Introduction to data mining / Pang-Ning Tan, Michael Steinbach, Vipin Kumar.
Introduction to data mining / Pang-Ning Tan, Michael Steinbach, Vipin Kumar.
About this item
Full title
Author / Creator
Publisher
Boston : Pearson Addison Wesley, c2006, [i.e. 2005]
Call Numbers
N006.312/2
Record Identifier
MMS ID
Language
English
Formats
Physical Description
Physical content
xxi, 769 p. : ill. 24 cm.
Contents
1. Introduction -- 2. Data -- 3. Exploring data -- 4. Classification : basic concepts, decision trees, and model evaluation -- 5. Classification : alternative techniques -- 6. Association analysis : basic concepts and algorithms -- 7. Association analysis : advanced concepts -- 8. Cluster analysis :...
Publication information
Publisher
Boston : Pearson Addison Wesley, c2006, [i.e. 2005]
Edition
1st ed.
Place of Publication
Massachusetts
Date Published
c2006, [i.e. 2005]
Subjects
More information
Scope and Contents
Summary
"Introduction to Data Mining is a complete introduction to data mining for students, researchers, and professionals. It provides a sound understanding of the foundations of data mining, in addition to covering many important advanced topics."--BOOK JACKET.
Alternative Titles
Full title
Introduction to data mining / Pang-Ning Tan, Michael Steinbach, Vipin Kumar.
Authors, Artists and Contributors
Author / Creator
Author / Artists
Notes
General note
Includes bibliographical references and indexes.
Identifiers
Primary Identifiers
Call Numbers
N006.312/2
Record Identifier
74VKd5j5MKdg
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/74VKd5j5MKdg
Other Identifiers
ISBN
0321321367 (alk. paper)
9780321321367 (alk. paper)
DDC
006.312
MMS ID
991020121039702626