Kreĭn twin support vector machines for imbalanced data classification.
Cristian Jimenez CastañoA. Álvarez-MezaDavid Cárdenas-PeñaÁlvaro Ángel Orozco-GuitiérrezJ. Guerrero-ErazoPublished in: Pattern Recognit. Lett. (2024)
Keyphrases
- imbalanced data classification
- support vector
- learning machines
- feature selection
- large margin classifiers
- support vector machine
- logistic regression
- kernel methods
- kernel function
- svm classifier
- active learning
- multi class
- classification accuracy
- training examples
- model selection
- cross validation
- hyperplane
- support vector machine svm
- multi class classification
- binary classification
- generalization ability
- radial basis function
- data sets
- hyperparameters
- generalization error
- decision rules
- loss function
- machine learning