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)