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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.

Versions across snapshots

VersionRepositoryFileSize
0.1.0 rolling linux/jammy R-4.5 Rfuzzycoco_0.1.0.tar.gz 442.8 KiB
0.1.0 rolling linux/noble R-4.5 Rfuzzycoco_0.1.0.tar.gz 452.6 KiB
0.1.0 rolling source/ R- Rfuzzycoco_0.1.0.tar.gz 127.6 KiB
0.1.0 latest linux/jammy R-4.5 Rfuzzycoco_0.1.0.tar.gz 442.8 KiB
0.1.0 latest linux/noble R-4.5 Rfuzzycoco_0.1.0.tar.gz 452.6 KiB
0.1.0 latest source/ R- Rfuzzycoco_0.1.0.tar.gz 127.6 KiB
0.1.0 2026-04-26 source/ R- Rfuzzycoco_0.1.0.tar.gz 127.6 KiB
0.1.0 2026-04-23 source/ R- Rfuzzycoco_0.1.0.tar.gz 127.6 KiB
0.1.0 2026-04-09 windows/windows R-4.5 Rfuzzycoco_0.1.0.zip 811.9 KiB

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