Research Article

Decision Tree-Based Maneuver Prediction for Driver Rear-End Risk-Avoidance Behaviors in Cut-In Scenarios

Table 3

Candidate features (calculated based on the start time of the cut-in vehicle movement).

#FeatureDescriptionType

1D_FDistance between Veh L and Veh SObjective risk indicators
2D_LDistance between Veh R and Veh S
3TTC_FTTC between Veh L and Veh S
4TTC_FTTC between Veh R and Veh S
5V_sVelocity of Veh S

6NNeuroticismDriver characteristics
7PPsychoticism
8EExtraversion
9AAge group
10GGender group