\begin{tabular}{lrrrllrrr} \toprule Selection & $k$ & $d$ (km) & $t$ (mo) & Adjustment & Weights/recon. & MdAPE 2024 & MdAPE 2025--26 & Rank 2025--26 \\ \midrule compromise & 30 & 25 & 24 & hedonic grid & equal/median & 11.86 & 11.13 & 2 \\ compromise & 30 & 10 & 24 & hedonic grid & equal/median & 11.87 & 11.14 & 3 \\ compromise & 10 & 10 & 24 & GBM adjustments & equal/median & 11.89 & 11.13 & 1 \\ compromise & 30 & 5 & 24 & hedonic grid & equal/median & 11.90 & 11.16 & 5 \\ compromise & 50 & 10 & 24 & hedonic grid & equal/median & 11.91 & 11.23 & 12 \\ compromise & 50 & 25 & 24 & hedonic grid & equal/median & 11.92 & 11.21 & 11 \\ compromise & 20 & 25 & 24 & hedonic grid & equal/median & 11.93 & 11.17 & 7 \\ compromise & 20 & 5 & 24 & hedonic grid & equal/median & 11.93 & 11.17 & 6 \\ compromise & 20 & 10 & 24 & hedonic grid & equal/median & 11.93 & 11.17 & 8 \\ compromise & 20 & 2 & 24 & hedonic grid & equal/median & 11.94 & 11.16 & 4 \\ \bottomrule \end{tabular}