From: Research on early warning of renal damage in hypertensive patients based on the stacking strategy
First layer | Avg precision | Avg recall | Avg F1 score |
---|---|---|---|
RF | 0.94490 | 0.82599 | 0.85942 |
ET | 0.94127 | 0.81607 | 0.84857 |
XGB | 0.93829 | 0.82510 | 0.86072 |
RF + ET | 0.93048 | 0.82050 | 0.85103 |
XGB + RF | 0.92910 | 0.82510 | 0.86564 |
XGB + ET | 0.93565 | 0.82510 | 0.86564 |
XGB + ET + RF | 0.93824 | 0.84595 | 0.88086 |