Advanced hybrid ensemble gain ratio feature selection model using machine learning for enhanced disease risk prediction

Advanced hybrid ensemble gain ratio feature selection model using machine learning for enhanced disease risk prediction

Currently, there is an increased need for employing machine learning (ML) and data mining in the healthcare system domain, applications of which play a pivotal role in providing beneficial knowledge to society by utilizing the available data. There are disease risk prediction models that either do n...

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Bibliographic Details
Main Authors: Syed Javeed Pasha, E. Syed Mohamed
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Feature selection models
Machine learning
Disease risk prediction model
Data mining
Cardiovascular disease (CVD)
Area under the curve (AUC)
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914822002015

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http://www.sciencedirect.com/science/article/pii/S2352914822002015

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