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Boundary-Based Fairness Constraints in Decision Trees and Random Forests.
Géraldin Nanfack
Valentin Delchevalerie
Benoît Frénay
Published in:
ESANN (2021)
Keyphrases
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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