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.


Reference manual

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1.0.5 by Jaak Simm, 6 years ago


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