rCBA (version 0.4.3)

CBA Classifier

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).

Copy Link

Version

Down Chevron

Install

install.packages('rCBA')

Monthly Downloads

300

Version

0.4.3

License

Apache License (== 2.0)

Issues

Pull Requests

Stars

Forks

Maintainer

Last Published

May 29th, 2019

Functions in rCBA (0.4.3)