Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
and set it to zero to find the estimator. The cost function can take many different forms however the most well-known cost functions are the quadratic and the absolute functions. For the rest of this section, we will derive the Bayes estimator for the quadratic, absolute, and 0–1 cost functions.