Table 2.
Average results of decision tree algorithm with multi-scale sample entropy (MSpEn), wavelet packet entropy (WpEn), and wavelet packet energy (Ei).
| Method | Subject 1 | Subject 2 | Subject 3 | Subject 4 | Subject 5 | Subject 6 |
|---|---|---|---|---|---|---|
| MSpEn | 80.25% | 73.57% | 72.15% | 53.65% | 83.52% | 79.80% |
| E i | 97.75% | 85.02% | 96.77% | 96.05% | 96.75% | 91.87% |
| WpEn | 96.97% | 83.27% | 97.60% | 95.30% | 91.40% | 88.68% |
| Method | Subject 6 | Subject 7 | Subject 8 | Subject 9 | Subject 10 | Average |
| MSpEn | 79.80% | 75.80% | 78.60% | 84.50% | 73.40% | 75.52% |
| E i | 91.87% | 89.07% | 94.82% | 97.62% | 97.57% | 94.33% |
| WpEn | 88.68% | 91% | 94.08% | 97.55% | 97.39% | 93.32% |