Fig. 5 | Scientific Reports

Fig. 5

From: Ankrd1 as a potential biomarker for the transition from acute kidney injury to chronic kidney disease

Fig. 5

Screening the hub genes by machine classifier. (A) Residual diagram of five classification. (B) Values of accuracy, f1_score, precision and recall scores to measure the prediction of classifiers. (C) The minimum number of variables was two when the RMSE at the lowest by the RF-RFE algorithm. (D) RMSE loss after feature removal from models. LASSO, least absolute shrinkage and selection operator; NN, neural network; RF-RFE, random forest-recursive feature elimination; RMSE, root mean square error; SVM, support vector machine; XGBoost, eXtreme gradient boosting.

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