Research Article

An Improved Stacking Model for Equipment Spare Parts Demand Forecasting Based on Scenario Analysis

Table 3

Candidate models of stacking framework.

Candidate Modelsmodel_xgbrXGBRegressor
model_gbrGradientBoostingRegressor
model_rfRandomForestRegressor
model_baggingBaggingRegressor
model_lrLinearRegression
model_dtrDecisionTreeRegressor
model_abrAdaBoostRegressor
model_ridgeRidge