Table 2:
Performance metrics. SFM is the proposed model.
| EHR | FLCHAIN | SUPPORT | SEER | SLEEP | |
|---|---|---|---|---|---|
| Calibration slope | |||||
|
| |||||
| DATE | 0.7537 | 0.9668 | 0.9068 | 0.9161 | 0.9454 |
| DRAFT | 3.2138 | 5.4183 | 2.9640 | 2.0763 | 25.2855 |
| S-CRPS | 1.6246 | 1.9662 | 1.1795 | 1.1613 | 2.5746 |
| CPH | 2.5543 | 1.9116 | 1.3909 | 1.4358 | 3.8278 |
| SFM | 0.7734 | 0.9807 | 0.9405 | 0.9540 | 1.0235 |
|
| |||||
| Mean CoV | |||||
|
| |||||
| DATE | 0.2477 | 0.3585 | 0.2987 | 0.1485 | 0.5168 |
| DRAFT | 5.0305 | 6.2952 | 3.8689 | 3.4501 | 8.4918 |
| S-CRPS | 0.8585 | 0.9412 | 0.7351 | 0.6036 | 1.0240 |
| CPH | - | - | - | - | - |
| SFM | 0.2953 | 0.4484 | 0.3930 | 0.1993 | 0.5045 |
|
| |||||
| C-Index | |||||
|
| |||||
| DATE | 0.7756 | 0.8264 | 0.8421 | 0.8320 | 0.7416 |
| DRAFT | 0.7796 | 0.8341 | 0.8560 | 0.8310 | 0.7617 |
| S-CRPS | 0.7704 | 0.8286 | 0.8685 | 0.8298 | 0.7529 |
| CPH | 0.7542 | 0.8344 | 0.8389 | 0.8223 | 0.6435 |
| SFM | 0.7786 | 0.8318 | 0.8319 | 0.8314 | 0.7491 |