CRAN/E | rCBA

rCBA

CBA Classifier

Installation

About

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).

github.com/jaroslav-kuchar/rCBA
System requirements Java (>= 8)
Bug report File report

Key Metrics

Version 0.4.3
R ≥ 3.1.3
Published 2019-05-29 1799 days ago
Needs compilation? no
License Apache License (== 2.0)
CRAN checks rCBA results

Downloads

Yesterday 6 -92%
Last 7 days 162 +23%
Last 30 days 414 +41%
Last 90 days 1.005 +6%
Last 365 days 3.518 -25%

Maintainer

Maintainer

Jaroslav Kuchar

jaroslav.kuchar@gmail.com

Authors

Jaroslav Kuchar

aut / cre

Tomas Kliegr

ctb

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

rCBA archive

Depends

R ≥ 3.1.3
rJava
arules

Imports

R.utils
TunePareto
methods
stats
utils

Reverse Suggests

qCBA