An Ensemble Learning Model for Short-Term Passenger Flow Prediction

Table 5

Multimodel MAE comparison table for different step sizes.

Models	15 min	30 min	1 h	2 h	3 h	6 h
LR	5.79	5.19	5.04	5.05	5.05	5.04
KNN	5.95	5.65	5.44	5.05	4.96	5.00
XGBoost	5.71	5.37	5.41	5.06	4.91	4.86
GRU	5.70	5.04	4.94	4.73	4.82	4.72
REG	5.32	4.95	4.81	4.70	4.68	4.67