The Resource An introduction to support vector machines : and other kernel-based learning methods, Nello Cristianini and John Shawe-Taylor

An introduction to support vector machines : and other kernel-based learning methods, Nello Cristianini and John Shawe-Taylor

Label
An introduction to support vector machines : and other kernel-based learning methods
Title
An introduction to support vector machines
Title remainder
and other kernel-based learning methods
Statement of responsibility
Nello Cristianini and John Shawe-Taylor
Title variation
Kernel-based learning methods
Creator
Contributor
Subject
Language
eng
Cataloging source
DLC
http://library.link/vocab/creatorName
Cristianini, Nello
Illustrations
illustrations
Index
index present
LC call number
Q325.5
LC item number
.C75 2000
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Shawe-Taylor, John
http://library.link/vocab/subjectName
  • Support vector machines
  • Kernel functions
  • Data mining
  • Apprentissage automatique
  • Algorithmes
  • Noyaux (Mathématiques)
  • Kernel functions
  • Support vector machines
  • Leerprocessen
  • Generalisatie
  • Optimaliseren
  • Machine-learning
  • Implementatie (dataverwerking)
  • Algoritmen
  • Aprendizado computacional
  • Inteligência artificial
  • Apprentissage automatique
  • Algorithme
  • Machine à vecteurs de support
  • Noyau (Mathématiques)
  • Intelligence artificielle
  • Apprentissage automatique
  • Acquisition des connaissances (systèmes experts)
  • Modèles stochastiques d'apprentissage
  • Traitement vectoriel
  • Noyaux (analyse fonctionnelle)
  • Algorithmes
  • Maschinelles Lernen
  • Support-Vektor-Maschine
Label
An introduction to support vector machines : and other kernel-based learning methods, Nello Cristianini and John Shawe-Taylor
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 173-186) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
The learning methodology -- Linear learning machines -- Kernal-induced feature spaces -- Generalisation theory -- Optimisation theory -- Support vector machines -- Implementation techniques -- Application of support vector machines -- Pseudocode for the SMO algorithm -- Background mathematics
Dimensions
26 cm
Extent
xiii, 189 pages
Isbn
9780521780193
Lccn
99054716
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations (some color)
System control number
  • (OCoLC)42753132
  • (OCoLC)ocm42753132
Label
An introduction to support vector machines : and other kernel-based learning methods, Nello Cristianini and John Shawe-Taylor
Publication
Bibliography note
Includes bibliographical references (p. 173-186) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
The learning methodology -- Linear learning machines -- Kernal-induced feature spaces -- Generalisation theory -- Optimisation theory -- Support vector machines -- Implementation techniques -- Application of support vector machines -- Pseudocode for the SMO algorithm -- Background mathematics
Dimensions
26 cm
Extent
xiii, 189 pages
Isbn
9780521780193
Lccn
99054716
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations (some color)
System control number
  • (OCoLC)42753132
  • (OCoLC)ocm42753132

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