Selective Classification Can Magnify Disparities Across Groups.
Erik JonesShiori SagawaPang Wei KohAnanya KumarPercy LiangPublished in: CoRR (2020)
Keyphrases
- pattern classification
- pattern recognition
- classification accuracy
- benchmark datasets
- classification method
- support vector
- feature vectors
- decision trees
- classification algorithm
- machine learning
- text classification
- classification scheme
- feature space
- object classification
- classification models
- document classification
- training samples
- image classification
- feature extraction
- automatic classification
- training set
- classification systems
- classification process