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Published in:

Volume 7 Issue 6
June-2020
eISSN: 2349-5162

Unique Identifier

JETIR2006301

Page Number

2081-2085

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Title

HEART DISEASE PREDICTION USING MACHINE LEARNING

ISSN

2349-5162

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"HEART DISEASE PREDICTION USING MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 6, page no.2081-2085, June-2020, Available :http://www.jetir.org/papers/JETIR2006301.pdf

Abstract

Heart disease is one of the major causes of death throughout the world. It cannot be easily predicted by the medical practitioners as it is a difficult task which demands expertise and higher knowledge for prediction. An automated system in medical diagnosis would enhance medical efficiency and also reduce costs. We will design a system that can efficiently discover the rules to predict the risk level of patients based on the given parameters about their health. The goal is to extract hidden patterns by applying data mining techniques, which are noteworthy to heart diseases and to predict the presence of heart disease in patients where the presence is valued on a scale. The prediction of heart disease requires a huge size of data which is too complex and massive to process and analyze by conventional techniques. Our objective is to find out the suitable machine learning technique that is computationally efficient as well as accurate for the prediction of heart disease. Data mining combines Statistical analysis machine learning and database technology to extract hidden patterns and relationships from large databases. The implementation of work is done on Cleveland heart diseases data set from the University of California Irvine (UCI) machine learning repository to test on different data mining techniques.

Key Words

HEART DISEASE PREDICTION SYSTEM

Cite This Article

"HEART DISEASE PREDICTION USING MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 6, page no. pp2081-2085, June-2020, Available at : http://www.jetir.org/papers/JETIR2006301.pdf

Publication Details

Published Paper ID: JETIR2006301
Registration ID: 231171
Published In: Volume 7 | Issue 6 | Year June-2020
DOI (Digital Object Identifier):
Page No: 2081-2085
ISSN Number: 2349-5162

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Cite This Article

"HEART DISEASE PREDICTION USING MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 6, page no. pp2081-2085, June-2020, Available at : http://www.jetir.org/papers/JETIR2006301.pdf




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