Table 8 Improvement with the MENN algorithm for the “Test_Data” set
For samples (accuracy) (%) | For subjects (accuracy) (%) | |
|---|---|---|
DNNE (without MENN) | ||
Mean | 80.42 | 87.5 |
Std | 0.0327 | 0.0342 |
Best | 86.9 | 92.86 |
DNNE (with MENN) | ||
Mean | 95.3 | 98.22 |
Std | 0.0101 | 0.0069 |
Best | 97.02 | 100 |
RF (without MENN) | ||
Mean | 56.37 | 54.28 |
Std | 0.0184 | 0.0471 |
Best | 59.52 | 60.71 |
RF (with MENN) | ||
Mean | 99.4 | 100 |
Std | 0.003 | 0 |
Best | 100 | 100 |