A multi-label learning based kernel automatic recommendation method for support vector machine.

A multi-label learning based kernel automatic recommendation method for support vector machine.

Choosing an appropriate kernel is very important and critical when classifying a new problem with Support Vector Machine. So far, more attention has been paid on constructing new kernels and choosing suitable parameter values for a specific kernel function, but less on kernel selection. Furthermore,...

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Bibliographic Details
Main Authors:	Xueying Zhang, Qinbao Song
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2015-01-01
Series:	PLoS ONE
Online Access:	http://europepmc.org/articles/PMC4403820?pdf=render

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