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Table 1 The performance of SVM models developed for predicting antibody specific BCEs on BalanceVar 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 63.85 0.28 0.68 75.33 0.51 0.81 71.46 0.43 0.76
AAP 68.30 0.37 0.73 78.3 0.57 0.85 72.93 0.46 0.78
CTD 64.30 0.29 0.69 68.81 0.38 0.71 69.76 0.40 0.74
DPC 70.42 0.41 0.76 82.7 0.66 0.88 72.07 0.44 0.78
PCP 66.18 0.32 0.71 64.31 0.29 0.64 72.8 0.46 0.78
  1. (ACC accuracy, MCC Matthew’s correlation coefficient, AUC area under curve).