Table A1.
OSA prediction results under multiple metrics for each patient.
| Patient | AHI | AHI Class | Sensitivity | Specificity | Precision | Accuracy | F1 | AUC |
|---|---|---|---|---|---|---|---|---|
| 1 | 40 | severe | 0.5324 | 0.9664 | 0.7334 | 0.9021 | 0.6169 | 0.9606 |
| 2 | 10 | mild | 0.7393 | 0.7094 | 0.688 | 0.7233 | 0.7127 | 0.8205 |
| 3 | 63 | severe | 0.45 | 0.9701 | 0.0669 | 0.9676 | 0.1165 | 0.9898 |
| 4 | 10 | mild | 0.8953 | 0.5993 | 0.533 | 0.6994 | 0.6682 | 0.7797 |
| 5 | 35 | severe | 0.4831 | 0.8822 | 0.4315 | 0.8198 | 0.4558 | 0.9186 |
| 6 | 58 | severe | 0.4247 | 0.9177 | 0.2244 | 0.8916 | 0.2937 | 0.9435 |
| 7 | 30 | severe | 0.752 | 0.8443 | 0.283 | 0.8373 | 0.4112 | 0.8632 |
| 8 | 1 | none | 0.948 | 0.2346 | 0.508 | 0.559 | 0.6616 | 0.6254 |
| 9 | 8 | mild | 0.8638 | 0.4292 | 0.2898 | 0.5215 | 0.434 | 0.5525 |
| 10 | 41 | severe | 0.0607 | 0.9214 | 0.1065 | 0.8064 | 0.0774 | 0.8979 |
| 11 | 4 | none | 0.9423 | 0.3071 | 0.4407 | 0.5401 | 0.6006 | 0.5642 |
| 12 | 4 | none | 0.8217 | 0.3056 | 0.7821 | 0.6937 | 0.8014 | 0.7736 |
| 13 | 26 | moderate | 0.9958 | 0.727 | 0.4183 | 0.7713 | 0.5891 | 0.8524 |
| 14 | 9 | mild | 0.9039 | 0.7021 | 0.7594 | 0.805 | 0.8254 | 0.902 |
| 15 | 43 | severe | 0.2435 | 0.8619 | 0.4247 | 0.6794 | 0.3095 | 0.7417 |
| 16 | 37 | severe | 0.9566 | 0.8414 | 0.116 | 0.8439 | 0.2069 | 0.9063 |
| 17 | 28 | moderate | 0.7901 | 0.7332 | 0.5004 | 0.7476 | 0.6127 | 0.8246 |
| 18 | 4 | none | 0.8142 | 0.4265 | 0.7748 | 0.701 | 0.794 | 0.7905 |
| 19 | 10 | mild | 0.8252 | 0.6774 | 0.7759 | 0.7624 | 0.7998 | 0.8737 |
| 20 | 48 | severe | 0.6457 | 0.9572 | 0.468 | 0.94 | 0.5427 | 0.9767 |
| 21 | 28 | moderate | 0.526 | 0.7215 | 0.0176 | 0.7197 | 0.0341 | 0.7934 |
| 22 | 2 | none | 0.9978 | 0.2003 | 0.7483 | 0.762 | 0.8552 | 0.8723 |
| 23 | 0 | none | 0.9756 | 0.129 | 0.9187 | 0.8993 | 0.9463 | 0.9721 |
| 24 | 21 | moderate | 0.8016 | 0.7942 | 0.2564 | 0.7948 | 0.3886 | 0.8736 |
| 25 | 44 | severe | 0.8531 | 0.9059 | 0.0407 | 0.9056 | 0.0777 | 0.9599 |
| 26 | 60 | severe | 0.1511 | 0.9921 | 0.5952 | 0.9323 | 0.241 | 0.9756 |
| 27 | 9 | mild | 0.8476 | 0.7414 | 0.5465 | 0.7699 | 0.6646 | 0.8576 |
| 28 | 13 | mild | 0.9087 | 0.628 | 0.3318 | 0.6754 | 0.4861 | 0.7051 |
| 29 | 4 | none | 0.8835 | 0.409 | 0.6465 | 0.6701 | 0.7466 | 0.764 |
| 30 | 73 | severe | 0.2198 | 0.9775 | 0.1108 | 0.9679 | 0.1473 | 0.9871 |