Decision Theory for Discrimination-Aware Classification.
Faisal KamiranAsim KarimXiangliang ZhangPublished in: ICDM (2012)
Keyphrases
- decision theory
- discrimination aware
- decision making
- reject option
- expected utility
- utility function
- pattern recognition
- classification accuracy
- optimal decisions
- image classification
- supervised learning
- relative merits
- decision theoretic
- decision trees
- text categorisation
- artificial intelligence
- theoretical framework
- game theory
- machine learning
- feature space
- feature extraction
- statistical pattern recognition
- feature selection
- learning algorithm