Traffic Accident Prediction Based on LSTM-GBRT Model

Table 7

Test set prediction results.

Year	True value	P (LSTM)	P (MUL)	P (BP)	P (GBRT)	P (LSTM-GBRT)
2013	58539	59000.99	56518.18	60185.61	59998.38	58553.24
2014	58523	58738.28	53302.67	60485.92	61364.23	58553.24
2015	58022	58209.44	52670.03	60221.46	61364.23	58553.24
2016	63093	57777.69	51228.89	59990.11	61364.23	58553.24