Risk of Death from Covid-19 during the firsts months of the disease in Brazil that could be used as alternative for generalized lockdown.
Integrative project for Data Science course at Digital House school.
Get the probability result from the classifiers.
Classifiers: Logistic Regression BernoulliNB RandomForest Decision Tree GradientBoost LightGBM XGBoost Adaboost SVC Catboost Ensembles for Logistic Regression, GradientBoost and Catboost
Metrics: Recall 70% Accuracy 73%
Libraries: pandas numpy seaborn matplotlib sklearn statsmodels pickle xgboost lightgbm catboost ppscore