Data Preparation for Data Mining Using SAS is popular PDF and ePub book, written by Mamdouh Refaat in 2010-07-27, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Data Preparation for Data Mining Using SAS can be Read Online from any device for your convenience.
Data Preparation for Data Mining Using SAS Book PDF Summary
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.
Detail Book of Data Preparation for Data Mining Using SAS PDF
- Author : Mamdouh Refaat
- Release : 27 July 2010
- Publisher : Elsevier
- ISBN : 9780080491004
- Genre : Computers
- Total Page : 425 pages
- Language : English
- PDF File Size : 16,8 Mb
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