C4.5 classification-based quantitative analysis of risk factors for respiratory diseases
10.3969/j.issn.1671-3982.2016.08.007
- VernacularTitle:基于 C4．5分类的呼吸系统疾病危险因素定量分析方法
- Author:
Songjing CHEN
;
Lin YANG
;
Sizhu WU
;
Jiao LI
- Publication Type:Journal Article
- Keywords:
C4.5 classification;
Risk factor;
Air pollution;
Respiratory disease;
Data mining
- From:Chinese Journal of Medical Library and Information Science
2016;25(8):35-41
- CountryChina
- Language:Chinese
-
Abstract:
A model of classification techniques was established according to the sex and age by quantitative analy-sis of the risk factors for air popplution-induced respiratory diseases using the C4 .5 decision-making tree classifi-cation.The classification-based quantitative analysis was studied.The role of risk factors for respiratory diseases in 9 groups of people was assayed .This method can be used to analyze the risk factors for both respiratory diseases and other diseases in different populations, and can thus provide the evidence for their prevention and control.
