rCBA: CBA Classifier

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]
MaintainerJaroslav Kuchar <jaroslav.kuchar@gmail.com>
LicenseApache License (== 2.0)
URL https://github.com/jaroslav-kuchar/rCBA
Package repositoryView on CRAN
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rCBA documentation built on May 30, 2019, 1:01 a.m.