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Heart Disease Prediction System Using Data Mining Techniques

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dc.contributor.advisor Esichaikul, Dr. Vatcharaporn
dc.contributor.author Yadav, Sudheer
dc.contributor.other Guha, Prof. Sumanta
dc.contributor.other Anutariya, Dr. Chutiporn
dc.date.accessioned 2017-12-12T02:51:55Z
dc.date.available 2017-12-12T02:51:55Z
dc.date.issued 2017-12
dc.identifier.issn AIT
dc.identifier.uri http://www.cs.ait.ac.th/xmlui/handle/123456789/878
dc.description 75 p en_US
dc.description.abstract Data mining is about extracting useful information from huge databases. These days to overcome the problem of massive data management most of the organizations have shifted their traditional way of recording data to electronic based systems. Data mining techniques are being used by various organizations to have better outcomes or predictions. Healthcare is one of the industries using data mining techniques. In this paper, data mining techniques are used to predict risk level of having heart diseases of a patient. These days there are lots of deaths due to heart attacks and heart diseases. Patients go through too many tests to know the actual disease to get treated. This process of too many tests either costs them lot of money or sometimes lives too. To overcome this problem, a system is developed which can predict heart diseases in a patient looking at the basic attributes like age, gender, blood pressure, cholesterol level and few more. The main objective of the research is to create a system which predicts risk levels of heart diseases and apply KNN and ID3 data mining techniques to know the better technique for accurate results. The results show that KNN algorithm gives better performance than ID3 algorithm. This system is helpful to have quick solutions to know the likelihood of having heart diseases of a patient. en_US
dc.description.sponsorship AIT Fellowship en_US
dc.language.iso en_US en_US
dc.publisher AIT en_US
dc.subject Heart Disease en_US
dc.subject Prediction en_US
dc.subject Prediction system en_US
dc.subject data mining en_US
dc.subject classification techniques en_US
dc.subject KNN algorithm en_US
dc.subject ID3 algorithm en_US
dc.title Heart Disease Prediction System Using Data Mining Techniques en_US
dc.type Research report en_US

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