0337	0.0178	74.75%	200
ELM	0.0564	0.0256	73.64%	300
ELM	0.1774	0.0317	73.13%	500
ELM	0.4325	0.0537	71.79%	800
ELM	0.7972	0.0374	70.56%	1000
SVM	0.0345	0.0127	63.45%	—