Abstract: Suboptimal hyperparameter settings for an Extreme Gradient Boosting Tree (XGBoost) leads to an inferior model that undermines the effectiveness of condition monitoring systems. This study ...
Abstract: The efficacy of machine learning across scientific and industrial domains hinges critically on hyperparameter configuration, a process that dominates model performance yet remains ...
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