A Note on Extending Generalization Bounds for Binary Large-Margin Classifiers to Multiple Classes.
Ürün DoganTobias GlasmachersChristian IgelPublished in: ECML/PKDD (1) (2012)
Keyphrases
- large margin classifiers
- generalization bounds
- multi class
- data dependent
- learning theory
- generalization ability
- linear classifiers
- binary classifiers
- model selection
- ranking algorithm
- vc dimension
- learning problems
- statistical learning theory
- learning machines
- learning algorithm
- decision trees
- binary classification
- machine learning
- feature selection
- support vector
- support vector machine
- cost sensitive
- ranking functions
- machine learning algorithms
- feature vectors
- worst case
- support vector machine svm
- data sets
- cross validation