An Ensemble Learning Model for Short-Term Passenger Flow Prediction

Table 1

Multimodel MAE comparison table for different step sizes.

Models	15 min	30 min	1 h	2 h	3 h	6 h
LR	5.00	4.71	4.71	4.65	4.62	4.68
KNN	5.27	5.21	4.97	4.95	4.96	5.22
XGBoost	5.11	5.30	5.10	4.83	4.78	4.68
GRU	4.97	4.71	4.70	4.78	4.62	4.67
REG	4.94	4.61	4.70	4.62	4.57	4.67