Table 3.
Average results of random forest algorithm with MSpEn, WpEn, and Ei.
| Method | Subject 1 | Subject 2 | Subject 3 | Subject 4 | Subject 5 | Subject 6 |
|---|---|---|---|---|---|---|
| MSpEn | 87.65% | 85% | 86.25% | 85% | 91.25% | 96.25% |
| E i | 98.75% | 95% | 97.5% | 93.75% | 98.75% | 97.5% |
| WpEn | 96.25% | 86.25% | 93.75% | 90% | 95% | 95% |
| Method | Subject 6 | Subject 7 | Subject 8 | Subject 9 | Subject 10 | Mean |
| MSpEn | 96.25% | 88.75% | 86.25% | 93.75% | 88.75% | 88.89% |
| E i | 97.5% | 96.25% | 95% | 97.5% | 97.5% | 96.75% |
| sWpEn | 95% | 91% | 91.25% | 93.75% | 96.25% | 93.38% |