An online AUC formulation for binary classification.
Youngsung KimKar-Ann TohAndrew Beng Jin TeohHow-Lung EngWei-Yun YauPublished in: Pattern Recognit. (2012)
Keyphrases
- binary classification
- multi class
- learning problems
- bipartite ranking
- support vector
- cost sensitive
- multi class classification
- generalization error
- support vector machine
- multi label
- class distribution
- model selection
- learning algorithm
- error rate
- class imbalance
- decision trees
- binary classifiers
- prediction accuracy
- ensemble methods
- machine learning algorithms
- naive bayes
- bayesian networks
- data sets