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Table 2 The performance of SVM models developed for predicting antibody specific BCEs on BalanceFix dataset using various features

From: Identification of B-cell epitopes in an antigen for inducing specific class of antibodies

Input pattern IgG epitope IgE epitope IgA epitope
ACC MCC AUC ACC MCC AUC ACC MCC AUC
AAC 66.27 0.33 0.70 81.78 0.64 0.86 69.29 0.39 0.75
AAP 69.29 0.39 0.75 82.39 0.65 0.89 74.34 0.49 0.79
CTD 57.41 0.15 0.61 63.99 0.28 0.70 63.3 0.27 0.67
DPC 71.73 0.44 0.77 84.96 0.70 0.90 72.28 0.45 0.78
PCP 56.57 0.13 0.59 58.11 0.16 0.62 63.3 0.27 0.69
BIN 54.02 0.08 0.55 56.17 0.12 0.59 62.17 0.24 0.67
  1. (ACC accuracy, MCC Matthew’s correlation coefficient, AUC Area under curve).