Are machine learning interpretations reliable? A stability study on global interpretations

Luqin Gan, Tarek M. Zikry, Genevera I. Allen

As machine learning systems are increasingly used in high-stakes domains, there is a growing emphasis placed on making them interpretable to improve trust in these systems. In resp…