Algorithm-Sensitive Feature Weighting using Mutual Information and ReliefF for Heart Disease Classification

Heart disease remains a critical global health issue requiring reliable early prediction for clinical decision-making. This study evaluates the effect of feature selection and feature weighting on the performance of machine learning models with different learning mechanisms, namely K-Nearest Neighbo...

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Autors principals:	Dwi Prihantono, Umar Faqih, Indra Indra
Format:	Artigo
Idioma:	Inglês
Publicat:	Universitas Hamzanwadi 2026-04-01
Col·lecció:	Edumatic
Matèries:	classification feature weighting heart disease mutual information relieff
Accés en línia:	https://e-journal.hamzanwadi.ac.id/index.php/edumatic/article/view/34262
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