The Effectiveness of Feature Selection Method in Solar Power Prediction

Table 6

Error measurements of the top most three decisive regression algorithms’ prediction accuracy with feature selection.

	MAE_before	MAE_after	MASE_before	MASE_after	Rank
LMS	77.19	73.37	0.63	0.59	1
MLP	91.02	84.31	0.74	0.68	2
SVM	126.88	122.11	1.03	0.99	3