Penalty Selection

Select the Use penalty for unbalanced class labels check box on the

Support Vector Machines

dialog box - Training tab and click the OK button to display the Penalty selection dialog box, which contains one tab: Penalty. Use the options in this dialog box to specify the individual class penalties to any value that your analysis may require. Note that this dialog is only available for classification problems.