Package: arulesCBA 1.2.7-1

arulesCBA: Classification Based on Association Rules

Provides the infrastructure for association rule-based classification including the algorithms CBA, CMAR, CPAR, C4.5, FOIL, PART, PRM, RCAR, and RIPPER to build associative classifiers. Hahsler et al (2019) <doi:10.32614/RJ-2019-048>.

Authors:Michael Hahsler [aut, cre, cph], Ian Johnson [aut, cph], Tyler Giallanza [ctb]

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arulesCBA.pdf |arulesCBA.html✨
arulesCBA/json (API)
NEWS

# Install 'arulesCBA' in R:
install.packages('arulesCBA', repos = c('https://mhahsler.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mhahsler/arulescba/issues

Datasets:

On CRAN:

association-rulesclassification

5.31 score 2 stars 1 packages 43 scripts 2.0k downloads 1 mentions 25 exports 13 dependencies

Last updated 3 months agofrom:a8421bfcca. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 26 2024
R-4.5-win-x86_64OKOct 26 2024
R-4.5-linux-x86_64OKOct 26 2024
R-4.4-win-x86_64OKOct 26 2024
R-4.4-mac-x86_64OKOct 26 2024
R-4.4-mac-aarch64OKOct 26 2024
R-4.3-win-x86_64OKOct 26 2024
R-4.3-mac-x86_64OKOct 26 2024
R-4.3-mac-aarch64OKOct 26 2024

Exports:accuracyC4.5_CBACBACBA_rulesetclassesclassFrequencyCMARCPARdiscretizeDF.supervisedFOILFOIL2majorityClassmineCARsPART_CBAprepareTransactionsPRMpruneCBA_M1pruneCBA_M2RCARresponseRIPPER_CBAtransactionCoveragetransactions2DFuncoveredClassExamplesuncoveredMajorityClass

Dependencies:arulescodetoolsdiscretizationforeachgenericsglmnetiteratorslatticeMatrixRcppRcppEigenshapesurvival