Knowledge, Attitude, and Perception of Health and Non-Healthcare Workers Towards COVID-19 Vaccination: Machine Learning Approach

There have been concerns globally as to whether taking COVID-19 vaccination is harmful or not. In this study, we conducted an online survey measure the knowledge and attitude of people, first about COVID-19, second vaccination—various analyses such descriptive statistics, logistic regression, support vector regression with k-fold cross-validation. The machine tuned suggest a better fit based on cross-validation error. results show that immigration requirements significantly explain why individual would accept vaccine. This study suggests people in authority should look into people's regarding vaccine address them accordingly. aims draw attention concern surrounds explored various statistical techniques inference.