Impact Range Assessment (IRA): An Interpretable Sensitivity Measure for Machine Learning Regression Modelling

While machine learning regression models capture the relationship between predictors and the response variable, they often lack intuitive methods to help modelers understand how sensitive model predictions are to changes in individual predictors. To address this limitation, we introduce a model-agno