Table 1.
Features included in the random forest algorithm.
| 1 | Lowest delta power | 14 | Mean beta power |
| 2 | Mean delta power | 15 | Highest beta power |
| 3 | Highest delta power | 16 | Lowest peak frequency |
| 4 | Lowest theta power | 17 | Mean peak frequency |
| 5 | Mean theta power | 18 | Highest peak frequency |
| 6 | Highest theta power | 19 | Theta/alpha ratio |
| 7 | Lowest alpha-1 power | 20 | Lowest PLI (alpha band) |
| 8 | Mean alpha-1 power | 21 | Mean PLI (alpha band) |
| 9 | Highest alpha-1 power | 22 | Highest PLI (alpha band) |
| 10 | Lowest alpha-2 power | 23 | Highest degree |
| 11 | Mean alpha-2 power | 24 | Leaf number |
| 12 | Highest alpha-2 power | 25 | Tree hierarchy |
| 13 | Lowest beta power |