Research Article
[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 |
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