Prediction of Hypertension Outcomes Based on Gain Sequence Forward Tabu Search Feature Selection and XGBoost

Prediction of Hypertension Outcomes Based on Gain Sequence Forward Tabu Search Feature Selection and XGBoost

For patients with hypertension, serious complications, such as myocardial infarction, a common cause of heart failure, occurs in the late stage of hypertension. Hypertension outcomes can lead to complications, including death. Hypertension outcomes threaten patients’ lives and need to be predicted....

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Bibliographic Details
Main Authors: Wenbing Chang, Xinpeng Ji, Yiyong Xiao, Yue Zhang, Bang Chen, Houxiang Liu, Shenghan Zhou
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Diagnostics
Subjects:
hypertension outcomes
biomedical engineering
feature selection
gain sequence forward tabu search
disease prediction
XGBoost
Online Access:https://www.mdpi.com/2075-4418/11/5/792

Internet

https://www.mdpi.com/2075-4418/11/5/792

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