Explainable Machine Learning-Based Prediction Model for Diabetic Nephropathy

Figure 6

Calibration curves of the XGB model. XGB: extreme gradient boosting; Logistic-corrected: corrected XGB model. The blue line indicates before calibration of the XGB model based on the LASSO selection feature, the orange line indicates after calibration of the XGB model based on the LASSO selection feature, and the dashed line indicates full calibration.