An improved ensemble learning approach for the prediction of heart disease risk

Heart disease is the leading cause of death globally, and early detection is crucial in preventing the progression of the disease. In this paper, an improved machine learning method is proposed for the prediction of heart disease risk. The technique involves randomly partitioning the dataset into sm...

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Bibliographic Details
Main Authors: Ibomoiye Domor Mienye, Yanxia Sun, Zenghui Wang
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914820304184