Random boosting and random^2 forests - A random tree depth injection approach.
Tobias Markus KrabelThi Ngoc Tien TranAndreas GrollDaniel HornCarsten JentschPublished in: CoRR (2020)
Keyphrases
- random forests
- randomized trees
- regression forests
- ensemble methods
- random forest
- decision tree ensembles
- regression trees
- logistic regression
- depth information
- accurate classifiers
- classification and regression trees
- decision trees
- tree ensembles
- prediction accuracy
- machine learning algorithms
- feature vectors
- decision forest
- feature selection
- genetic algorithm