README.md

In nuggets: Extensible Data Pattern Searching Framework

nuggets

Extensible R framework for subgroup discovery (Atzmueller (2015)), contrast patterns (Chen (2022)), emerging patterns (Dong (1999)), association rules (Agrawal (1994)), and conditional correlations (Hájek (1978)). Both crisp (Boolean, binary) and fuzzy data are supported. The package generates conditions in the form of elementary conjunctions, evaluates them on a dataset and checks the induced sub-data for interesting statistical properties. A user-defined function may be defined to evaluate on each generated condition to search for custom patterns.

Installation

To install the stable version of nuggets from CRAN, type the following command within the R session:

install.packages("nuggets")

You can also install the development version of nuggets from GitHub with:

install.packages("devtools")
devtools::install_github("beerda/nuggets")

To start using the package, load it to the R session with:

library(nuggets)

Documentation

Read the full documentation of the nuggets package.

nuggets documentation built on April 3, 2025, 8:07 p.m.