SMOTE-SVM for Handling Imbalanced Data in Obesity Classification

Obesity is a significant health issue associated with various chronic diseases, making its early classification critical for effective interventions. This study investigates the performance of Support Vector Machine (SVM) models with Radial Basis Function (RBF) and Linear kernels on imbalanced obesi...

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Detalhes bibliográficos
Main Authors: Muhammad Kunta Biddinika, Herman Yuliansyah, Dewi Soyusiawaty, Farhan Radhiansyah Razak
Formato: Artigo
Idioma:Inglês
Publicado em: Universitas Gadjah Mada 2025-04-01
Colecção:IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
Assuntos:
obesity
smote
rus
rbf
linear
Acesso em linha:https://jurnal.ugm.ac.id/ijccs/article/view/103994
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