Estimation of Costs and Durations of Construction of Urban Roads Using ANN and SVM

Table 10

SVM models (min-max).

Model		ε		MAPE training; (cost) [%]	MAPE training (duration) [%]	MAPE testing (cost) [%]	MAPE testing (duration) [%]
SVM 1	20	0.001	0.083	25.28	/	15.47	/
SVM 2	20	0.001	0.091	23.96	/	7.06	/
SVM 3	20	0.001	0.083	/	29.21	/	24.59
SVM 4	20	0.001	0.091	/	30.75	/	22.77