Table 2.
Summary of the Brier Scores Evaluating the Calibration of the Machine Learning Models (AdaBoost, XGBoost, and Random Forest) as Well as That of Logistic Regression
Model | Brier Score |
---|---|
AdaBoost | 0.159±0.031 |
XGBoost | 0.494±0.091 |
Random Forest | 0.084±0.001 |
Logistic Regression | 0.173±0.045 |