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nuggets  

Extensible Data Pattern Searching Framework
View on CRAN: Click here


Download and install nuggets package within the R console
Install from CRAN:
install.packages("nuggets")

Install from Github:
library("remotes")
install_github("cran/nuggets")

Install by package version:
library("remotes")
install_version("nuggets", "1.0.2")



Attach the package and use:
library("nuggets")
Maintained by
Michal Burda
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-11-28
Latest Update: 2024-01-09
Description:
Extensible framework for subgroup discovery (Atzmueller (2015) ), contrast patterns (Chen (2022) ), emerging patterns (Dong (1999) ) and association rules (Agrawal (1994) ). 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 (H
How to cite:
Michal Burda (2023). nuggets: Extensible Data Pattern Searching Framework. R package version 1.0.2, https://cran.r-project.org/web/packages/nuggets
Previous versions and publish date:
1.0.0 (2023-11-28 18:50), 1.0.1 (2023-11-29 12:20)
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