The summary of three accuracy measures
| Port | Model | MAE | MAPE | sMAPE |
|---|---|---|---|---|
| Bangkok | ARIMA | 5145.82 | 4.81 | 4.90 |
| AHW | 4285.50 | 3.94 | 3.99 | |
| MHW | 5903.14 | 5.46 | 5.47 | |
| SVR-GenSA | 5723.55 | 5.60 | 5.36 | |
| ARIMA-SVR-GenSA | 4601.91 | 4.23 | 4.35 | |
| Proposed model | 3998.83 | 3.63 | 3.71 | |
| Laem Chabang | ARIMA | 34807.41 | 4.78 | 4.78 |
| AHW | 33487.23 | 4.54 | 4.54 | |
| MHW | 37908.27 | 5.10 | 5.15 | |
| SVR-GenSA | 35208.59 | 4.74 | 4.86 | |
| ARIMA-SVR-GenSA | 34285.45 | 4.72 | 4.70 | |
| Proposed model | 29306.33 | 3.99 | 3.96 |
| Port | Model | MAE | MAPE | sMAPE |
|---|---|---|---|---|
| Bangkok | ARIMA | 5145.82 | 4.81 | 4.90 |
| AHW | 4285.50 | 3.94 | 3.99 | |
| MHW | 5903.14 | 5.46 | 5.47 | |
| SVR-GenSA | 5723.55 | 5.60 | 5.36 | |
| ARIMA-SVR-GenSA | 4601.91 | 4.23 | 4.35 | |
| Laem Chabang | ARIMA | 34807.41 | 4.78 | 4.78 |
| AHW | 33487.23 | 4.54 | 4.54 | |
| MHW | 37908.27 | 5.10 | 5.15 | |
| SVR-GenSA | 35208.59 | 4.74 | 4.86 | |
| ARIMA-SVR-GenSA | 34285.45 | 4.72 | 4.70 | |
Source(s): Table by author
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