Covid-19 Modeling

Machine Learning models w/ SHAP using CDC Case Surveillance public dataset Currently ongoing

Data

Contains >20M rows, 12 columns

Summary

Highest accuracy of model: 0.9729 XGBoost Classifier Features most significant in determining death from COVID:

• Hospitalization
• Current medical condition
• Age
• ICU admission