\begin{table}[htbp]\centering \begin{threeparttable} \caption{Rolling-origin forecasts of next-week promotion state}\label{tab:fpromo} \small \begin{tabular}{lrrrr} \toprule Model & Origins & N & Brier & AUC \\ \midrule base\_rate & 4 & 215\,264 & 0.0568 & 0.5000 \\ hist\_rate & 4 & 215\,264 & 0.0572 & 0.6778 \\ lightgbm & 4 & 215\,264 & 0.0313 & 0.9359 \\ logit & 4 & 215\,264 & 0.0439 & 0.8940 \\ persist & 4 & 215\,264 & 0.0510 & 0.7519 \\ \bottomrule \end{tabular} \begin{tablenotes}[flushleft]\footnotesize \item Promotion = modal price $\le 0.9\times$ trailing 8-week mode. Brier: lower is better; AUC: higher is better. Base rate $\approx$ 5\%. \end{tablenotes} \end{threeparttable} \end{table}