## 3 Results
### Attained Metrics

\begin{tabular}{c c c c c c c c c c c c c c c c c c} \hline \hline \multicolumn{13}{c}{**Sine 1**} \\ \cline{2-13}  & **R** & **MAE** & **RMSE** & **d** & **R** & **MAE** & **RMSE** & **d** & **R** & **MAE** & **RMSE** & **d** & **R** & **MAE** & **RMSE** & **d** \\ \hline \hline Linear & 0.86\(\pm\) 0.01 & 2.86 \(\pm\) 0.00 & 3.60 \(\pm\) 0.14 & 2.28 \(\pm\) 0.71 & 0.39 \(\pm\) 0.04 & 2.46 \(\pm\) 0.11 & 3.67 \(\pm\) 0.18 & 3.70 \(\pm\) 2.96 & 0.54 \(\pm\) 0.04 & 2.91 \(\pm\) 0.15 & 3.85 \(\pm\) 0.25 & 2.17 \(\pm\) 0.26 & 0.67 \(\pm\) 0.02 & 3.69 \(\pm\) 0.08 & 4.45 \(\pm\) 0.10 & 4.45 \(\pm\) 2.37 \\ \hline \hline \(\text{DT}\) (classification) & 0.89 \(\pm\) 0.01 & 1.91 \(\pm\) 0.09 & 3.29 \(\pm\) 0.13 & 0.82 \(\pm\) 0.13 & 0.82 \(\pm\) 0.03 & 0.62 \(\pm\) 0.11 & 1.81 \(\pm\) 0.22 & 3.22 \(\pm\) 0.48 & 17.17 \(\pm\) 0.75 & 0.95 \(\pm\) 0.01 & 0.62 \(\pm\) 0.07 & 1.44 \(\pm\) 0.16 & 0.22 \(\pm\) 0.02 & 0.85 \(\pm\) 0.01 & 2.00 \(\pm\) 0.08 & 3.48 \(\pm\) 0.11 & 1.05 \(\pm\) 0.22 \\ \hline \hline \(\text{DT}\) (classification) & 0.50 \(\pm\) 0.01 & 2.10 \(\pm\) 0.13 & 3.08 \(\pm\) 0.20 & 1.41 \(\pm\) 0.05 & 0.74 \(\pm\) 0.04 & 1.50 \(\pm\) 0.12 & 2.68 \(\pm\) 0.22 & 1.67 \(\pm\) 0.04 & 0.56 \(\pm\) 0.01 & 0.62 \(\pm\) 0.06 & 1.31 \(\pm\) 0.07 & 0.26 \(\pm\) 0.02 & 0.87 \(\pm\) 0.01 & 1.54 \(\pm\) 0.08 & 3.06 \(\pm\) 0.14 & 1.39 \(\pm\) 0.17 \\ \hline \hline KNN (classification) & 0.50 \(\pm\) 0.01 & 2.85 \(\pm\) 0.12 & 3.41 \(\pm\) 0.22 & 1.99 \(\pm\) 0.03 & 0.63 \(\pm\) 0.06 & 1.85 \(\pm\) 0.07 & 3.28 \(\pm\) 0.22 & 4.69 \(\pm\) 0.12 & 0.66 \(\pm\) 0.07 & 1.81 \(\pm\) 0.35 & 3.67 \(\pm\) 0.56 & 1.18 \(\pm\) 0.06 & 0.86 \(\pm\) 0.01 & 2.02 \(\pm\) 0.09 & 3.42 \(\pm\) 0.07 & 5.34 \(\pm\) 0.08 \\ \hline \hline \(\text{NN}\)(classification) & 0.50 \(\pm\) 0.01 & 2.13 \(\pm\) 0.06 & 2.99 \(\pm\) 0.13 & 1.88 \(\pm\) 0.05 & 0.69 \(\pm\) 0.06 & 1.85 \(\pm\) 0.10 & 3.28 \(\pm\) 0.08 & 0.78 \(\pm\) 0.04 & 1.65 \(\pm\) 0.18 & 2.91 \(\pm\) 0.03 & 1.20 \(\pm\) 0.05 & 0.88 \(\pm\) 0.01 & 1.88 \(\pm\) 0.05 & 2.59 \(\pm\) 0.10 & 4.57 \(\pm\) 0.08 \\ \hline \hline \(\text{NN}\)(classification) & 0.55 \(\pm\) 0.01 & 2.77 \(\pm\) 0.15 & 3.37 \(\pm\) 0.17 & 2  
\begin{table}
\begin{tabular}{l c c c c c c c c c c c c c c c c c} \hline \multicolumn{1}{c}{} & \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{1}{c}{} & **R** & **MAE** & **RMSE** & **d** & **R** & **MAE** & **RMSE** & **d** & **R** & **MAE** & **RMSE** & **d** & **R** & **MAE** & **RMSE** & **d** \\ \hline \multicolumn{13}{c}{} \\ \hline Liver & R & MAE & RMSE & **d** & **R** & **MAE** & **RMSE** & **d** & **R** & **MAE** & **RMSE** & **d** & **R** & **MAE** & **RMSE** & **d** \\ \hline Liver & 0.56\(\pm\)0.03 & 4.69\(\pm\)0.16 & 6.39\(\pm\)0.20 & 5.50\(\pm\)1.34 & 0.37 \(\pm\)0.04 & 3.27 \(\pm\)0.04 & 4.46 \(\pm\)0.21 & 3.02 \(\pm\)5.82 & 0.28 \(\pm\)0.14 & 41.77 \(\pm\)0.20 & 4.99 \(\pm\)0.26 & 3.31 \(\pm\)0.91 & 0.80 \(\pm\)0.02 & 5.00 \(\pm\)0.14 & 6.29 \(\pm\)0.17 & 3.40 \(\pm\)0.54 \\ \hline Liver & 0.45\(\pm\)0.03 & 4.21 \(\pm\)0.20 & 6.40 \(\pm\)0.28 & 1.88 \(\pm\)0.07 & 0.04 \(\pm\)0.05 & 28.01 \(\pm\)0.14 & 4.82 \(\pm\)0.22 & 17.05 \(\pm\)0.35 & 0.70 \(\pm\)0.09 & 31.31 \(\pm\)0.23 & 4.78 \(\pm\)0.30 & 12.83 \(\pm\)0.13 & 0.60 \(\pm\)0.08 & 3.57 \(\pm\)0.25 & 17.39 \(\pm\)0.16 \\ \hline Liver & 0.45\(\pm\)0.03 & 4.04 \(\pm\)0.18 & 5.67 \(\pm\)0.30 & 2.13 \(\pm\)0.05 & 0.41 \(\pm\)0.07 & 2.85 \(\pm\)0.17 & 4.20 \(\pm\)0.28 & 15.03 \(\pm\)0.30 & 0.34 \(\pm\)0.01 & 32.86 \(\pm\)0.33 & 47.41 \(\pm\)0.44 & 15.13 \(\pm\)0.17 & 0.63 \(\pm\)0.08 & 3.75 \(\pm\)0.20 & 5.40 \(\pm\)0.32 & 2.23 \(\pm\)0.16 \\ \hline CNN & 0.71\(\pm\)0.03 & 3.72 \(\pm\)0.18 & 5.49 \(\pm\)0.30 & 5.33 \(\pm\)0.11 & 0.02 \(\pm\)0.06 & 2.25 \(\pm\)0.18 & 4.33 \(\pm\)0.24 & 47.41 \(\pm\)0.12 & 0.33 \(\pm\)0.07 & 33.34 \(\pm\)0.24 & 5.02 \(\pm\)0.27 & 2.68 \(\pm\)0.11 & 0.67 \(\pm\)0.03 & 3.34 \(\pm\)0.33 & 5.19 \(\pm\)0.21 & 6.38 \(\pm\)0.15 \\ \hline Normal & 0.47\(\pm\)0.01 & 3.66 \(\pm\) 0.06 & 5.20 \(\pm\)0.18 & 5.00 \(\pm\)0.16 & 4.06 \(\pm\)0.17 & 2.64 \(\pm\)0.14 & 4.68 \(\pm\)0.29 & 4.84 \(\pm\)0.17 & 0.31 \(\pm\)0.10 & 33.36 \(\pm\)0.27 & 4.98 \(\pm\)0.01 & 25.86 \(\pm\)0.18 & 0.69 \(\pm\)0.02 & 3.39 \(\pm\)0.08 & 4.69 \(\pm\)0.12 & 6.31 \(\pm\)0.22 \\ \hline Logistic & 0.51\(\pm\)0.04 & 6.31 \(\pm\)0.38 & 5.81 \(\pm\)0.38 & 8.74 \(\pm\)0.35 & 0.30 \(\pm\)0.07 & 5.69 \(\pm\)0.45 & 7.22 \(\pm\)0.43 & 8.24 \(\pm\)0.04 & 0.27 \(\pm\)0.07 & 38.22 \(\pm\)0.02 & 5.53 \(\pm\)0.33 & 33.78 \(\pm\)0.49 & 0.52 \(\pm\)0.05 & 5.50 \(\pm\)0.34 & 8.69 \(\pm\)0.02 & 5.58 \(\pm\)0.30 \\ \hline Liver & 0.45\(\pm\)0.02 & 4.88 \(\pm\)0.16 & 6.44 \(\pm\)0.27 & 6.86 \(\pm\)0.47 & 0.35 \(\pm\)0.05 & 4.00 \(\pm\)0.27 & 5.76 \(\pm\)0.35 & 6.53 \(\pm\)0.33 & 0.29 \(\pm\)0.01 & 34.64 \(\pm\)0.34 & 5.28 \(\pm\)0.35 & 3.09 \(\pm\)0.39 & 0.59 \(\pm\)0.00 & 4.57 \(\pm\)0.24 & 6.68 \(\pm\)0.32 & 7.29 \(\pm\)0.15 \\ \hline MLP (P-S) & 0.76\(\pm\)0.01 & 3.59 \(\pm\)0.09 & 4.76 \(\pm\)0.10 & 6.48 \(\pm\)1.07 & 0.37 \(\pm\)0.02 & 32.32 \(\pm\)0.14 & 4.35 \(\pm\)0.16 & 6.60 \(\pm\)1.15 & 0.35 \(\pm\)0.13 & 3.80 \(\pm\)0.30 & 4.81 \(\pm\)0.39 & 3.53 \(\pm\)0.58 & 0.65 \(\pm\)0.03 & 3.39 \(\pm\)0.34 & 5.16 \(\pm\)0.21 & 11.0 \(\pm\)1.46 \\ \hline Liver & 0.47\(\pm\)0.02 & 3.81 \(\pm\)0.15 & 5.59 \(\pm\)0.22 & **1.05** & 0.48 \(\pm\)0.04 & 2.57 \(\pm\)0.16 & 4.07 \(\pm\)0.21 & **1.32** & 0.46 \(\pm\)0.06 & 28.21 \(\pm\)0.24 & 4.53 \(\pm\)0.22 & **1.00** & 0.67 \(\pm\)0.03 & 3.34 \(\pm\)0.13 & 5.33 \(\pm\)0.18 & 0.69 \(\pm\)0.11 \\ \hline ResNet & 0.77 \(\pm\)0.02 & 3.32 \(\pm\)0.18 & 4.86 \(\pm\)0.16 & 0.85 \(\pm\)0.28 & 2.86 \(\pm\)0.37 & 32.7 \(\pm\)0.16 & 2.09 \(\pm\)0.09 & 2.97 \(\pm\)0.17 & 4.36 \(\pm\)0.28 & 13.30 \(\pm\)0.09 & **0.73** & **3.02** & 4.55 \(\pm\)0.12 & 1.77 \(\pm\)0.09 \\ \hline \hline \multicolumn{13}{c}{} \\ \hline Liver & 0.47\(\pm\)0.03 & 4.05 \(\pm\)0.24 & 5.85 \(\pm\)0.28 & 5.58 \(\pm\)0.17 & 0.41 \(\pm\)0.04 & 3.25 \(\pm\)0.14 & 4.27 \(\pm\)0.16 & 4.63 \(\pm\)0.25 & 0.33 \(\pm\)0.08 & 31.34 \(\pm\)0.23 & 5.01 \(\pm\)0.33 & 2.75 \(\pm\)0.21 & 0.64 \(\pm\)0.02 & 4.22 \(\pm\)0.18 & 5.56 \(\pm\)0.24 & 6.50 \(\pm\)0.29 \\ \hline SVM (P-S) & 0.74\(\pm\)0.03 & 3.6