# Statistical learning - How to determine the irreducible error?

In all examples the irreducible error is 1, i.e. $Var(\epsilon) = 1$. I read in Why is the variance of the error term always 1 in examples of the bias-variance tradeoff? that this is likely for pedagogical reasons.