Optimized Score Transformation for Consistent Fair Classification.
Dennis WeiKarthikeyan Natesan RamamurthyFlávio du Pin CalmonPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- classification systems
- pattern classification
- decision trees
- feature extraction
- support vector machine svm
- classification method
- preprocessing
- pattern recognition
- machine learning
- training set
- feature vectors
- support vector
- automatic classification
- information retrieval
- classification algorithm
- machine learning algorithms
- support vector machine
- feature space
- data mining
- multi class
- incremental learning
- cost sensitive
- classification scheme
- object classification
- classification rate
- supervised classification