Table A1.

Features extracted from the time domain.

Apply on	Features Extraction
Raw signal	Median—Mean—Variance—Root mean square amplitude—
	Difference between highest and lowest value—Skewness—
	Kurtosis—Integrated EEG—Mean absolute value—Simple
	square integral—V-order 2 and 3—Log detector—Average
	amplitude change—Difference absolute standard deviation
	value—Number of local maxima and minima—2nd and
	3rd Hjorth parameters—Zero crossing rate—Autoregressive
	modelling error (orders 1 to 9)—Non-linear energy
1st derivative	Variance—Zero crossing rate
2nd derivative	Variance—Zero crossing rate
EEG frequency bands	Maximum—Standard Deviation Value—
($\delta$, $\theta$, $\alpha$, $\beta$, $\gamma$)	Skewness—Kurtosis