- Wiley & SAS Business Series
- Title Page
- Copyright
- Preface to the Second Edition
- Preface to the First Edition
- Acknowledgments
- About the Authors
- Part One: Background
- Part Two: Case Studies
- Chapter 5: Reducing Hospital Late Charge Incidents
- Chapter 6: Transforming Pricing Management in a Chemical Supplier
- Chapter 7: Improving the Quality of Anodized Parts
- Chapter 8: Informing Pharmaceutical Sales and Marketing
- Chapter 9: Improving a Polymer Manufacturing Process
- Chapter 10: Classification of Cells
- Setting the Scene
- Framing the Problem and Collecting the Data: The Wisconsin Breast Cancer Diagnostic Data Set
- Initial Data Exploration
- Constructing the Training, Validation, and Test Sets
- Prediction Models
- Recursive Partitioning
- Stepwise Logistic Model
- Generalized Regression
- Neural Net Models
- Comparison of Classification Models
- Conclusion
- Notes
- Part Three: Supplementary Material
- End User License Agreement
-
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