Fig. 1
From: Predictors for extubation failure in COVID-19 patients using a machine learning approach
SHAP values for most important predictors of extubation failure. Overview of SHAP values for the top 20 predictors of successful extubation (negative SHAP values) or unsuccessful extubation (positive SHAP values). Features are ordered according to importance. FiO2: fraction of inspired oxygen, IBW: ideal body weight, PEEP: positive end expiratory pressure, P/F ratio: PaO2/FiO2 ratio