Department of Computer Engineering, Mizoram University, Mizoram, India
Research Article
Machine Learning to Determine COVID - 19 Awareness and Knowledge among the Housemaids in Mizo Population
Author(s): Brindha Senthilkumar*, Senthilkumar Nachimuthu, Ganesh, Rai and Lal Hmingliana
AIM: The aim of this study is to determine the level of awareness and knowledge among the housemaids in Mizo population using machine learning model.
METHOD: 105 housemaids of both genders have responded the well - structured questionnaire to determine the level of awareness and knowledge about COVID - 19. Logistic regression model was built using the 21 features which are related to awareness and knowledge about COVID - 19.
RESULT: The results revealed COVID - 19 knowledge and awareness accuracy of 92.5 %, precision, recall and f1 - score of 96.1 %, and brier score of 0.074.
CONCLUSION: The study showed the knowledge and awareness among the housemaids are highly associated with wearing appropriate masks while outdoors, social distancing, dos and don’ts during lockdown, and self - update about COVID - 19 awareness information via social and authenti.. View More»
