Heart Disease Prediction based on Physiological Parameters Using Ensemble Classifier and Parameter Optimization

Heart Disease Prediction based on Physiological Parameters Using Ensemble Classifier and Parameter Optimization

This study describes the prediction of heart disease using ensemble classifiers with parameter optimization. As input, a public dataset was taken from UCI machine learning repository, which refers to the dataset at UCI Machine learning. The dataset consists of 13 variables that are considered to in...

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Bibliographic Details
Main Authors: Agung Muliawan, Achmad Rizal, Sugondo Hadiyoso
Format: Article
Language:English
Published: Yayasan Pendidikan Riset dan Pengembangan Intelektual (YRPI) 2023-12-01
Series:Journal of Applied Engineering and Technological Science
Subjects:
Heart Disease
Machine learning
Dimensionality Reduction
Parameter Optimization
Ensemble Classifier
Online Access:https://www.yrpipku.com/journal/index.php/jaets/article/view/2169

Internet

https://www.yrpipku.com/journal/index.php/jaets/article/view/2169

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