Feature importance plots for each output parameter determined with SHapley Additive exPlanation values (SHAP; Lundberg & Lee 2017). In each panel, the SHAP values for 20 000 random stars are aggregated. The rows in each panel are ordered by decreasing feature importance (from top to bottom). Only the 20 most important columns are shown; the abscissa ranges are cut to 99.8% of the SHAP value range for better visibility.