Fair Feature Importance Scores for Interpreting Decision Trees.
Camille Olivia LittleDebolina Halder LinaGenevera I. AllenPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- feature importance
- random forest
- decision trees
- probability estimates
- predictive accuracy
- training set
- naive bayes
- machine learning
- feature selection
- decision tree algorithm
- ensemble methods
- decision tree induction
- decision tree learning
- scoring functions
- multi label
- base classifiers
- machine learning algorithms
- decision rules
- relevance feedback
- semi supervised
- training data