\begin{table}[htbp]
\centering\footnotesize
\caption{Task B, horizon 3 — distribution of the MASE across the 192 municipal cells (64 municipalities × 3 classes)}\label{tab:mun_dist_b}
\begin{threeparttable}
\begin{tabular}{lrrrrr}
\toprule
Model & Median MASE & P10 & P90 & \% of cells beating no change & Cells \\
\midrule
LightGBM (panel) & 0.74 & 0.62 & 0.97 & 91 & 192 \\
Ridge (panel) & 0.80 & 0.63 & 1.44 & 72 & 192 \\
QANSS & 0.82 & 0.68 & 1.08 & 83 & 192 \\
AR(2), cell & 0.91 & 0.76 & 1.08 & 80 & 192 \\
\bottomrule
\end{tabular}
\end{threeparttable}
\end{table}