Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles.
Gerhard TutzPublished in: J. Classif. (2022)
Keyphrases
- random forests
- tree ensembles
- recursive partitioning
- decision tree ensembles
- decision trees
- regression trees
- logistic regression
- ensemble methods
- random forest
- randomized trees
- tree representation
- machine learning algorithms
- classification and regression trees
- pattern discovery
- base learners
- training data
- tree structure
- association rule mining
- training set
- loss function
- prediction accuracy
- naive bayes
- feature extraction