Nothing
Code
summary(val_results)
Output
Calibration Measures
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Estimate Lower 95% Confidence Interval
Observed:Expected Ratio 1.9006 1.8368
Calibration Intercept 0.7323 0.6921
Calibration Slope 0.6484 0.5576
Upper 95% Confidence Interval
Observed:Expected Ratio 1.9666
Calibration Intercept 0.7726
Calibration Slope 0.7392
Also examine the calibration plot, if produced.
Discrimination Measures
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Estimate Lower 95% Confidence Interval Upper 95% Confidence Interval
AUC 0.5814 0.5702 0.5927
Overall Performance Measures
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Cox-Snell R-squared: -0.0481
Nagelkerke R-squared: -0.0863
Brier Score (CI): 0.1249 (0.1219, 0.1279)
Also examine the distribution plot of predicted risks.
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