\begin{tabular}{lrrrr}
\toprule
Validation MdAPE within (pts of best) & Configurations & Test MdAPE min & median & max \\
\midrule
$\le 0.10$ & 12 & 11.13 & 11.17 & 11.25 \\
$\le 0.25$ & 37 & 11.13 & 11.26 & 11.39 \\
$\le 0.50$ & 92 & 11.13 & 11.37 & 11.66 \\
$\le 1.00$ & 252 & 11.13 & 11.72 & 12.18 \\
\bottomrule
\end{tabular}