Threshold | Sensitivity (95CI) | Specificity (95CI) | Presision (95CI) | Accuracy (95CI) | |
---|---|---|---|---|---|
BRF | 0.54 | 0.90 (0.88–0.92) | 0.58 (0.55–0.61) | 0.23 (0.21–0.25) | 60% (57–63) |
XGB | 0.23 | 0.54 (0.51–0.57) | 0.78 (0.76–0.80) | 0.25 (0.23–0.27) | 69% (66–72) |
LGBM | 0.36 | 0.22 (0.20–0.24 | 0.91 (0.89–0.93) | 0.28 (0.26–0.30) | 83% (81–85) |
MLP | 0.37 | 0.49 (0.46–0.52) | 0.60 (0.57–0.63) | 0.19 (0.17–0.21) | 61% (58–64) |
LR | 0.36 | 0.66 (0.63–0.69) | 0.56 (0.53–0.59) | 0.17 (0.15–0.19) | 57% (54–60) |