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Fundamentals of machine learning for...

D'Arcy, Aoife, (1978-)

Fundamentals of machine learning for predictive data analytics :algorithms, worked examples, and case studies /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	006.3/1
書名/作者:	Fundamentals of machine learning for predictive data analytics : : algorithms, worked examples, and case studies // John D. Kelleher, Brian Mac Namee, Aoife D'Arcy.
作者:	Kelleher, John D.,
其他作者:	Mac Namee, Brian,
出版者:	Cambridge, Mass. : : MIT Press,, c2015.
面頁冊數:	xxii, 595 p. : : ill. ;; 24 cm.
標題:	Machine learning.
標題:	Data mining.
標題:	Prediction theory.
ISBN:	9780262029445 (hbk.) :
書目註:	Includes bibliographical references (p. [557]-563) and index.
內容註:	Machine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics.

Fundamentals of machine learning for predictive data analytics :algorithms, worked examples, and case studies /
Kelleher, John D.,1974-

Fundamentals of machine learning for predictive data analytics :algorithms, worked examples, and case studies /John D. Kelleher, Brian Mac Namee, Aoife D'Arcy. - Cambridge, Mass. :MIT Press,c2015. - xxii, 595 p. :ill. ;24 cm.

Includes bibliographical references (p. [557]-563) and index.

Machine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics.

ISBN: 9780262029445 (hbk.) :NTD 2,560

LCCN: 2014046123Subjects--Topical Terms:

202931
Machine learning.

LC Class. No.: Q325.5 / .K455 2015

Dewey Class. No.: 006.3/1

Fundamentals of machine learning for predictive data analytics :algorithms, worked examples, and case studies /
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245 1 0 $a Fundamentals of machine learning for predictive data analytics : $b algorithms, worked examples, and case studies / $c John D. Kelleher, Brian Mac Namee, Aoife D'Arcy.
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300 $a xxii, 595 p. : $b ill. ; $c 24 cm.
504 $a Includes bibliographical references (p. [557]-563) and index.
505 0 $a Machine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics.
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650 0 $a Data mining. $3 337740
650 0 $a Prediction theory. $3 572217
700 1 $a Mac Namee, Brian, $d 1978- $3 668148
700 1 $a D'Arcy, Aoife, $d 1978- $3 668149