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  Citation Number 12
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Mendeley
Endnote
HİPERTANSİYONA ETKİ EDEN FAKTÖRLERİN VERİ MADENCİLİĞİ YÖNTEMLERİYLE İNCELENMESİ
2014
Journal:  
Engineering Sciences
Author:  
DOI:  
10.12739/NWSA.2014.9.2.1A0352
Abstract:

In this paper, Age, Gender, Body Mass Index, HDL, LDL, Triglyceride, Uric Acid and The Use of Smoking data gathered from 150 patients are analyzed with data mining classification algorithms. The data is divided into two different classes which are normal and patient. Thus, a diagnostic system is developed which predicts whether a candidate patient has hypertension or not. Besides, a decision tree is created and factors affecting hypertension directly and indirectly are determined. In this study, C4.5, Naive Bayes and Multilayer perceptron classification algorithms are used, and shown that C4.5 algorithm gives better results.

Keywords:

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Engineering Sciences

Journal Type :   Uluslararası

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Article : 760
Cite : 484
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Engineering Sciences