Q$4$

Which is true about the bias$-$variance trade$-$off?

$($A$)$ It happens only in linear regression

$($B$)$ It helps understanding overfitting

$($C$)$ The optimal point in this trade$-$off is independent of the problem domain and training set size

$($D$)$ It is always a strict trade$-$off

Solution: