The Scientific World Journal / 2012 / Article / Tab 1

Research Article

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.

ModelTraining process time (s)Testing process time (s)Accuracy (%)

ANN32.251.1898.20
SVM1.800.2096.15
LR0.100.0597.50
LDA0.090.0497.25
ELM0.070.00599.75

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