EEG efficient classification of imagined hand movement using RBF kernel SVM.
Rihab BoussetaSalma TayebIssam El OuakouakMourad GharbiFakhita RegraguiMohamed Majid HimmiPublished in: SITA (2016)
Keyphrases
- rbf kernel
- support vector
- support vector machine svm
- support vector machine
- radial basis function
- svm classifier
- kernel function
- feature space
- eeg data
- feature selection
- cross validation
- eeg signals
- classification accuracy
- feature vectors
- machine learning
- generalization ability
- training set
- image classification
- decision trees
- text classification
- positive definite
- kernel methods
- feature extraction
- pattern recognition
- genetic algorithm
- knn
- high dimensional