From Random Forest to an interpretable decision tree - An evolutionary approach.
Krzysztof JurczukMarcin CzajkowskiMarek KretowskiPublished in: GECCO Companion (2023)
Keyphrases
- random forest
- decision trees
- classification rules
- random forests
- ensemble methods
- feature importance
- feature set
- naive bayes
- fold cross validation
- ensemble learning
- base classifiers
- ensemble classifier
- training data
- classification models
- multi label
- rotation forest
- decision tree learning algorithm
- fitness function
- logistic regression
- machine learning algorithms
- genetic programming