indicators of a sample of 58 identified I4.0 companies. We developed a machine-learning model by using the eXtreme Gradient … Boosting algorithm (XGBoost) for this purpose, an approach that has not been used in any similar research. This research shows …

. The authors apply state-of-the-art artificial intelligence, the eXtreme Gradient Boosting, to quantify factors that lead … as it considers standard regression models and an eXtreme Gradient Boosting (XGB or XGBoost) approach followed by a model …

: warehouse, operator, shift and product. We demonstrate that Extreme Gradient Boosting, using these variables may reduce the root … Moving Averages; EGB: Extreme Gradient Boosting; GB: Gradient Boosting; LSP: Logistics Service Provider; MAE: Mean Absolute …