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 |