# Order-Based Schedule of Dynamic Topology for Recurrent Neural Network
## 4 Results
### Experimental Results
(New units) Number of extra units added. \begin{table}
\begin{tabular}{l c c c c c c c c c c c c c c c c} \hline \hline \multirow{2}{*}{**MODEL**} & \multicolumn{3}{c}{**Serie 1**} & \multicolumn{3}{c}{**Serie 2**} & \multicolumn{3}{c}{**Serie 3**} & \multicolumn{3}{c}{**Serie 4**} & \multicolumn{3}{c}{**Serie 5**} \\ \cline{2-13}  & **OWA** & **RATE** & **UNITS +** & **OWA** & **RATE** & **UNITS +** & **OWA** & **RATE** & **UNITS +** & **OWA** & **RATE** & **UNITS +** & **OWA** & **RATE** & **UNITS +** \\ \hline M1/MD1 & **0.99** & 0.783 & 2 & **0.91** & 0.91 & 3 & **0.81** & 1.05 & 2 & **0.67** & 1.07 & 3 & 1.03 & 0.86 & 1 \\ M2/MD2 & **0.87** & 0.870 & 2 & **0.79** & 0.97 & 3 & **0.93** & 0.63 & 1 & **0.83** & 1.14 & 3 & **0.66** & 0.75 & 0 \\ M3/MD3 & **0.79** & 0.790 & 2 & **0.79** & 0.99 & 3 & **0.90** & 1 & **0.88** & 1.27 & 4 & **0.67** & 0.76 & 1 \\ M4/MD4 & **0.76** & 0.763 & 1 & **0.61** & 1.05 & 3 & **0.88** & 0.80 & 1 & **0.97** & 1.40 & 4 & **0.59** & 0.82 & 1 \\ M5/MD5 & **0.94** & 0.937 & 2 & **0.86** & 1.23 & 3 & 1.07 & 0.96 & 1 & 1.03 & 1.78 & 4 & **0.38** & 0.79 & 1 \\ \hline \multicolumn{13}{c}{**Serie 6**} & \multicolumn{3}{c}{**Serie 7**} & \multicolumn{3}{c}{**Serie 8**} & \multicolumn{3}{c}{**Serie 9**} & \multicolumn{3}{c}{**Serie 10**} \\ \cline{2-13}  & **OWA** & **RATE** & **UNITS +** & **OWA** & **RATE** & **UNITS +** & **OWA** & **RATE** & **UNITS +** & **OWA** & **RATE** & **UNITS +** \\ \hline M1/MD1 & **0.94** & 1.05 & 2 & **0.84** & 0.50 & 0 & **0.96** & 0.87 & 1 & **0.80** & 0.87 & 1 & **0.81** & 0.88 & 2 \\ M2/MD2 & **0.90** & 1.09 & 2 & **0.88** & 0.51 & 0 & **0.86** & 0.98 & 2 & **0.76** & 0.89 & 1 & **0.89** & 0.93 & 2 \\ M3/MD3 & **0.90** & 1.12 & 2 & **0.90** & 0.74 & 1 & **0.92** & 0.89 & 2 & **0.77** & 0.90 & 1 & **0.86** & 0.95 & 2 \\ M4/MD4 & **0.92** & 1.18 & 2 & **0.88** & 0.87 & 0 & **0.80** & 1.01 & 2 & **0.85** & 0.93 & 1 & **0.94** & 1.05 & 2 \\ M5/MD5 & **0.89** & 1.31 & 2 & **0.94** & 0.74 & 0 & **0.94** & 1.10 & 2 & **0.82** & 0.97 & 1 & **0.82** & 1.38 & 2 \\ \hline \multicolumn{13}{c}{**Serie 11**} & \multicolumn{3}{c}{**Serie 12**} & \multicolumn{3}{c}{**Serie 13**} & \multicolumn{3}{c}{**Serie 14**} \\ \cline{2-13}  & **OWA** & **RATE** & **UNITS +** & **OWA** & **RATE** & **UNITS +** & **OWA** & **RATE** & **UNITS +** & & & & & \\ \hline M1/MD1 & 1.01 & 0.70 & 0 & **0.60** & 1.05 & 2 & **0.67** & 0.89 & 2 & **0.99** & 0.73 & 2 & & & & \\ M2/MD2 & **0.75** & 0.60 & 0 & **0.70** & 1.09 & 2 & **0.72** & 0.87 & 2 & 1.01 & 0.76 & 2 & & & & \\ M3/MD3 & 1.03 & 0.5 & 0 & **0.85** & 1.12 & 2 & **0.60** & 0.95 & 2 & **0.87** & 0.79 & 2 & & & & \\ M4/MD4 & 1.01 & 0.55 & 0 & **0.51** & 1.17 & 2 & **0.49** & 0.88 & 2 & **0.94** & 0.77 & 2 & & & & \\ M5/MD5 & **0.66** & 0.40 & 0 & **0.56** & 1.27 & 2 & **0.60** & 0.99 & 2 & **0.91** & 0.95 & 2 & & & & \\ \hline \end{tabular} Note: The table shows the OWA, the final percentage (Rate) of the dynamic topology with respect to the initial model, and if the addition of units in the model has been presented, the number of new units is displayed in the (Litis +) section.  
\end{table} 
Table 7: Results of the 14 tests carried out.