The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Simple, fast, and automatic encodings for category data using a data.table backend. Most of the methods are an implementation of "Sufficient Representation for Categorical Variables" by Johannemann, Hadad, Athey, Wager (2019) <doi:10.48550/arXiv.1908.09874>, particularly their mean, sparse principal component analysis, low rank representation, and multinomial logit encodings.
| Version: | 1.4.3 |
| Imports: | glmnet, sparsepca, data.table |
| Suggests: | testthat (≥ 2.1.0), covr |
| Published: | 2020-03-02 |
| DOI: | 10.32614/CRAN.package.categoryEncodings |
| Author: | Juraj Szitas [aut, cre] |
| Maintainer: | Juraj Szitas <szitas.juraj13 at gmail.com> |
| BugReports: | https://github.com/JSzitas/categoryEncodings/issues |
| License: | GPL-3 |
| URL: | https://github.com/JSzitas/categoryEncodings |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | categoryEncodings results |
| Reference manual: | categoryEncodings.pdf |
| Package source: | categoryEncodings_1.4.3.tar.gz |
| Windows binaries: | r-devel: categoryEncodings_1.4.3.zip, r-release: categoryEncodings_1.4.3.zip, r-oldrel: categoryEncodings_1.4.3.zip |
| macOS binaries: | r-release (arm64): categoryEncodings_1.4.3.tgz, r-oldrel (arm64): categoryEncodings_1.4.3.tgz, r-release (x86_64): categoryEncodings_1.4.3.tgz, r-oldrel (x86_64): categoryEncodings_1.4.3.tgz |
Please use the canonical form https://CRAN.R-project.org/package=categoryEncodings 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.
Health stats visible at Monitor.