Classification and discrimination of focal and non-focal EEG signals using hybrid features and support vector machine.
Hirald Dwaraka PraveenaChennapalli SubhasK. Rama NaiduPublished in: Int. J. Adv. Intell. Paradigms (2021)
Keyphrases
- eeg signals
- support vector machine
- svm classifier
- extracted features
- feature vectors
- signal processing
- classification method
- feature extraction
- feature space
- classification accuracy
- motor imagery
- support vector
- decision boundary
- svm classification
- brain computer interface
- feature selection
- support vector machine svm
- classification models
- brain activity
- feature set
- class discrimination
- kernel density estimators
- healthy subjects
- training set
- classification process
- fold cross validation
- linear discriminant classifier
- machine learning
- computer vision
- electrical activity
- brain signals
- feature analysis
- multi class
- eeg data
- decision forest
- hyperplane
- soft margin
- high classification accuracy
- image classification
- image features
- high dimensional
- decision trees
- image processing