Transforming examples for multiclass boosting.
Tom BylanderPublished in: J. Exp. Theor. Artif. Intell. (2010)
Keyphrases
- multi class
- binary classification problems
- boosting algorithms
- multiclass classification
- base classifiers
- cost sensitive
- multi class boosting
- feature selection
- multiclass problems
- multi class classification
- support vector machine
- pairwise
- binary classification
- cost sensitive classification
- machine learning
- cost sensitive learning
- multiclass support vector machines
- binary classifiers
- loss function
- training examples
- multiple classes
- training error
- error correcting output codes
- multiclass learning
- learning algorithm
- class labels
- perceptron algorithm
- soft margin
- active learning
- training data
- decision trees