Visualization of the prediction by SHapley Additive exPlanations (SHAP)
To address the “black box” aspect of machine learning models and improve interpretability, we showed the final model using the SHapley Additive exPlanations (SHAP) dependence plot, which explains how a single feature influences the output of the LightGBM prediction model 