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 |