Boosting Random Forests to Reduce Bias; One-Step Boosted Forest and Its Variance Estimate.
Indrayudh GhosalGiles HookerPublished in: J. Comput. Graph. Stat. (2021)
Keyphrases
- random forests
- ensemble methods
- decision tree ensembles
- randomized trees
- variance reduction
- random forest
- decision trees
- base learners
- classification and regression trees
- logistic regression
- machine learning algorithms
- accurate classifiers
- low variance
- tree ensembles
- prediction accuracy
- regression problems
- base classifiers
- regression trees
- ensemble learning
- machine learning methods
- benchmark datasets
- machine learning
- decision forest
- learning algorithm
- regression forests
- genetic programming
- head pose estimation
- genetic algorithm ga