Counterfactuals

GLANCE - Global Actions in a Nutshell for Counterfactual Explainability
We propose a method for global explainability of black box models using counterfactual explanations. A counterfactual explanation locally explains an outcome by providing the minimal changes necessary to reverse the outcome, e.