Naive Bayes Classifier Results - Quick Tab

Naive Bayes

Select the Quick tab of Naive Bayes Classifier Results dialog box to access the options described here.

Summary

Click the Summary button to display a spreadsheet containing a brief summary of the current model.

Model

Click the Model button to display a spreadsheet of the Naive Bayes model, which includes the parameters for the distribution of the independent variables; refer to the Introductory Overview for details.

Descriptive statistics

Click this button to produce spreadsheets of classification summary and confusion matrix.

Predictions

Use the options in this group box to compute predicted values and residuals (accuracy for classification) for each 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 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.

Accuracy. Select this check box to include prediction accuracy in spreadsheets and graphs.

Confidence. Select this check box to include classification confidence (i.e., Posterior ) levels.

Predictions

Click this button to create a spreadsheet of the variables and results selected in the Include group box.

Histograms

Click the Histograms button 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 (see above) group box. After you select the variable(s), a spreadsheet containing the specified variable(s) will be displayed in an individual window (regardless of the settings on the Options dialog box - Output Manager tab or the Analysis/Graph Output Manager dialog box). You can, however, add the spreadsheet to a workbook or report using the or buttons, respectively. Note that in order to save the spreadsheet, you must select the spreadsheet and select Save or Save As from the File menu. This is useful if you want to use the residual values for further study with other STATISTICA analyses.