Prediction and Analysis of Train Passenger Load Factor of High-Speed Railway Based on LightGBM Algorithm

Table 3

The accuracy of LightGBM, XGBoost, and RandomForest forecast classification.

Algorithm	Evaluation index (Weighted_F1)
LightGBM	0.7927
XGBoost	0.7718
RandomForest	0.7160