Table 3:
Acuity Model Characteristics (on training data)
| Model (day) | Train Obs | Missing | d.f. | AUC | R2 |
|---|---|---|---|---|---|
| RAS (1–5) | 528850 | 207368 | 43 | 0.885 | 0.436 |
| SDAS (1–5) | 20130 | 2758 | 35 | 0.898 | 0.456 |
| DAS1 (1) | 6364 | 684 | 22 | 0.900 | 0.447 |
| DAS2 (2) | 5179 | 397 | 24 | 0.910 | 0.463 |
| DAS3 (3) | 3526 | 182 | 26 | 0.904 | 0.463 |
| DAS4 (4) | 2351 | 116 | 20 | 0.892 | 0.467 |
| DAS5 (5) | 1690 | 60 | 15 | 0.883 | 0.450 |
| SAPSII (1) | 6008 | 504 | 20 | 0.796 | 0.238 |
| SAPSII (2) | 5247 | 164 | 20 | 0.857 | 0.328 |
| SAPSII (3) | 3512 | 97 | 20 | 0.845 | 0.313 |
| SAPSII (4) | 2321 | 72 | 20 | 0.842 | 0.326 |
| SAPSII (5) | 1620 | 62 | 20 | 0.830 | 0.321 |