A Comparative Assessment of Machine Learning Techniques for Epilepsy Detection using EEG Signal

Keyphrases

• Epilepsy Detection 100%
• Cerebrum 66%
• Stochastic Gradient Descent Classifier 33%
• Singular Value Decomposition Entropy 33%
• Repetitive Seizures 33%
• Linear Support Vector Classifier 33%
• Multifractal Detrended Fluctuation Analysis (MFDFA) 33%
• Decision Tree Classifier 33%
• Higuchi Fractal Dimension 33%
• Gaussian Process Classifier 33%
• Multilayer Perceptron Classifier 33%
• Epileptic Seizure Classification 33%

Computer Science

• Fractal Dimension 100%
• Linear Classifier 50%
• Singular Value 50%