Pairwise Classification and Pairwise Support Vector Machines

Pairwise Classification and Pairwise Support Vector Machines

Several modifications have been suggested to extend binary classifiers to multiclass classification, for instance the One Against All technique, the One Against One technique, or Directed Acyclic Graphs. A recent approach for multiclass classification is the pairwise classification, which relies on...

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Bibliographic Details
Main Author: Brunner, Carl
Other Authors: Technische Universität Dresden, Fakultät Mathematik und Naturwissenschaften
Format: Doctoral Thesis
Language:English
Published: Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden 2012
Subjects:
Paarwise Support Vector Machines
Interklassen Generalisierung
Paarweise Kernel
Large Scale Probleme
Model Auswahl
Paarweise Klassifikation
Pairwise Support Vector Machines
Interclass Generalization
Pairwise Kernels
Large Scale Problems
Model Selection
Pairwise Classification
ddc:510
rvk:SK 880
Online Access:http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-87820
http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-87820
http://www.qucosa.de/fileadmin/data/qucosa/documents/8782/dissertation_brunner_carl.pdf

Internet

http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-87820
http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-87820
http://www.qucosa.de/fileadmin/data/qucosa/documents/8782/dissertation_brunner_carl.pdf

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