Fast Feature Selection with Fairness Constraints.
Francesco QuinzanRajiv KhannaMoshik HershcovitchSarel CohenDaniel G. WaddingtonTobias FriedrichMichael W. MahoneyPublished in: CoRR (2022)
Keyphrases
- feature selection
- mutual information
- feature weighting
- constraint satisfaction
- classification accuracy
- feature set
- text categorization
- neural network
- selected features
- feature selection algorithms
- feature subset
- resource allocation
- feature space
- support vector
- data sets
- naive bayes
- support vector machine
- gene expression data
- information gain
- constrained optimization
- information retrieval
- machine learning
- irrelevant features