Table 5.

Results of the stride segmentation performance, for the free-living dataset. All values are given as mean ± std across the 28 subjects, over all strides per day, per patient

Method	Precision [%]	Recall [%]	F1-Score [%]
DTW	$87.2\pm 8.4$	$83.3\pm 10.1$	$85.1\pm 9.0$
${\text{HMM}}_{\mathrm{lab}}$	$89.4\pm 5.6$	$95.2\pm 3.0$	$92.2\pm 4.2$
${\text{HMM}}_{\mathrm{free}\text{-}\mathrm{living}}$	$89.4\pm 5.7$	$95.6\pm 2.8$	$92.4\pm 4.1$