UGC Approved Journal no 63975

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 7 Issue 4
April-2020
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2004144


Registration ID:
230627

Page Number

1059-1064

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Title

Performance Analysis of Data Mining Algorithms for Prediction of Heart Diseases

Abstract

Data mining is a technique that turn around examine and producing out important data for large volume of dataset to making the beneficial decisions. Data mining in medical area plays a vital role based on classification. There are various problems that can be analyzed early and can be treated at the first stage. Heart diseases the classical way of analyzing heart diseases depend on medical profile and many medical tests. The main objective of this research on heart disease prediction by acquiring the data and information from the medical profile of patients. The prediction of heart disease using different techniques like support vector machine (SVM), K Nearest Neighbors (KNN) and logistic regression. These techniques produce a result with the different accuracy level but KNN algorithms gives more accurate result as compared to SVM and logistic regression. The system predicted the disease with good accuracy.

Key Words

Data mining, classification, Predictive modelling, logistic regression, support vector machine, KNN (k nearest neighbors.

Cite This Article

"Performance Analysis of Data Mining Algorithms for Prediction of Heart Diseases", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 4, page no.1059-1064, April-2020, Available :http://www.jetir.org/papers/JETIR2004144.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Performance Analysis of Data Mining Algorithms for Prediction of Heart Diseases", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 4, page no. pp1059-1064, April-2020, Available at : http://www.jetir.org/papers/JETIR2004144.pdf

Publication Details

Published Paper ID: JETIR2004144
Registration ID: 230627
Published In: Volume 7 | Issue 4 | Year April-2020
DOI (Digital Object Identifier):
Page No: 1059-1064
Country: ludhiana, punjab, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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