[eBook Code] Data Mining Cookbook (eBook Code, 1st)

Acknowledgments.

Foreword.

Introduction.

About the Author.

About the Contributors.

PLANNING THE MENU.

Setting the Objective.

Selecting the Data Sources.

THE COOKING DEMONSTRATION.

Preparing the Data for Modeling.

Selecting and Transforming the Variables.

Processing and Evaluating the Model.

Validating the Model.

Implementing and Maintaining the Model.

RECIPES FOR EVERY OCCASION.

Understanding Your Customer: Profiling and Segmentation.

Targeting New Prospects: Modeling Response.

Avoiding High-Risk Customers: Modeling Risk.

Retaining Profitable Customers: Modeling Churn.

Targeting Profitable Customers: Modeling Lifetime Value.

Fast Food: Modeling on the Web.

Appendix A: Univariate Analysis for Continuous Variables.

Appendix B: Univariate Analysis for Categorical Variables.

Recommended Reading.

What's on the CD-ROM?

Index.