Table 1
The parameters of each forecasting model for IMF component and residual component
| Component | Model | Parameters |
|---|---|---|
| IMF 1 | GPR |  : 6.447;  : 45.362; : 16.671 |
| IMF 2 | GPR |  : 4.092;  : 61.008; : 24.207 |
| IMF 3 | SVM |  : 9.853;  : 16.337 |
| IMF 4 | SVM |  : 12.352;  : 25.408 |
| IMF 5 | ARIMA | p: 3; d: 1; q: 2 |
| IMF 6 | ARIMA | p: 2; d: 1; q: 1 |
| Residual | ARIMA | p: 2; d: 1; q: 1 |
| Component | Model | Parameters |
|---|---|---|
| IMF 1 | GPR | : 6.447; : 45.362;: 16.671 |
| IMF 2 | GPR | : 4.092; : 61.008;: 24.207 |
| IMF 3 | SVM | : 9.853; : 16.337 |
| IMF 4 | SVM | : 12.352; : 25.408 |
| IMF 5 | ARIMA | p: 3; d: 1; q: 2 |
| IMF 6 | ARIMA | p: 2; d: 1; q: 1 |
| Residual | ARIMA | p: 2; d: 1; q: 1 |