Functional iterative approach for Universum-based primal twin bounded support vector machine to EEG classification (FUPTBSVM).
Deepak GuptaUmesh GuptaHemanga Jyoti SarmaPublished in: Multim. Tools Appl. (2024)
Keyphrases
- support vector machine
- support vector
- unbalanced data
- binary classification
- maximum margin
- svm classifier
- semi supervised learning
- support vector machine svm
- multi class
- classification algorithm
- decision boundary
- generalization ability
- feature space
- machine learning
- feature selection
- feature vectors
- svm classification
- linear program
- class labels
- training set
- multi class classification
- classification accuracy
- pattern classification
- hyperplane
- single class
- decision trees
- binary classifiers
- text classification
- supervised learning
- kernel function
- feature extraction
- linear programming
- primal dual
- eeg signals
- support vector regression
- labeled samples
- structured output
- unlabeled data
- semi definite programming
- data sets