extraTrees

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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Description file content

Package
extraTrees
Version
1.0.5
Date
2014-12-27
Title
Extremely Randomized Trees (ExtraTrees) Method for Classification and Regression
Author
Jaak Simm, Ildefons Magrans de Abril
Maintainer
Jaak Simm
Description
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.
Depends
R (>= 2.7.0), rJava (>= 0.5-0)
Suggests
testthat, Matrix
SystemRequirements
Java (>= 1.6)
NeedsCompilation
no
License
Apache License 2.0
URL
Packaged
2014-12-27 17:56:50 UTC; jaak
Repository
CRAN
Date/Publication
2014-12-27 23:41:04

install.packages('extraTrees')

1.0.5

03 years ago

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

Jaak Simm

Apache License 2.0

Depends on

R (>= 2.7.0), rJava (>= 0.5-0)

Suggests

testthat, Matrix

Discussions