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DESCRIPTION
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DESCRIPTION
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Package: rCBA
Title: CBA Classifier for R
Version: 0.4.3
Authors@R: c(person("Jaroslav", "Kuchar", email = "[email protected]", role = c("aut", "cre")),
person("Tomas", "Kliegr", email="[email protected]", role = c("ctb")))
Author: Jaroslav Kuchar [aut, cre], Tomas Kliegr [ctb]
Maintainer: Jaroslav Kuchar <[email protected]>
URL: https://github.com/jaroslav-kuchar/rCBA
BugReports: https://github.com/jaroslav-kuchar/rCBA/issues
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).
Depends:
R (>= 3.1.3),
rJava,
arules
Imports:
R.utils,
TunePareto,
methods,
stats,
utils
License: Apache License (== 2.0)
LazyData: true
SystemRequirements: Java (>= 8)
RoxygenNote: 6.1.1
Encoding: UTF-8
Collate:
'init.R'
'build.R'
'buildFPGrowth.R'
'classification.R'
'fpgrowth.R'
'pruning.R'
'utils.R'