# Order-Based Schedule of Dynamic Topology for Recurrent Neural Network
## 4 Results
### Experimental Results
\begin{table}
\begin{tabular}{c c c c c c c c c c} \hline \hline
**sMAPE** & **Phase 0** & **Phase 1** & **Phase 2** & **Phase 3** & **Phase 4** & **Phase 5** & **Phase 6** & **Phase 7** & **Phase 8** & **AVG** \\
**MODEL** & & & & & & & & & & \\ \hline M1 & **37.97000** & 6.12000 & **2.13000** & 2.18000 & 0.77000 & 0.84000 & **0.78000** & 1.14000 & 0.84000 & 5.86333 \\ MD1 & 38.30000 & **4.41000** & 2.58000 & **1.06000** & **0.69000** & **0.58000** & 1.02000 & **0.79000** & **0.78000** & **5.57889** \\ TR1 & 0 & 2 & 1 & 0 & 0 & 1 & 0 & 0 & \\ RATE 1 & 1 & 1.05 & 0.89 & 0.89 & 0.89 & 0.73 & 0.73 & 0.73 & 0.73 & \\ \hline M2 & 44.21000 & 6.23000 & 3.34000 & **1.04000** & **0.81000** & 1.03000 & **1.04000** & 1.81000 & 0.78000 & 6.69889 \\ MD2 & **44.00000** & **3.78000** & **2.21000** & 1.09000 & 1.17000 & **0.62000** & 1.30000 & **0.70000** & **0.75000** & **6.18000** \\ TR2 & 0 & 2 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & \\ RATE 2 & 1 & 1.09 & 0.93 & 0.93 & 0.93 & 0.93 & 0.93 & 0.93 & 0.93 & 0.93 \\ \hline M3 & 47.29000 & 6.79000 & 4.55000 & **1.05000** & **0.81000** & 1.91000 & 1.28000 & 1.72000 & 0.86000 & 7.36222 \\ MD3 & **47.04000** & **3.81000** & **3.49000** & 1.07000 & 0.89000 & **0.60000** & **1.07000** & **0.75000** & **0.76000** & **6.60889** \\ TR3 & 0 & 2 & 1 & 0 & 0 & 1 & 0 & 0 & 0 & \\ RATE 3 & 1 & 1.12 & 0.95 & 0.95 & 0.95 & 0.79 & 0.79 & 0.79 & 0.79 & 0.79 \\ \hline M4 & **63.71000** & **6.28000** & **2.41000** & 3.37000 & **1.28000** & 0.68000 & **0.80000** & 1.28000 & 0.83000 & **8.96000** \\ MD4 & 63.80000 & 9.48000 & 2.48000 & **1.99000** & 1.36000 & **0.58000** & 1.03000 & **0.77000** & **0.76000** & 9.13889 \\ TR4 & 0 & 2 & 1 & 0 & 0 & 1 & 0 & 0 & 0 & \\ RATE 4 & 1 & 1.09 & 0.76 & 0.76 & 0.76 & 0.6 & 0.6 & 0.6 & 0.6 & \\ \hline M5 & 50.64000 & **5.32000** & 8.64000 & **1.08000** & **1.00000** & 1.69000 & 1.41000 & 2.73000 & 1.07000 & 8.17556 \\ MD5 & **50.63000** & 7.11000 & **2.06000** & 1.50000 & 1.82000 & **0.58000** & **0.97000** & **0.66000** & **0.81000** & **7.34889** \\ TR5 & 0 & 2 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & \\ RATE 5 & 1 & 1.32 & 1.12 & 1.12 & 1.12 & 1.12 & 1.12 & 1.12 & 1.12 & 1.12 & \\ \hline
**CAO** & **4** & **5** & **4** & **4** & **4** & **3** & **4** & **4** & **4** \\ \hline \hline \end{tabular}
\end{table} 
Table 3: _Cont._  
\begin{table}
\begin{tabular}{c c c c c c c c c c} \hline \hline
**MSE** & **Phase 0** & **Phase 1** & **Phase 2** & **Phase 3** & **Phase 4** & **Phase 5** & **Phase 6** & **Phase 7** & **Phase 8** & **AVG** \\
**MODEL** & & & & & & & & & & \\ \hline M4 & **0.00134** & **0.00019** & 0.00006 & 0.00016 & 0.00005 & 0.00002 & **0.00005** & 0.00017 & 0.00009 & 0.00024 \\ MD4 & 0.00135 & 0.00026 & 0.00006 & **0.00006** & 0.00005 & **0.00001** & 0.0 \begin{table}
\begin{tabular}{c c c c c c c c c c} \hline \hline  & **Phase 0** & **Phase 1** & **Phase 2** & **Phase 3** & **Phase 4** & **Phase 5** & **Phase 6** & **Phase 7** & **Phase 8** \\ \hline CAO S1 & 4 & 5 & 4 & 4 & 4 & 3 & 4 & 4 & 4 \\ CAO S2 & 3 & 4 & 4 & 5 & 4 & 4 & 4 & 4 & 5 \\ CAO S3 & 4 & 4 & 4 & 5 & 5 & 5 & 4 & 5 & 5 \\ CAO S4 & 4 & 1 & 3 & 4 & 5 & 5 & 5 & 4 & 5 \\ CAO S5 & 3 & 3 & 3 & 3 & 3 & 2 & 5 & 3 \\ CAO S6 & 3 & 4 & 4 & 4 & 4 & 4 & 5 & 4 \\ CAO S7 & 4 & 4 & 4 & 3 & 4 & 4 & 5 & 4 \\ CAO S8 & 4 & 5 & 5 & 4 & 4 & 5 & 5 & 4 \\ CAO S9 & 4 & 4 & 4 & 4 & 4 & 5 & 4 & 5 \\ CAO S10 & 4 & 5 & 5 & 5 & 4 & 4 & 5 & 5 \\ CAO S11 & 5 & 4 & 4 & 4 & 4 & 4 & 5 & 4 & 5 \\ CAO S12 & 1 & 3 & 4 & 4 & 4 & 4 & 4 & 4 \\ CAO S13 & 1 & 5 & 4 & 4 & 4 & 4 & 4 & 4 \\ CAO S14 & 4 & 5 & 5 & 4 & 4 & 4 & 5 & 4 & 5 \\ \hline \hline \end{tabular}
\end{table} 
Table 6: [PERSON]’s method results from the 14 tests carried out. \begin{table}
\begin{tabular}{c c c} \hline \hline
**Model** & **OWA** & **RATE** & **New Units** \\ \hline M1/MD1 & **0.91** & 0.73 & 2 \\ M2/MD2 & **0.86** & 0.93 & 2 \\ M3/MD3 & **0.81** & 0.79 & 2 \\ M4/MD4 & **0.99** & 0.6 & 1 \\ M5/MD5 & **0.72** & 1.12 & 2 \\ \hline \hline \end{tabular}
\end{table} 
Table 5: Metric (OWA). Final percentage (RATE) of the topology with respect to the initial model.