Data Mining: A Gentle Introduction -- Preparing Data for Data Mining -- Exploratory Data Analysis -- Unsupervised Learning Methods -- Supervised Learning Methods: Prediction -- Supervised Learning Methods: Classification -- Advanced Analytics and Other SAS Data Mining Resources -- Appendix I: Instruction for Using the SAS Macros -- Appendix II: Data Mining SAS Macro Help Files -- Appendix III: Instruction for Using the SAS Macros with Enterprise Guide Code Window -- Index
Summary
Compatible with SAS version 9, SAS Enterprise Guide, and SAS Learning Edition, this resource describes statistical data mining concepts and methods and includes 13 user-friendly SAS macro applications for performing complete data mining tasks. Each chapter emphasizes step-by-step instructions for using SAS macros and interpreting the results
