The Resource Accelerating classifier training using AdaBoost within cascades of boosted ensembles : a thesis presented in partial fulfillment of the requirements for the degree of Master of Science in Computer Sciences at Massey University, Auckland, New Zealand, Teo Susnjak

Accelerating classifier training using AdaBoost within cascades of boosted ensembles : a thesis presented in partial fulfillment of the requirements for the degree of Master of Science in Computer Sciences at Massey University, Auckland, New Zealand, Teo Susnjak

Label
Accelerating classifier training using AdaBoost within cascades of boosted ensembles : a thesis presented in partial fulfillment of the requirements for the degree of Master of Science in Computer Sciences at Massey University, Auckland, New Zealand
Title
Accelerating classifier training using AdaBoost within cascades of boosted ensembles
Title remainder
a thesis presented in partial fulfillment of the requirements for the degree of Master of Science in Computer Sciences at Massey University, Auckland, New Zealand
Statement of responsibility
Teo Susnjak
Creator
Subject
Language
eng
Additional physical form
Also available online
Cataloging source
PU
http://library.link/vocab/creatorName
Susnjak, Teo
Dissertation note
Thesis (M. Sc.)--Massey University, Auckland, 2009
Index
no index present
Literary form
non fiction
Nature of contents
  • abstracts summaries
  • bibliography
  • theses
http://library.link/vocab/subjectName
  • Machine learning
  • Pattern recognition systems
  • Computer algorithms
Label
Accelerating classifier training using AdaBoost within cascades of boosted ensembles : a thesis presented in partial fulfillment of the requirements for the degree of Master of Science in Computer Sciences at Massey University, Auckland, New Zealand, Teo Susnjak
Instantiates
Publication
Note
  • NO BORROWABLE COPY
  • Accompanying CD-ROM contains digital version of thesis
Bibliography note
Includes bibliographical references (p. 117-122)
Contents
1. Introduction -- 2. Classification theory -- 3. Training classifiers -- 4. Accelerated classifier training -- 5. Evaluating the PSL structure -- 6. Experimental results -- 7. Incremental learning results -- 8. Conclusion
Control code
13097844
Dimensions
30 cm
Extent
xiii, 125 p.
Label
Accelerating classifier training using AdaBoost within cascades of boosted ensembles : a thesis presented in partial fulfillment of the requirements for the degree of Master of Science in Computer Sciences at Massey University, Auckland, New Zealand, Teo Susnjak
Publication
Note
  • NO BORROWABLE COPY
  • Accompanying CD-ROM contains digital version of thesis
Bibliography note
Includes bibliographical references (p. 117-122)
Contents
1. Introduction -- 2. Classification theory -- 3. Training classifiers -- 4. Accelerated classifier training -- 5. Evaluating the PSL structure -- 6. Experimental results -- 7. Incremental learning results -- 8. Conclusion
Control code
13097844
Dimensions
30 cm
Extent
xiii, 125 p.

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