SVM for Classification of Ten-Finger Imagined Movements using tEEG Signals.
Rafael Da Luz BarbosaKaushallya AdhikariWalter G. BesioPublished in: AIIoT (2024)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- feature selection
- classification method
- classification algorithm
- feature vectors
- classification accuracy
- image classification
- svm classification
- eeg data
- generalization ability
- training set
- feature extraction
- standard svm
- improves the classification accuracy
- text classification
- unbalanced data
- pattern recognition
- support vector machine classifiers
- multi class classification
- multiclass support vector machines
- cross validation
- feature space
- knn
- semi supervised
- high classification accuracy
- neural network
- histogram intersection kernel
- train a support vector machine
- partially supervised
- sequential minimal optimization
- multi class svm
- multi class
- decision boundary
- svm training
- structured output
- decision function
- training samples
- fold cross validation
- text classifiers
- cost sensitive