Data mining : practical machine learning tools and techniques /: practical machine learning tools and techniques. (©2011)

• Record Type: Book
• Further Information: Note: Ian H. Witten, Eibe Frank, Mark A. Hall.
• Authors: Witten, I. H (Ian H.); Frank, Eibe; Hall, Mark A (Mark Andrew)
• Contents: 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.
• Edition: 3rd ed
• Publisher Details: Burlington, MA : Morgan Kaufmann
• Publication Date: 2011
• Copyright Date: 2011
• Extent: 1 online resource (xxxiii, 629 pages), illustrations
• Subjects: 006.3/12; Data mining; Data mining; COMPUTERS -- Database Management -- Data Mining; Data mining; Data Mining; Electronic books
• Languages: English
• ISBNs: 9780123748560; 0123748569; 9780080890364; 0080890369
• Related ISBNs: 9780123748560; 0123748569
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.