Feature Vector

Percentage of

Feature Reduction (%)

Classification Accuracy (%)

1 Trial

5 Trials

10 Trials

15 Trials

All sub-bands

_

26.5

67

85

91.5

Optimal sub-bands

about 40

25

68

86

92