How to change regularization parameter in SVM GUI?

I m training my data on SVM app. But everytime its giving almost 100% clasification accuracy. May be overfitting is the reason behind. I want to know how to change the hyperparameters in this app?

Answer 1

[Shivam Kumar Singh]

By my understanding you want to train a SVM for classification with regularization. fitclinear command creates a linear classification model object that contains the results of fitting a binary support vector machine to the predictors X and class labels Y. And it allows to set regularization parameter.

Documentation can be found here: https://www.mathworks.com/help/stats/fitclinear.html

[krishna Chauhan]

thanks But I am asking about Nonlinear data,Like speech classes. and specifically is there any tab in SVM app in MATLAB coz I am using That.

I tried exploring all advance setting options there.