Maximization of AUC and Buffered AUC in binary classification.
Matthew NortonStan UryasevPublished in: Math. Program. (2019)
Keyphrases
- binary classification
- bipartite ranking
- class distribution
- multi class
- support vector
- class imbalance
- learning problems
- cost sensitive
- multi label
- support vector machine
- feature selection
- multi class classification
- decision trees
- error rate
- naive bayes
- classification accuracy
- generalization error
- model selection
- text categorization
- prediction accuracy
- training set
- ensemble methods
- reinforcement learning
- binary classifiers
- learning algorithm
- objective function
- kernel methods
- kernel function
- machine learning