Statistical Equity: A Fairness Classification Objective.
Ninareh MehrabiYuzhong HuangFred MorstatterPublished in: CoRR (2020)
Keyphrases
- classification accuracy
- automatic classification
- support vector machine svm
- classification systems
- maximum entropy modeling
- pattern recognition
- pattern classification
- classification scheme
- data mining
- unsupervised learning
- classification method
- feature space
- classification process
- supervised classification
- statistical models
- feature selection
- class labels
- text classification
- image classification
- supervised learning
- feature vectors
- decision trees
- machine learning algorithms
- classification algorithm
- model selection
- machine learning methods
- statistical methods
- classification models
- support vector machine
- object classification
- active learning
- support vector