Table 3 Classification accuracy of the “Test_Data” set
For samples (accuracy) (%) | For subjects (accuracy) (%) | |
|---|---|---|
DNNE (with MENN) | ||
Mean | 95.30 | 98.22 |
Std | 0.0101 | 0.0069 |
Best | 97.02 | 100 |
RF (with MENN) | ||
Mean | 99.40 | 100 |
Std | 0.003 | 0 |
Best | 100 | 100 |
SVM (linear kernel) | ||
Mean | 68.45 | 67.86 |
Std | 0 | 0 |
Best | 68.45 | 67.86 |
Method in [1] | ||
Mean | – | 75 |
Best | – | 75 |