Fairness Measures for Regression via Probabilistic Classification.
Daniel SteinbergAlistair ReidSimon O'CallaghanPublished in: CoRR (2020)
Keyphrases
- classification accuracy
- pattern recognition
- decision trees
- regression problems
- model selection
- feature selection
- automatic classification
- classification systems
- support vector
- feature extraction
- pattern classification
- classification method
- machine learning
- support vector machine svm
- probability measures
- feature vectors
- regression model
- classification scheme
- text classification
- image classification
- classification process
- svm classifier
- classification models
- cost sensitive
- target variable
- machine learning methods
- class labels
- machine learning algorithms
- classification rules
- linear regression
- resource allocation
- classification algorithm
- regression analysis
- unsupervised learning
- generative model
- standard svm
- support vector machine
- training data
- multi variate