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

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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Bibliographic Details
Main Authors: Tiara Azahra Wika Putri, Umu Sa’adah, Ummu Habibah
Format: Article
Language:English
Published: Mathematics Department UIN Maulana Malik Ibrahim Malang 2025-03-01
Series:Cauchy: Jurnal Matematika Murni dan Aplikasi
Subjects:
obesity
ensemble learning
smote-nc
xgboost.
Online Access:https://ejournal.uin-malang.ac.id/index.php/Math/article/view/30818
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