From: Identification of B-cell epitopes in an antigen for inducing specific class of antibodies
Dataset | Â | Mode | Data size | ACC | MCC | AUC |
---|---|---|---|---|---|---|
BalanceVar | IgG | Training | 6063 | 70.88 | 0.42 | 0.76 |
Evaluation | 1519 | 68.24 | 0.37 | 0.74 | ||
IgE | Training | 1873 | 80.53 | 0.61 | 0.87 | |
Evaluation | 468 | 81.49 | 0.63 | 0.88 | ||
IgA | Training | 322 | 69.60 | 0.39 | 0.75 | |
Evaluation | 80 | 74.69 | 0.49 | 0.79 | ||
BalanceFix | IgG | Training | 4893 | 70.87 | 0.42 | 0.76 |
Evaluation | 1223 | 71.67 | 0.43 | 0.78 | ||
IgE | Training | 1524 | 85.04 | 0.70 | 0.90 | |
Evaluation | 381 | 80.97 | 0.62 | 0.86 | ||
IgA | Training | 213 | 73 | 0.46 | 0.80 | |
Evaluation | 54 | 66.67 | 0.33 | 0.72 |