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