Universum twin support vector machine with truncated pinball loss.
Anuradha KumariM. TanveerAlzheimer's Disease Neuroimaging InitiativePublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- support vector machine
- binary classification
- maximum margin
- unbalanced data
- semi supervised learning
- multi class
- support vector
- svm classifier
- hyperplane
- machine learning
- feature selection
- support vector machine svm
- training data
- generalization ability
- kernel function
- semi definite programming
- kernel methods
- cost sensitive
- feature space
- learning problems
- semi supervised
- semidefinite programming
- decision boundary
- multiple kernel learning
- binary classifiers
- standard svm
- knn
- svm classification
- learning algorithm
- labeled samples
- training set
- markov networks
- class imbalance
- supervised learning
- machine learning algorithms