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1\begin{table}[htbp]2\centering\footnotesize3\caption{Task A, horizons 1--3 months — economic magnitude of forecast errors}\label{tab:dollar_a}4\begin{threeparttable}5\begin{tabular}{lrrrr}6\toprule7Class & Model & MAE (log $\times$100) & Median price (\$) & Median absolute error (\$) \\8\midrule9condo & LightGBM & 13.3 & 364{,}000 & 32{,}005 \\10condo & Hedonic OLS & 15.6 & 364{,}000 & 37{,}900 \\11condo & Naive: municipal median & 34.9 & 364{,}000 & 127{,}000 \\12house & LightGBM & 23.0 & 420{,}000 & 61{,}102 \\13house & Hedonic OLS & 24.9 & 420{,}000 & 67{,}889 \\14house & Naive: municipal median & 34.5 & 420{,}000 & 92{,}750 \\15plex & LightGBM & 24.0 & 510{,}000 & 80{,}115 \\16plex & Hedonic OLS & 26.6 & 510{,}000 & 88{,}707 \\17plex & Naive: municipal median & 37.6 & 510{,}000 & 135{,}000 \\18\bottomrule19\end{tabular}20\end{threeparttable}21\end{table}22