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. 2019 Mar 5;8(5):e011160. doi: 10.1161/JAHA.118.011160

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