Genetic Algorithms in EEG Feature Selection for the Classification of Movements of the Left and Right Hand.
Izabela RejerPublished in: CORES (2013)
Keyphrases
- feature selection
- genetic algorithm
- classification accuracy
- support vector
- machine learning
- feature extraction
- classification models
- text classification
- feature space
- irrelevant features
- feature selection algorithms
- classification performances
- eeg signals
- support vector machine
- classification method
- feature set
- method for feature selection
- text categorization
- model selection
- unsupervised learning
- mutual information
- multi class
- multi objective
- accurate classification
- bayes classifier
- feature subset selection
- selected features
- classification rate
- feature subset
- image classification
- dimensionality reduction
- fuzzy logic
- training set
- naive bayes
- discriminative features
- fold cross validation
- support vector machine svm
- neural network
- artificial neural networks
- selecting relevant features
- data pre processing
- eeg data
- feature vectors
- evolutionary algorithm
- pattern classification