Diagonsis of Heaer Disease using Datamining Algorithm

Diagonsis of Heaer Disease using Datamining Algorithm

Article ID

X2548

,

Diagonsis of Heaer Disease using Datamining Algorithm

Asha Rajkumar M.phil (Computer Science) Bharathiar university

G.Sophia Reena (HOD of BCA Department)

DOI

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Abstract

The diagnosis of heart disease is a significant and tedious task in medicine. The healthcare industry gathers enormous amounts of heart disease data that regrettably, are not “mined” to determine concealed information for effective decision making by healthcare practitioners. The term Heart disease encompasses the diverse diseases that affect the heart. Cardiomyopathy and Cardiovascular disease are some categories of heart diseases. The reduction of blood and oxygen supply to the heart leads to heart disease. In this paper the data classification is based on supervised machine learning algorithms which result in accuracy, time taken to build the algorithm. Tanagra tool is used to classify the data and the data is evaluated using 10-fold cross validation and the results are compared.

Diagonsis of Heaer Disease using Datamining Algorithm

The diagnosis of heart disease is a significant and tedious task in medicine. The healthcare industry gathers enormous amounts of heart disease data that regrettably, are not “mined” to determine concealed information for effective decision making by healthcare practitioners. The term Heart disease encompasses the diverse diseases that affect the heart. Cardiomyopathy and Cardiovascular disease are some categories of heart diseases. The reduction of blood and oxygen supply to the heart leads to heart disease. In this paper the data classification is based on supervised machine learning algorithms which result in accuracy, time taken to build the algorithm. Tanagra tool is used to classify the data and the data is evaluated using 10-fold cross validation and the results are compared.

Authors

Asha Rajkumar M.phil (Computer Science) Bharathiar university

G.Sophia Reena (HOD of BCA Department)

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How to Cite

Asha Rajkumar M.phil (Computer Science). 1970. “. Unknown Journal GJCST Volume 10 (GJCST Volume 10 Issue 10): .

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GJCST Volume 10 Issue 10
Pg. 38- 43

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Submission Received February 5, 2010
Accepted March 1, 2010
Published March 15, 2010

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Total Score: 102

Country: India

Subject: Uncategorized

Authors: Asha Rajkumar M.phil (Computer Science), G.Sophia Reena (HOD of BCA Department) (PhD/Dr. count: 0)

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Publish Date: 1970 01, Thu

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