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Anfis Classifier

version 1.2.0.0 (12.1 KB) by Abbas Manthiri S
Anfis Training Splited to get better time saved Anfis Classifier You Shall Enjoy

1.6K Downloads

Updated 25 Mar 2017

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This syntax is the major training routine for Sugeno-type fuzzy inference systems. anfis uses a hybrid learning algorithm to identify parameters of Sugeno-type fuzzy inference systems. It applies a combination of the least-squares method and the backpropagation gradient descent method for training FIS membership function parameters to emulate a given training data set. anfis can also be invoked using an optional argument for model validation. The type of model validation that takes place with this option is a checking for model overfitting, and the argument is a data set called the checking data set.
anfis only supports Sugeno-type systems, and these must have the following properties:
I only Applied logic in In-build Anfis system

Cite As

Abbas Manthiri S (2022). Anfis Classifier (https://www.mathworks.com/matlabcentral/fileexchange/62245-anfis-classifier), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2014a
Compatible with any release
Platform Compatibility
Windows macOS Linux
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