A Simple Approach for Local and Global Variable Importance in Nonlinear Regression Models

Emily T. Winn-Nuñez, Maryclare Griffin, Lorin Crawford

The ability to interpret machine learning models has become increasingly important as their usage in data science continues to rise. Most current interpretability methods are optim…