H1N1 Vaccination Status Classification

Overview

An analysis and classification modeling of over 25,000 survey responses is completed to guide public health efforts on vaccination outreach.

The highest accuracy and precision of 86% and 75% respectively is attained by the Extra Trees model predicting H1N1 vaccination status.

According to the permutation importances of the model, the top features that affect H1N1 vaccination status are seasonal flu vaccination status, direct recommendation from a doctor, and health insurance.

Github: Repository