I want to use ANFIS for qualitative modelling purposes. I already built the first FIS structure with fuzzy toolbox. However, I want to take this structure and optimize it with ANFIS and to show that my model is a good model. But, my problem is that ANFIS wants me to load data to train it. But, I am not able to load data because it is qualitative modelling and I dont have any numerical data to load. The only numerical data I use is that 1-10 scale showing the quality (good, medium, bad). So, how can I overcome this "loading data" problem?
Thanks in Advance
Kind Regards Fatih
The only way to show that your model is a good model is to validate it against a set of input/output data. What are the inputs to your system? Sounds like you already know what the output is and how to represent it numerically.
See this section of the doc for more details on training.