Table 2 Best 5 variables when using random forests with 30-Day criteria, from best to worse
From: Screening swabs surpass traditional risk factors as predictors of MRSA bacteremia
Variables | Mean Increase in Accuracy (IQR) | Variables | Mean Decrease in Gini (IQR) |
|---|---|---|---|
30-Day criteria | 73.4 (72.2–75.0) | 30-Day Criteria | 35.9 (35.7–36.2) |
Tumor without Metastasis | 10.9 (10.4–11.5) | Age | 9.14 (9.05–9.24) |
CCI | 10.2(9.63–10.9) | CCI | 6.69 (6.61–6.77) |
Congestive Heart Failure | 6.57 (5.94–7.32) | Admissions (12 Months) | 5.10 (5.03–5.16) |
Dementia | 6.20 (5.64–6.78) | Myocardial Infarction | 2.06 (2.03–2.10) |