Book Image

IBM SPSS Modeler Cookbook

By : Keith McCormick, Abbott
Book Image

IBM SPSS Modeler Cookbook

By: Keith McCormick, Abbott

Overview of this book

IBM SPSS Modeler is a data mining workbench that enables you to explore data, identify important relationships that you can leverage, and build predictive models quickly allowing your organization to base its decisions on hard data not hunches or guesswork. IBM SPSS Modeler Cookbook takes you beyond the basics and shares the tips, the timesavers, and the workarounds that experts use to increase productivity and extract maximum value from data. The authors of this book are among the very best of these exponents, gurus who, in their brilliant and imaginative use of the tool, have pushed back the boundaries of applied analytics. By reading this book, you are learning from practitioners who have helped define the state of the art. Follow the industry standard data mining process, gaining new skills at each stage, from loading data to integrating results into everyday business practices. Get a handle on the most efficient ways of extracting data from your own sources, preparing it for exploration and modeling. Master the best methods for building models that will perform well in the workplace. Go beyond the basics and get the full power of your data mining workbench with this practical guide.
Table of Contents (11 chapters)
10
Index

Using aggregate to write cluster centers to Excel for conditional formatting


In nearly all organizations, the Modeler practitioners and model builders are reporting to a management team that either does not have day to day access to Modeler or is unfamiliar with the tool. Therefore, during the evaluation phase, if the analyst is to break away from the constraints of a purely technical judging of models, then he or she needs to give management the ability to join into the evaluation of models. One rarely exports raw data to Excel. The size limitation would almost always be a factor, and there is rarely any good reason to do it. However, Excel is a great way to send, discuss, and report on summary information.

In this recipe, we will take the summary information about a handful of clusters and prepare it in a form that a modeler can easily share with their colleagues. The idea of a cluster center is simple; it is the average value on a series of fields that were used when the clusters were...