A Bayesian approach to support vector machines for the binary classification.
Jiangsheng YuFei ChengHuilin XiongWanling QuXue-wen ChenPublished in: Neurocomputing (2008)
Keyphrases
- binary classification
- support vector
- learning machines
- multi class
- multi class classification
- learning problems
- support vector machine
- cost sensitive
- multi label
- binary classifiers
- generalization error
- feature selection
- cross validation
- kernel function
- hyperplane
- class imbalance
- classification accuracy
- loss function
- kernel methods
- training examples
- machine learning
- data sets