# Bayes Decision Theory
Goal: predict output class $\mathcal{C}$ from measurements $\text{x}$ by minimizing the probability of misclassification

>[!tip] Main Equation:
>$$p(X,Y)=\frac{p(X|Y)p(Y)}{p(X)}$$