rCBA: CBA Classifier for R
Version 0.3.0

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).

Getting started

Package details

AuthorJaroslav Kuchar [aut, cre], Tomas Kliegr [ctb]
Date of publication2018-01-08 20:20:23 UTC
MaintainerJaroslav Kuchar <[email protected]>
LicenseApache License (== 2.0)
Version0.3.0
URL https://github.com/jaroslav-kuchar/rCBA
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("rCBA")

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rCBA documentation built on Jan. 9, 2018, 1:04 a.m.