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Table 5 Statistic averaged sensitivity and specificity of CEP, DiscoTope and Bepar as well as their standard deviation

From: Mining for the antibody-antigen interacting associations that predict the B cell epitopes

Data

Method

Sens.

Spec.

AUC

I 1

CEP

DiscoTope

Bepar

0.33 (± 0.25)

0.42 (± 0.28)

0.42 (± 0.19)

0.73 (± 0.19)

0.78 (± 0.13)

0.72 (± 0.10)

0.53 (± 0.08)

0.60 (± 0.12)

0.57 (± 0.10)

II2

CEP

DiscoTope

Bepar

0.25 (± 0.20)

0.44 (± 0.31)

0.36 (± 0.15)

0.79 (± 0.12)

0.79 (± 0.13)

0.74 (± 0.08)

0.52 (± 0.06)

0.62 (± 0.14)

0.55 (± 0.10)

III3

CEP

DiscoTope

Bepar

0.43 (± 0.28)

0.41 (± 0.23)

0.49 (± 0.21)

0.64 (± 0.23)

0.77 (± 0.10)

0.69 (± 0.10)

0.53 (± 0.09)

0.586(± 0.09)

0.593(± 0.10)

  1. 1Common thirty two samples.
  2. 2 Eighteen overlapping samples which appear both in training data and testing data.
  3. 3 Fourteen non-overlapping samples which only appear in testing data.