Application of Deep Learning to the Prediction of Solar Irradiance through Missing Data

Table 4

Mean absolute error valuation with three characteristics.

Missing data	MICE	Mean	MF	KF	KNN	This study
0.50	161.28	154.26	172.82	138.86	144.17	131.43
0.70	156.13	169.34	176.68	129.53	124.12	118.22
0.90	164.44	174.12	155.26	126.01	128.42	121.81