Statistical and machine-learning data mining : techniques for better predictive modeling and analysis of big data

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...

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Bibliographic Details
Main Author: Ratner, Bruce (Author)
Format: Book
Language:English
Published: Boca Raton, Forida : Taylor & Francis , c2011
Edition:2nd ed
Subjects:

MARC

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020 |a 1439860920 
020 |a 9781439860915 (hardback : alk. paper) 
020 |a 9781439860922 
050 0 0 |a HF5415.126   |b .R38 2012 
090 0 0 |a HF5415.126   |b .R38 2012 
100 1 |a Ratner, Bruce ,   |e author 
245 1 0 |a Statistical and machine-learning data mining :   |b techniques for better predictive modeling and analysis of big data   |c Bruce Ratner 
250 |a 2nd ed 
260 |a Boca Raton, Forida :   |b Taylor & Francis ,   |c c2011 
300 |a xxv, 516 p. :   |b ill. ;   |c 25 cm. 
500 |a Rev. ed. of: Statistical modeling and analysis for database marketing. c2003 
504 |a Includes bibliographical references and index 
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 
650 0 |a Big data   |x Statistical methods 
650 0 |a Data mining   |x Statistical methods 
650 0 |a Database marketing   |x Statistical methods 
700 1 |a Ratner, Bruce ,   |e author 
999 |a 1000152280   |b Book   |c OPEN SHELF (30 DAYS)   |e Gong Badak Campus