Table 4.
Personal Model Results.
Subj. ID | ACC-Only | PPG-Only | ACC and PPG | ||||||
---|---|---|---|---|---|---|---|---|---|
Accuray | F1 Score | Recall | Accuray | F1 Score | Recall | Accuray | F1 Score | Recall | |
A01F73 | 68.1 | 84.2 | 80.6 | 43.1 | 36.5 | 47.2 | 55.6 | 46.7 | 72.2 |
A01AC9 | 66.7 | 64.8 | 80.0 | 66.7 | 61.8 | 50.0 | 69.4 | 69.0 | 55.6 |
A02066 | 72.5 | 78.5 | 85.0 | 54.2 | 53.8 | 60.0 | 72.5 | 78.5 | 85.0 |
A01FE0 | 90.1 | 84.6 | 94.4 | 84.5 | 88.6 | 89.7 | 79.8 | 84.3 | 95.2 |
A0226F | 66.3 | 71.7 | 73.8 | 75.8 | 74.5 | 77.8 | 76.6 | 78.0 | 80.2 |
A02333 | 84.7 | 82.1 | 91.7 | 68.1 | 51.9 | 77.8 | 77.8 | 91.7 | 100 |
A02384 | 79.2 | 82.2 | 79.2 | 72.9 | 79.5 | 91.7 | 81.2 | 81.2 | 87.5 |
A023B3 | 94.6 | 93.3 | 93.0 | 82.8 | 85.9 | 85.9 | 89.8 | 89.8 | 93.3 |
A01BBE | 57.5 | 51.9 | 50.0 | 57.5 | 64.7 | 73.3 | 52.5 | 56.7 | 56.7 |
A019AD | 62.7 | 65.8 | 71.4 | 65.5 | 56.6 | 60.3 | 70.6 | 64.2 | 66.7 |
A013E1 | 94.2 | 87.8 | 100 | 84.7 | 83.6 | 88.9 | 94.2 | 94.3 | 96.3 |
A01525 | 78.2 | 70.0 | 76.2 | 77.8 | 74.2 | 65.1 | 80.6 | 74.5 | 75.4 |
A026D9 | 80.6 | 95.2 | 100 | 80.6 | 88.6 | 100 | 91.7 | 95.2 | 100 |
Average | 76.6 | 77.9 | 82.7 | 70.3 | 69.2 | 74.4 | 76.3 | 77.2 | 78.5 |