Asymptotic Distributions and Rates of Convergence for Random Forests and other Resampled Ensemble Learners.
Wei PengTim ColemanLucas MentchPublished in: CoRR (2019)
Keyphrases
- random forests
- rates of convergence
- base learners
- ensemble methods
- random forest
- regression function
- regression problems
- decision trees
- machine learning algorithms
- logistic regression
- empirical risk
- tree ensembles
- decision tree ensembles
- randomized trees
- decision boundary
- expectation maximization
- machine learning methods
- ensemble learning
- base classifiers
- prediction accuracy
- maximum likelihood
- support vector machine
- pairwise
- support vector