Fig. 1From: Study on risk factors of diabetic peripheral neuropathy and establishment of a prediction model by machine learningStudy design for building a machine learning model to predict diabetic peripheral neuropathy. Abbreviations and definitions: XGBoost, Extreme Gradient Boosting; NB, Naive Bayes; LR, Logistic Regression; KNN, K-Nearest-Neighbor; RF, Random Forest; DT, Decision Tree; K-Fold, K-Fold cross validation; SHAP, SHapley Additive exPlanationsBack to article page