Fig. 4From: Individualized estimation of arterial carbon dioxide partial pressure using machine learning in children receiving mechanical ventilationThe feature importance in the XGB model. The relative importance of each feature was measured by Shapley additive explanations values. etco2: end-tidal carbon dioxide; log_fio2: log-transformed fraction of inspired oxygen; wt: weight; peep: positive end-expiratory pressure; ht: height; map: mean airway pressure, rr: respiratory rate; spo2: peripheral oxygen saturation; ve: minute ventilation; p_dbp: percentile of diastolic blood pressure; pip: peak inspiratory pressure; hr: heart rate; p_sbp: percentile of systolic blood pressure; |SHAP|: the absolute values of Shapley additive explanations; SHAP: Shapley additive explanationsBack to article page