Hi.. Are u good in fuzzy relation modeling using Matlab? I have a fuzzy relation model for credit scoring that you need to optimize/ modify/ edit then test/ evaluate its accuracy using the confusion matrix. I have the model but it’s not correct in terms of the accuracy. The current model has: 8 input variables (i.e. 5 main input and 3 output to be used as input), 1 output variable, 5 linguistic terms for each of the 8 variables, 100 rules, Defuzzification to be used weighted average, Seguno model, Trimf, Fuzzy relations, 1000 dataset for model development, 500 testing and training segments.
In a nutshell, I need you to:
1. Generate/ optimize/ modify/ edit my existing fuzzy relations equation from a dataset and edit the documentation accordingly.
2. Optimize/ modify/ edit my fuzzy relation model in Matlab 2014 i.e. .fis files only
3. Test and Evaluate the new model using confusion matrix expected accuracy =>92%
4. Update the relevant sections of the documentation accordingly