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Fig. 4 | BMC Medical Informatics and Decision Making

Fig. 4

From: Risk factor mining and prediction of urine protein progression in chronic kidney disease: a machine learning- based study

Fig. 4

SHAP dependence plots for ensemble model. The SHAP-dependence plot shows the effect of a single feature on the output of the ensemble prediction model. SHAP values for specific features exceeding zero represent an increased risk of CKD progression. (a-f) 25-hydroxyvitamin D, albumin, cystatin C, glycated albumin, estimated glomerular filtration rate (eGFR), transferrin, protein A1, uric acid, and total protein

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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