Analyzing Accident Injury Severity via an Extreme Gradient Boosting (XGBoost) Model

Table 8

The candidate values of four parameters for grid search algorithm.

Parameter	Number of estimators	Learning rate	Maximum depth
Value	5, 8, 10, 20, 30	0.01, 0.02, 0.05, 0.1, 0.2	3, 4, 5, 6, 7, 8, 9, 10	1, 2, 3, 4, 5