## 5 Evaluations
\begin{table}
\begin{tabular}{c c c c c c c} \hline \hline \multirow{2}{*}{**Forecast Day**} & **Avg. EC \({}^{*}\)** & **Avg. EC \({}^{*}\)** & **Relative Error** & \multirow{2}{*}{**Max. EC \({}^{*}\)**} & **Max. EC \({}^{*}\)** & **Relative Error** \\  & **by Day (Y \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **(Avg. EC \({}^{*}\)** & **by Day (Y \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **(Max. EC \({}^{*}\)** \\  & **by Day (Y \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** \\ \hline
1 & 99.24 & 84.44 & 14.92\% & 141.600 & 124.988 & 11.73\% \\
2 & 82.15 & 84.82 & 3.25\% & 142.075 & 124.824 & 12.14\% \\
3 & 92.41 & 84.90 & 8.12\% & 142.080 & 125.786 & 11.47\% \\
4 & 89.93 & 84.76 & 5.74\% & 142.400 & 124.654 & 12.46\% \\
5 & 90.87 & 84.85 & 6.62\% & 141.189 & 125.379 & 11.20\% \\ Avg. & 90.92 & 84.753 & 7.73\% & 141.869 & 125.126 & 11.80\% \\ \hline \hline \end{tabular} Avg. EC \({}^{*}\): Average energy consumption (\(\&\)W); Max. EC \({}^{*}\): Maximum energy consumption (\(\&\)W); Y \({}^{*}\): Expected value; \(\hat{Y}\) \({}^{*}\): Forecasted value.  
\end{table} 
Table 8: Calculation of the relative error of the daily energy consumption (average and maximum) with respect to the testing-set (model: C1-T50). \begin{table}
\begin{tabular}{c c c c c c} \hline \hline \multirow{2}{*}{**Forecast Day**} & **Avg. EC \({}^{*}\)** & **Avg. EC \({}^{*}\)** & **Relative Error** & \multirow{2}{*}{**Max. EC \({}^{*}\)**} & **Max. EC \({}^{*}\)** \\  & **by Day (Y \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **(Avg. EC \({}^{*}\)** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **(Max. EC \({}^{*}\)** \\  & **by Day (Y \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** \\ \hline
1 & 99.24 & 84.39 & 14.66\% & 141.60 & 126.08 & 10.96\% \\
2 & 82.15 & 85.20 & 3.71\% & 142.07 & 130.55 & 8.11\% \\
3 & 92.41 & 85.02 & 8.00\% & 142.08 & 125.93 & 11.37\% \\
4 & 89.93 & 84.85 & 5.64\% & 142.40 & 126.01 & 11.51\% \\
5 & 90.87 & 84.87 & 6.61\% & 141.19 & 125.90 & 10.83\% \\ Avg. & 90.92 & 84.86 & 7.78\% & 141.87 & 126.90 & 10.55\% \\ \hline \hline \end{tabular} Avg. EC \({}^{*}\): Average energy consumption (\(\&\)W); Max. EC \({}^{*}\): Maximum energy consumption (\(\&\)W); Y \({}^{*}\): Expected value; \(\hat{Y}\) \({}^{*}\): Forecasted value.  
\end{table} 
Table 9: Calculation of the relative error of the daily energy consumption (average and maximum) with respect to the testing-set (model: C2-T60). \begin{table}
\begin{tabular}{c c c c c c c} \hline \hline \multirow{2}{*}{**Forecast Day**} & **Avg. EC \({}^{*}\)** & **Avg. EC \({}^{*}\)** & **Relative Error** & \multirow{2}{*}{**Max. EC \({}^{*}\)**} & **Relative Error** \\  & **by Day (Y \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **(Avg. EC \({}^{*}\)** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **(Max. EC \({}^{*}\)** \\  & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** & **by Day (\(\hat{Y}\) \({}^{*}\))** \\ \hline
1 & 99.24 & 84.44 & 14.92\% & 141.600 & 124.988 & 11.73\% \\
2 & 82.15 & 84.82 & 3.25\% & 142.075 & 124.824 & 12.14\% \\
3 & 92.41 & 84.90 & 8.12\% & 142.080 & 125.786 & 11.47\% \\
4 & 89.93 & 84.76 & 5.74\% & 142.400 & 124.654 & 12.46\% \\
5 & 90.87 & 84.85 & 6.62\% & 141.189 & 125.379 & 11.20\% \\ Avg. & 90.92 & 84.753 & 7.73\% & 141.869 & 1