Research Article
Short-Term Wind Speed Forecasting Based on Ensemble Online Sequential Extreme Learning Machine and Bayesian Optimization
Table 6
The results of Pearson’s test for wind speed series 1.
| Model | Pearson’s coefficient |
| GPR | 0.6766 | OSELM | 0.6948 | LSSVR | 0.7223 | LSTM | 0.7464 | AdaBoost-OSELM | 0.7656 | PSO-OSELM | 0.7685 | Bagging-OSELM | 0.7741 | BBA-OSELM | 0.7806 | EMD-BBA-OSELM | 0.8144 | BO-OSELM | 0.8851 | VMD-BBA-OSELM | 0.9386 | EEMD-BBA-OSELM | 0.9540 | VMD-BBA-EnsOSELM | 0.9752 |
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