A Novel Machine Learning Model for the Detection of Epilepsy and Epileptic Seizures Using Electroencephalographic Signals Based on Chaos and Fractal Theories

Table 1

EEG classification problems.

Experiments	Description	U-Sub
Exp 1	H vs. E	(Z and/or O) vs. (N and/or F)
Exp 2	H vs. ES	(Z and/or O) vs. S
Exp 3	E vs. ES	(C and/or O) vs. S
Exp 4	(H and E) vs. ES	((Z and/or O), (N and/or F)) vs. S
Exp 5	H vs. (E and ES)	(Z and/or O) vs. ((N and/or F), S)
Exp 6	H vs. E vs. ES	(Z and/or O) vs. (N and/or F) vs. S