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Statistical and machine-learning dat...

Ratner, Bruce.

Statistical and machine-learning data mining[electronic resource] :techniques for better predictive modeling and analysis of big data /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	658.8/72
書名/作者:	Statistical and machine-learning data mining : techniques for better predictive modeling and analysis of big data // Bruce Ratner.
作者:	Ratner, Bruce.
出版者:	Boca Raton, FL : : CRC Press,, 2011.
面頁冊數:	1 online resource (xxv, 496 p.) : : ill.
附註:	Revised edition of: Statistical modeling and analysis for database marketing. c2003.
標題:	Database marketing - Statistical methods.
標題:	Data mining - Statistical methods.
標題:	Big data - Statistical methods.
ISBN:	1439860920
ISBN:	9781439860922
書目註:	Includes bibliographical references.
摘要、提要註:	The second edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish between statistical data mining and machine-learning data mining. The first edition, titled Statistical Modeling and Analysis for Database Marketing: Effective Techniques for Mining Big Data, contained 17 chapters of innovative and practical statistical data mining techniques. In this second edition, renamed to reflect the increased coverage of machine-learning data mining techniques, the author has.
電子資源:	http://www.crcnetbase.com/isbn/9781439860922

Statistical and machine-learning data mining[electronic resource] :techniques for better predictive modeling and analysis of big data /
Ratner, Bruce.

Statistical and machine-learning data miningtechniques for better predictive modeling and analysis of big data /[electronic resource] :Bruce Ratner. - 2nd ed. - Boca Raton, FL :CRC Press,2011. - 1 online resource (xxv, 496 p.) :ill.

Revised edition of: Statistical modeling and analysis for database marketing. c2003.

Includes bibliographical references.

The second edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish between statistical data mining and machine-learning data mining. The first edition, titled Statistical Modeling and Analysis for Database Marketing: Effective Techniques for Mining Big Data, contained 17 chapters of innovative and practical statistical data mining techniques. In this second edition, renamed to reflect the increased coverage of machine-learning data mining techniques, the author has.

ISBN: 1439860920Subjects--Topical Terms:

609212
Database marketing
--Statistical methods.Index Terms--Genre/Form:

336502
Electronic books.

LC Class. No.: HF5415.126 / .R38 2012

Dewey Class. No.: 658.8/72

Statistical and machine-learning data mining[electronic resource] :techniques for better predictive modeling and analysis of big data /
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020 $a 1439860920 $q (electronic bk.)
020 $a 9781439860922 $q (electronic bk.)
020 $z 9781439860915
020 $z 1439860912
035 $a (OCoLC)774956267 $z (OCoLC)846860023 $z (OCoLC)860582711 $z (OCoLC)880637669
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050 4 $a HF5415.126 $b .R38 2012
082 0 4 $a 658.8/72 $2 22
100 1 $a Ratner, Bruce. $3 609211
245 1 0 $a Statistical and machine-learning data mining $h [electronic resource] : $b techniques for better predictive modeling and analysis of big data / $c Bruce Ratner.
250 $a 2nd ed.
260 $a Boca Raton, FL : $b CRC Press, $c 2011.
300 $a 1 online resource (xxv, 496 p.) : $b ill.
500 $a Revised edition of: Statistical modeling and analysis for database marketing. c2003.
504 $a Includes bibliographical references.
520 $a The second edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish between statistical data mining and machine-learning data mining. The first edition, titled Statistical Modeling and Analysis for Database Marketing: Effective Techniques for Mining Big Data, contained 17 chapters of innovative and practical statistical data mining techniques. In this second edition, renamed to reflect the increased coverage of machine-learning data mining techniques, the author has.
588 $a Description based on print version record.
650 0 $a Database marketing $x Statistical methods. $3 609212
650 0 $a Data mining $x Statistical methods. $3 559066
650 0 $a Big data $x Statistical methods. $3 609213
655 0 $a Electronic books. $2 local $3 336502
856 4 0 $u http://www.crcnetbase.com/isbn/9781439860922

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