All functions

Rfuzzycoco Rfuzzycoco-package

Rfuzzycoco: Provides an R Interface to the FuzzyCoco C++ Library and extends it

compute_optimal_quantile_fuzzy_set_positions()

compute the optimal fuzzy set positions based on the the distribution of the data

evaluate(<fuzzycoco_fit>)

evaluate the fuzzy system from a fit on some given data

evaluate_fuzzy_system()

evaluate the fuzzy system from a fit on some given data

fit(<fuzzycoco_model>)

fit the FuzzyCoco model using the formula interface

fit_to_df()

a one-row overview of a fuzzy system with the usage of variables, the fitness, number of generations and optionally a metric

fit_xy(<fuzzycoco_model>)

fit the FuzzyCoco model using the dataframe interface

fs_rules_to_df()

format the fuzzy rules as a data frame

fs_used_vars_to_df()

extract the usage of the variables by a fuzzy system

fuzzy_coco_parsnip()

parsnip model function

fuzzy_coco_parsnip_wrapper()

this is an utility function used to implement the parsnip interface

fuzzy_coco_systematic_fit()

systematic search

fuzzycoco()

creates a model for the Fuzzy Coco algorithm

fuzzycoco_fit_df_hybrid()

lowest-level implementation of the fitting of a fuzzy coco model using the hybrid engine

params()

utility to build the Fuzzy Coco parameters data structure

stop_engine_if_stalling()

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

stop_engine_on_first_of()

an utility function to easily generate the commonly used until parameter, as used by fuzzycoco_fit_df_hybrid()