Table 3.
Variable importance of gradient boosting decision trees (top 10 variables)
| Items | Codesa | Importance |
|---|---|---|
| Insulin needles for type 1 diabetes patients | 114010970 | 0.324 |
| Age | 0.139 | |
| Test for HbA1c | 160010010 | 0.05 |
| Glucometers for type 1 diabetes or child glycemia patients (more than 120 times) | 160151050 | 0.029 |
| Urinalysis for quantitative measurement of Albumin | 160004810 | 0.029 |
| Test for Glycoalbumin | 114015610 | 0.025 |
| Standard psychoanalytic treatment | 160000310 | 0.019 |
| Urinalysis | 180006810 | 0.016 |
| Syringe pump for intermittent infusion | 114022010 | 0.016 |
| Confirmed diagnosis of eating disorder | F50 | 0.013 |
aICD10 Codes for diseases, and claims code for medical practices