How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data

Ishaan Maitra , Raymond Lin , Eric Chen , Jon Donnelly , Sanja Scepanovic , Cynthia Rudin

Artificial Intelligence > Core AI > Interpretability Machine Learning > Core Methods > Representation Learning Machine Learning > Learning Types > Supervised Learning Healthcare & Medicine > Clinical > Medical AI Machine Learning > Learning Types > Interpretability

interpretable machine learning variable importance generalized additive model spatial analysis spatial autocorrelation health outcome environmental factor