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Data mining methods and models
~
Larose, Daniel T.
Data mining methods and models
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Data mining methods and models/ Daniel T. Larose.
Author:
Larose, Daniel T.
Published:
Hoboken, NJ :Wiley-Interscience, : c2006.,
Description:
1 online resource (xvi, 322 p.) :ill. :
Subject:
Data mining. -
Online resource:
http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5201921
ISBN:
0471756482
Data mining methods and models
Larose, Daniel T.
Data mining methods and models
[electronic resource] /Daniel T. Larose. - Hoboken, NJ :Wiley-Interscience,c2006. - 1 online resource (xvi, 322 p.) :ill.
Includes bibliographical references and index.
Dimension reduction methods -- Regression modeling -- Multiple regression and model building -- Logistic regression -- Na�ive Bayes estimation and Bayesian networks -- Genetic algorithms -- Case study : modeling response to direct mail marketing.
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.
ISBN: 0471756482
Standard No.: 10.1002/0471756482doi
Source: 110527837Wiley InterSciencehttp://www3.interscience.wiley.com
UkSubjects--Topical Terms:
528622
Data mining.
Index Terms--Genre/Form:
554714
Electronic books.
LC Class. No.: QA76.9.D343 / L378 2006eb
Dewey Class. No.: 005.74
Data mining methods and models
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