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Data mining methods and models

Larose, Daniel T.

Data mining methods and models

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Data mining methods and models/ Daniel T. Larose.
作者:	Larose, Daniel T.
出版者:	Hoboken, NJ :Wiley-Interscience, : c2006.,
面頁冊數:	1 online resource (xvi, 322 p.) :ill. :
標題:	Data mining. -
電子資源:	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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