Open AccessThe Prediction Models for High-Risk Population of Stroke Based on Logistic Regressive Analysis and Lightgbm Algorithm Separately
Author(s) -
Yicheng Xue,
Silong Chen,
Mengmeng Zhang,
Xun Cai,
Jialian Zheng,
Shihua Wang,
Yan Chen
Publication year - 2022
Publication title -
iranian journal of public health
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.452
H-Index - 39
eISSN - 2251-6093
pISSN - 2251-6085
DOI - 10.18502/ijph.v51i5.9415
Subject(s) - logistic regression , medicine , family history , stroke (engine) , population , alcohol consumption , diabetes mellitus , ordered logit , demography , receiver operating characteristic , gerontology , environmental health , statistics , alcohol , mathematics , biology , mechanical engineering , biochemistry , sociology , engineering , endocrinology