Ensemble methods (Record no. 12146)

MARC details
000 -LEADER
fixed length control field 02181nam a2200373Ia 4500
001 - CONTROL NUMBER
control field CAH0KE11360PDF
003 - CONTROL NUMBER IDENTIFIER
control field BD-DhSAU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20151012144310.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m|||||o||d||||||||
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 120720s2012 fluad sb 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781439830055 (ebook : PDF)
040 ## - CATALOGING SOURCE
Original cataloging agency BD-DhSAU
Transcribing agency BD-DhSAU
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (OCLC)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) QA278.4
Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) .Z47 2012
092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC)
Classification number 006.31
Item number Z638
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Zhou, Zhi-Hua,
Titles and words associated with a name Ph. D.
245 10 - TITLE STATEMENT
Title Ensemble methods
Medium [electronic resource] :
Remainder of title foundations and algorithms /
Statement of responsibility, etc. Zhi-Hua Zhou.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc. Boca Raton, Fla. :
Name of publisher, distributor, etc. CRC Press,
Date of publication, distribution, etc. 2012.
300 ## - PHYSICAL DESCRIPTION
Extent xiv, 222 p. :
Other physical details ill.
490 1# - SERIES STATEMENT
Series statement Chapman & Hall/CRC machine learning & pattern recognition series
500 ## - GENERAL NOTE
General note "A Chapman & Hall book."
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (p. 187-218) and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 1. Introduction -- 2. Boosting -- 3. Bagging -- 4. Combination methods -- 5. Diversity -- 6. Ensemble pruning -- 7. Clustering ensembles -- 8. Advanced topics.
520 ## - SUMMARY, ETC.
Summary, etc. "This comprehensive book presents an in-depth and systematic introduction to ensemble methods for researchers in machine learning, data mining, and related areas. It helps readers solve modem problems in machine learning using these methods. The author covers the spectrum of research in ensemble methods, including such famous methods as boosting, bagging, and rainforest, along with current directions and methods not sufficiently addressed in other books. Chapters explore cutting-edge topics, such as semi-supervised ensembles, cluster ensembles, and comprehensibility, as well as successful applications"--
Assigning source Provided by publisher.
530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE
Additional physical form available note Also available in print edition.
538 ## - SYSTEM DETAILS NOTE
System details note Mode of access: World Wide Web.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Multiple comparisons (Statistics)
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Set theory.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical analysis.
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
Source of term lcsh
776 1# - ADDITIONAL PHYSICAL FORM ENTRY
International Standard Book Number 9781439830031 (hardback)
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Chapman & Hall/CRC machine learning & pattern recognition series.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://marc.crcnetbase.com/isbn/9781439830055">http://marc.crcnetbase.com/isbn/9781439830055</a>
Electronic format type application/PDF

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