Table 1.

Top fifteen Selected features using RFE and LassoCV.

RFE	LassoCV
Theta band of T4	Log energy entropy of Theta band in C3
Alpha band of POz	Beta band of Pz
Beta band of T4	Theta band of T6/Beta band of T6
Theta band of F7/Alpha band of P3	Delta band of T3
Theta band of F8/Alpha band of POz	Log energy entropy of Beta band in T6
Theta band of Fp2/Alpha band of Pz	Theta band of F8/Alpha band of P3
Theta band of Fp2/Alpha band of POz	Theta band of F4/Alpha band of P3
Theta band of Fz/Alpha band of POz	Log energy entropy of Delta band in T5
Theta band of F4/Alpha band of POz	Alpha band of P4
Log energy entropy of Delta band in T6	Theta band of F8
Log energy entropy of Delta band in T3	Theta band of F4
Log energy entropy of Delta band in C4	Log energy entropy of Delta band in T6
Log energy entropy of Theta band in Cz	Log energy entropy of Delta band in F7
Log energy entropy of Alpha band in T5	Log energy entropy of Delta band in Fp1
Log energy entropy of Beta band in T5	Theta band of O2/Beta band of O2