Dataset

Awareness Model

Framework

Recognition Rate (%)

Single

Sequence

Original Dataset

MLP

Input-H-H-H-Log

98.0272

52.66

SVM

Linear

97.2817

29.96

Polynomial

89.4154

0.65

Radial Basis

98.725

56.62

Sigmoid

98.3401

47.08

CNN

Input-C-C-H-Log

99.7231

91.52

CGSM

Input-Cs-Cs-H-Log

99.8024

93.8652