Data mining : practical machine learning tools and techniques
Record details
- ISBN: 0123748569
- ISBN: 9780123748560
- ISBN: 0080890369
- ISBN: 9780080890364
- ISBN: 0123748569
- ISBN: 9780123748560
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Physical Description:
1 online resource (xxxiii, 629 pages) : illustrations
remote - Edition: 3rd ed.
- Publisher: Burlington, MA : Morgan Kaufmann, ©2011.
Content descriptions
Bibliography, etc. Note: | Includes bibliographical references and index. |
Formatted Contents Note: | 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 -- Data transformation -- Ensemble learning -- Moving on : applications and beyond -- Introduction to Weka -- The explorer -- The knowledge flow interface -- The experimenter -- The command-line interface -- Embedded machine learning -- Writing new learning schemes -- Tutorial exercises for the weka explorer. |
Source of Description Note: | Print version record. |
Search for related items by subject
Subject: | Data mining COMPUTERS -- Database Management -- Data Mining Exploration de données (Informatique) Data Mining Data mining |
Genre: | Electronic books. Electronic books. |