LEAST SQUARES SUPPORT VECTOR MACHINES PARAMETER OPTIMIZATION BASED ON IMPROVED ANT COLONY ALGORITHM FOR HEPATITIS DIAGNOSIS

Many kinds of classification method are able to diagnose a patient who suffered Hepatitis disease. One of classification methods that can be used was Least Squares Support Vector Machines (LSSVM). There are two parameters that very influence to improve the classification accuracy on LSSVM, they are...

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Detalhes bibliográficos

Principais autores:	Nursuci Putri Husain, Nursanti Novi Arisa, Putri Nur Rahayu, Agus Zainal Arifin, Darlis Herumurti
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Universitas Indonesia 2017-02-01
coleção:	Jurnal Ilmu Komputer dan Informasi
Assuntos:	Classification Least Squares Support Vector Machines Improved Ant Colony Algorithm Local Fisher Discriminant Analysis Hepatitis Disease
Acesso em linha:	https://jiki.cs.ui.ac.id/index.php/jiki/article/view/428
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