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testarguments: Test (Multiple) Arguments of a User-Defined Prediction Algorithm

Finding the best values for user-specified arguments of a prediction algorithm can be difficult, particularly if there is an interaction between argument levels. This package automates the testing of any user-defined prediction algorithm over an arbitrary number of arguments. It includes functions for testing the algorithm over the given arguments with respect to an arbitrary number of user-defined diagnostics, visualising the results of these tests, and finding the optimal argument combinations with respect to each diagnostic.

Version: 0.0.1
Imports: magrittr, ggplot2, reshape2, plyr, methods, stats, dplyr
Suggests: knitr, rmarkdown, markdown
Published: 2021-05-28
DOI: 10.32614/CRAN.package.testarguments
Author: Matthew Sainsbury-Dale [aut, cre]
Maintainer: Matthew Sainsbury-Dale <msainsburydale at gmail.com>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: testarguments results

Documentation:

Reference manual: testarguments.pdf
Vignettes: testarguments

Downloads:

Package source: testarguments_0.0.1.tar.gz
Windows binaries: r-devel: testarguments_0.0.1.zip, r-release: testarguments_0.0.1.zip, r-oldrel: testarguments_0.0.1.zip
macOS binaries: r-release (arm64): testarguments_0.0.1.tgz, r-oldrel (arm64): testarguments_0.0.1.tgz, r-release (x86_64): testarguments_0.0.1.tgz, r-oldrel (x86_64): testarguments_0.0.1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=testarguments to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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