Research on Sleep Staging Based on Support Vector Machine and Extreme Gradient Boosting Algorithm

Research on Sleep Staging Based on Support Vector Machine and Extreme Gradient Boosting Algorithm

Yiwen Wang,1 Shuming Ye,2 Zhi Xu,3 Yonghua Chu,1 Jiarong Zhang,4 Wenke Yu5 1Clinical Medical Engineering Department, The Second Affiliated Hospital, Zhejiang University School of Medicine, HangZhou, ZheJiang, People’s Republic of China; 2Department of Biomedical Engineering, Zhejiang University, Han...

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Bibliographic Details
Main Authors: Wang Y, Ye S, Xu Z, Chu Y, Zhang J, Yu W
Format: Article
Language:English
Published: Dove Medical Press 2024-11-01
Series:Nature and Science of Sleep
Subjects:
sleep staging
physiological significance
feature dimension reduction
databases and clinical trials
confusion matrix
Online Access:https://www.dovepress.com/research-on-sleep-staging-based-on-support-vector-machine-and-extreme--peer-reviewed-fulltext-article-NSS
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