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Evaluation measures for kernel optimization

✍ Scribed by Paweł Chudzian

Book ID
113840339
Publisher
Elsevier Science
Year
2012
Tongue
English
Weight
375 KB
Volume
33
Category
Article
ISSN
0167-8655

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We study the problem of evaluating the goodness of a kernel matrix for a classification task. As kernel matrix evaluation is usually used in other expensive procedures like feature and model selections, the goodness measure must be calculated efficiently. Most previous approaches are not efficient e