Research Article

Efficacious Discriminant Analysis (Classifier) Measures for End Users

Table 7

These normalized JPTs for pooled anti-CCP and RF test data were calculated from Nishimura et al.’s reported sensitivities and specificities [13]. A person without RA is far less likely to be misdiagnosed than one with the disease when the anti-CCP test is used.
(a)

Actual RA condition
Diseased Not diseased

Anti-CCP test Positive 0.67 (0.65–0.68) 0.05 (0.04–0.06)
Result Negative 0.33 (0.32–0.35) 0.95 (0.94–0.95)
Totals 1 1

(b)

Actual RA condition
Diseased Not diseased

RF test Positive 0.69 (0.68–0.7) 0.15 (0.14–0.16)
Result Negative 0.31 (0.3–0.32) 0.85 (0.84–0.86)
Totals 1 1