Table 4 Results of permutation importance method applied to the RF model.

From: Predictive factors of hypoglycemia in type 2 diabetes: a prospective study using machine learning

Feature

Mean Importance

SD

95% CI Lower

95% CI Upper

Insulin therapy

0.146775

0.007950

0.144571

0.148978

Diabetes duration

0.103075

0.005885

0.101444

0.104707

eGFR

0.046688

0.003397

0.045746

0.047629

HbA1C

0.012796

0.000916

0.012542

0.013050

Age

0.011406

0.000893

0.011158

0.011653

Triglycerides

0.009943

0.000842

0.009709

0.010176

Total cholesterol

0.009138

0.000727

0.008936

0.009339

Female

0.005726

0.000712

0.005528

0.005923

BMI

0.004377

0.000483

0.004243

0.004511

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