Data Imputation for Detected Traffic Volume of Freeway Using Regression of Multilayer Perceptron

Table 8

Prediction experiment results of other VDS.

VDS no.	Imputation method	SVR-MAPE (%)	VDS no.	Imputation method	SVR-MAPE (%)
VDS-1	MLP-MICE	46.12	VDS-4	MLP-MICE	19.71
	All zero	128.40		All zero	19.75
VDS-2	MLP-MICE	26.13	VDS-5	MLP-MICE	16.99
	All zero	14.78		All zero	18.16
VDS-3	MLP-MICE	24.19
	All zero	44.97