# Classification of Valvular Regurgitation Using Echocardiography
## 4 Experimental Results
### Output of Proposed Methodology
#### 4.3.3 Classification Output
of** & \multirow{2}{*}{\%} & \multicolumn{2}{c}{**Precision**} & \multicolumn{3}{c}{**Recall**} & \multicolumn{3}{c}{**F1-Score**} \\
**Fold** & & **P0** & **P1** & **P2** & **R0** & **R1** & **R2** & **F0** & **F1** & **F2** \\ \hline \multirow{4}{*}{2-folds} & 10 & 100 & 78.57 & 100 & 76.92 & 100 & 100 & 86.95 & 87.99 & 100 \\  & 20 & 100 & 84.61 & _77.77_ & 100 & 84.61 & _77.77_ & 100 & 84.61 & _77.77_ \\  & 30 & 72.72 & 81.81 & 58.33 & 80.00 & 75.00 & 58.33 & 76.18 & 78.25 & 58.33 \\  & 40 & 75.00 & 81.81 & 81.61 & 100 & 64.28 & 81.81 & 85.71 & 71.99 & 81.81 \\  & 50 & 84.61 & 100 & _77.77_ & 84.61 & 100 & _77.77_ & 84.61 & 100 & _77.77_ \\ \hline \multirow{4}{*}{3-folds} & 10 & 50.00 & 100 & 100 & 100 & 50.00 & 100 & 66.66 & 66.66 & 100 \\  & 20 & 100 & 66.66 & 87.5 & 100 & 80.00 & 77.77 & 100 & 72.72 & 82.34 \\  & 30 & 75.00 & 60.00 & 100 & 100 & 100 & 71.42 & 85.71 & 75.00 & 83.32 \\  & 40 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 \\  & 50 & 100 & 71.42 & 75.00 & 100 & 71.42 & 75.00 & 100 & 71.42 & 75.00 \\ \hline \multirow{4}{*}{5-folds} & 10 & 66.66 & 100 & 100 & 100 & 60.00 & 100 & 79.99 & 75.00 & 100 \\  & 20 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 \\  & 30 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 \\  & 40 & 100 & 100 & 100 & 100 & 1 \begin{table}
\begin{tabular}{c c c c c c c c c c c} \hline \hline
**No. of** & \multirow{2}{*}{\%} & \multicolumn{2}{c}{**Precision**} & \multicolumn{3}{c}{**Recall**} & \multicolumn{3}{c}{**F1-Score**} \\
**Fold** & \multirow{2}{*}{\%} & \multicolumn{1}{c}{**P0**} & **P1** & **P2** & **R0** & **R1** & **R2** & **F0** & **F1** & **F2** \\ \hline \multirow{6}{*}{2-folds} & 10 & 95.23 & 96.77 & 90.90 & 97.56 & 90.90 & 93.75 & 96.38 & 93.74 & 92.30 \\  & 20 & 95.74 & 99.17 & 100 & 97.82 & 99.58 & 94.44 & 96.76 & 99.37 & 97.14 \\  & 30 & 88.88 & 71.42 & 93.93 & 86.95 & 86.95 & 83.78 & 87.90 & 78.42 & 88.56 \\  & 40 & 85.00 & 96.77 & 80.00 & 91.89 & 78.94 & 90.32 & 88.31 & 86.95 & 84.84 \\  & 50 & 94.59 & 96.66 & 97.50 & 100 & 93.54 & 95.12 & 97.21 & 95.07 & 96.29 \\ \hline \multirow{6}{*}{3-folds} & 10 & 93.75 & 88.23 & 95.65 & 96.77 & 88.23 & 91.66 & 95.23 & 88.23 & 93.61 \\  & 20 & 92.59 & 90.00 & 91.66 & 96.15 & 85.71 & 91.66 & 94.33 & 87.80 & 91.66 \\  & 30 & 91.66 & 90.90 & 88.46 & 84.61 & 90.90 & 95.83 & 87.99 & 90.90 & 91.99 \\  & 40 & 96.55 & 95.23 & 90.47 & 96.55 & 95.23 & 90.47 & 96.55 & 95.23 & 90.47 \\  & 50 & 94.44 & 92.85 & 95.23 & 94.44 & 86.66 & 100 & 94.44 & 89.65 & 97.55 \\ \hline \multirow{6}{*}{5-folds} & 10 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 \\  & 20 & 94.11 & 83.33 & 92.30 & 88.88 & 90.90 & 92.30 & 91.42 & 86.95 & 92.30 \\  & 30 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 \\  & 40 & 86.66 & 87.50 & 95.00 & 92.85 & 77.77 & 95.00 & 89.64 & 82.34 & 95.00 \\  & 50 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 \\ \hline \multirow{6}{*}{8-folds} & 10 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 \\  & 20 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 \\  & 30 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 \\  & 40 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 \\  & 50 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 \\ \hline \hline \end{tabular}
\end{table} 
Table 4: Redundant frame without segmentation. \begin{table}
\begin{tabular}{c c c c c c c c c c} \hline \hline
**No.