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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

Produce a project plan – ensuring a realistic timeline by Keith McCormick

Since data mining is closely affiliated with other approaches, new practitioners of data mining often surprise their colleagues when they suggest that the data mining project will take many weeks. If one is confusing it with running ad hoc reports on an already identified problem area, the timeline discussed in this section may seem surprising. On one's very first data mining project, the new data miner may not feel fully prepared themselves. This section will explore each of the CRISP-DM phases and examine some considerations for estimating how long each phase will take. In general, something in the order of 8 to 20 weeks is probably a good rule of thumb.

Business understanding

There is a general agreement among veteran data miners that novice data miners do not spend enough time on business understanding. One of the challenges during business understanding is that it involves many voices throughout the...

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