Optimal Parameter Selection for Support Vector Machine Based on Artificial Bee Colony Algorithm: A Case Study of Grid-Connected PV System Power Prediction

Table 3

Prediction error and running time comparison between different models and different weather types.

Weather types	EMD-ABC-SVM		EMD-SVM		SVM
	MAPE/%	RMSE/%	MAPE/%	RMSE/%	MAPE/%	RMSE/%
Sunny	6.35	7.59	9.73	10.46	12.89	13.74
Sunny to cloudy	12.38	13.05	15.26	17.03	18.44	20.63
Cloudy	13.55	14.16	17.03	18.52	19.68	21.27
Overcast	10.89	12.07	13.95	14.83	16.66	18.72