Figure 1
Training and evaluation flow in estimator. The estimator orchestrates model building and optimization during .fit(), optionally using validation data, and evaluates performance on test data via .evaluate().
Figure 2
ANFIS model with layers.
ANFIS-Toolbox: A Python Package for Adaptive Neuro-Fuzzy Inference Systems
DOI: https://doi.org/10.5334/jors.638 | Journal eISSN: 2049-9647
Language: English
Submitted on: Nov 4, 2025
|Accepted on: Feb 10, 2026
|Published on: Mar 2, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
© 2026 Daniel França, Manuella Aschoff, Tiago França, Danniel Macedo, Vitor França, Lucidio Cabral, Alisson Brito, Clauirton Siebra, Tiago Araujo, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.