Imbalanced data classification using second-order cone programming support vector machines.
Sebastián MaldonadoJulio LópezPublished in: Pattern Recognit. (2014)
Keyphrases
- imbalanced data classification
- support vector
- feature selection
- large margin classifiers
- learning machines
- support vector machine
- classification accuracy
- generalization ability
- binary classification
- cross validation
- kernel methods
- multi class
- training examples
- logistic regression
- radial basis function
- feature extraction
- learning algorithm
- class imbalance
- hyperplane
- loss function
- active learning
- learning process
- feature vectors