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rCBA  

CBA Classifier
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rCBA", "0.4.3")



Attach the package and use:
library("rCBA")
Maintained by
Jaroslav Kuchar
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-12-11
Latest Update: 2019-05-29
Description:
Provides implementations of a classifier based on the "Classification Based on Associations" (CBA). It can be used for building classification models from association rules. Rules are pruned in the order of precedence given by the sort criteria and a default rule is added. The final classifier labels provided instances. CBA was originally proposed by Liu, B. Hsu, W. and Ma, Y. Integrating Classification and Association Rule Mining. Proceedings KDD-98, New York, 27-31 August. AAAI. pp80-86 (1998, ISBN:1-57735-070-7).
How to cite:
Jaroslav Kuchar (2015). rCBA: CBA Classifier. R package version 0.4.3, https://cran.r-project.org/web/packages/rCBA. Accessed 06 Nov. 2024.
Previous versions and publish date:
0.0.1 (2015-12-11 13:31), 0.3.0 (2018-01-08 21:20), 0.4.1 (2018-05-09 10:55), 0.4.2 (2018-05-27 09:37)
Other packages that cited rCBA R package
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Other R packages that rCBA depends, imports, suggests or enhances
Complete documentation for rCBA
Functions, R codes and Examples using the rCBA R package
Some associated functions: build . buildFPGrowth . classification . fpgrowth . frameToRules . pruning . 
Some associated R codes: build.R . buildFPGrowth.R . classification.R . fpgrowth.R . init.R . pruning.R . utils.R .  Full rCBA package functions and examples
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