Classification models combined with Boruta feature selection for heart disease prediction

Classification models combined with Boruta feature selection for heart disease prediction

Cardiovascular disease (CVD), generally called heart illness, is a collective term for various ailments that affect the heart and blood vessels. Heart disease is a primary cause of fatality and morbidity in people worldwide, resulting in 18 million deaths per year. By identifying those who are most...

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Bibliographic Details
Main Authors: G. Manikandan, B. Pragadeesh, V. Manojkumar, A.L. Karthikeyan, R. Manikandan, Amir H. Gandomi
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Decision tree
Logistic regression
Support Vector Machine
Boruta
Heart disease
Feature selection
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914823002885

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http://www.sciencedirect.com/science/article/pii/S2352914823002885

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