ANFIS for classification

how can use function ANFIS for classification ?

Answer 1

[Shubham]

Hey Samia,

In order to use the ANFIS (Adaptive Neuro-Fuzzy Inference System) function for classification in MATLAB, you can follow these steps:

1. Use the "genfis" function to generate an initial Fuzzy Inference System (FIS). You can use methods like grid partitioning or subtractive clustering to create the initial FIS structure.
2. Use the "anfis" function to train the FIS. This function uses a hybrid learning algorithm combining least-squares and backpropagation gradient descent methods.
3. Use the trained FIS to classify new data points. The "evalfis" function can be used to evaluate the FIS with new input data.

You can learn more about ANFIS from the following sources:

• Documentation: https://www.mathworks.com/help/fuzzy/neuro-adaptive-learning-and-anfis.html#:~:text=At%20the%20command%20line%2C%20using%20the%20anfis%20function.
• File Exchange submission: https://www.mathworks.com/matlabcentral/fileexchange/62245-anfis-classifier

Happy coding!