Table 6 Final multivariate model accuracies by clinical score and feature set, per participant
From: Assessment of Parkinsonian gait in older adults with dementia via human pose tracking in video data
Participant | 2D gait features | 3D gait features | ||||
|---|---|---|---|---|---|---|
UPDRS-gait accuracy | SAS-gait accuracy | Percent of walks | UPDRS-gait accuracy | SAS-gait accuracy | Percent of walks | |
1 | 0.0% | 0.0% | 0.4% | 30.8% | 15.4% | 3.3% |
2 | 100.0% | 50.0% | 3.2% | 100.0% | 61.1% | 4.5% |
3 | 36.4% | 45.5% | 4.4% | 40.9% | 36.4% | 5.5% |
4 | 86.4% | 45.5% | 17.7% | 64.0% | 48.0% | 12.6% |
5 | 53.3% | 66.7% | 6.0% | 32.1% | 75.0% | 7.0% |
6 | 100.0% | 76.2% | 8.4% | 100.0% | 47.6% | 5.3% |
7 | 60.0% | 48.0% | 10.0% | 69.2% | 56.4% | 9.8% |
8 | 65.1% | 41.9% | 17.3% | 64.8% | 44.4% | 13.6% |
9 | 59.1% | 27.3% | 8.8% | 83.3% | 13.3% | 7.5% |
10 | 28.6% | 57.1% | 5.6% | 47.6% | 38.1% | 5.3% |
11 | 26.7% | 46.7% | 6.0% | 57.7% | 50.0% | 6.5% |
12 | 46.2% | 53.8% | 5.2% | 87.1% | 80.6% | 7.8% |
13 | 30.8% | 23.1% | 5.2% | 40.0% | 40.0% | 6.3% |
14 | 0.0% | 50.0% | 1.6% | 25.0% | 55.0% | 5.0% |
All | 61.4% | 47.4% | 100.0% | 62.1% | 48.5% | 100.0% |