Towards Feasible Counterfactual Explanations: A Taxonomy Guided Template-based NLG Method

Pedram Salimi, Nirmalie Wiratunga, David Corsar +1

Counterfactual Explanations (cf-XAI) describe the smallest changes in feature values necessary to change an outcome from one class to another. However, many cf-XAI methods neglect…