From: Infection status outcome, machine learning method and virus type interact to affect the optimised prediction of hepatitis virus immunoassay results from routine pathology laboratory assays in unbalanced data
Measure
Basic single
Bootstrap single
Matched single
HBSA specificity
98.38
89.57
45.65
HBSA sensitivity
4.6
16.92
64.62
HepC specificity
99.17
83.03
65.88
HepC sensitivity
32.35
35.29
65.89