Machine Learning models w/ SHAP using CDC Case Surveillance public dataset Currently ongoing
Contains >20M rows, 12 columns
Highest accuracy of model: 0.9729 XGBoost Classifier Features most significant in determining death from COVID:
- Hospitalization
- Current medical condition
- Age
- ICU admission