Table 2. Calibration metrics of the logistic regression and machine learning models for 90-day and 1-year mortality in the testing cohorts.
90-Day Mortality | Logistic Regression | Machine Learning |
Observed-to-Expected Ratio | 0.950 | 0.966 |
Calibration-in-the-Large | -0.067 | -0.043 |
Slope of Calibration Curve | 0.846 | 1.288 |
1-Year Mortality | Logistic Regression | Machine Learning |
Observed-to-Expected Ratio | 1.065 | 1.074 |
Calibration-in-the-Large | 0.091 | 0.101 |
Slope of Calibration Curve | 0.930 | 1.248 |