Boosting Based Conditional Quantile Estimation for Regression and Binary Classification.
Songfeng ZhengPublished in: MICAI (2) (2010)
Keyphrases
- binary classification
- ordinal classification
- boosting algorithms
- cost sensitive
- ensemble methods
- support vector
- bipartite ranking
- multi class
- multiclass classification
- base learners
- binary classification problems
- learning problems
- multi class classification
- prediction accuracy
- generalization error
- multi label
- base classifiers
- feature selection
- support vector machine
- model selection
- binary classifiers
- class imbalance
- learning algorithm
- machine learning methods
- benchmark datasets
- decision trees
- kernel methods
- active learning
- upper bound
- pairwise
- data mining