5.11.3. CART – Step 2- Prune a “deep” tree (clip0243 action)

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5.11.3. CART – Step 2- Prune a “deep” tree (clip0243 action)

 

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Property window:

 

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Short description:

Prune a CART model

 

Long Description:

This prunes a CART model, and send the following output:
pin 0 : full table with data
pin 1: variable importance in the model

 

Parameters:
 

Number of Split: enter the number based on the previous analysis.

Full CART Model: select the file in which you saved the full model.

File output for the pruned model: Select the file where you want to save your model for future scoring.

Tree Display: simplified or Beautiful.

Type: select one of the four chart types.

Add shadows: add a shadow effect below the leaves. This is incredibly slow to display.

Add Leaves on the bottom: add all the terminal nodes on a single line in the bottom. This is very cluttered.

Font Size: Set the font size for the tree (0 is automatic).

Split font size: Set the relative font size for the split leaves.

 

This action displays the pruned tree and the variable importance. In the log, you will find a summary of the model, detailing all surrogate rules.

 

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