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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.