Development of ANN Model for Wind Speed Prediction as a Support for Early Warning System

Table 2

Performance statistics of the ANN model during validation and evaluation processes.

h	Validation		Evaluation
	MSE		MSE	RMSE	MAE	MSRE			PBIAS	RSR
	(m/s)^2	-	(m/s)^2	m/s	m/s	-	-	-	%	-
1	0,075	0,993	0,058	0,158	0,113	23,34	0,987	0,998	0,503	0,105
3	2,033	0,951	1,505	0,736	0,581	1248,98	0,894	0,963	6,817	0,481
8	2,999	0,868	1,970	1,094	0,897	4365,318	0,727	0,85	14,969	0,729
12	3,872	0,833	2,306	1,216	1,026	3169,53	0,669	0,727	17,302	0,794
24	4,985	0,572	2,741	1,382	1,088	11166,16	0,467	0,353	9,539	0,923

Quality Criteria. Very good in bold, good in italic, and poor in bold italic. Model quality criteria according to [31, 32].