Aleatoric Uncertainty | Epistemic Uncertainty |
---|---|
It is Introduced through stochasticity in the data i.e datum that is random. | Arises due to the inductive bias introduced while selecting a model. |
Irreducible | Lack of knowledge of the optimal parameters of the model (algorithmic) |
Reducible |