Driving Style Recognition under Connected Circumstance Using a Supervised Hierarchical Bayesian Model

Table 5

Results of driving styles identification average accuracy in test datasets.

Model dataset	SVM	NBC	KNN	Proposed method
Test dataset 1	0.121	0.346	0.47	0.50
Test dataset 2	0.191	0.354	0.46	0.60
Test dataset 3	0.198	0.396	0.46	0.50
Test dataset 4	0.119	0.320	0.46	0.70
Test dataset 5	0.201	0.369	0.45	0.60
Test dataset 6	0.188	0.314	0.45	0.70
Test dataset 7	0.208	0.391	0.40	0.65
Test dataset 8	0.208	0.377	0.47	0.70
Test dataset 9	0.191	0.338	0.47	0.50
Test dataset 10	0.204	0.353	0.44	0.60
Averages	0.183	0.356	0.463	0.605