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.

AuthorJaak Simm, Ildefons Magrans de Abril
Date of publication2014-12-27 23:41:04
MaintainerJaak Simm <jaak.simm@gmail.com>
LicenseApache License 2.0
Version1.0.5
http://github.com/jaak-s/extraTrees

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Files

extraTrees
extraTrees/inst
extraTrees/inst/CITATION
extraTrees/inst/tests
extraTrees/inst/tests/testthat
extraTrees/inst/tests/testthat/test-quantile.r
extraTrees/inst/tests/testthat/test-na.r
extraTrees/inst/tests/testthat/test-regression.r
extraTrees/inst/tests/testthat/test-multitask.r
extraTrees/inst/tests/testthat/test-weights.r
extraTrees/inst/tests/testthat/test-sparse-input.r
extraTrees/inst/tests/testthat/test-classification.r
extraTrees/inst/tests/test-all.R
extraTrees/inst/CHANGELOG
extraTrees/inst/java
extraTrees/inst/java/ExtraTrees.jar
extraTrees/inst/doc
extraTrees/inst/doc/extraTrees.Rnw
extraTrees/inst/doc/extraTrees.pdf
extraTrees/NAMESPACE
extraTrees/R
extraTrees/R/extraTrees.default.R extraTrees/R/onLoad.R extraTrees/R/predict.extraTrees.R extraTrees/R/setMemory.R extraTrees/R/print.extraTrees.R extraTrees/R/extraTrees.R
extraTrees/vignettes
extraTrees/vignettes/extraTrees.Rnw
extraTrees/MD5
extraTrees/java
extraTrees/java/src
extraTrees/java/src/org
extraTrees/java/src/org/extratrees
extraTrees/java/src/org/extratrees/QuickSelect.java
extraTrees/java/src/org/extratrees/FactorExtraTrees.java
extraTrees/java/src/org/extratrees/QuantileExtraTrees.java
extraTrees/java/src/org/extratrees/BinaryTree.java
extraTrees/java/src/org/extratrees/data
extraTrees/java/src/org/extratrees/data/Row.java
extraTrees/java/src/org/extratrees/data/Matrix.java
extraTrees/java/src/org/extratrees/data/CSparseMatrix.java
extraTrees/java/src/org/extratrees/data/Array2D.java
extraTrees/java/src/org/extratrees/Aggregator.java
extraTrees/java/src/org/extratrees/TaskCutResult.java
extraTrees/java/src/org/extratrees/FactorBinaryTree.java
extraTrees/java/src/org/extratrees/ExtraTrees.java
extraTrees/java/src/org/extratrees/AbstractTrees.java
extraTrees/java/src/org/extratrees/AbstractBinaryTree.java
extraTrees/java/src/org/extratrees/ShuffledIterator.java
extraTrees/java/src/org/extratrees/QuantileBinaryTree.java
extraTrees/build
extraTrees/build/vignette.rds
extraTrees/DESCRIPTION
extraTrees/man
extraTrees/man/toJavaMatrix.Rd extraTrees/man/toJavaMatrix2D.Rd extraTrees/man/prepareForSave.Rd extraTrees/man/predict.extraTrees.Rd extraTrees/man/toJavaCSMatrix.Rd extraTrees/man/toRMatrix.Rd extraTrees/man/selectTrees.Rd extraTrees/man/extraTrees.Rd extraTrees/man/setJavaMemory.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.