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All Journal M A T H L I N E : Jurnal Matematika dan Pendidikan Matematika
Handayani, Septia
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Education Mathematics

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The Application Of The Naïve Bayes Method In Diagnosing Heart Disease In Medan City Handayani, Septia; Rakhmawati, Fibri
Mathline : Jurnal Matematika dan Pendidikan Matematika Vol. 10 No. 3 (2025): Mathline : Jurnal Matematika dan Pendidikan Matematika
Publisher : Universitas Wiralodra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31943/mathline.v10i3.994

Abstract

This study applies the Naïve Bayes method to diagnose coronary heart disease (CHD) in Medan City. This quantitative study uses secondary data from Malahayati Islamic Hospital, including independent variables (age, gender, smoking, blood pressure, family history) and dependent variables (CHD status). The data are divided into training data (90%) and testing data (10%). Despite the high accuracy, further research with larger and more diverse data is needed to validate these findings. The Naïve Bayes method has proven potential as an aid in the early diagnosis of CHD.
Co-Authors Rakhmawati, Fibri