Deep Takagi-Sugeno-Kang Fuzzy Classifier

Version 1.0.1 (4.21 KB) by Safa Rafieivand
A highly interpretable deep fuzzy classifier.
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Updated 21 Feb 2022

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A highly interpretable deep fuzzy classifier based on the paper:
"Deep Takagi-Sugeno-Kang Fuzzy Classifier with Shared Linguistic Fuzzy Rules" by Y.Zhang, H. Ishibuchi (2017)
(Download "breast-cancer-wisconsin" dataset from UCI machine learning repository to run the main.m)
Use main.m to see how train and test the classifier

Cite As

Safa Rafieivand (2026). Deep Takagi-Sugeno-Kang Fuzzy Classifier (https://www.mathworks.com/matlabcentral/fileexchange/106990-deep-takagi-sugeno-kang-fuzzy-classifier), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2020a
Compatible with R2019b and later releases
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
1.0.1

Change Compatible version
1.0.0