Boundary-Based Fairness Constraints in Decision Trees and Random Forests.
Géraldin NanfackValentin DelchevalerieBenoît FrénayPublished in: ESANN (2021)
Keyphrases
- random forests
- decision trees
- random forest
- machine learning algorithms
- ensemble methods
- logistic regression
- decision tree ensembles
- regression trees
- tree ensembles
- classification and regression trees
- naive bayes
- regression forests
- machine learning
- regression problems
- benchmark datasets
- multi label
- knn
- training data
- randomized trees
- data sets