Table 3 List of the top 10 genes based on the shapley values plots obtained by the different models.
No | RF | KNN | SVM L | Common genes |
|---|---|---|---|---|
1 | COL10A1 | COL10A1 | COL10A1 | COL10A1 |
2 | MMP11 | FIGF | MMP11 | MMP11 |
3 | SDPR | CD300LG | FIGF | SDPR |
4 | CD300LG | IBSP | IBSP | CD300LG |
5 | LIMS2 | MMP11 | CD300LG | FIGF |
6 | FIGF | FXYD1 | FXYD1 | FXYD1 |
7 | FXYD1 | CLEC3B | GABRD | CLEC3B |
8 | CLEC3B | SDPR | CLEC3B | Â |
9 | NPR1 | GABRD | SDPR | Â |
10 | CENPL | MME | UBE2T | Â |
