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Classification of Nutritional Status of Toddlers on Imbalanced Data Using SMOTE with Decision Tree and Random Forest Models

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Classification of Nutritional Status of Toddlers on Imbalanced Data Using SMOTE with Decision Tree and Random Forest Models

Firda Fadri et al · Universitas Jember · 2026 · ISSN 2339-0069

Nutritional status of toddlers was considered a key indicator for assessing nutritional problems among children. According to the Banyuwangi Regency Health Profile, the prevalence of undernutrition based on the weight-fo...

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Handling of Data Imbalance in Classification of Regencies/Municipalities in Eastern Indonesia

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Handling of Data Imbalance in Classification of Regencies/Municipalities in Eastern Indonesia

Adham Malay Japany et al · Islamic University of Indragiri · 2024 · ISSN 2302-8149

Imbalance of data between classes can result in incorrect predictions in classification, which can cause problems in decision making. Eastern Indonesia (KTI) is one of the regions that has a Human Development Index (HDI)...

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