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Table 4 Results of the stride segmentation performance, in controlled laboratory settings. All values are given as mean ± std over the 4 outer evaluation folds

From: Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients

Method Precision [%] Recall [%] F1-Score [%]
DTW \(94.6 \pm 1.3\) \(92.1 \pm 1.4\) \(94.6 \pm 1.3\)
HMM \(96.1 \pm 1.1\) \(96.4 \pm 1.4\) \(96.2 \pm 1.1\)