Table 8 The results of fivefold cross validation for each model
From: Research on early warning of renal damage in hypertensive patients based on the stacking strategy
Model | Avg precision | Avg Recall | Avg F1 score |
|---|---|---|---|
RF | 0.92746 | 0.83227 | 0.86792 |
ExtraTrees | 0.92378 | 0.80968 | 0.84462 |
XGBoost | 0.93522 | 0.82510 | 0.86564 |
Stacking | 0.93824 | 0.84595 | 0.88086 |