Table 4 The performance of single representation and combinations on HLA-G*01:01
From: DeepHLAPred: a deep learning-based method for non-classical HLA binder prediction
HLA-G*01:01 | SN | SP | ACC | MCC | AUC |
|---|---|---|---|---|---|
AAAF | 0.6010 | 0.5382 | 0.5699 | 0.1397 | 0.5965 |
EIIP | 0.8465 | 0.8304 | 0.8386 | 0.6774 | 0.9069 |
INM | 0.9167 | 0.8529 | 0.8851 | 0.7720 | 0.9488 |
AAAF + EIIP | 0.9102 | 0.8619 | 0.8859 | 0.7729 | 0.9532 |
AAAF + INM | 0.9325 | 0.8504 | 0.8914 | 0.7856 | 0.9572 |
INM + EIIP | 0.9465 | 0.9052 | 0.9253 | 0.8523 | 0.9788 |
INM + EIIP + AAAF | 0.9407 | 0.9145 | 0.9276 | 0.8557 | 0.9762 |