Implementation of a basic version of Adaptive-Network-based Fuzzy Inference System (ANFIS) and analysis of its performance on Diabetes Dataset.
To run it yourself, first download the dataset from here, standardize each feature and then use main.py
.
To see our report, click here.
To cite ANFIS paper:
@ARTICLE{256541,
author={J. -. R. {Jang}},
journal={IEEE Transactions on Systems, Man, and Cybernetics},
title={ANFIS: adaptive-network-based fuzzy inference system},
year={1993},
volume={23},
number={3},
pages={665-685},
doi={10.1109/21.256541}}
This README and the implementation maybe improved in a future date.