Consistency of Random Forests and Other Averaging Classifiers.
Gérard BiauLuc DevroyeGábor LugosiPublished in: J. Mach. Learn. Res. (2008)
Keyphrases
- random forests
- randomized trees
- accurate classifiers
- decision trees
- machine learning algorithms
- random forest
- logistic regression
- ensemble methods
- naive bayes
- tree ensembles
- majority voting
- support vector
- machine learning methods
- decision tree ensembles
- feature set
- training set
- training data
- head pose estimation
- regression trees
- machine learning
- learning algorithm
- ensemble learning
- test set
- meta learning
- classification trees
- base learners
- benchmark datasets
- feature extraction
- weak classifiers
- feature vectors
- text classification
- regression forests
- classification algorithm
- data sets