Table 3.
The feature importance based on the Boruta feature selection method, performed five independent times. Five cytokines ranked consistently high, across all five feature selection runs
| No.1 | Rank | No.2 | Rank | No.3 | Rank | No.4 | Rank | No.5 | Rank |
|---|---|---|---|---|---|---|---|---|---|
| TNF- | 1 | TNF- | 1 | TNF- | 1 | TNF- | 1 | TNF- | 1 |
| Eotaxin | 1 | Eotaxin | 1 | Eotaxin | 1 | Eotaxin | 1 | Eotaxin | 1 |
| IL-10 | 1 | IL-10 | 1 | IL-10 | 1 | IL-10 | 1 | IL-10 | 1 |
| IP-10 | 1 | IP-10 | 1 | IP-10 | 1 | IP-10 | 1 | IP-10 | 1 |
| SDF-1a | 1 | SDF-1a | 1 | SDF-1a | 1 | SDF-1a | 1 | SDF-1a | 1 |
| IL-12p70 | 1 | MIF | 1 | IL-12p70 | 1 | MCP-4 | 1 | MIF | 1 |
| IL-1RA | 1 | IL-12p70 | 1 | MCP-4 | 1 | IL-15 | 1 | ||
| MIP-3 | 1 | MCP-4 | 1 | ||||||
| IL-15 | 1 | MIP-3 | 1 | ||||||
| PGI/PGII | 1 |