SCIENTIFIC WORK

Author
Rama Hiola
Subject
- Kesehatan
Abstract
Health is one of factor that contribute an important role in realizing qualify human resources. Diabetes Mellitus (DM) is one of factor of health problem in which affected on productivity is not just influence individually,but health system of country. The risk factors influence on of occurence DM are heredity factor, diet, obesity, lack of sport activity, age and gender. The objective of this research is to determine accuracy of grouping on patients of occurence of diabetes mellitus based on risk factors. The result of this reserch showed that classification trees obtained accuracy of grouping of accurance of diabetesmellitus based on risk factors is 94,8 percents. Heredity factors, diet,lack of sport activity and besity are the most influance factors in the determination of occurance of diabetes mellitus.The development of classification tree through bootstrap ensemble was able to increase accuracy of classification tree up to 2,96 percet to be 97,80 percent compare with classification tree method. Flexibility of the bootstrap ensamble of classication tree approach can increase accuracy of classification up to 3,3 percent and 6,4 percent compare with logistic regression and discriminant analysis method.
Publisher
Progress Publishing Co.
Contributor
-
Publish
2014
Material Type
ARTIKEL
Right
-
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