Assessment of Three Learning Machines for Long-Term Prediction of Wind Energy in Palestine

Table 3

RMSE, MBE, and values for the proposed models.

	CFNN			RFs			SVM
	RMSE	MBE		RMSE	MBE	R^2	RMSE	MBE
Jenin	22.71	2.66	0.9992	26.05	2.96	0.9990	32.64	−11.23	0.9985
Hebron	58.08	5.64	0.9996	341.52	−34.56	0.9913	114.65	6.60	0.9989
Jericho	31.08	−3.40	0.9997	23.71	−2.42	0.9998	57.70	2.08	0.9993
Ramallah	20.42	−5.48	0.9995	47.93	−2.42	0.9971	34.32	−19.09	0.9991