Dataset

Awareness Model

Framework

Recognition Rate (%)

Single

Sequence

Original Dataset

MLP

Input-H-H-H-Log

96.2637

29.37

SVM

Linear

96.3154

0.3

Polynomial

46.3706

0

Radial Basis

97.1561

39.84

Sigmoid

96.6435

33.56

CNN

Input-C-C-H-Log

99.0306

73.08

CGSM

Input-Cs-Cs-H-Log

99.7503

92.25