Engineering Cost Prediction Model Based on DNN

Table 3

Input and output parameters of the DNN model.

Input		Output
Building height X1		Total quotation Y
Total building area X2
Standard floor building area X3
Standard floor height X4
Number of floors above ground X5
Basement floor height X6
Number of basement floors X7
Basement floor area X8		Integrated unit price V1
Floor area X9
Construction period X10
Building type X11
Structure type X12
Foundation form X13
Foundation soil type X14
Type of door and window X15
Site condition X16
0103022001 (solid brick wall)	Quantity of work U10	Integrated unit price V2
	Brick variety U11
	Wall type U12
	Mortar strength U13
106062001 (with beam slab)	Quantity of work U20
	Concrete type U21
	Strength grade U22