Decision Tree | LASSO | Random Forest | GBDT | XGBoost | AVG | ||
---|---|---|---|---|---|---|---|
GBP5 | 0.013827 | 0.373494 | 0.215771 | 0.165928 | 0.044820 | 0.162768 | (1) |
HLA-DQA1 | 0 | 0.229167 | 0.149802 | 0.112942 | 0.029389 | 0.10426 | (2) |
HLA-DRA | 0.069321 | 0 | 0.217371 | 0.202672 | 0.021325 | 0.102138 | (3) |
CD79A | 0.043209 | 0.08349 | 0.15570 | 0.074456 | 0.022523 | 0.075875 | (4) |
HE5 | 0.054514 | 0.280299 | 0.023088 | 0.015352 | 0.025615 | 0.070538 | (5) |
HLA-DMB | 0.060051 | 0.023476 | 0.115609 | 0.083555 | 0.012552 | 0.059049 | (6) |
LTB | 0.064557 | 0 | 0.026341 | 0.025064 | 0.027094 | 0.0286111 | (7) |
CD2 | 0.418228 | 0 | 0.035964 | 0.032222 | 0.025557 | 0.027113 | (8) |
GZMA | 0.034531 | 0 | 0.041947 | 0.025454 | 0.030842 | 0.026555 | (9) |
CCL5 | 0.024580 | 0 | 0.02469 | 0.059022 | 0.012451 | 0.024148 | (10) |