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

Table 5

Comparison of classifier accuracy under different feature selection methods.

Model	Chi-squared test to extract features	score to extract features	Data after iterative feature removal
Logistic regression	0.833	0.833	0.750
SVM (kernel:linear)	0.896	0.792	0.750
SVM (kernel:rbf)	0.833	0.854	0.833
GaussianNB	0.917	0.917	0.875