Hypertension Prediction in Adolescents Using Anthropometric Measurements: Do Machine Learning Models Perform Equally Well?

Hypertension Prediction in Adolescents Using Anthropometric Measurements: Do Machine Learning Models Perform Equally Well?

The use of anthropometric measurements in machine learning algorithms for hypertension prediction enables the development of simple, non-invasive prediction models. However, different machine learning algorithms were utilized in conjunction with various anthropometric data, either alone or in combin...

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Bibliographic Details
Main Authors: Soo See Chai, Kok Luong Goh, Whye Lian Cheah, Yee Hui Robin Chang, Giap Weng Ng
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Applied Sciences
Subjects:
adolescents
anthropometric
hypertension
imbalanced dataset
machine learning prediction
SMOTE
Online Access:https://www.mdpi.com/2076-3417/12/3/1600

Internet

https://www.mdpi.com/2076-3417/12/3/1600

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