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).


Reference manual

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install.packages("rCBA")

0.4.3 by Jaroslav Kuchar, 7 years ago


https://github.com/jaroslav-kuchar/rCBA


Report a bug at https://github.com/jaroslav-kuchar/rCBA/issues


Browse source code at https://github.com/cran/rCBA


Authors: Jaroslav Kuchar [aut, cre] , Tomas Kliegr [ctb]


Documentation:   PDF Manual  


Apache License (== 2.0) license


Imports R.utils, TunePareto, methods, stats, utils

Depends on rJava, arules

System requirements: Java (>= 8)


Suggested by qCBA.


See at CRAN