Accuracy-Fairness Tradeoff in Parole Decision Predictions: A Preliminary Analysis.
John W. GardnerFurkan GursoyIoannis A. KakadiarisPublished in: BDCAT (2022)
Keyphrases
- preliminary analysis
- decision making
- computational complexity
- high accuracy
- prediction accuracy
- decision makers
- computing education
- precision and recall
- decision problems
- high precision
- error rate
- computational cost
- multi objective
- utility function
- computational efficiency
- cooperative
- multiscale
- decision model
- improved accuracy
- face recognition
- feature selection