Model-agnostic variable importance for predictive uncertainty: an entropy-based approach

Danny Wood, Theodore Papamarkou, Matt Benatan +1

In order to trust the predictions of a machine learning algorithm, it is necessary to understand the factors that contribute to those predictions. In the case of probabilistic and…