UGC Approved Journal no 63975(19)

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

Volume 9 Issue 6
June-2022
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2206531


Registration ID:
404525

Page Number

f243-f251

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Title

HEART DISEASE PREDICTION

Abstract

Heart diseases are one the serious problem that is one of the causes of the increased mortality rate. To overcome this problem heart disease prediction is needed. Machine Learning, a subfield of Artificial Intelligence is used for any kind of prediction where the model is trained from natural events. In this paper, we will predict heart disease from machine learning algorithms by calculating the accuracy of each algorithm. The algorithms are Logistic Regression, Naïve Bayes, Support Vector Machine, K-Nearest Neighbors, Decision Tree, and Random Forest. The Kaggle dataset is used for training and testing. The model is implemented using python programming in the Anaconda (Jupyter notebook) tool which consists of various libraries that help in predictions.

Key Words

Supervised Learning, Unsupervised Learning, Reinforcement Learning, Logistic Regression, SVM, KNN, Naïve Bayes, Decision Tree, Random Forest.

Cite This Article

"HEART DISEASE PREDICTION ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 6, page no.f243-f251, June-2022, Available :http://www.jetir.org/papers/JETIR2206531.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

"HEART DISEASE PREDICTION ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 6, page no. ppf243-f251, June-2022, Available at : http://www.jetir.org/papers/JETIR2206531.pdf

Publication Details

Published Paper ID: JETIR2206531
Registration ID: 404525
Published In: Volume 9 | Issue 6 | Year June-2022
DOI (Digital Object Identifier):
Page No: f243-f251
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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