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.
Extensible framework for subgroup discovery (Atzmueller (2015) <doi:10.1002/widm.1144>), contrast patterns (Chen (2022) <doi:10.48550/arXiv.2209.13556>), emerging patterns (Dong (1999) <doi:10.1145/312129.312191>) and association rules (Agrawal (1994) <https://www.vldb.org/conf/1994/P487.PDF>). Both crisp (binary) and fuzzy data are supported. It generates conditions in the form of elementary conjunctions, evaluates them on a dataset and checks the induced sub-data for interesting statistical properties. Currently, the package searches for implicative association rules and conditional correlations (Hájek (1978) <doi:10.1007/978-3-642-66943-9>). A user-defined function may be defined to evaluate on each generated condition to search for custom patterns.
Version: | 1.0.2 |
Imports: | cli, methods, Rcpp, rlang, stats, tibble, tidyr, tidyselect |
LinkingTo: | Rcpp, testthat |
Suggests: | testthat (≥ 3.0.0), xml2 |
Published: | 2024-01-09 |
DOI: | 10.32614/CRAN.package.nuggets |
Author: | Michal Burda |
Maintainer: | Michal Burda <michal.burda at osu.cz> |
License: | GPL (≥ 3) |
NeedsCompilation: | yes |
SystemRequirements: | C++17 |
Language: | en-US |
Materials: | README NEWS |
CRAN checks: | nuggets results |
Reference manual: | nuggets.pdf |
Package source: | nuggets_1.0.2.tar.gz |
Windows binaries: | r-devel: nuggets_1.0.2.zip, r-release: nuggets_1.0.2.zip, r-oldrel: nuggets_1.0.2.zip |
macOS binaries: | r-release (arm64): nuggets_1.0.2.tgz, r-oldrel (arm64): nuggets_1.0.2.tgz, r-release (x86_64): nuggets_1.0.2.tgz, r-oldrel (x86_64): nuggets_1.0.2.tgz |
Old sources: | nuggets archive |
Please use the canonical form https://CRAN.R-project.org/package=nuggets 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.