Extremely Randomized Trees (ExtraTrees) Method for Classification and Regression

Classification and regression based on an ensemble of decision trees. The package also provides extensions of ExtraTrees to multi-task learning and quantile regression. Uses Java implementation of the method.


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install.packages("extraTrees")

1.0.5 by Jaak Simm, 4 years ago


http://github.com/jaak-s/extraTrees


Browse source code at https://github.com/cran/extraTrees


Authors: Jaak Simm , Ildefons Magrans de Abril


Documentation:   PDF Manual  


Apache License 2.0 license


Depends on rJava

Suggests testthat, Matrix

System requirements: Java (>= 1.6)


Suggested by SuperLearner, fscaret, mlr.


See at CRAN