Risk minimization, probability elicitation, and cost-sensitive SVMs.
Hamed Masnadi-ShiraziNuno VasconcelosPublished in: ICML (2010)
Keyphrases
- cost sensitive
- risk minimization
- probability estimates
- multi class
- binary classification
- misclassification costs
- loss function
- cost sensitive learning
- cost sensitive classification
- class distribution
- active learning
- class imbalance
- naive bayes
- support vector
- support vector machine
- generalization error
- pairwise
- feature vectors
- data sets