Table 1 Classification accuracy with standard errors
From: Interpretable classification for multivariate gait analysis of cerebral palsy
Variable | Method | 0 vs. 1 | 1 vs. 2 | 2 vs. 3 | 0 vs. {1,2,3} | 1 vs. 2 vs. 3 |
|---|---|---|---|---|---|---|
R.Hip | SFLDA | 0.869 (0.019) | 0.673 (0.053) | 0.853 (0.038) | 0.855 (0.021) | 0.637 (0.037) |
FLR | 0.897 (0.020) | 0.678 (0.052) | 0.839 (0.036) | 0.910 (0.018) | 0.557 (0.038) | |
FSVM | 0.857 (0.016) | 0.593 (0.050) | 0.797 (0.013) | 0.835 (0.016) | 0.534 (0.044) | |
R.Knee | SFLDA | 0.910 (0.018) | 0.682 (0.056) | 0.870 (0.029) | 0.871 (0.021) | 0.633 (0.042) |
FLR | 0.927 (0.013) | 0.685 (0.045) | 0.862 (0.042) | 0.928 (0.013) | 0.563 (0.051) | |
FSVM | 0.909 (0.015) | 0.693 (0.048) | 0.877 (0.028) | 0.914 (0.017) | 0.654 (0.048) | |
R.Ankle | SFLDA | 0.917 (0.015) | 0.629 (0.040) | 0.844 (0.033) | 0.912 (0.016) | 0.581 (0.042) |
FLR | 0.924 (0.017) | 0.627 (0.051) | 0.842 (0.043) | 0.933 (0.013) | 0.505 (0.052) | |
FSVM | 0.910 (0.022) | 0.532 (0.027) | 0.793 (0.001) | 0.891 (0.022) | 0.462 (0.023) | |
MV SFLDA | 0.930 (0.016) | 0.672 (0.053) | 0.859 (0.033) | 0.921 (0.016) | 0.619 (0.042) | |