Items related to Decision Trees for Analytics Using SAS Enterprise Miner

Decision Trees for Analytics Using SAS Enterprise Miner - Hardcover

 
9781642953138: Decision Trees for Analytics Using SAS Enterprise Miner

This specific ISBN edition is currently not available.

Synopsis

Decision Trees for Analytics Using SAS Enterprise Miner is the most comprehensive treatment of decision tree theory, use, and applications available in one easy-to-access place. This book illustrates the application and operation of decision trees in business intelligence, data mining, business analytics, prediction, and knowledge discovery. It explains in detail the use of decision trees as a data mining technique and how this technique complements and supplements data mining approaches such as regression, as well as other business intelligence applications that incorporate tabular reports, OLAP, or multidimensional cubes.

An expanded and enhanced release of Decision Trees for Business Intelligence and Data Mining Using SAS Enterprise Miner, this book adds up-to-date treatments of boosting and high-performance forest approaches and rule induction. There is a dedicated section on the most recent findings related to bias reduction in variable selection. It provides an exhaustive treatment of the end-to-end process of decision tree construction and the respective considerations and algorithms, and it includes discussions of key issues in decision tree practice.

Analysts who have an introductory understanding of data mining and who are looking for a more advanced, in-depth look at the theory and methods of a decision tree approach to business intelligence and data mining will benefit from this book.

"synopsis" may belong to another edition of this title.

About the Author

Barry de Ville is the managing director at skillfullmeans.us. Formerly, he was a Solutions Architect at SAS where his work with decision trees was featured during several SAS users' conferences and led to the award of a U.S. patent on "bottom-up" decision trees. Barry also led the development of the KnowledgeSEEKER decision tree package. He has given workshops and tutorials on decision trees at such organizations as Statistics Canada, the American Marketing Association, the IEEE, and the Direct Marketing Association.

"About this title" may belong to another edition of this title.

(No Available Copies)

Search Books:



Create a Want

Can't find the book you're looking for? We'll keep searching for you. If one of our booksellers adds it to AbeBooks, we'll let you know!

Create a Want

Other Popular Editions of the Same Title

9781612903156: Decision Trees for Analytics Using SAS Enterprise Miner

Featured Edition

ISBN 10:  1612903150 ISBN 13:  9781612903156
Publisher: SAS Institute, 2013
Softcover