Package: arulesCBA 1.2.7

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_1.2.7.tar.gz
arulesCBA_1.2.7.zip(r-4.5)arulesCBA_1.2.7.zip(r-4.4)arulesCBA_1.2.7.zip(r-4.3)
arulesCBA_1.2.7.tgz(r-4.4-arm64)arulesCBA_1.2.7.tgz(r-4.4-x86_64)arulesCBA_1.2.7.tgz(r-4.3-arm64)arulesCBA_1.2.7.tgz(r-4.3-x86_64)
arulesCBA_1.2.7.tar.gz(r-4.5-noble)arulesCBA_1.2.7.tar.gz(r-4.4-noble)
arulesCBA_1.2.7.tgz(r-4.4-emscripten)arulesCBA_1.2.7.tgz(r-4.3-emscripten)
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

25 exports 2 stars 1.50 score 13 dependencies 1 dependents 1.8k downloads

Last updated 1 months agofrom:231c9e78690f35cce76a8c3b53a441f3c0cd9b38

Exports:accuracyC4.5_CBACBACBA_rulesetclassesclassFrequencyCMARCPARdiscretizeDF.supervisedFOILFOIL2majorityClassmineCARsPART_CBAprepareTransactionsPRMpruneCBA_M1pruneCBA_M2RCARresponseRIPPER_CBAtransactionCoveragetransactions2DFuncoveredClassExamplesuncoveredMajorityClass

Dependencies:arulescodetoolsdiscretizationforeachgenericsglmnetiteratorslatticeMatrixRcppRcppEigenshapesurvival