Participant held out | FOG data | Non-FOG data | Sensitivity (%) | Specificity (%) | Precision (%) | F1 score |
---|---|---|---|---|---|---|
1 | 3454 | 82,943 | 83.0 | 92.5 | 31.6 | 0.46 |
2 | 9270 | 110,130 | 77.2 | 90.3 | 40.0 | 0.53 |
3 | 1502 | 142,157 | 72.5 | 92.8 | 9.6 | 0.17 |
6 | 4240 | 191,309 | 85.9 | 90.2 | 16.3 | 0.27 |
7 | 33,841 | 159,787 | 77.4 | 89.5 | 61.0 | 0.68 |
8 | 3640 | 101,415 | 86.2 | 81.2 | 14.1 | 0.24 |
9 | 683 | 141,373 | 92.2 | 89.8 | 4.2 | 0.08 |
Mean (SD) | 82.1 ± 6.2 | 89.5 ± 3.6 | 25.3 ± 18.6 | 0.35 ± 0.20 |