Dataset as per Austin Public Health 2015-2017 (https://qri.cloud/open-data-archive/austin-austin-public-health-diabetes-self-management-education-participant-demographics-2015-2017)
Research, analysis of Type 2 diabetes in America
Visualisation Age Distribution against Diabetes
Previous Diabetes Education against Diabetes
Exercise against Diabetes
Model Evaluation Logistic Regression
Neural Network
XGBoost (after hyperparameter tuning)
Random Forest
- Most important variable
- Variable importance factors