stop_engine_if_stalling

an utility function to easily generate a stop function that stops when the convergence is stalling

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.

Karl Forner

Rfuzzycoco

Provides an R Interface to the 'FuzzyCoCo' C++ Library and
Extends It

stop_engine_if_stalling function

<dl><dt>nb_iterations</dt>
<dd>number of iterations of the stalling: stops if the fitness has not increased during that
number of iterations.</dd></dl>

Arguments

an utility function to easily generate a stop function that stops when the convergence is stalling — stop_engine_if_stalling

<dl>

<dt>nb_iterations</dt>
<dd>number of iterations of the stalling: stops if the fitness has not increased during that
number of iterations.</dd>

</dl>

stop_engine_if_stalling: an utility function to easily generate a stop function that stops when the convergence is stalling

Description

Usage

Value

Arguments

Examples