Fuzzy logic toolbox - ANFIS - Calculate RMSE, MAE, R-squared
11 Ansichten (letzte 30 Tage)
Ältere Kommentare anzeigen
I am having 2 different data sets namely, training and testing.I need to calculate RMSE, MAE and R-Squared seperately for training and testing data. In the mathlab command window, I issue ANFISEDIT command. ANFIS editor window is opened. Training and testing datas are loaded in the "Load data" column. The FIS is generated with grid partition selected. The FIS is trained with Error tolerance =0 and Epochs = 3. Error value is displyed in the ANFIS editor window. Is this error is known as "RMSE" ? To test the FIS, I select the training data and Average testing error is obtained. Is this average testing error is known as "MAE"? While testing FIS with training data, Average testing error and error(training FIS) are same. While testing FIS with testing data, I obtain a different values for Average testing error and error. Kindly mention the procedure what I follow is correct.Plz help.
0 Kommentare
Antworten (2)
Nikos Mp
am 31 Mär. 2017
i have the same question,you are not alone ,so if anyone knows provide some info.Thanks
0 Kommentare
chenxi dong
am 16 Sep. 2018
it seems like RMSE based on this answer. https://www.mathworks.com/matlabcentral/answers/296642-what-method-does-matlab-use-to-compute-test-error-in-anfis-toolbox#answer_237794
0 Kommentare
Siehe auch
Kategorien
Mehr zu Fuzzy Logic Toolbox finden Sie in Help Center und File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!