Loss class (source code)

= Loss class

Given a <hypothesis class> $\mathcal H$ and a <loss function> $\ell$, its loss class is the <function class>
$$
\mathcal F=\{z\mapsto\ell(h,z):h\in\mathcal H\}.
$$
It lets properties of a learning problem be studied through the random fluctuations of the losses themselves.