A Framework and Benchmarking Study for Counterfactual Generating Methods on Tabular Data

Raphael Mazzine, David Martens

Counterfactual explanations are viewed as an effective way to explain machine learning predictions. This interest is reflected by a relatively young literature with already dozens…