Table1 Five top rank features for each classification problems
From: Applying nonlinear measures to the brain rhythms: an effective method for epilepsy diagnosis
Sub-sets | Rank | ||||
|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | |
ABCD/E | KFD (Theta) | KFD (Beta) | KFD (Delta) | KFD (Alpha) | HFD kmax=45 (Beta) |
AB/CD/E | KFD (Theta) | KFD (Beta) | HFD kmax=30 (Original Signal) | HFD kmax=45 (Original Signal) | KFD (Delta) |
A/D/E | KFD (Beta) | KFD (Theta) | HFD kmax=30 (Original Signal) | HFD kmax=45 (Original Signal) | KFD (Alpha) |
A/E | KFD (Theta) | KFD (Beta) | KFD (Alpha) | KFD (Delta) | KFD (Original Signal) |
D/E | KFD (Beta) | KFD (Theta) | KFD (Alpha) | Hurst Exponent (Beta) | KFD (Delta) |