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...
Main Authors: | , , , |
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Format: | Article |
Language: | English |
Published: |
IFSA Publishing, S.L.
2013-10-01
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Series: | Sensors & Transducers |
Subjects: | |
Online Access: | http://www.sensorsportal.com/HTML/DIGEST/october_2013/P_1440.pdf |