# Task 3: Bias-Variance Tradeoff The "tuning parameters" associated with all the models we have studied allow us to pick the right "form" of the model, i.e., the one that generalizes the best. In effect, tuning and choosing parameters allows us to determine best tradeoff between the bias and variance of the model. It's important to understand how the choice of tuning parameter mediates this tradeoff