Analysis of EMG Signals in Aggressive and Normal Activities by Using Higher-Order Spectra

Table 1

Performances of the ANN, SVM, LR, LDA, and ELM learning machines.

Model	Training process time (s)	Testing process time (s)	Accuracy (%)
ANN	32.25	1.18	98.20
SVM	1.80	0.20	96.15
LR	0.10	0.05	97.50
LDA	0.09	0.04	97.25
ELM	0.07	0.005	99.75