Pairwise Optimization of Bayesian Classifiers for Multi-class Cost-Sensitive Learning.
Clément CharnayNicolas LachicheAgnès BraudPublished in: ICTAI (2013)
Keyphrases
- multi class
- cost sensitive learning
- bayesian classifiers
- cost sensitive
- pairwise
- misclassification costs
- binary classification
- base classifiers
- multi class classification
- class distribution
- probability estimation
- class imbalance
- support vector machine
- binary classifiers
- semi supervised
- boosting algorithms
- markov random field
- loss function
- missing values
- data sets
- learning models
- feature space
- similarity measure
- feature selection