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")



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: 2023-08-17
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, https://cran.r-project.org/web/packages/arc. Accessed 22 Dec. 2024.
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)
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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