Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box

Catarina Moreira, Yu-Liang Chou, Chihcheng Hsieh +3

This study investigates the impact of machine learning models on the generation of counterfactual explanations by conducting a benchmark evaluation over three different types of mo…