How model accuracy and explanation fidelity influence user trust

Andrea Papenmeier, Gwenn Englebienne, Christin Seifert

Machine learning systems have become popular in fields such as marketing, financing, or data mining. While they are highly accurate, complex machine learning systems pose challenge…