\begin{table}[htbp] \centering\footnotesize \caption{Task A, horizons 1--3 months — economic magnitude of forecast errors}\label{tab:dollar_a} \begin{threeparttable} \begin{tabular}{lrrrr} \toprule Class & Model & MAE (log $\times$100) & Median price (\$) & Median absolute error (\$) \\ \midrule condo & LightGBM & 13.3 & 364{,}000 & 32{,}005 \\ condo & Hedonic OLS & 15.6 & 364{,}000 & 37{,}900 \\ condo & Naive: municipal median & 34.9 & 364{,}000 & 127{,}000 \\ house & LightGBM & 23.0 & 420{,}000 & 61{,}102 \\ house & Hedonic OLS & 24.9 & 420{,}000 & 67{,}889 \\ house & Naive: municipal median & 34.5 & 420{,}000 & 92{,}750 \\ plex & LightGBM & 24.0 & 510{,}000 & 80{,}115 \\ plex & Hedonic OLS & 26.6 & 510{,}000 & 88{,}707 \\ plex & Naive: municipal median & 37.6 & 510{,}000 & 135{,}000 \\ \bottomrule \end{tabular} \end{threeparttable} \end{table}