Explainable Ai, Counterfactual, Machine Learning.
classic property of counterfactual explanation — being close to the original instance. Proximity is optimised based on different distance metrics like L1/L2-norm. Sensitivity This metric is discussed using different names like robustness or stability in the literature. It essentially means: how