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

Table 4 Importance of variables in differentiating complicated acute appendicitis from the uncomplicated acute appendicitis

Variables	Variables importance (%)
Total bilirubin	100
WBC	96.90
Neutrophil to IG ratio	64.05
NLR	63.53
Ferritin	63.27
Monocyte	62.13
LMR	34.83
MPV	34.53
Lymphocyte	34.33
Platelet	31.07
Neutrophil	29.54
Age	28.75
Sex	0.80
IG	0.38

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