A Deep Cycle Limit Learning Machine Method for Urban Expressway Traffic Incident Detection

Table 5

Comparison of detection effects of different detection algorithms.

Detection algorithm	Variable selection			Initial variable
	(%)	(%)	(min)	(%)	(%)	(min)
DELM	98.42	0.56	0.68	92.20	0.63	1.09
LSTM	94.64	0.48	0.90	86.52	0.65	1.24
DBN	96.41	0.50	0.88	88.86	0.70	1.12
CNN	96.24	0.54	0.94	86.42	0.66	1.14
GBDT	95.81	0.50	0.92	87.86	0.76	1.21