000757992 000__ 01930cam\a2200361Ma\4500
000757992 001__ 757992
000757992 005__ 20210515115949.0
000757992 006__ m\\\\\o\\d\\\\\\\\
000757992 007__ cr\cn\nnnunnun
000757992 008__ 101005s2011\\\\ne\a\\\\ob\\\\001\0\eng\d
000757992 010__ $$z  2010039827
000757992 020__ $$z9780123748560
000757992 020__ $$z0123748569
000757992 020__ $$a9780080890364$$q(electronic book)
000757992 035__ $$a(CaPaEBR)ebr10525052
000757992 035__ $$a(OCoLC)706802868
000757992 040__ $$aCaPaEBR$$cCaPaEBR
000757992 05014 $$aQA76.9.D343$$bW58 2011eb
000757992 08204 $$a006.3/12$$222
000757992 1001_ $$aWitten, I. H.$$q(Ian H.)
000757992 24510 $$aData mining$$h[electronic resource] :$$bpractical machine learning tools and techniques /$$cIan H. Witten, Eibe Frank, Mark A. Hall.
000757992 250__ $$a3rd ed.
000757992 260__ $$aAmsterdam :$$bElsevier/Morgan Kaufmann,$$c2011.
000757992 300__ $$axxxiii, 629 p. :$$bill.
000757992 504__ $$aIncludes bibliographical references and index.
000757992 5050_ $$aPart I. Machine learning tools and techniques: 1. What's it all about?; 2. Input: concepts, instances, and attributes; 3. Output: knowledge representation; 4. Algorithms: the basic methods; 5. Credibility: evaluating what's been learned -- Part II. Advanced Data Mining: 6. Implementations: real machine learning schemes; 7. Data transformation; 8. Ensemble learning; 9. Moving on: applications and beyond -- Part III. The Weka Data MiningWorkbench: 10. Introduction to Weka; 11. The explorer -- 12. The knowledge flow interface; 13. The experimenter; 14 The command-line interface; 15. Embedded machine learning; 16. Writing new learning schemes; 17. Tutorial exercises for the weka explorer.
000757992 506__ $$aAccess limited to authorized users.
000757992 650_0 $$aData mining.
000757992 7001_ $$aFrank, Eibe.
000757992 7001_ $$aHall, Mark A.
000757992 852__ $$bebk
000757992 85640 $$3ProQuest Ebook Central Academic Complete$$uhttps://univsouthin.idm.oclc.org/login?url=http://site.ebrary.com/lib/usiricelib/Doc?id=10525052$$zOnline Access
000757992 909CO $$ooai:library.usi.edu:757992$$pGLOBAL_SET
000757992 980__ $$aEBOOK
000757992 980__ $$aBIB
000757992 982__ $$aEbook
000757992 983__ $$aOnline