Table 6 The performance of single representation and combinations on HLA-G*01:04
From: DeepHLAPred: a deep learning-based method for non-classical HLA binder prediction
HLA-G*01:04 | SN | SP | ACC | MCC | AUC |
|---|---|---|---|---|---|
AAAF | 0.5666 | 0.5646 | 0.5659 | 0.1315 | 0.5748 |
EIIP | 0.8485 | 0.7964 | 0.8226 | 0.6462 | 0.9012 |
INM | 0.8905 | 0.8470 | 0.8688 | 0.7389 | 0.9342 |
AAAF + EIIP | 0.8630 | 0.8066 | 0.8350 | 0.6710 | 0.9079 |
AAAF + INM | 0.9025 | 0.8419 | 0.8725 | 0.7471 | 0.9269 |
INM + EIIP | 0.9198 | 0.8721 | 0.8960 | 0.7929 | 0.9547 |
INM + EIIP + AAAF | 0.9137 | 0.8875 | 0.9008 | 0.8022 | 0.9586 |