Spatiotemporal Traffic Flow Prediction with KNN and LSTM

Table 1

Prediction performances of different models.

Models	S339		S448
	RMSE	ACC(%)	RMSE	ACC(%)
ARIMA	36.3223	61.09	44.6856	72.57
SVR	7.7424	88.17	18.4911	86.71
WNN	8.5240	74.69	12.4526	87.93
DBN-SVR	7.3277	89.60	15.3746	88.01
LSTM	1.8185	90.39	2.7499	92.47
KNN-LSTM	1.7403	94.59	2.5465	96.91