Table 12 Classification accuracy for off-PD versus HC based on leave one subject out CV technique.
FE method + classifier | Accuracy (No. of selected channels) | ||||
|---|---|---|---|---|---|
RF | SVMLinear | SVMQuadratic | LDA | KNN | |
DWT + LogEn | 79.63 (9) | 83.95 (8) | 80.86 (5) | 83.33 (18) | 83.95 (9) |
DWT + ThEn | 78.40 (8) | 87.04 (13) | 83.64 (9) | 87.65 (14) | 82.41 (16) |
DWT + SuEn | 79.63 (9) | 83.33 (11) | 83.33 (6) | 88.58 (21) | 83.64 (15) |
DWT + TShEn | 77.78 (10) | 87.04 (10) | 84.57 (8) | 82.72 (9) | 85.19 (14) |
