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Machine Learning for Email : Spam Filtering and Priority Inbox, Paperback by ...
- Item No : 357376527553
- Condition : Like New
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* Item Description
- Machine Learning for Email : Spam Filtering and Priority Inbox, Paperback by Conway, Drew; White, John Myles, ISBN 1449314309, ISBN-13 9781449314309, Like New Used, Free shipping in the US
This slim volume for experienced computer programmers and hobbyists provides detailed information on developing techniques for machine learning using sample data sets drawn from email. The work uses examples from the R statistical data analysis language and assumes a working knowledge on UNIX and Linux command line utilities and Bash scripting. Beginning with a tutorial for R, the text covers data exploration and parsing, designing and implementing and spam filter programs, as well as the development of a priority system for emails in the sample data set. Chapters include numerous code examples and illustrations, and access to additional online resources is provided. Conway and White are PhD candidates who use statistical analysis extensively in their research. Annotation ©2012 Book News, Inc., Portland, OR ()
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