Research Article

An Application of a Three-Stage XGBoost-Based Model to Sales Forecasting of a Cross-Border E-Commerce Enterprise

Table 6

Default parameters values of XGBoost.

ParametersNumber of estimatorsMax depthMin_child_weightMax delta stepObjectiveSubsampleEta

Default value100610Reg: linear10.3
ParametersGammaCol sample by treeCol sample by levelAlphaLambdaScale position weightā€‰
Default value0.111011ā€‰