Advances in large margin classifiers / (Record no. 39350)
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000 -LEADER | |
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fixed length control field | 02679nam a2200481 i 4500 |
001 - CONTROL NUMBER | |
control field | 6267437 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | IEEE |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20190220121647.0 |
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 |n||||||||| |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 151223s2000 maua ob 001 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9780262283977 |
Qualifying information | ebook |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
Canceled/invalid ISBN | 0262283972 |
Qualifying information | electronic |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
Canceled/invalid ISBN | 9780262194488 |
Qualifying information | |
035 ## - SYSTEM CONTROL NUMBER | |
System control number | (CaBNVSL)mat06267437 |
035 ## - SYSTEM CONTROL NUMBER | |
System control number | (IDAMS)0b000064818b444d |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | CaBNVSL |
Language of cataloging | eng |
Description conventions | rda |
Transcribing agency | CaBNVSL |
Modifying agency | CaBNVSL |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
Classification number | Q325.5 |
Item number | .A34 2000eb |
245 00 - TITLE STATEMENT | |
Title | Advances in large margin classifiers / |
Statement of responsibility, etc. | edited by Alexander J. Smola ... [et al.]. |
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
Place of production, publication, distribution, manufacture | Cambridge, Massachusetts : |
Name of producer, publisher, distributor, manufacturer | MIT Press, |
Date of production, publication, distribution, manufacture, or copyright notice | c2000. |
264 #2 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
Place of production, publication, distribution, manufacture | [Piscataqay, New Jersey] : |
Name of producer, publisher, distributor, manufacturer | IEEE Xplore, |
Date of production, publication, distribution, manufacture, or copyright notice | [2000] |
300 ## - PHYSICAL DESCRIPTION | |
Extent | 1 PDF (vi, 412 pages) : |
Other physical details | illustrations. |
336 ## - CONTENT TYPE | |
Content type term | text |
Source | rdacontent |
337 ## - MEDIA TYPE | |
Media type term | electronic |
Source | isbdmedia |
338 ## - CARRIER TYPE | |
Carrier type term | online resource |
Source | rdacarrier |
490 1# - SERIES STATEMENT | |
Series statement | Advances in neural information processing systems [i.e. Neural information processing series] |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc. note | Includes bibliographical references (p. [389]-407) and index. |
506 1# - RESTRICTIONS ON ACCESS NOTE | |
Terms governing access | Restricted to subscribers or individual electronic text purchasers. |
520 ## - SUMMARY, ETC. | |
Summary, etc. | The concept of large margins is a unifying principle for the analysis of many different approaches to the classification of data from examples, including boosting, mathematical programming, neural networks, and support vector machines. The fact that it is the margin, or confidence level, of a classification--that is, a scale parameter--rather than a raw training error that matters has become a key tool for dealing with classifiers. This book shows how this idea applies to both the theoretical analysis and the design of algorithms.The book provides an overview of recent developments in large margin classifiers, examines connections with other methods (e.g., Bayesian inference), and identifies strengths and weaknesses of the method, as well as directions for future research. Among the contributors are Manfred Opper, Vladimir Vapnik, and Grace Wahba. |
530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
Additional physical form available note | Also available in print. |
538 ## - SYSTEM DETAILS NOTE | |
System details note | Mode of access: World Wide Web |
588 ## - SOURCE OF DESCRIPTION NOTE | |
Source of description note | Description based on PDF viewed 12/23/2015. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Kernel functions. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Algorithms. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Machine learning. |
655 #0 - INDEX TERM--GENRE/FORM | |
Genre/form data or focus term | Electronic books. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Smola, Alexander J. |
710 2# - ADDED ENTRY--CORPORATE NAME | |
Corporate name or jurisdiction name as entry element | IEEE Xplore (Online Service), |
Relator term | distributor. |
710 2# - ADDED ENTRY--CORPORATE NAME | |
Corporate name or jurisdiction name as entry element | MIT Press, |
Relator term | publisher. |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
Relationship information | Print version |
International Standard Book Number | 9780262194488 |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
Uniform title | Neural information processing series. |
856 42 - ELECTRONIC LOCATION AND ACCESS | |
Materials specified | Abstract with links to resource |
Uniform Resource Identifier | http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267437 |
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