Interpretable Random Forests via Rule Extraction.
Clément BénardGérard BiauSébastien Da VeigaErwan ScornetPublished in: CoRR (2020)
Keyphrases
- rule extraction
- random forests
- classification rules
- decision trees
- random forest
- neural network
- rough sets
- logistic regression
- black box
- machine learning algorithms
- rough set theory
- ensemble methods
- rule sets
- fuzzy rules
- association rules
- decision tree ensembles
- rule induction
- genetic programming
- tree ensembles
- decision rules
- fuzzy logic
- principal component analysis
- nearest neighbor
- knowledge discovery
- training data
- computer vision
- learning algorithm
- information retrieval
- data mining