ROC-based cost-sensitive classification with a reject option.
Clement DubosSimon BernardSébastien AdamRobert SabourinPublished in: ICPR (2016)
Keyphrases
- cost sensitive classification
- reject option
- cost sensitive
- text categorisation
- multi class
- receiver operating characteristic
- statistical pattern recognition
- error rate
- multi label classification
- roc curve
- misclassification costs
- cost sensitive learning
- binary classification
- classification error
- active learning
- class distribution
- class imbalance
- binary classifiers
- supervised learning
- feature extraction
- machine learning
- naive bayes
- pairwise