Identifying and Labeling Potentially Risky Driving: A Multistage Process Using Real-World Driving Data

Table 4

Mean AUC score and runtime.

Model	Mean area under ROC curve (AUC)	Runtime for single 5-fold iteration (s)
Logistic regression	0.731	7.3
Random forest	0.982	87.6
Artificial neural network	0.927	483.0