Other packages > Find by keyword >

arc  

Association Rule Classification
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("arc", "1.4.2")



Attach the package and use:
library("arc")
Maintained by
Tomas Kliegr
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-09-07
Latest Update: 2025-04-03
Description:
Implements the Classification-based on Association Rules (CBA) algorithm for association rule classification. The package, also described in Hahsler et al. (2019) , contains several convenience methods that allow to automatically set CBA parameters (minimum confidence, minimum support) and it also natively handles numeric attributes by integrating a pre-discretization step. The rule generation phase is handled by the 'arules' package. To further decrease the size of the CBA models produced by the 'arc' package, postprocessing by the 'qCBA' package is suggested.
How to cite:
Tomas Kliegr (2016). arc: Association Rule Classification. R package version 1.4.2, https://cran.r-project.org/web/packages/arc. Accessed 10 Mar. 2026.
Previous versions and publish date:
1.0 (2016-09-07 18:22), 1.1.2 (2017-08-24 17:09), 1.1.3 (2017-11-15 17:51), 1.1.4 (2018-03-05 20:27), 1.1 (2017-03-02 14:29), 1.2 (2018-04-18 15:23), 1.3 (2020-11-07 01:20), 1.4 (2023-08-17 17:52)
Other packages that cited arc R package
View arc citation profile
Other R packages that arc depends, imports, suggests or enhances
Complete documentation for arc
Functions, R codes and Examples using the arc R package
Some associated functions: CBARuleModel-class . CBARuleModelAccuracy . applyCut . applyCuts . cba . cbaCSV . cbaIris . cbaIrisNumeric . cba_manual . discrNumeric . discretizeUnsupervised . getAppearance . getConfVectorForROC . humtemp . mdlp2 . predict.CBARuleModel . prune . topRules . 
Some associated R codes: cba.R . cutSemicolon.R . datasets.R . m1prune.R . mdlp2.R . toprules.R .  Full arc package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
Download / Learn more Package Citations See dependency  
gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA