The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC Metric.
Nathan KallusAngela ZhouPublished in: CoRR (2019)
Keyphrases
- bipartite ranking
- image classification
- classification accuracy
- feature vectors
- support vector
- machine learning
- text classification
- feature space
- decision trees
- feature selection
- real valued
- supervised classification
- search engine
- feature extraction
- training set
- support vector machine svm
- class labels
- machine learning methods