Traffic Status Prediction of Arterial Roads Based on the Deep Recurrent Q-Learning

Table 12

SVM and KNN prediction accuracy table.

SVM				KNN
Error rate	Accuracy	Recall rate	F1	Accuracy	Recall rate	F1
0.2687	0.7292	0.7332	0.7293	0.8357	0.8409	0.8369

Note. F1 represents an indicator of the accuracy of the binary classification model. It also takes into account the accuracy rate and recall rate of the classification model.