A Rule Extraction Technique Applied to Ensembles of Neural Networks, Random Forests, and Gradient-Boosted Trees.
Guido BolognaPublished in: Algorithms (2021)
Keyphrases
- random forests
- rule extraction
- decision trees
- tree ensembles
- neural network
- trained neural networks
- decision tree ensembles
- random forest
- classification and regression trees
- classification rules
- ensemble methods
- randomized trees
- machine learning algorithms
- regression trees
- logistic regression
- rough sets
- rule sets
- fuzzy rules
- feature selection
- rough set theory
- black box
- rule induction
- machine learning methods
- face recognition
- decision rules
- learning algorithm
- data sets
- decision making
- training data