Scientific Reports

Table 1 Performance metrics for movement behaviour classification by Motus at 25 Hz and 12.5 Hz.

From: Validation and comparative study of the Motus system for accurately identifying movement behaviours using different sampling frequencies

Sampling frequency	Performance metric	Movement behaviour
Sampling frequency	Performance metric	Sed	Stand	Walk	Run	Stairs	Cycle	Overall
25 Hz	Precision	0.98	0.94	0.96	0.90	0.82	0.98	0.96
	Recall	0.89	0.97	0.94	1.00	0.91	0.94	0.93
	Specificity	1.00	0.98	0.98	0.99	0.98	1.00	0.99
	F1-score	0.93	0.95	0.95	0.94	0.87	0.96	0.94
	Balanced accuracy	0.95	0.97	0.96	0.99	0.95	0.97	0.94
12.5 Hz	Precision	0.98	0.94	0.96	0.96	0.81	0.98	0.96
	Recall	0.89	0.97	0.95	0.96	0.91	0.94	0.92
	Specificity	1.00	0.98	0.98	1.00	0.98	1.00	0.99
	F1-score	0.93	0.96	0.96	0.96	0.86	0.96	0.94
	Balanced accuracy	0.95	0.98	0.96	0.98	0.95	0.97	0.94

Sed = Sedentary (sitting).

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