Role of immature granulocyte and blood biomarkers in predicting perforated acute appendicitis using machine learning model

Table 3 Importance of variables in differentiating acute appendicitis from the control group

Variables	Variables importance (%)
WBC	100
Neutrophil	95.14
LMR	76.05
NLR	48.87
Monocyte	35.46
MPV	19.78
Total bilirubin	9.95
IG (%)	7.15
Lymphocyte	6.98
Age	5.89
Neutrophil to IG ratio	4.90
Platelet	3.28
Sex	2.15

WBC: White blood cells; NLR: Neutrophil-to-lymphocyte ratio; LMR: Lymphocyte-to-monocyte ratio; MPV: Mean platelet volume; IG: Immature granulocytes.