Modeling and Multivariate Methods - SAS

630 Comparing Model Performance Chapter 25
Example of Model Comparison
Figure 25.2 Fit Model Report
Create the Bootstrap Forest Model and Save the Prediction Formula to a Column
1. Select Analyze > Modeling > Partition.
2. Select mvalue and click Y, Response.
3. Select the other columns (except validation) and click X, Factor.
4. Select validation and click Validation.
5. Select Bootstrap Forest in the Method list.
6. Click OK.
7. Select the Early Stopping check box.
8. Select the Multiple Fits over number of terms check box.
9. Click OK.
The Bootstrap Forest report appears, a portion of which is shown in Figure 25.3.
10. Save the prediction formula to a column by selecting Save Columns > Save Prediction Formula on
the Bootstrap Forest red triangle menu.