Explainable Global Fairness Verification of Tree-Based Classifiers.
Stefano CalzavaraLorenzo CazzaroClaudio LuccheseFederico MarcuzziPublished in: CoRR (2022)
Keyphrases
- training data
- support vector
- decision trees
- feature selection
- naive bayes
- machine learning algorithms
- linear classifiers
- text categorization
- training examples
- machine learning
- resource allocation
- model checking
- feature subset
- supervised classification
- training set
- classification systems
- face verification
- ensemble classifier