Package: arulesCBA 1.2.9

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]

arulesCBA_1.2.9.tar.gz
arulesCBA_1.2.9.zip(r-4.7)arulesCBA_1.2.9.zip(r-4.6)arulesCBA_1.2.9.zip(r-4.5)
arulesCBA_1.2.9.tgz(r-4.6-x86_64)arulesCBA_1.2.9.tgz(r-4.6-arm64)arulesCBA_1.2.9.tgz(r-4.5-x86_64)arulesCBA_1.2.9.tgz(r-4.5-arm64)
arulesCBA_1.2.9.tar.gz(r-4.7-arm64)arulesCBA_1.2.9.tar.gz(r-4.7-x86_64)arulesCBA_1.2.9.tar.gz(r-4.6-arm64)arulesCBA_1.2.9.tar.gz(r-4.6-x86_64)
arulesCBA_1.2.9.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
arulesCBA/json (API)
NEWS

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

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

Datasets:

On CRAN:

Conda:

association-rulesclassification

5.10 score 4 stars 1 packages 56 scripts 1.3k downloads 1 mentions 25 exports 13 dependencies

Last updated from:5b57ca027f. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK143
linux-devel-x86_64OK145
source / vignettesOK167
linux-release-arm64OK171
linux-release-x86_64OK164
macos-release-arm64OK130
macos-release-x86_64OK254
macos-oldrel-arm64OK114
macos-oldrel-x86_64OK218
windows-develOK150
windows-releaseOK116
windows-oldrelOK122
wasm-releaseOK104

Exports:accuracyC4.5_CBACBACBA_rulesetclassesclassFrequencyCMARCPARdiscretizeDF.supervisedFOILFOIL2majorityClassmineCARsPART_CBAprepareTransactionsPRMpruneCBA_M1pruneCBA_M2RCARresponseRIPPER_CBAtransactionCoveragetransactions2DFuncoveredClassExamplesuncoveredMajorityClass

Dependencies:arulescodetoolsdiscretizationforeachgenericsglmnetiteratorslatticeMatrixRcppRcppEigenshapesurvival