Random Forests Results - Report Tab

Select the Report tab of the Random Forest Results dialog box to access the options described here.

Send/print to Report window

Use the options in the Send/print to Report window group box to send the variable specifications or prediction equations (deployment code) to a report.

Code generator

If your program is licensed to include this feature, you can generate computer code to implement the (decision) rules defined by the final tree. When you click this button, a menu will be displayed containing the following choices:

PMML. Click this command to generate code in Predictive Model Markup Language (PMML), which is an XML-based language for storing information about fully trained (parameterized) models and for sharing those models with other applications. STATISTICA and STATISTICA Enterprise Server contain facilities to use this information to compute predicted values or classifications, i.e., to quickly and efficiently deploy models (typically in the context of data mining projects).

STATISTICA Visual Basic (SVB). Click this command to generate a STATISTICA Visual Basic program containing the code implementing the final tree. This code will be generated in a form compatible with the nodes of STATISTICA Data Miner; however, you can also simply copy/paste the relevant portion of this code to include it in your custom Visual Basic programs. The code will automatically be displayed in the STATISTICA Visual Basic Program Editor window.

C/C++. Click this command to generate code compatible with the C or C++ computer language. This option is useful if you want to include the information provided by the final tree into custom (C/C++) programs. (See also Using C/C++/C# Code for Deployment.)

C#. Click this command to generate code as C#.

Java. Click this command to generate code in Java script.

SAS. Click this command to generate deployment code for the created model as SAS code (a .sas file). See also, Rules for SAS Variable Names.

SQL stored procedure in C#. Click this command to generate codes as C# class intended for use in a SQL Server user defined function.

Deployment to STATISTICA Enterprise. Click this command to deploy the results as an Analysis Configuration in STATISTICA Enterprise. Note that appropriately formatted data must be available in a STATISTICA Enterprise Data Configuration before the results can be deployed to an Analysis Configuration.

Print data specifications

Click this button to send a summary of the variable selections for the current analysis to the Report window. Note that the Also send to Report Window check box must be selected in the Analysis/Graph Output Manager dialog box for this option to work. If it is not selected, you will be prompted to modify your output options when you click the Print data specifications button. The detail of the reported variable summaries depends on the setting of the Display supplementary information option in the Analysis/Graph Output Manager dialog box.