The Resource Data mining methods and models, Daniel T. Larose

Data mining methods and models, Daniel T. Larose

Label
Data mining methods and models
Title
Data mining methods and models
Statement of responsibility
Daniel T. Larose
Creator
Contributor
Author
Author
Provider
Publisher
Subject
Genre
Language
eng
Summary
Provides an introduction into data mining methods and models, including association rules, clustering, K-nearest neighbor, statistical inference, neural networks, linear and logistic regression, and multivariate analysis
Cataloging source
DG1
http://library.link/vocab/creatorName
Larose, Daniel T
Illustrations
illustrations
Index
index present
LC call number
QA76.9.D343
LC item number
L378 2006
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • IEEE Xplore
  • John Wiley & Sons
  • Institute of Electrical and Electronics Engineers
http://library.link/vocab/subjectName
  • Data mining
  • Exploration de données (Informatique)
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • Data mining
Label
Data mining methods and models, Daniel T. Larose
Instantiates
Publication
Copyright
Note
Made available via IEEE Xplore Digital Library
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Dimension reduction methods -- Regression modeling -- Multiple regression and model building -- Logistic regression -- Naïve Bayes estimation and Bayesian networks -- Genetic algorithms -- Case study : modeling response to direct mail marketing
Dimensions
unknown
Extent
1 online resource (xvi, 322 pages)
Form of item
online
Isbn
9780471756477
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1002/0471756482
Other physical details
illustrations
Specific material designation
remote
Stock number
110527837
System control number
  • (OCoLC)85784185
  • (OCoLC)ocm85784185
Label
Data mining methods and models, Daniel T. Larose
Publication
Copyright
Note
Made available via IEEE Xplore Digital Library
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Dimension reduction methods -- Regression modeling -- Multiple regression and model building -- Logistic regression -- Naïve Bayes estimation and Bayesian networks -- Genetic algorithms -- Case study : modeling response to direct mail marketing
Dimensions
unknown
Extent
1 online resource (xvi, 322 pages)
Form of item
online
Isbn
9780471756477
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1002/0471756482
Other physical details
illustrations
Specific material designation
remote
Stock number
110527837
System control number
  • (OCoLC)85784185
  • (OCoLC)ocm85784185

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