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\end{equation}  is valid.  \noindent \textbf{Lemma.} If ERM principle is strictly consistent then the following convergence in probability holds holds:  \begin{equation}  R(a_l) \xrightarrow[l \rightarrow \infty]{P} \inf_{a \in \Lambda}R(a)  \end{equation}