Exploring the Relation of Prevalence of Asthma with Air Quality Index Using Environmental Factors

  • Yash Mehta, Aditya Khare, Omkar Sanwatsarkar Prof. Shubham Joshi
Keywords: Air Quality Index, Deep Forest, Asthma, Regressor, Prevalence prediction, GCForest, Ensemble Methods, USA, EPA.

Abstract

In this study, we have focused on a method for asthma outcome prediction which is based on extensive research that was conducted by taking datasets of different environmental factors and their  level was into consideration and using Deep Forest technique for implementation of predictive models. The centre most factor in this model is the Air Quality Index, which plays most vital roles in predicting asthma cases according to different studies by researchers. The paper also proves the relation between different environmental factors and prevalence of asthma cases.

Published
2021-07-04
How to Cite
Prof. Shubham Joshi, Y. M. A. K. O. S. (2021). Exploring the Relation of Prevalence of Asthma with Air Quality Index Using Environmental Factors . Design Engineering, 1594- 1605. Retrieved from http://www.thedesignengineering.com/index.php/DE/article/view/2470
Section
Articles