Improvements on least squares twin multi-class classification support vector machine

Recently, least squares twin multi-class support vector machine (LSTKSVC) was proposed as a least squares version of twin multi-class classification support vector machine (Twin-KSVC), both based on twin support vector machine (TWSVM). In this paper, we propose a novel multi-class classifier termed...

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Vydáno v:	Neurocomputing (Amsterdam) Ročník 313; s. 196 - 205
Hlavní autoři:	de Lima, Márcio Dias, Costa, Nattane Luiza, Barbosa, Rommel
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 03.11.2018
Témata:	Least squares Multi-class classification Structural risk minimization Twin support vector machine Twin-KSVC Multi-class classification Twin-KSVC Twin support vector machine Least squares Structural risk minimization
ISSN:	0925-2312, 1872-8286
On-line přístup:	Získat plný text
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