Workspace Node: Support Vector Machines - Results - Quick Tab

In the Support Vector Machines node dialog box, under the Results heading, select the Quick tab to access the following options.

Element Name Description
Sample If you have divided the data set into training and testing samples, you can use the options in this group box to generate SVM results for the particular sample of your choice - Train, Test, or Overall - whenever applicable.
Summary Select this check box to create a spreadsheet containing a brief summary for the current model for the dependent variable specified for the analysis.
Model Select this check box to produce two spreadsheets containing the SVM support vectors and model coefficients.
Descriptive statistics Select this check box to create a spreadsheet containing statistics relating to regression and classification results (whichever is appropriate). For regression tasks, the spreadsheet will contain the means and standard deviations of the observed and predicted variables. The spreadsheet will also include the correlation coefficient. For classification tasks, two spreadsheets containing classification summary and confusion matrix will be produced.
Predictions Use the options in this group box to compute predicted values and residuals (accuracy for classification) for the dependent variable specified in the analysis. Depending on the choice of options in the Include group box (see below), the results will include the values for the independent or predictor variables, dependent or outcome variables, predicted values, and/or residual/accuracy values.
Include In this group box, select the type of values that you want to include in the results when displaying Predictions and Histograms (see below).
Independents Select this check box to include the independent variable values in spreadsheets and graphs.
Dependents Select this check box to include the dependent variable values in spreadsheets and graphs.
Predictions Select this check box to include predicted values in spreadsheets and graphs.

Residuals (or Accuracy). Select this check box to include prediction residuals for regression (accuracy for classification) in spreadsheets and graphs.

Confidence Select this check box to include classification confidence levels.
Predictions Select this check box to produce a spreadsheet of the variables and results selected in the Include group box.
Histograms Select this check box to create histograms of the variables and results selected in the Include group box.
Save Click this button to display a standard variable selection dialog box, which is used to select variable(s) to be displayed together with other quantities of interest selected in the Include group box (see above).

Options / C / W. See Common Options.

OK Click the OK button to accept all the specifications made in the dialog box and to close it. The analysis results will be placed in the Reporting Documents node after running (updating) the project.