Internal cross-validation | External cross-validation | |
---|---|---|
Accuracy | 0.9808 | 0.9512 |
95% CI | (0.8974, 0.9995) | (0.8347, 0.994) |
No information rate | 0.6346 | 0.6341 |
P-value (ACC > INR) | 1.664e-09 | 2.309e-06 |
Kappa | 0.9581 | 0.8918 |
McNemar’s test P-value | 1.0000 | 0.4795 |
Sensitivity | 1.0000 | 0.8667 |
Specificity | 0.9474 | 1.0000 |
Pos pred value | 0.9706 | 1.0000 |
Neg pred value | 1.0000 | 0.9286 |
Precision | 0.9705882 | 1.0000000 |
Recall | 1.0000000 | 0.8666667 |
F1 | 0.9850746 | 0.9285714 |
Prevalence | 0.6346 | 0.3659 |
Detection rate | 0.6346 | 0.3171 |
Detection prevalence | 0.6538 | 0.3171 |
Balanced accuracy | 0.9737 | 0.9333 |
Area under the curve (AUC) | 0.9736842 | 0.5384848 |