Research Article
Short-Term Wind Speed Forecasting Based on Ensemble Online Sequential Extreme Learning Machine and Bayesian Optimization
Table 7
The results of Pearson’s test for wind speed series 2.
| Model | Pearson’s coefficient |
| OSELM | 0.8071 | AdaBoost-OSELM | 0.8187 | PSO-OSELM | 0.8329 | LSTM | 0.8330 | GPR | 0.8352 | LSSVR | 0.8366 | Bagging-OSELM | 0.8483 | BBA-OSELM | 0.8494 | EMD-BBA-OSELM | 0.9219 | BO-OSELM | 0.9315 | EEMD-BBA-OSELM | 0.9637 | VMD-BBA-OSELM | 0.9872 | VMD-BBA-EnsOSELM | 0.9903 |
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