Extracting Interpretable Decision Tree Ensemble from Random Forest.
Bogdan GulowatyMichal WozniakPublished in: IJCNN (2021)
Keyphrases
- text mining
- random forest
- decision trees
- random forests
- ensemble methods
- machine learning
- random subspace
- base classifiers
- ensemble learning
- feature set
- information extraction
- naive bayes
- ensemble classifier
- feature importance
- fold cross validation
- rotation forest
- decision tree learning algorithms
- training set
- decision tree classifiers
- logistic regression
- image segmentation
- training data
- machine learning methods
- imbalanced data
- machine learning algorithms
- pairwise