Predictor | Min | 1st Qu. | Mean | Median | 3rd Qu. | Max |
---|
PR AUC | 0.028 | 0.074 | 0.132 | 0.106 | 0.163 | 0.436 |
ROC AUC | 0.644 | 0.771 | 0.805 | 0.800 | 0.846 | 0.916 |
ICI | 0.003 | 0.006 | 0.008 | 0.008 | 0.010 | 0.018 |
- Note. Min = minimum; 1st Qu. = 25% quantile; 3rd Qu. = 75% quantile; Max = maximum; PR AUC = area under the precision-recall curve; ROC AUC = area under the receiver operating characteristic curve; for both, a value of 1 represents perfect discrimination; ICI = Integrated Calibration Index; a value of 0 for the ICI represents perfect calibration