Title: Survey of research on kernel function evaluation
Abstract: Kernel function is a key factor to achieve good performance of kernel methods. Kernel function evaluation, which was one of the important research subjects in kernel functions,aimed at measuring the similarity between two kernel functions or between a kernel and a target function.This paper systematically surveyed the research state and advances in kernel function evaluation.Analyzed the typical kernel evaluation methods with the corresponding characteristics and disadvantages.In addition,summarized further research directions which were worth attention.
Publication Year: 2011
Publication Date: 2011-01-01
Language: en
Type: article
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