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fugeR (version 0.1.2)

FUzzy GEnetic, a machine learning algorithm to construct prediction model based on fuzzy logic.

Description

This is an evolutionary algorithm for fuzzy systems, a genetic algorithm is used to construct a fuzzy system able to fit the given training data. This fuzzy system can then be used as a prediction model, it's composed of fuzzy logic rules that provide a good lingustic representation.

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Version

Install

install.packages('fugeR')

Monthly Downloads

9

Version

0.1.2

License

GPL (>= 2.0)

Maintainer

Alexandre Bujard

Last Published

August 8th, 2012

Functions in fugeR (0.1.2)

fugeR.sfRun

The parallel version of fugeR...
fugeR.predict

Compute the prediction of a fuzzy system for the given input data.
fugeR.load

Load a fuzzy system.
fugeR.summary

Summarize a fuzzy system.
fugeR.save

Save a fuzzy system into a file.
fugeR-package

FUzzy GEnetic, a machine learning algorithm to construct prediction model based on fuzzy logic.
fugeR.run

R based Fuzzy logic evolutionary algorithm...