Table 6 Model performance indices, vanilla probit vs “eprobit”
Model | Probit:lnHLOS | Probit: lnROD | eProbit:lnHLOS | eProbit: lnROD |
|---|---|---|---|---|
Index | ||||
ROC AUC | 0.921 | 0.934 | 0.923 | 0.930 |
H-L statistic; P-value | 0.000 | 0.000 | 0.000 | 0.013 |
Calibration belt: P-value | 0.000 | 0.000 | 0.001 | 0.001 |
CITL | −0.017 | − 0.008 | −0.050 | 0.059 |
C-slope | 1.014 | 1.004 | 1.096 | 0.911 |
AUC | 0.920 | 0.934 | 0.917 | 0.913 |
E:O ratio | 1.010 | 1.004 | 1.033 | 0.967 |