An Ensemble Learning Model for Short-Term Passenger Flow Prediction

Table 3

Multimodel MAE comparison table for different step sizes.

Models	15 min	30 min	1 h	2 h	3 h	6 h
LR	17.87	17.67	16.85	16.93	17.53	20.74
KNN	19.84	18.84	18.93	21.37	18.24	18.71
XGBoost	19.91	20.47	18.72	18.75	17.45	17.51
GRU	18.05	18.04	16.81	19.39	18.34	18.64
REG	17.71	17.56	16.80	16.09	16.31	17.03