Parking Demand Prediction Method of Urban Commercial-Office Complex Buildings Based on the MRA-BAS-BP Algorithm

Table 7

Comparison of superiority between BP and BAS-BP algorithms.

Algorithm type	Relative mean error		R^2		CPU running time (s)
	Training set	Test set	Training set	Test set	Training set
BP neural network	1.968	1.572	0.791	0.718	1.231
BAS-BP algorithm	1.779	0.759	0.816	0.898	0.439