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Review on Evaluation of Stroke Prediction Using Machine Learning Methods

Authors :
Asha Gaikar
Dr. Uttara Gogate
Amar Panchal
Source :
International Journal for Research in Applied Science and Engineering Technology. 11:1011-1017
Publication Year :
2023
Publisher :
International Journal for Research in Applied Science and Engineering Technology (IJRASET), 2023.

Abstract

This research proposes early prediction of stroke disease using different machine learning approaches such as Logistic Regression Classifier, Decision Tree Classifier, Support Vector Machine and Random Forest Classifier. In this paper we have used different Machine Learning algorithm and by calculating their accuracy we are proposing fair comparisons of different Stoke prediction algorithms by using same dataset with same no of features. The researcher will help to predict the Stroke using best Machine Learning algorithm.

Subjects

Subjects :
General Medicine

Details

ISSN :
23219653
Volume :
11
Database :
OpenAIRE
Journal :
International Journal for Research in Applied Science and Engineering Technology
Accession number :
edsair.doi...........a0c724a8eda691dce001894e35d71817
Full Text :
https://doi.org/10.22214/ijraset.2023.50262