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anfis: Adaptive Neuro Fuzzy Inference System in R
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.
Getting started
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Package details |
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| Author | Cristobal Fresno, Andrea S. Llera and Elmer A. Fernandez |
| Maintainer | Cristobal Fresno <cfresno@bdmg.com.ar> |
| License | GPL (>= 2) |
| Version | 0.99.1 |
| URL | http://www.bdmg.com.ar |
| Package repository | View on CRAN |
| Installation |
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