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. Author manuscript; available in PMC: 2022 Oct 1.
Published in final edited form as: Stat Methods Med Res. 2021 Sep 1;30(10):2352–2366. doi: 10.1177/09622802211038754

Figure 5.

Figure 5.

Simulation: Cross-Validated Algorithm Performance for 1-Year Mortality in Isolated AVR Cohort. For algorithms with zero predicted positive values, PPV is undefined and not plotted, and therefore F1 score is also undefined and not plotted. 95% confidence intervals for estimates with standard errors less than 1% are not shown. True conditional risk estimate based on AUC loss is 94% for settings 1 and 2 and 95% for setting 3. TS is an abbreviation for treatment-specific and SG for sparse group.