Data mining : practical machine learning tools and techniques
Title:
Data mining : practical machine learning tools and techniques
Author:
Witten, I. H. (Ian H.)
ISBN:
9780120884070
Personal Author:
Edition:
2nd ed.
Publication Information:
Amsterdam ; Boston, MA : Morgan Kaufman, 2005.
Physical Description:
xxxi, 525 p. : ill. ; 24 cm.
Series:
Morgan Kaufmann series in data management systems
Series Title:
Morgan Kaufmann series in data management systems
Contents:
Pt. I. Machine learning tools and techniques. What's it all about? -- Input : concepts, instances, and attributes -- Output : knowledge representation -- Algorithms : the basic methods -- Credibility : evaluating what's been learned -- Implementations : real machine learning schemes -- Transformations : engineering the input and output -- Moving on : extensions and applications -- Pt. II. The Weka machine learning workbench. Introduction to Weka -- The Explorer -- The Knowledge Flow interface -- The Experimenter -- The command-line interface -- Embedded machine learning -- Writing new learning schemes.
Added Author:
Electronic Access:
Publisher description http://www.loc.gov/catdir/enhancements/fy0624/2005043385-d.htmlTable of contents only http://www.loc.gov/catdir/enhancements/fy0624/2005043385-t.html