Rapid Driving Style Recognition in Car-Following Using Machine Learning and Vehicle Trajectory Data

Table 6

The evaluation results of driving style based on SVM using DWT.

Features	Accuracy	Precision	Recall
	69.5%	74.1%	15.9%
	83.8%	83.0%	65.9%
	86.8%	88.1%	70.6%
	82.4%	81.4%	62.7%
	90.2%	90.2%	80.2%
	88.7%	89.6%	75.4%
	91.7%	92.8%	81.8%

: using polynomial kernel function in SVM to produce better results.