From: In silico design of MHC class I high binding affinity peptides through motifs activation map
MHC allel | SRCC | AUC | high affinity rate1 | transfer learning method2 | Improvement3 |
---|---|---|---|---|---|
A*6802 | 0.499 | 0.817 | 0.9 | fine-tune | 0.61 |
 | 0.058 | 0.537 | 0.29 | zero-shot |  |
A*0206 | 0.458 | 0.778 | 0.75 | fine-tune | 0.08 |
 | 0.378 | 0.73 | 0.67 | zero-shot |  |
B*2705 | 0.701 | 0.929 | 0.92 | fine-tune | 0.92 |
 | 0.167 | 0.602 | 0 | zero-shot |  |
Mamu-A1*001:01 | 0.755 | 0.943 | 0.839 | fine-tune | 0.809 |
 | 0.256 | 0.65 | 0.03 | zero-shot |  |
A*0201 | 0.117 | 0.576 | 0.859 | originally | Â |