Time series analysis of hemorrhagic fever with renal syndrome in mainland China by using an XGBoost forecasting model

Time series analysis of hemorrhagic fever with renal syndrome in mainland China by using an XGBoost forecasting model

Abstract Background Hemorrhagic fever with renal syndrome (HFRS) is still attracting public attention because of its outbreak in various cities in China. Predicting future outbreaks or epidemics disease based on past incidence data can help health departments take targeted measures to prevent diseas...

Full description

Bibliographic Details
Main Authors: Cai-Xia Lv, Shu-Yi An, Bao-Jun Qiao, Wei Wu
Format: Article
Language:English
Published: BMC 2021-08-01
Series:BMC Infectious Diseases
Subjects:
Time series analysis
Hemorrhagic fever with renal syndrome (HFRS)
XGBoost model
Multistep prediction
Online Access:https://doi.org/10.1186/s12879-021-06503-y

Internet

https://doi.org/10.1186/s12879-021-06503-y

Similar Items