...., 2015). Hospitality order cancellation prediction Extreme gradient boosting tree Interpretability analysis Profit-oriented grid search Sensitivity analysis Previous studies recorded XGBoost as an effective machine-learning model (Chen and Guestrin, 2016). It expands gradient boosting...