Vol. 3 No. 3 (2025): July: Health Science Informatic

Articles

• Predicting Public Health Risks Based on Lifestyle Factors Using the Support Vector Machine

  Andri Ismail Sitepu Andri, Muhammad Iqbal

  62-66

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• Heart Disease Prediction Using Logistic Regression and Random Forest with SHAP Explainability

  Dimas Prayogi

  67-72

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• Comparative Study of Machine Learning Approaches Based on Artificial Neural Network, Regression, and Clustering for Diabetes Prediction

  Nauval Alfarizi, Adi Putra, Prima Lydia Yosophin Batubara, Satria Sinurat

  73-80

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• Comparison of Naïve Bayes, K-Nearest Neighbors, and Decision Tree Methods for Classifying Heart Disease Risk Factors

  Ahmad Jihad Al Fayed, Surya Darma; Zailani Sinabariba, Maruli

  81-88

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• Comparison of Decision Tree and Random Forest Algorithm Performance for Nutrition Classification in Fast Food

  Perianus Lombu, Kiki wulandari

  89-95

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