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Modeling and Multivariate Methods - SAS

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Chapter 13 Recursively Partitioning Data 345<br />

Example<br />

Boosted Tree<br />

Follow the steps below to grow a tree using the Boosted Tree method:<br />

1. Select Analyze > <strong>Modeling</strong> > Partition.<br />

2. Assign mvalue to the Y, Response role.<br />

3. Assign the other variables (crim through lstat) to the X, Factor role.<br />

4. Select Boosted Tree from the Method menu.<br />

5. Enter 0.2 for the Validation Portion.<br />

6. Click OK.<br />

7. Check the Early Stopping option on the Boosted Tree options window.<br />

8. Click OK.<br />

9. Select Plot Actual by Predicted on the red-triangle menu.<br />

The report is shown in Figure 13.19.

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