A Survey on Epistemic (Model) Uncertainty in Supervised Learning: Recent Advances and Applications

Xinlei Zhou, Han Liu, Farhad Pourpanah +2

Quantifying the uncertainty of supervised learning models plays an important role in making more reliable predictions. Epistemic uncertainty, which usually is due to insufficient k…