anfis (version 0.99.1)

Adaptive Neuro Fuzzy Inference System in R

Description

The package implements ANFIS Type 3 Takagi and Sugeno's fuzzy if-then rule network with the following features: (1) Independent number of membership functions(MF) for each input, and also different MF extensible types. (2) Type 3 Takagi and Sugeno's fuzzy if-then rule (3) Full Rule combinations, e.g. 2 inputs 2 membership funtions -> 4 fuzzy rules (4) Hibrid learning, i.e. Descent Gradient for precedents and Least Squares Estimation for consequents (5) Multiple outputs.

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Install

install.packages('anfis')

Monthly Downloads

10

Version

0.99.1

License

GPL (>= 2)

Last Published

January 16th, 2015

Functions in anfis (0.99.1)