Traffic Accident Prediction Based on LSTM-GBRT Model

Table 6

Hyperparameters value of the GBRT layer.

Hyperparameters	Values
Learning rates	0.2
The depth of the tree	4
min_samples_split	3
min_samples_leaf	1
Number of estimators	140