Xiaojie Lu

XGBoost Classification of Epileptic EEG Using Nonlinear Dynamical Features and SHAP

To evaluate whether nonlinear descriptors of electroencephalogram (EEG) signals support interpretable XGBoost classification and to determine how analysis window duration affects performance. A secondary analysis of the public Bonn EEG dataset was performed. Nine nonlinear featur...