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Table 2 Sensitivities and specificities of the chloroplast localisation classifier combinations

From: A Bayesian method for comparing and combining binary classifiers in the absence of a gold standard

  

Sensitivity

Specificity

2K-bit code

Combination

Mean

Median

SD

Mean

Median

SD

2

C1∧C2∧C3

0.311

0.307

0.094

1.000

1.000

0.000

4

C2∧C3

0.394

0.384

0.096

0.999

0.999

0.001

6

C1∧C3

0.553

0.544

0.108

0.997

0.997

0.001

18

C1∧C2

0.436

0.433

0.101

0.998

0.998

0.001

24

At least two classifiers

0.762

0.772

0.089

0.994

0.995

0.003

64

C2∨C3

0.867

0.870

0.058

0.932

0.933

0.021

96†

C1∨C3

0.934

0.939

0.037

0.894

0.895

0.025

120

C1∨C2

0.900

0.910

0.053

0.904

0.907

0.025

128‡

C1∨C2∨C3

0.969

0.975

0.021

0.868

0.869

0.029

  1. SD: Standard Deviation.
  2. ‡Optimal combination using ranking criteria 1, 2 and 3.
  3. †Optimal combination using ranking criterion 4.