kNN and SVM classification for EEG: a review

• Main Authors: Fuad, N., Sha'abani, M.N.A.H., Jamal, Norezmi, Ismail, M.F.
• Other Authors: Nasir, Ahmad Nor Kasruddin
• Format: Book Section
• Language: English
• Published: Springer Nature 2020
• Subjects: TK7800-8360 Electronics
• Online Access: http://eprints.uthm.edu.my/2872/1/kNN%20and%20SVM%20classification%20for%20eeg.pdf; http://eprints.uthm.edu.my/2872/
• Institution: Universiti Tun Hussein Onn Malaysia

This paper review the classification method of EEG signal based on k-nearest neighbor (kNN) and support vector machine (SVM) algorithm. For instance, a classifier learns an input features from a dataset using specific approach and tuning parameters, develop a classification model, and use the model...