Research Article
A Short-Term Wind Speed Forecasting Hybrid Model Based on Empirical Mode Decomposition and Multiple Kernel Learning
Table 6
Multistep forecasting results with confidence intervals.
| ā | EMD-SVM | EMD-MKL | 1-step prediction | 2-step prediction | 3-step prediction | 1-step prediction | 2-step prediction | 3-step prediction |
| | 3.2712 | 3.7109 | 4.4396 | 1.613 | 1.8118 | 1.9937 | 3.6727 | 5.2232 | 6.3632 | 2.2957 | 2.7942 | 2.9714 | 4.4610 | 5.537 | 6.7061 | 2.4753 | 3.0129 | 3.5543 | 5.3837 | 6.0267 | 7.2312 | 3.0978 | 3.3093 | 3.6014 | 4.7745 | 5.3746 | 6.5025 | 2.7452 | 2.9724 | 3.4654 | 5.6399 | 5.8134 | 6.8196 | 2.7888 | 2.9866 | 3.2502 | 4.2474 | 5.1967 | 6.5781 | 2.4024 | 2.9086 | 3.4505 |
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