The cost of fairness in classification.
Aditya Krishna MenonRobert C. WilliamsonPublished in: CoRR (2017)
Keyphrases
- pattern recognition
- classification accuracy
- text classification
- classification method
- feature selection
- cost sensitive learning
- cost sensitive
- classification scheme
- support vector machine
- automatic classification
- decision rules
- pattern classification
- image classification
- supervised learning
- classification systems
- machine learning
- cost sensitive classification
- benchmark datasets
- svm classifier
- support vector machine svm
- support vector
- false positives
- data sets
- unsupervised learning
- model selection
- object classification
- supervised classification
- feature extraction
- classification process
- high cost
- decision trees
- neural network