Skip to main content
. Author manuscript; available in PMC: 2024 Dec 2.
Published in final edited form as: N Engl J Stat Data Sci. 2024 Jan 31;2(1):3–14. doi: 10.51387/24-nejsds59

Table 1.

10-fold cross-validated classification performance estimate and the corresponding 95% Wald Confidence Intervals based on bootstrap standard errors (in parentheses) for the PCBV analysis, (i) Analysis 1: mucinous vs non-mucinous cysts, (ii) Analysis 2: cysts with advanced neoplasia vs those without.

Method Analysis 1 Analysis 2
Sens. Spec. Sens. Spec.

Single imputation 0.904 (0.858, 0.949) 0.817 (0.715, 0.92) 0.477 (0.32, 0.633) 0.921 (0.886, 0.956)
MI w/o VS 0.937 (0.901, 0.972) 0.889 (0.809, 0.97) 0.476 (0.304, 0.647) 0.949 (0.928, 0.97)
MI w VS (π=πopt) 0.941 (0.901, 0.98) 0.952 (0.865, 1) 0.576 (0.393, 0.758) 0.961 (0.941, 0.981)
MI w VS-Exhaustive (π=πopt) 0.922 (0.874, 0.97) 0.944 (0.828, 1) 0.576 (0.403, 0.75) 0.954 (0.929, 0.98)
MI w VS-Datadep (π=πopt) 0.921 (0.872, 0.97) 0.944 (0.832, 1) 0.576 (0.406, 0.747) 0.955 (0.929, 0.981)
Complete Case analysis 0.89 (0.81, 0.97) 0.924 (0.817, 1) 0.455 (0.175, 0.735) 0.929 (0.846, 1)