Quality Metrics for Transparent Machine Learning With and Without Humans In the Loop Are Not Correlated

Felix Biessmann, Dionysius Refiano

The field explainable artificial intelligence (XAI) has brought about an arsenal of methods to render Machine Learning (ML) predictions more interpretable. But how useful explanati…