uci_Normal_rmse_ece_ll.tex

\begin{tabular}{l|ccc|ccc|ccc|ccc|ccc|ccc|ccc}
\toprule
 & \multicolumn{3}{|c}{Unit Variance Homoscedastic} & \multicolumn{3}{|c}{Conventional Heteroscedastic} & \multicolumn{3}{|c}{Beta NLL (0.5)} & \multicolumn{3}{|c}{Beta NLL (1.0)} & \multicolumn{3}{|c}{Proposal 1} & \multicolumn{3}{|c}{Proposal 2} & \multicolumn{3}{|c}{Faithful Heteroscedastic} \\
 & RMSE & ECE & LL & RMSE & ECE & LL & RMSE & ECE & LL & RMSE & ECE & LL & RMSE & ECE & LL & RMSE & ECE & LL & RMSE & ECE & LL \\
Dataset &  &  &  &  &  &  &  &  &  &  &  &  &  &  &  &  &  &  &  &  &  \\
\midrule
boston & 0.304 & 0.168 & -0.965 & \sout{0.374} & \sout{0.00977} & \sout{-2.04} & \textbf{0.341} & \textbf{0.0224} & \textbf{-12} & \textbf{0.335} & \textbf{0.0269} & \textbf{-4.5} & \sout{0.355} & \sout{0.00973} & \sout{-0.886} & \sout{0.355} & \sout{0.0121} & \sout{-2.27} & \textbf{0.304} & 0.0303 & \textbf{-17.4} \\
carbon & 0.0489 & 0.401 & -2.76 & \sout{0.0493} & \sout{0.00247} & \sout{3.89} & \textbf{0.0488} & 0.00152 & \textbf{-30.8} & \sout{0.05} & \sout{0.00727} & \sout{-9.76e+04} & \sout{0.0818} & \sout{5.48e-05} & \sout{4.78} & \sout{0.0491} & \sout{0.00225} & \sout{5.38} & \textbf{0.0489} & \textbf{0.00124} & \textbf{-9.49} \\
concrete & 0.265 & 0.127 & -0.954 & \sout{0.315} & \sout{0.00601} & \sout{-2.24} & \textbf{0.269} & 0.0348 & -59.8 & \textbf{0.263} & 0.0417 & -22.2 & \sout{0.293} & \sout{0.0103} & \sout{-2} & \sout{0.294} & \sout{0.00941} & \sout{-1.2} & \textbf{0.265} & \textbf{0.0282} & \textbf{-2.81} \\
energy & 0.16 & 0.314 & -1.85 & \sout{0.193} & \sout{0.00236} & \sout{3.39} & \sout{0.182} & \sout{0.00139} & \sout{3.9} & \textbf{0.168} & 0.00242 & \textbf{3.29} & \sout{0.195} & \sout{0.00161} & \sout{2.79} & \sout{0.193} & \sout{0.00966} & \sout{2.6} & \textbf{0.16} & \textbf{0.00127} & \textbf{3.35} \\
naval & 0.0247 & 0.401 & -1.84 & \sout{0.533} & \sout{0.00432} & \sout{3.23} & \sout{0.159} & \sout{0.0133} & \sout{1.85} & \sout{0.0262} & \sout{0.00116} & \sout{6.6} & \sout{0.207} & \sout{0.000175} & \sout{2.64} & \sout{0.581} & \sout{0.00212} & \sout{2.8} & \textbf{0.0247} & \textbf{0.00197} & \textbf{6.63} \\
power plant & 0.22 & 0.0105 & -0.943 & \sout{0.227} & \sout{0.000175} & \sout{0.0106} & \sout{0.224} & \sout{0.000199} & \sout{0.0456} & \sout{0.223} & \sout{0.00034} & \sout{-53.2} & \sout{0.235} & \sout{0.000155} & \sout{0.0385} & \sout{0.223} & \sout{0.000127} & \sout{0.0722} & \textbf{0.22} & \textbf{0.000183} & \textbf{0.0937} \\
protein & 0.00257 & 0.489 & -0.919 & \sout{0.029} & \sout{0.00291} & \sout{3.73} & \sout{0.00397} & \sout{0.00599} & \sout{4.57} & \sout{0.00308} & \sout{0.00342} & \sout{4.62} & \sout{0.0372} & \sout{8.67e-05} & \sout{2.1} & \sout{0.0675} & \sout{0.00957} & \sout{2.67} & \textbf{0.00257} & \textbf{0.00591} & \textbf{4.68} \\
superconductivity & 0.326 & 0.0104 & -0.972 & \sout{0.388} & \sout{0.00109} & \sout{-10} & \textbf{0.327} & 0.002 & -23.7 & \textbf{0.327} & 0.00184 & -7.57 & \sout{0.37} & \sout{0.000297} & \sout{-0.181} & \sout{0.358} & \sout{0.00174} & \sout{-1.51} & \textbf{0.326} & \textbf{0.00103} & \textbf{-0.291} \\
wine-red & 0.769 & 0.00601 & -1.21 & \textbf{0.769} & 0.00203 & -3.96 & \textbf{0.769} & 0.00181 & -3.77 & \textbf{0.767} & 0.0019 & \textbf{-4.69} & 0.773 & 0.00186 & -1.7 & \textbf{0.769} & \textbf{0.00159} & \textbf{-1.19} & \textbf{0.769} & 0.00242 & \textbf{-1.22} \\
wine-white & 0.777 & 0.0015 & -1.22 & \sout{0.786} & \sout{0.000868} & \sout{-22.6} & \textbf{0.784} & 0.001 & -1.92 & \sout{0.784} & \sout{0.000767} & \sout{-7.37} & \sout{0.787} & \sout{0.000935} & \sout{-2.51} & \textbf{0.779} & 0.000613 & \textbf{-1.27} & \textbf{0.777} & \textbf{0.000514} & \textbf{-1.2} \\
yacht & 0.0226 & 0.882 & -0.919 & \sout{0.657} & \sout{0.0331} & \sout{-0.769} & \textbf{0.0226} & \textbf{0.00442} & \textbf{2.29} & \textbf{0.0226} & 0.00955 & 1.86 & \sout{0.135} & \sout{0.0103} & \sout{0.738} & \sout{0.454} & \sout{0.0876} & \sout{-0.0822} & \textbf{0.0226} & 0.0174 & \textbf{1.33} \\
\textit{{Total wins or ties}} & -- & -- & -- & \textit{1} & \textit{0} & \textit{0} & \textit{7} & \textit{2} & \textit{3} & \textit{6} & \textit{1} & \textit{3} & \textit{0} & \textit{0} & \textit{0} & \textit{2} & \textit{1} & \textit{2} & \textit{11} & \textit{8} & \textit{11} \\
\bottomrule
\end{tabular}