Back to Search
Start Over
Study of health status of individuals using machine learning models.
- 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