Feature Selection and Model Fusion Approach for Predicting Urban Macro Travel Time

Table 8

Comparison of various models.

	SMAPE	MAPE	RMSE	MAE
LSTM	9.7652	11.1553	2.0984	1.2541
XGBoost	3.7280	3.8742	0.4134	0.2452
LightGBM	3.2544	3.2882	0.3203	0.2141
Model fusion	3.2439	3.2851	0.3197	0.2133