## 3 Results
### Attained Metrics
\begin{table}
\begin{tabular}{c c c c c c c c c c c c c c c c c c c} \hline \hline  & \multicolumn{4}{c}{**Size 1**} & \multicolumn{4}{c}{**Size 2**} & \multicolumn{4}{c}{**Size 3**} & \multicolumn{4}{c}{**Size 1,2,3**} \\ \cline{2-13}  & \multicolumn{2}{c}{**R**} & \multicolumn{2}{c}{**MAE**} & \multicolumn{2}{c}{**RMSE**} & \multicolumn{2}{c}{**d**} & \multicolumn{2}{c}{**R**} & \multicolumn{2}{c}{**MAE**} & \multicolumn{2}{c}{**RMSE**} & \multicolumn{2}{c}{**d**} & \multicolumn{2}{c}{**R**} & \multicolumn{2}{c}{**MAE**} & \multicolumn{2}{c}{**RMSE**} & \multicolumn{2}{c}{**d**} & \multicolumn{2}{c}{**R**} & \multicolumn{2}{c}{**MAE**} & \multicolumn{2}{c}{**RMSE**} & \multicolumn{2}{c}{**d**} \\ \hline \hline XGB (classification classification) & 0.66 \(\pm\) 0.02 & 3.83 \(\pm\) 0.20 & 5.72 \(\pm\) 0.30 & 1.05 \(\pm\) 0.06 & 0.40 \(\pm\) 0.08 & 2.68 \(\pm\) 0.21 & 4.52 \(\pm\) 0.29 & 1.21 \(\pm\) 0.32 & 0.03 \(\pm\) 0.06 & 2.79 \(\pm\) 0.21 & 4.59 \(\pm\) 0.30 & 1.63 \(\pm\) 0.07 & 0.67 \(\pm\) 0.02 & 3.39 \(\pm\) 0.11 & 5.31 \(\pm\) 0.17 & **0.33** \\ \hline XGB (classification classification) & 0.76 \(\pm\) 0.02 & 3.99 \(\pm\) 0.14 & 4.68 \(\pm\) 0.18 & 1.13 \(\pm\) 0.04 & 0.49 \(\pm\) 0.08 & 2.49 \(\pm\) 0.08 & 3.54 \(\pm\) 0.16 & 1.16 \(\pm\) 0.19 & **0.31** & **2.71** \(\pm\) **3.95** & 1.14 \(\pm\) 0.11 & **0.73** \(\pm\) 0.24 & 3.38 \(\pm\) 0.04 & **4.00** \(\pm\) 1.05 \(\pm\) 0.06 \\ \hline \hline \end{tabular}
\end{table} 
Table 8: _Cont._  
\begin{table}
\begin{tabular}{c c c c c c c c c c c c c c c c c c c} \hline \hline  & \multicolumn{4}{c}{**Size 1**} & \multicolumn{4}{c}{**Size 2**} & \multicolumn{4}{c}{**Size 3**} & \multicolumn{4}{c}{**Size 1,2,3**} \\ \cline{2-13}  & \multicolumn{2}{c}{**R**} & \multicolumn{2}{c}{**MAE**} & \multicolumn{2}{c}{**RMSE**} & \multicolumn{2}{c}{**d**} & \multicolumn{2}{c}{**R**} & \multicolumn{2}{c}{**MAE**} & \multicolumn{2}{c}{**RMSE**} & \multicolumn{2}{c}{**d**} & \multicolumn{2}{c}{**R**} & \multicolumn{2}{c}{**MAE**} & \multicolumn{2}{c}{**RMSE**} & \multicolumn{2}{c}{**d**} \\ \hline \hline Linear regression & 0.86 \(\pm\) 0.01 & 294 \(\pm\) 0.09 & 37.42 \(\pm\) 0.14 & 2.66 \(\pm\) 0.79 & 0.37 \(\pm\) 0.04 & 3.41 \(\pm\) 0.18 & 4.26 \(\pm\) 0.21 & 7.25 \(\pm\) 4.80 & 0.39 \(\pm\) 0.08 & 3.75 \(\pm\) 0.19 & 4.55 \(\pm\) 0.24 & 3.18 \(\pm\) 0.46 & 0.66 \(\pm\) 0.02 & 4.23 \(\pm\) 0.09 & 5.29 \(\pm\) 0.12 & 5.59 \(\pm\) 0.34 \\ \hline \hline \begin{tabular}{c} DT Classo- \\ feedback \\ \end{tabular}  & 0.87 \(\pm\) 0.01 & 2.17 \(\pm\) 0.13 & 3.62 \(\pm\) 0.28 & 0.83 \(\pm\) 0.06 & 0.57 \(\pm\) 0.06 & 2.03 \(\pm\) 0.14 & 3.52 \(\pm\) 0.24 & 1.45 \(\pm\) 0.35 & 0.75 \(\pm\) 0.08 & 1.60 \(\pm\) 0.29 & 2.98 \(\pm\) 0.43 & 6.63 \(\pm\) 0.15 & 0.80 \(\pm\) 0.01 & 2.35 \(\pm\) 0.10 & 3.56 \(\pm\) 0.15 & 1.04 \(\pm\) 0.14 \\ \hline \hline \begin{tabular}{c} DT Classo- \\ feedback \\ \end{tabular}  & 0.88 \(\pm\) 0.01 & 2.28 \(\pm\) 0.10 & 3.47 \(\pm\) 0.14 & 1.15 \(\pm\) 0.03 & 0.68 \(\pm\) 0.05 & 1.90 \(\pm\) 0.16 & 3.12 \(\pm\) 0.29 & 0.99 \(\pm\) 0.17 & 0.73 \(\pm\) 0.07 & 1.27 \(\pm\) 0.20 & 3.15 \(\pm\) 0.41 & 0.78 \(\pm\) 0.12 & 0.88 \(\pm\) 0.01 & 2.33 \(\pm\) 0.09 & 3.72 \(\pm\) 0.13 & 1.07 \(\pm\) 0.07 \\ \hline \begin{tabular}{c} RNN \\ (Classification- \\ feedback \\ \end{tabular}  & 0.89 \(\pm\) 0.02 & 2.21 \(\pm\) 0.12 & 3.37 \(\pm\) 0.24 & 2.33 \(\pm\) 0.13 & 0.68 \(\pm\) 0.08 & 1.68 \(\pm\) 0.12 & 2.99 \(\pm\) 0.25 & 45.33 \(\pm\) 0.10 & 0.64 \(\pm\) 0.07 & 18.03 \(\pm\) 0.26 & 3.36 \(\pm\) 0.52 & 13.22 \(\pm\) 0.11 & 0.88 \(\pm\) 0.01 & 1.99 \(\pm\) 0.07 & 3.42 \(\pm\) 0.17 & 5.81 \(\pm\) 0.15 \\ \hline \begin{tabular}{c} RNN \\ (Classification- \\ feedback \\ \end{tabular}  & 0.89 \(\pm\) 0.02 & 2.26 \(\pm\) 0.07 & 3.54 \(\pm\) 0.13 & 2.40 \(\pm\) 0.11 & 1.09 \(\pm\) 0.04 & 1.79 \(\pm\) 0.14 & 2.99 \(\pm\) 0.21 & 46.22 \(\pm\) 0.17 & 0.66 \(\pm\) 0.07 & 1.90 \(\pm\) 0.22 & 3.44 \(\pm\) 0.14 & 1.27 \(\pm\) 0.08 & 0.80 \(\pm\) 0.01 & 2.03 \(\pm\) 0.08 & 3.35 \(\pm\) 0.16 & 3.57 \(\pm\) 0.13 \\ \hline \ \begin{tabular}{c} Logistic \\ response \\ \end{tabular}