Participant held out | FOG data | Non-FOG data | Sensitivity (%) | Specificity (%) | Precision (%) | F1 score |
---|---|---|---|---|---|---|
1 | 3454 | 82,943 | 83.6 | 86.3 | 20.2 | 0.33 |
2 | 9270 | 110,130 | 83.5 | 90.1 | 41.5 | 0.55 |
3 | 1502 | 142,157 | 71.7 | 92.0 | 8.6 | 0.15 |
6 | 4240 | 191,309 | 86.9 | 90.7 | 17.2 | 0.29 |
7 | 33,841 | 159,787 | 77.1 | 89.2 | 60.1 | 0.68 |
8 | 3640 | 101,415 | 87.6 | 74.7 | 11.1 | 0.20 |
9 | 683 | 141,373 | 93.6 | 88.6 | 3.8 | 0.07 |
Mean (SD) | 83.4 ± 6.7 | 87.4 ± 5.4 | 23.2 ± 18.8 | 0.32 ± 0.20 |