Rfuzzycoco: Provides an R Interface to the 'FuzzyCoCo' C++ Library and
Extends It
Provides and extends the 'Fuzzy Coco' algorithm by wrapping the
'FuzzyCoCo' 'C++' Library, cf
<https://github.com/Lonza-RND-Data-Science/fuzzycoco>. 'Fuzzy Coco'
constructs systems that predict the outcome of a human decision-making
process while providing an understandable explanation of a possible
reasoning leading to it. The constructed fuzzy systems are composed
of rules and linguistic variables. This package provides a 'S3' classic
interface (fit_xy()/fit()/predict()/evaluate()) and a 'tidymodels'/'parsnip'
interface, a custom engine with custom iteration stop criterion and
progress bar support as well as a systematic implementation that do
not rely on genetic programming but rather explore all possible
combinations.
| Version: |
0.1.0 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
generics, methods, Rcpp, stats, utils |
| LinkingTo: |
Rcpp |
| Suggests: |
knitr, parsnip, progressr, rlang, rmarkdown, testthat |
| Published: |
2025-10-21 |
| DOI: |
10.32614/CRAN.package.Rfuzzycoco |
| Author: |
Karl Forner [aut, cre] |
| Maintainer: |
Karl Forner <karl.forner at gmail.com> |
| BugReports: |
https://github.com/Lonza-RND-Data-Science/Rfuzzycoco/issues |
| License: |
GPL (≥ 3) |
| URL: |
https://github.com/Lonza-RND-Data-Science/Rfuzzycoco |
| NeedsCompilation: |
yes |
| SystemRequirements: |
C++17 |
| Materials: |
README, NEWS |
| CRAN checks: |
Rfuzzycoco results |
Documentation:
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