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.