Data Preparation for Data Mining > 데이터마이닝

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 Non-Numerical 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

Appendix B Further Reading Index