[Retracted] Classification of EEG Signal-Based Encephalon Magnetic Signs for Identification of Epilepsy-Based Neurological Disorder

Table 6

AUC comparison of each model under different feature selection methods.

Model	Chi-squared test to extract features	test to extract features	Data after iterative feature removal
Logistic regression	0.905	0.914	0.845
SVM (kernel:linear)	0.965	0.878	0.854
SVM (kernel:rbf)	0.951	0.938	0.907
GaussianNB	0.951	0.951	0.919