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. Author manuscript; available in PMC: 2013 Dec 1.
Published in final edited form as: J Biomed Inform. 2012 Jun 9;45(6):1042–1048. doi: 10.1016/j.jbi.2012.05.006

Table 3.

Accuracy, Recall, Precision and F-measure for various majority opinion levels measured by the 2008AA reference standard

Performance
Measure
Unanimous Strong
majority
Weak
majority
Unanimous
+ Strong
Majority
Unanimous
+ Strong
Majority +
Weak
majority
Average
of all
auditors
on 178
concepts
Average
of all
auditors
on 232
concepts
Accuracy 0.35 0.55 0.64 0.48 0.53 0.42 0.37
Recall 0.52 0.61 0.72 0.58 0.62 0.50 0.47
Precision 0.45 0.69 0.72 0.61 0.64 0.46 0.46
F 0.48 0.65 0.72 0.59 0.63 0.48 0.46