Package: rCBA 0.4.3
rCBA: CBA Classifier for R
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).
Authors:
rCBA_0.4.3.tar.gz
rCBA_0.4.3.zip(r-4.5)rCBA_0.4.3.zip(r-4.4)rCBA_0.4.3.zip(r-4.3)
rCBA_0.4.3.tgz(r-4.4-any)rCBA_0.4.3.tgz(r-4.3-any)
rCBA_0.4.3.tar.gz(r-4.5-noble)rCBA_0.4.3.tar.gz(r-4.4-noble)
rCBA_0.4.3.tgz(r-4.4-emscripten)rCBA_0.4.3.tgz(r-4.3-emscripten)
rCBA.pdf |rCBA.html✨
rCBA/json (API)
NEWS
| # Install 'rCBA' in R: |
| install.packages('rCBA', repos = c('https://jaroslav-kuchar.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jaroslav-kuchar/rcba/issues
Last updated 5 years agofrom:a565c5093f. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 23 2024 |
| R-4.5-win | OK | Aug 23 2024 |
| R-4.5-linux | OK | Aug 23 2024 |
| R-4.4-win | OK | Aug 23 2024 |
| R-4.4-mac | OK | Aug 23 2024 |
| R-4.3-win | OK | Aug 23 2024 |
| R-4.3-mac | OK | Aug 23 2024 |
Exports:buildbuildFPGrowthclassificationfpgrowthframeToRulespruning
Dependencies:arulesgenericslatticeMatrixR.methodsS3R.ooR.utilsrJavaTunePareto
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Build classifier function (Apriori-based) | build |
| Build classifier function (FP-Growth-based) | buildFPGrowth |
| A classification function | classification |
| FP-Growth | fpgrowth |
| Conversion of 'data.frame' to 'rules' from 'arules' | frameToRules |
| A Pruning function | pruning |
