Automated mode in Regression Learning (Toolbox)

Hi all,

Does the Support Vector Machine for Regression in automated mode in the Regression Learning toolbox calculate the optimal SVR-function with the best parameters (Box constraint, Epsilon and Kernel scale)? What does automated in this case mean?

Thank you very much for your answer.

Ismail

Answer 1

[Ramanuja Jagannathan]

I guess in automatic mode all the available models are trained and the best fit model is highlighted based on least RMSE. This can give a better idea on comparative advantages of the models thus enabling to choose models easily. The SVM options can be changed by clicking on any SVM model in History and clicking on Advanced button on top menu bar. Hope this helps.