Comparison of Various Machine Learning Methods in Diagnosis of Hypertension in Diabetics with/without Consideration of Costs

Comparison of Various Machine Learning Methods in Diagnosis of Hypertension in Diabetics with/without Consideration of Costs

Background and Objectives: Diabetic patients are always at risk of hypertension. In this paper, the main goal was to design a native cost sensitive model for the diagnosis of hypertension among diabetics considering the prior probabilities. Methods: In this paper, we tried to design a cost sensitiv...

Full description

Bibliographic Details
Main Authors: M Teimouri, E Ebrahimi, SM Alavinia
Format: Article
Language:fas
Published: Tehran University of Medical Sciences 2016-03-01
Series:مجله اپیدمیولوژی ایران
Subjects:
hypertension
diabetes
machine learning
classification
cost sensitive models
Online Access:http://irje.tums.ac.ir/article-1-5462-en.html

Internet

http://irje.tums.ac.ir/article-1-5462-en.html

Similar Items