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Obesity Prediction Using Synthetic Minority Oversampling Technique for Numeric and Continous and XGBoost Approaches

This study investigates the effect of using SMOTE-NC on the XGBoost algorithm in predicting obesity. The main objective of this research is to determine the effect of implementing SMOTE-NC and also the features that are most influential in the prediction process. By using the SMOTE-NC approach with...

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Principais autores: Tiara Azahra Wika Putri, Umu Sa’adah, Ummu Habibah
Formato: Artigo
Idioma:Inglês
Publicado em: Mathematics Department UIN Maulana Malik Ibrahim Malang 2025-03-01
Colecção:Cauchy: Jurnal Matematika Murni dan Aplikasi
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Acesso em linha:https://ejournal.uin-malang.ac.id/index.php/Math/article/view/30818
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