Aleatoric and Epistemic Uncertainty with Random Forests

Mohammad Hossein Shaker, Eyke Hüllermeier

Due to the steadily increasing relevance of machine learning for practical applications, many of which are coming with safety requirements, the notion of uncertainty has received i…