Reducing Misclassification Costs.
Michael J. PazzaniChristopher J. MerzPatrick M. MurphyKamal M. AliTimothy HumeClifford BrunkPublished in: ICML (1994)
Keyphrases
- misclassification costs
- cost sensitive
- cost sensitive learning
- class distribution
- cost sensitive classification
- classification error
- naive bayes
- training examples
- multi class
- roc curve
- total cost
- unbalanced data
- class imbalance
- active learning
- training set
- attribute values
- binary classification
- binary classifiers
- error rate
- base classifiers
- support vector machine