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IBM SPSS Modeler Cookbook

You're reading from   IBM SPSS Modeler Cookbook If you've already had some experience with IBM SPSS Modeler this cookbook will help you delve deeper and exploit the incredible potential of this data mining workbench. The recipes come from some of the best brains in the business.

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Product type Paperback
Published in Oct 2013
Publisher Packt
ISBN-13 9781849685467
Length 382 pages
Edition 1st Edition
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Toc

Table of Contents (11) Chapters Close

Preface 1. Data Understanding FREE CHAPTER 2. Data Preparation – Select 3. Data Preparation – Clean 4. Data Preparation – Construct 5. Data Preparation – Integrate and Format 6. Selecting and Building a Model 7. Modeling – Assessment, Evaluation, Deployment, and Monitoring 8. CLEM Scripting A. Business Understanding Index

Creating flag variables for aggregation

The SetToFlag node is a very convenient node that converts a single nominal variable into as many binary columns as desired, one column for each nominal variable value. However, the default values for the node are T and F, which unfortunately cannot be used for any nodes that require numeric values. In this recipe we will create flag variables that can be used in Aggregate nodes, Means nodes, and other numeric operations. Using numeric values (1 and 0 in this recipe) will work with any nodes that require flag or nominal values such as Association Rules and the grouping variable for the Means node (as T and F will), but will also work as numeric values in nodes such as the Aggregate node.

Getting ready

This recipe uses the datafile cup98lrn_reduced_vars3.sav and the stream recipe_variableconstruct_flags.str.

How to do it...

  1. Open the stream recipe_variableconstruct_flags.str by clicking on File | Open Stream.
  2. Make sure the datafile points to the correct...
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