Passenger Flow Prediction Using Smart Card Data from Connected Bus System Based on Interpretable XGBoost

Table 6

The best value of each parameter of XGBoost without the number of buses arriving.

Parameters	Value
Learning_rate	0.01
n_estimators	350
max_depth	8
min_child_weight	4
Subsample	0.8
colsample_bytree	0.8
Gamma	0.1
reg_alpha	1
reg_lambda	1