randomForest.ddR: Distributed 'randomForest' for Big Data using 'ddR' API

Distributed training and prediction of random forest models based upon 'randomForest' package using 'ddR' (Distributed Data Structures) API in the 'ddR' package.

Author
Vishrut Gupta, Arash Fard, Winston Li, Matthew Saltz
Date of publication
2015-11-07 00:05:46
Maintainer
Vishrut Gupta <vishrut.gupta@hpe.com>
License
GPL (>= 2) | file LICENSE
Version
0.1.1

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Man pages

drandomForest
Distributed randomForest with parallelism in sub-forest level
predict.drandomForest
distributed predict method for applying a random forest...
randomForest.ddR-package
distributed version of randomForest package

Files in this package

randomForest.ddR
randomForest.ddR/tests
randomForest.ddR/tests/testthat
randomForest.ddR/tests/testthat/test-drandomForest.R
randomForest.ddR/tests/test-all.R
randomForest.ddR/NAMESPACE
randomForest.ddR/R
randomForest.ddR/R/drandomForest.R
randomForest.ddR/README.md
randomForest.ddR/MD5
randomForest.ddR/DESCRIPTION
randomForest.ddR/man
randomForest.ddR/man/drandomForest.Rd
randomForest.ddR/man/randomForest.ddR-package.Rd
randomForest.ddR/man/predict.drandomForest.Rd
randomForest.ddR/LICENSE