Machine-learning based prediction of prognostic risk factors in patients with invasive candidiasis infection and bacterial bloodstream infection: a singled centered retrospective study

Table 5 Feature importance rank

Risk factor variables	Importance rank
Serum creatinine level	0.110647
Age	0.093094
Length of stay (days)	0.079532
Stay in ICU during hospitalization	0.066953
Serum albumin level	0.059160
CRP	0.057764
Leukocyte count	0.054652
Neutrophil count	0.054205
PCT	0.052429
Total bilirubin level	0.052185

ISSN: 1471-2334