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