Abstract
We are interested in Explainable Artificial Intelligence to explain decisions of Machine Learning (ML) models in the problem of Sleep Apnea severity classification. (Obstructive) Sleep Apnea is one of the most common sleep disorders, consisting of the cessation or reduction of airflow during sleep. The most common and accurate test to diagnose sleep disorders is polysomnography which, des…