Limitations of Pinned AUC for Measuring Unintended Bias.
Daniel BorkanLucas DixonJohn LiJeffrey SorensenNithum ThainLucy VassermanPublished in: CoRR (2019)
Keyphrases
- probability estimation
- decision trees
- roc curve
- feature selection
- classification accuracy
- logistic regression
- error rate
- data structure
- training set
- newly constructed
- model selection
- case study
- information retrieval
- machine learning algorithms
- test set
- computer vision
- class distribution
- genetic algorithm
- machine learning