Study of Kernel Selection and Construction Kernel for SVM Classification

It is the most critical for finding the best kernel to apply the kernel-based algorithms in practice, such as support vector machines (SVMs) for classification. The selection is tightly connected to the encoding of our prior knowledge about the data and the pattern type of the task. In this paper, w...

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Bibliographic Details
Main Authors: Lou XIONGWEI, Huang Decai, Fang LUMING, Xu AIJUN
Format: Article
Language:English
Published: IFSA Publishing, S.L. 2013-10-01
Series:Sensors & Transducers
Subjects:
SVM
Online Access:http://www.sensorsportal.com/HTML/DIGEST/october_2013/P_1440.pdf