A Customized Deep Neural Network Approach to Investigate Travel Mode Choice with Interpretable Utility Information

Table 1

Fields of the traffic mode choice dataset.

Index	Field
f1	Observation of mode choice
f2	Length level of trip
f3	Departure time interval
f4	House price of origin
f5	Bus travel time
f6	Taxi travel time
f7	Private car travel time
f8	Subway travel time
f9	Bus ticket
f10	Taxi price
f11	Private car fare
f12	Subway ticket
f13	Bus travel time fluctuation
f14	Taxi travel time fluctuation
f15	Private car travel time fluctuation
f16	Subway travel time fluctuation
f17	No. of origin rings
f18	No. of destination rings
f19	Distance between ODs
f20	Index of origin
f21	Index of destination