A Metabolism-Based Interpretable Machine Learning Prediction Model for Diabetic Retinopathy Risk: A Cross-Sectional Study in Chinese Patients with Type 2 Diabetes

Figure 2

(a) Receiver operating characteristic curves of predictive models. Red line means XGBoost model with LASSO selection features (), green line means logistic regression model with LASSO selection features (), blue line means XGBoost model with conventional features (), and yellow line means logistic regression model with conventional features (). (b) Precision recall curves of predictive models. Red line means XGBoost model with LASSO selection features (), green line means logistic regression model with LASSO selection features (), blue line means XGBoost model with conventional features (), and yellow line means logistic regression model with conventional features ().

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