Model title | Logit1: lnday | Logit1: lnrod | Logit2: lnday | Logit2: lnrod | Logit3:lnday | Logit3:lnrod |
---|---|---|---|---|---|---|
Index | ||||||
ROC AUC | 0.921 | 0.934 | 0.923 | 0.936 | 0.917 | 0.935 |
H-L statistic; P-value | 0.000 | 0.060 | 0.000 | 0.013 | 0.000 | 0.054 |
Out-of-sample shrinkage % | 0.940 | 0.020 | −1.370 | 0.750 | ||
In-sample-shrinkage % | 0.380 | −0.500 | −2.350 | −0.380 | ||
Overfitting % | 0.560 | 0.510 | 0.960 | 1.120 | ||
Calibration belt: P-value | 0.000 | NC | 0.000 | 0.000 | 0.000 | 0.000 |
AIC | 31,306.41 | 30,574.13 | 31,077.06 | 30,492.24 | 31,148.98 | 30,523.52 |
BIC | 322,421.1 | 31,489.52 | 33,039.96 | 32,455.96 | 32,073.81 | 31,448.36 |
Development set | ||||||
CITL | 0.005 | 0.017 | ||||
C-slope | 1.005 | 1.004 | ||||
AUC | 0.923 | 0.935 | ||||
E:O ratio | 0.997 | 0.998 | ||||
Validation set | ||||||
CITL | 0.005 | 0.017 | ||||
C-slope | 1.005 | 1.004 | ||||
AUC | 0.923 | 0.935 | ||||
E:O ratio | 0.997 | 0.990 |