Table 2.

The detection scores (accuracy, recall, precision, and F-1 score) of dependence in ambulation using a trained 3D-CNN model.

3D-CNN When Training Based on Assessment Scores	Accuracy	Precision	Recall	F-1 Score
FAC	0.845 ± 0.065	0.853 ± 0.057	0.928 ± 0.055	0.888 ± 0.050
BBS	0.851 ± 0.037	0.863 ± 0.065	0.916 ± 0.046	0.886 ± 0.032
FAC and BBS	0.863 ± 0.032	0.874 ± 0.024	0.940 ± 0.035	0.905 ± 0.022

BBS, Berg balance scale; FAC, functional ambulatory category.