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:
arulesCBA_1.2.7-1.tar.gz
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arulesCBA_1.2.7-1.tar.gz(r-4.5-noble)arulesCBA_1.2.7-1.tar.gz(r-4.4-noble)
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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')) |
Bug tracker:https://github.com/mhahsler/arulescba/issues
- Lymphography - The Lymphography Domain Data Set
- Mushroom - The Mushroom Data Set
association-rulesclassification
Last updated 4 months agofrom:a8421bfcca. Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 25 2024 |
R-4.5-win-x86_64 | OK | Nov 25 2024 |
R-4.5-linux-x86_64 | OK | Nov 25 2024 |
R-4.4-win-x86_64 | OK | Nov 25 2024 |
R-4.4-mac-x86_64 | OK | Nov 25 2024 |
R-4.4-mac-aarch64 | OK | Nov 25 2024 |
R-4.3-win-x86_64 | OK | Nov 25 2024 |
R-4.3-mac-x86_64 | OK | Nov 25 2024 |
R-4.3-mac-aarch64 | OK | Nov 25 2024 |
Exports:accuracyC4.5_CBACBACBA_rulesetclassesclassFrequencyCMARCPARdiscretizeDF.supervisedFOILFOIL2majorityClassmineCARsPART_CBAprepareTransactionsPRMpruneCBA_M1pruneCBA_M2RCARresponseRIPPER_CBAtransactionCoveragetransactions2DFuncoveredClassExamplesuncoveredMajorityClass
Dependencies:arulescodetoolsdiscretizationforeachgenericsglmnetiteratorslatticeMatrixRcppRcppEigenshapesurvival