(This graphical representation is the best one to show the intersect of these dependent features over multiple measures. As we can see from this depiction the goal of minimizing risk of bias and calibration error is a moving target. You adjust one and the other may suffer. It is also quite costly to minimize both simultaneously. It is exponentially easier and cheaper to correct for calibration error than bias error.)