Data Preparation for Data Mining Using SAS PDF Download

Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Data Preparation for Data Mining Using SAS PDF full book. Access full book title Data Preparation for Data Mining Using SAS by Mamdouh Refaat. Download full books in PDF and EPUB format.

Data Preparation for Data Mining Using SAS

Data Preparation for Data Mining Using SAS PDF Author: Mamdouh Refaat
Publisher: Elsevier
ISBN: 0080491006
Category : Computers
Languages : en
Pages : 425

Get Book Here

Book Description
Are you a data mining analyst, who spends up to 80% of your time assuring data quality, then preparing that data for developing and deploying predictive models? And do you find lots of literature on data mining theory and concepts, but when it comes to practical advice on developing good mining views find little "how to information? And are you, like most analysts, preparing the data in SAS?This book is intended to fill this gap as your source of practical recipes. It introduces a framework for the process of data preparation for data mining, and presents the detailed implementation of each step in SAS. In addition, business applications of data mining modeling require you to deal with a large number of variables, typically hundreds if not thousands. Therefore, the book devotes several chapters to the methods of data transformation and variable selection. - A complete framework for the data preparation process, including implementation details for each step. - The complete SAS implementation code, which is readily usable by professional analysts and data miners. - A unique and comprehensive approach for the treatment of missing values, optimal binning, and cardinality reduction. - Assumes minimal proficiency in SAS and includes a quick-start chapter on writing SAS macros.