Table 2 Important features list for classifying eye blinks for different channels.
Domain | Channel 1 (FP1) | Channel 2 (FP2) | Channel 1 & 2 (Combined) |
|---|---|---|---|
Basic statistical | Std dev, min | Std dev, max | Std dev, max, min |
Time-domain | Skewness, kurtosis | Skewness, kurtosis | Skewness, kurtosis |
Amplitude-driven | Peak-to-peak amplitude | Peak-to-peak amplitude | Peak-to-peak amplitude |
Frequency-domain | Theta band power | Theta band power | Theta band power, delta band power |
