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Fig. 3 | BMC Geriatrics

Fig. 3

From: Application of machine learning model to predict lacunar cerebral infarction in elderly patients with femoral neck fracture before surgery

Fig. 3

Relative importance ranking of each input variable for prediction of LCI in the machine learning algorithms. LR, Logistic regression; GBM, Gradient boosting machine; RF, Random forest; DT, Decision tree; XGBoost, Extreme gradient boosting; WBC, white blood cell; AST, aspartate aminotransferase; Scr, serum creatinine; Bun blood urea nitrogen; LDH, lactate dehydrogenase

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BMC Geriatrics

ISSN: 1471-2318

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