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Fig. 5 | BMC Pulmonary Medicine

Fig. 5

From: Machine learning-based prediction model of acute kidney injury in patients with acute respiratory distress syndrome

Fig. 5

a SHAP values output by all patients in the XGBoost_10 model; b The feature importance of XGBoost_10 model. SHAP, shapley additive explanations; XGBoost, eXtreme gradient boosting; WBC, white blood cell; PO2, partial pressure of carbon dioxide; ALB, albumin; BUN, blood urea nitrogen; TBIL, total bilirubin;  UO, urine output; SpO2, oxygen saturation

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BMC Pulmonary Medicine

ISSN: 1471-2466

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