Multiclass Boosting Algorithms for Shrinkage Estimators of Class Probability.
Takafumi KanamoriPublished in: ALT (2007)
Keyphrases
- multi class
- boosting algorithms
- class probabilities
- class probability estimates
- cost sensitive
- binary classification
- binary classifiers
- multi class classification
- pairwise
- support vector machine
- base classifiers
- feature selection
- error correcting output codes
- multiclass classification
- class distribution
- multi task
- misclassification costs
- linear classifiers
- cross validation
- loss function
- text classification
- support vector
- machine learning