Conditional class probability (source code)

= Conditional class probability
{title2=$p_k(x)$}

The conditional class probability for class $k$ is
$$
p_k(x)=\mathbb P(Y=k\mid X=x).
$$
A <Bayes classifier> selects a class maximizing this probability.