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Study of health status of individuals using machine learning models.

Authors :
Jayapalan, Vijayarangam
Thanji, Karthikeyan
Jagadeesan, Viswanath
Source :
AIP Conference Proceedings. 2024, Vol. 2850 Issue 1, p1-7. 7p.
Publication Year :
2024

Abstract

This paper studies Health of individuals, an ever needed, relevant, fertile and in addition an interesting study for a human being. It is a study of the health status of individuals using machine learning models-logistic regression, Decision Tree and Neural Networks-by questionnaire-based data collection and found the factors which are major contributing aspects towards an individual's health and lifestyle. The questionnaire used is a simple one which is shared to friends, colleagues and professional acquaintances through social media. The collected data is analyzed using Machine Learning models – Logistic regression, Decision tree and Neural Network – and found factors which are contributing in a major way towards an individual's mental as well as physical health in the long run. The analysis is performed using R platform. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
2850
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
177323169
Full Text :
https://doi.org/10.1063/5.0208290