📖 Data Preparation for Data Mining Using SAS
Tuesday, November 20, 2018 by dev
Data Preparation for Data Mining Using SAS
By:Mamdouh Refaat
Published on 2010-07-27 by Elsevier
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.
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Book ID of Data Preparation for Data Mining Using SAS's Books is FkH9gjihLqMC, Book which was written byMamdouh Refaathave ETAG "HyPCGeY3wHE"
Book which was published by Elsevier since 2010-07-27 have ISBNs, ISBN 13 Code is 9780080491004 and ISBN 10 Code is 0080491006
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