crtests: Classification and Regression Tests

Provides wrapper functions for running classification and regression tests using different machine learning techniques, such as Random Forests and decision trees. The package provides standardized methods for preparing data to suit the algorithm's needs, training a model, making predictions, and evaluating results. Also, some functions are provided to run multiple instances of a test.

Version: 0.2.1
Imports: caret (≥ 6.0.41), plyr (≥ 1.8.1), stringr (≥ 0.6.2)
Suggests: testthat, knitr, e1071, randomForest, rpart, adabag, rmarkdown
Published: 2016-05-20
Author: Sjoerd van der Spoel [aut, cre]
Maintainer: Sjoerd van der Spoel <R at sjoerdvanderspoel.nl>
License: GPL-3 | file LICENSE
NeedsCompilation: no
Materials: README NEWS
CRAN checks: crtests results

Downloads:

Reference manual: crtests.pdf
Vignettes: Extending crtests for other algorithms
Classification and Regression Tests
Package source: crtests_0.2.1.tar.gz
Windows binaries: r-devel: crtests_0.2.1.zip, r-release: crtests_0.2.1.zip, r-oldrel: crtests_0.2.1.zip
OS X Mavericks binaries: r-release: crtests_0.2.1.tgz, r-oldrel: crtests_0.2.1.tgz

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