Classification Parity, Causal Equal Protection and Algorithmic Fairness.
Marcello Di BelloNicolò CangiottiMichele LoiPublished in: EWAF (2023)
Keyphrases
- classification accuracy
- decision trees
- pattern recognition
- support vector machine
- classification systems
- feature selection
- classification process
- automatic classification
- error correction
- class labels
- machine learning algorithms
- machine learning
- benchmark datasets
- text classification
- classification algorithm
- pattern classification
- support vector machine svm
- unsupervised learning
- classification rules
- training set
- feature space
- classification rate
- supervised classification
- similarity measure
- markov blanket