Table 3 The top 20 variables are screened after combining "%IncMSE" and "IncNodePurity"
From: Development and validation of a machine learning-based nomogram for predicting HLA-B27 expression
Type | %IncMSE | IncNodePurity | Type | %IncMSE | IncNodePurity |
|---|---|---|---|---|---|
GLB | 29.528091 | 24.689556 | WBC | 10.300806 | 5.874292 |
ALB/GLB | 15.510579 | 11.479635 | BPC | 9.368241 | 5.840838 |
ALP | 12.608679 | 8.768030 | MCHC | 10.315155 | 5.801214 |
TP | 13.707016 | 7.469052 | DBil | 11.072646 | 5.122757 |
CRP | 11.578667 | 6.706310 | BUN | 6.273594 | 4.754315 |
MPV | 9.930096 | 6.357899 | MCV | 7.115748 | 4.583968 |
HCO | 9.131109 | 6.168996 | NEUT | 7.071780 | 4.488072 |
RBC | 9.802478 | 6.075653 | ESR | 8.378661 | 4.398344 |
NEUT# | 9.951013 | 5.949444 | Cys-C | 9.704187 | 4.253772 |
PAB | 11.458047 | 5.889966 | MCH | 4.973804 | 4.240079 |