MATLAB ANFIS Model, Data Prediction

This application estimates energy values. The total number of data in the dataset is 100. 70% of them were used as training dataset. The remaining data are used as test dataset. For ANFIS model;
number of MFs: 3 3 3
Mf Type: trimf function
Also you can try the other models to observe more accurate results too.

[jackdavid-vh]

very apreciaate your video, how ever I really wanna say thank to you buddy

[krishnatejus]

Thank you, very informative video !!!!

[xudayshukurquzibayev]

Ozbakistan dagi kardaslardan salamlar olsin. Cok guzel

[azizkaria]

Good sharing and very informative. However, the most important part is not only the final output from the ANFIS prediction. Pay special attention to the Surface diagram as the superiority of the ANFIS model is the "IF-THEN" rules. How are you going to interpret your result if you are not labeling the membership function?

[abderrahimbakir]

but you didn't use the model to predict new values on out of sample data

[meshackmihayo]

Hi. Can you post a Video on How to estimate Fuzzy Linear Regression using MATLAB and also how to perform Fuzzy c-means clustering using MATLAB

[syeda]

Thanks, you should speak also, so that it can be more clear.

[okku]

Thanks. However, as mentioned in a comment, it seems very difficult to perform the exact same operation. Because I guess the samples you get from the dataset are randomly selected. There are 769 rows, but you selected 100 rows. Can you share the reduced dataset you used? Thus, we have the opportunity to follow step by step and correct our mistakes :)

Teşekkürler. Ancak tam olarak aynı işlemi gerçekleştirmek çok güç gibi. Çünkü dataset'ten aldığınız sample'lar random seçilmiş sanırım. 769 row var ancak siz 100 row seçmişsiniz. Kullandığınız reduced dataseti paylaşabilir misiniz? Böylece biz de adım adım takipe etme ve yanlışımızı düzeltme imkanı buluruz :)

[ASHISHSHARMA-mopf]

Hey very nicely explained.... could you please help me out how to perform sensitivity analysis of input variables using ANFIS ??

[derya]

Merhaba. Anfise tıkladığımda "Fis must have rules" hatası alıyorum yardımcı olursanız çok sevinirim.

[mhupm]

Great! but if the Microsoft word language was in English in order to know which toolboxes and functions were used, was better

[devshrisharma]

What have you written for calculating output file not clear

[sidharthreddy]

Please provide a link for the given data set

[mohammadalfarisfernanda]

Hey, thank you for the explanation, i would like to ask, does ANFIS need a lot of data training? what if i use like 1000 data for data training only? thank you

[hunachewmoges]

How can I forecast load for the next 5 years

[atifismail]

Hello, If anyone may assist, I made a anfis model for a specific dataset that is making predictions for the independent variables of the same dataset but I am unable to make predictions for some similar datasets. Kindly assist me if you have any information.

[patriciohernandez]

a doubt I want to try different metahuristic models in which part should I add them?

[hafsahamidane]

Merhabalar and thank you for the video, i have a problem whith the step of evalfis, when I try to get my predicted outputs these errors show:
Error using (line 49)
Input data must have as many columns as input variables and as many rows as independent sets of input values
Error in evalfis line83
[Varargout{1:nargout}]= (Varargin{:})
Çok teşekkürlar.

[ItachiUchiha-lgvj]

do you know why can't i copy my table into matlab?

[jovelynobias]

How to save that as a model and deploy it to html?