rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Data mining
    sub title: practical machine learning tools and techniques
  name:
    name part: Witten, I. H. (Ian H.)
    role:
      role term: creator
  name:
    name part: Frank, Eibe.
  name:
    name part: Hall, Mark A.
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: m
    place:
      place term: Burlington, MA
    publisher: Morgan Kaufmann
    date issued: c2011
    edition: 3rd ed.
    issuance: monographic
  language:
    language term: 0 e
  physical description:
    form: print
    extent: xxxiii, 629 p. : ill. ; 24 cm.
  table of contents: Part I. Machine Learning Tools and Techniques: 1. What's iIt all about?; 2. Input: concepts, instances, and attributes; 3. Output: knowledge representation; 4. Algorithms: the basic methods; 5. Credibility: evaluating what's been learned -- Part II. Advanced Data Mining: 6. Implementations: real machine learning schemes; 7. Data transformation; 8. Ensemble learning; 9. Moving on: applications and beyond -- Part III. The Weka Data MiningWorkbench: 10. Introduction to Weka; 11. The explorer -- 12. The knowledge flow interface; 13. The experimenter; 14 The command-line interface; 15. Embedded machine learning; 16. Writing new learning schemes; 17. Tutorial exercises for the weka explorer.
  note: Ian H. Witten, Eibe Frank, Mark A. Hall.
  note: Includes bibliographical references (p. 587-605) and index.
  subject:
    topic: Data mining
  classification: 006.3 WI-I
  related item:
    title info:
      title: Morgan Kaufmann series in data management systems
  identifier: 0123748569 (pbk.)
  identifier: 9780123748560 (pbk.)
  identifier: 2010039827
  record info:
    record content source: DLC
    record creation date: ##1010
    record change date: ##20111216
    record identifier: DLU110129141