Research on the Combined Prediction Model of Residential Building Energy Consumption Based on Random Forest and BP Neural Network

Table 4

Comparison of prediction results of RF, BPNN, and RF-BPNN models.

	Evaluation criteria	RF	BPNN	RF-BPNN
HL	MAE
	RMSE
	MAPE (%)
	IA
	CL	MAE
RMSE
MAPE (%)
IA

Note: the results in the table represent the mean of the results of 100 repeated runs and standard deviation.