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 |