Table 4 Importance ranking of 30 variables for SVM-RFE
From: Development and validation of a machine learning-based nomogram for predicting HLA-B27 expression
Type | AvgRank | Type | AvgRank | Type | AvgRank |
|---|---|---|---|---|---|
NEUT | 5.1 | HCO | 12.5 | PDW | 19.7 |
MPV | 5.6 | MCHC | 13.1 | BPC | 20.6 |
RBC | 7.6 | ALB/GLB | 14 | BUN | 21.0 |
MONO# | 8.0 | DBil/TBil | 14.5 | MCH | 23.1 |
PAB | 8.1 | Ccr | 16.8 | GLB | 23.4 |
NEUT# | 9.2 | UA | 17.3 | CRP | 23.5 |
LYM | 9.7 | MCV | 17.4 | TBil | 23.5 |
Age | 11.5 | Cys-C | 17.6 | TP | 24.6 |
ESO | 11.6 | PCT | 18.8 | ALB | 25.1 |
RDW | 12.5 | IBil | 19.3 | Sex | 26.6 |