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

Table 8

Comparison of the average value of the evaluation index under the peak hours and the nonpeak hours.

Type of time period	MAPE (%)	RMSE	MAE
Peak hours	30.26	9.98	8.9
Nonpeak hours	43.9	3.76	2.95