Calculating and Visualizing Counterfactual Feature Importance Values

Bjorge Meulemeester, Raphael Mazzine Barbosa De Oliveira, David Martens

Despite the success of complex machine learning algorithms, mostly justified by an outstanding performance in prediction tasks, their inherent opaque nature still represents a chal…