Title :
Establishment and evaluation of the sub-health diagnosis model based on decision tree
Author :
Li Xiang-sheng ; Huang Yu ; Li Yun ; Yuan Zhan-hua
Author_Institution :
Comput. Teaching Dept., Shanxi Med. Univ., Taiyuan, China
Abstract :
The paper introduces the idea of data mining on the basis of analyzing sub-health status quo and existing defects. An influencing-factor-model of sub-health state has been established with the help of the Microsoft decision trees technology, after evaluation, its accuracy rate reaches up to 89.81%. This model serves an important reference for the sub-health diagnosis, prevention and treatment, thus it has a wide range of practical value and significance.
Keywords :
data mining; decision trees; health care; patient diagnosis; Microsoft decision trees technology; data mining; subhealth diagnosis model; subhealth state; Medical diagnostic imaging; Decision Tree; Model; Sub-Health;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5622493