Table 9 Statistical measurements of binary classification and SARA scores correlation from different combination of tests
From: A comprehensive scheme for the objective upper body assessments of subjects with cerebellar ataxia
Group | ACC (%) | AUC | Recall | Precision | F1-score | CC |
|---|---|---|---|---|---|---|
G1 | 96.4 | 0.97 | 0.95 | 1.00 | 0.97 | 0.80* |
G2 | 85.5 | 0.95 | 0.95 | 0.89 | 0.92 | 0.40 |
G3 | 76.4 | 0.70 | 0.98 | 0.75 | 0.85 | 0.36 |
G4 | 87.3 | 0.89 | 0.95 | 0.82 | 0.88 | 0.48 |
G5 | 92.0 | 0.90 | 0.98 | 0.93 | 0.95 | 0.53 |
G6 | 92.7 | 0.92 | 0.95 | 0.95 | 0.95 | 0.60* |
All tests | 96.4 | 0.96 | 0.98 | 0.98 | 0.98 | 0.68* |