Implementation of Bagged SVM Ensemble Model for Classification of Epileptic States Using EEG.
Journal:
Current pharmaceutical biotechnology
Published Date:
Jan 1, 2019
Abstract
BACKGROUND: To decipher EEG (Electroencephalography), intending to locate inter-ictal and ictal discharges for supporting the diagnoses of epilepsy and locating the seizure focus, is a critical task. The aim of this work was to find how the ensemble model distinguishes between two different sets of problems which are group 1: inter-ictal and ictal, group 2: controlled and inter-ictal using approximate entropy as a parameter.