VC-based confidence and credibility for support vector machines.
George E. SakrImad H. ElhajjPublished in: Soft Comput. (2016)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- vc dimension
- logistic regression
- binary classification
- kernel function
- cross validation
- confidence measure
- classification accuracy
- training examples
- loss function
- high confidence
- generalization ability
- feature selection
- maximum margin
- artificial intelligence
- machine learning
- multi class
- data sets
- kernel methods
- ensemble learning
- generalization error
- support vector machine
- machine intelligence