Simplified-Boost Reinforced Model-Based Complex Wind Signal Forecasting

Table 8

DM test between the proposed model and compared models.

Dataset A	Proposed model			Dataset B	Proposed model
Model	1 step	3 steps	5 steps	Model	1 step	3 steps	5 steps
DT	3.078^∗	2.432^∗∗	4.446^∗	DT	4.642^∗	4.108^∗	4.069^∗
RF	1.863^∗∗∗	2.146^∗∗	4.011^∗	RF	3.533^∗	3.646^∗	4.283^∗
BPNN	4.380^∗	2.663^∗	4.452^∗	BPNN	2.357^∗∗	3.741^∗	4.426^∗
RNN	4.389^∗	3.364^∗	4.249^∗	RNN	1.811^∗∗∗	4.061^∗	4.549^∗
GRU	3.324^∗	3.925^∗	4.890^∗	GRU	3.501^∗	3.218^∗	4.166^∗
LSTM	3.670^∗	3.541^∗	4.845^∗	LSTM	2.126^∗∗	4.339^∗	4.168^∗

^∗The 1% significance level; ^∗∗the 5% significance level; and ^∗∗∗ the 10% significance level.