Data Preparation for Data Mining (The Morgan Kaufmann Series in Data Management Systems)
（并非 Data Preparation for Data Mining Using SAS ）
（谨作为学习使用，若为他用，后果自负！）

Data Preparation for Data Mining (The Morgan Kaufmann Series in Data Management Systems)
By Dorian Pyle

Publisher: Morgan Kaufmann
Number Of Pages: 540
Publication Date: 1999-03-15
ISBN-10 / ASIN: 1558605290
ISBN-13 / EAN: 9781558605299

Amazon：http://www.amazon.com/Preparation-Mining-Kaufmann-Management-Systems/dp/1558605290/ref=sr_1_1?ie=UTF8&s=books&qid=1250838189&sr=1-1

Data Preparation for Data Mining
Preface
Introduction
Chapter 1 - Data Exploration as a Process
Chapter 2 - The Nature of the World and Its Impact on Data Preparation
Chapter 3 - Data Preparation as a Process
Chapter 4 - Getting the Data—Basic Preparation
Chapter 5 - Sampling, Variability, and Confidence
Chapter 6 - Handling Nonnumerical Variables
Chapter 7 - Normalizing and Redistributing Variables
Chapter 8 - Replacing Missing and Empty Values
Chapter 9 - Series Variables
Chapter 10 - Preparing the Data Set
Chapter 11 - The Data Survey
Chapter 12 - Using Prepared Data
Appendix A - Using the Demonstration Code on the CD-ROM
Appendix B - Further Reading