A Comparative Study of Parking Occupancy Prediction Methods considering Parking Type and Parking Scale

Table 2

Forecasting results of the four parks with FM1.

Model	Parking lot	RMSE	MAE
LR	PL1	87.4	64.3
	PL2	12.2	8.9
	PL3	34.5	31.9
	PL4	32.1	23.0
ARIMA	PL1	136.0	97.0
	PL2	19.7	17.0
	PL3	27.3	21.7
	PL4	23.4	18.3
NN	PL1	89.0	63.9
	PL2	13.3	10.4
	PL3	35.7	32.8
	PL4	35.4	25.3
SVM	PL1	84.3	59.6
	PL2	8.4	6.2
	PL3	18.8	15.6
	PL4	23.3	17.9

Note. LR indicates linear regression. NN indicates backpropagation neural network.