Optimized Score Transformation for Fair Classification.
Dennis WeiKarthikeyan Natesan RamamurthyFlávio du Pin CalmonPublished in: CoRR (2019)
Keyphrases
- feature extraction
- pattern recognition
- classification accuracy
- machine learning
- automatic classification
- classification models
- classification systems
- pattern classification
- supervised learning
- support vector machine svm
- classification process
- supervised classification
- classification method
- classification algorithm
- decision rules
- svm classifier
- machine learning algorithms
- feature space
- support vector
- decision trees
- data sets
- model selection
- text classification
- multi class
- feature vectors
- object classification
- genetic algorithm
- confidence scores