Table 5 The performance of single representation and combinations on HLA-G*01:03
From: DeepHLAPred: a deep learning-based method for non-classical HLA binder prediction
HLA-G*01:03 | SN | SP | ACC | MCC | AUC |
|---|---|---|---|---|---|
AAAF | 0.5854 | 0.5440 | 0.5653 | 0.1299 | 0.5738 |
EIIP | 0.8365 | 0.7814 | 0.8089 | 0.6190 | 0.8874 |
INM | 0.8800 | 0.8298 | 0.8549 | 0.7107 | 0.9235 |
AAAF + EIIP | 0.8525 | 0.8079 | 0.8296 | 0.6618 | 0.9116 |
AAAF + INM | 0.9001 | 0.8083 | 0.8542 | 0.7115 | 0.9227 |
INM + EIIP | 0.8990 | 0.8685 | 0.8835 | 0.7683 | 0.9537 |
INM + EIIP + AAAF | 0.9160 | 0.8682 | 0.8922 | 0.7852 | 0.9556 |