Generating Actionable Interpretations from Ensembles of Decision Trees.
Gabriele TolomeiFabrizio SilvestriPublished in: IEEE Trans. Knowl. Data Eng. (2021)
Keyphrases
- decision trees
- ensemble methods
- random forest
- predictive accuracy
- naive bayes
- machine learning
- decision tree induction
- logistic regression
- base classifiers
- random forests
- training set
- data mining methods
- decision tree learning
- training data
- decision rules
- classification rules
- ensemble learning
- attribute selection
- feature construction
- rule induction
- decision tree algorithm
- imbalanced data
- neural network
- generation process
- regression trees
- ensemble classifier
- machine learning algorithms
- active learning
- nearest neighbour
- meta learning
- neural network ensembles