Table 5.
|
Apparent performance |
Test performance |
|||
---|---|---|---|---|---|
Standard model | Marginal risk calculation | Conditional risk calculation | Standard model | Marginal risk calculation | |
Harrell’s C-index † |
0.82 (0.742; 0.889) |
0.82 (0.743; 0.888) |
0.84 (0.752; 0.913) |
0.77 (0.718; 0.779) |
0.77 (0.719; 0.779) |
C-index within clusters ‡ |
0.82 (0.100) |
0.82 (0.096) |
0.82 (0.096) |
0.77 (0.032) |
0.77 (0.032) |
Calibration intercept* |
-0.00 |
0.00 |
0.01 |
0.02 |
0.06 |
Calibration intercept* within clusters ‡ |
-0.00 (0.295) |
-0.00 (0.319) |
0.01 (0.000) |
-0.01 (0.537) |
0.03 (0.545) |
Calibration slope (overall) |
1.00 |
0.99 |
1.05 |
0.71 |
0.69 |
Calibration slope within clusters ‡ | 1.06 (0.100) | 1.01 (0.108) | 1.07 (0.000) | 0.74 (0.017) | 0.72 (0.018) |
* With calibration slope equal to 1 (i.e. calibration in the large).
† overall performance (2.5 and 97.5 percentiles).
‡ median of overall performance from 100 simulations (median of within cluster performances).