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.

Documentation

Manual: extraTrees.pdf
Vignette: extraTrees

Maintainer: Jaak Simm <jaak.simm at gmail.com>

Author(s): Jaak Simm, Ildefons Magrans de Abril

Install package and any missing dependencies by running this line in your R console:

install.packages("extraTrees")

Depends R (>= 2.7.0), rJava(>=0.5-0)
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Package extraTrees
Materials
URL http://github.com/jaak-s/extraTrees
Task Views
Version 1.0.5
Published 2014-12-27
License Apache License 2.0
BugReports
SystemRequirements Java (>= 1.6)
NeedsCompilation no
Citation
CRAN checks extraTrees check results
Package source extraTrees_1.0.5.tar.gz