Cost-Sensitive Learning by Cost-Proportionate Example Weighting.
Bianca ZadroznyJohn LangfordNaoki AbePublished in: ICDM (2003)
Keyphrases
- cost sensitive learning
- cost sensitive
- cost sensitive classification
- misclassification costs
- probability estimation
- class imbalance
- active learning
- missing values
- class distribution
- multi class
- rule extraction
- similarity measure
- binary classification
- support vector machine
- total cost
- feature selection
- learning models
- support vector
- missing data
- naive bayes
- dimensionality reduction
- rough sets