A kernel study on Support Vector Machines

Language: English

Published by LAP LAMBERT Academic Publishing Mai 2010, 2010

3838305574 / 9783838305578

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This item is printed on demand - it takes 3-4 days longer - Neuware -Support Vector Machines (SVM) are known as the state of the art learning algorithms. Although they are called as the state of the art learning algorithms, the kernel functions take an important place when the SVM performance is the main concern. Recently Chebyshev kernel has been proposed as a good alternative to the well known and used Gaussian kernel. Therefore in this book we studied this kernel functions as well as several other kernel functions, and compared their performances. We also proposed a generalization method to use Chebyshev kernels on vector inputs directly. Moreover, we also discussed some properties of Gaussian kernels when used with SVM. 84 pp. Englisch.

Seller Inventory # 9783838305578

Title
A kernel study on Support Vector Machines
Author
Sedat Ozer
Publisher
LAP LAMBERT Academic Publishing Mai 2010
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3838305574
ISBN 13
9783838305578
Item weight
143 grams
Dimensions
220x150x6 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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