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Konstantinos Makantasis edited untitled.tex
over 8 years ago
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\textbf{Definition.} ERM principle is consistent for the set of functions $Q(z,a)$, $a \in \Lambda$ and the probability distribution $F(z)$ if the following two sequences converge in probability:
\begin{equation}
R(a_l)
\xrightarrow[\varepsilon \to 0]{asd} 0 \xrightarrow[l \rightarrow \infty]{P} \inf_{\a \in \Lambda}R(a)
\end{equation}