Fairness-guided SMT-based Rectification of Decision Trees and Random Forests.
Jiang ZhangIvan BeschastnikhSergey MechtaevAbhik RoychoudhuryPublished in: CoRR (2020)
Keyphrases
- random forests
- decision trees
- random forest
- logistic regression
- ensemble methods
- decision tree ensembles
- machine learning algorithms
- naive bayes
- regression trees
- tree ensembles
- machine learning
- training data
- statistical machine translation
- training set
- head pose estimation
- regression forests
- base learners
- randomized trees
- prediction accuracy
- machine learning methods
- feature extraction
- neural network
- classification trees
- data sets