aleotoric vs epistemic uncertainty

aleotoric: the randomness inherent in the system. In a linear model, this can be represented by the Gaussian noise that gets added to each point: \(y = Ax + \mathcal{N}(0,\sigma^2)\).
epistemic: did I choose the right model?

1. see