Table 9.

The performance of Random Forest model on cohort data by removing one attribute group (Data Collection Window: [Admission_date, AKI_date-1])

Removed attributes group	Precision	Recall	AUC
Demographics	0.692	0.701	0.762
Vitals	0.685	0.699	0.756
Labs	0.678	0.701	0.755
Admission DRGs and Comorbidities	0.667	0.681	0.723
Medications	0.629	0.622	0.679