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. 2025 Apr 14;18:5047–5060. doi: 10.2147/JIR.S514192

Figure 4.

Figure 4

Calibration plots for the machine learning models.

Abbreviations: XGBoost, extreme gradient Boosting; RF, Random Forest; DT, Decision Tree; SVM, Support Vector Machine; LR, Logistic Regression; LightGBM, light gradient boosting machine; MLP, Multilayer Perceptron.