Interpretable Credit Application Predictions With Counterfactual Explanations

Rory Mc Grath, Luca Costabello, Chan Le Van +4

We predict credit applications with off-the-shelf, interchangeable black-box classifiers and we explain single predictions with counterfactual explanations. Counterfactual explanat…