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Enhancing multiclass SVM classification using a hybrid directed acyclic graph and rest-vs-rest strategy

This study proposes a modified Directed Acyclic Graph Support Vector Machine (DAG-SVM) using a Rest-vs-Rest (RvR) strategy to address the multiclass classification problem in the Hepatitis C dataset from Kaggle, which contains four diagnostic categories with a highly imbalanced class distribution, w...

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Principais autores: Christyan Tamaro Nadeak, Fajri Farid, Linda Rassiyanti, Arielva Simon Siahaan, Lutfia Aisyah Putri
Formato: Artigo
Idioma:Inglês
Publicado em: Universitas Islam Negeri Raden Intan Lampung 2025-12-01
coleção:Desimal
Assuntos:
directed acyclic graph (dag)
multiclass classification
rest-vs-rest (rvr)
support vector machine (svm)
Acesso em linha:https://ejournal.radenintan.ac.id/index.php/desimal/article/view/29469
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