Table 1 Ranking of top gene features based on SHAP analysis, showing mean absolute SHAP values, normalized contributions, and cumulative proportions used to define the prioritized biomarker set.
Gene | MeanAbsSHAP | NormMeanAbsSHAP | Cumulative |
|---|---|---|---|
XIRP1 | 0.012882 | 0.03727 | 0.03727 |
P2RY13 | 0.010481 | 0.030325 | 0.067595 |
CCL3-AS1 | 0.008491 | 0.024566 | 0.092161 |
ACY3 | 0.007691 | 0.022253 | 0.114414 |
TNF | 0.007405 | 0.021425 | 0.135839 |
DHRS9 | 0.006998 | 0.020248 | 0.156087 |
CX3CR1 | 0.006825 | 0.019747 | 0.175834 |
CCL3 | 0.006159 | 0.017821 | 0.193655 |
CD163 | 0.006098 | 0.017643 | 0.211298 |
PLD4 | 0.005978 | 0.017297 | 0.228595 |
P2RY12 | 0.0058 | 0.016781 | 0.245375 |
S100A9 | 0.005691 | 0.016466 | 0.261841 |
SELPLG | 0.005614 | 0.016242 | 0.278084 |
MIR17HG | 0.004945 | 0.014306 | 0.29239 |
S100A8 | 0.003859 | 0.011164 | 0.303554 |
IL1A | 0.003383 | 0.009787 | 0.313341 |
CCL4 | 0.003341 | 0.009666 | 0.323007 |
IL1B | 0.003319 | 0.009603 | 0.33261 |
SYN3-AS1 | 0.003256 | 0.009421 | 0.342031 |
B3GNT5 | 0.003141 | 0.009088 | 0.351119 |
