Urban Traffic Travel Time Short-Term Prediction Model Based on Spatio-Temporal Feature Extraction

Table 5

The optimal parameter combination of the XGBoost prediction model.

n_estimators	eta	min_child_weight	max_depth	colsample_bytree	Lambda	Gamma
200	0.26	66	7	0.7	1	0.2