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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.