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. 2017 Feb 2;5(2):e10. doi: 10.2196/mhealth.6893

Table 4.

Heart rate errors compared with electrocardiogram-based reference that were calculated using 10-second nonoverlapping windows, as means and standard deviations, expressed in beats per minute and percentages.

Activity Error, bpma Absolute error, bpm Percentage error, % Absolute percentage error, %

Mean SD Mean SD Mean SD Mean SD
RHRb protocol 0.6 1.8 1.5 1.7 1.0 3.1 2.2 3.0
Treadmill −4.1 8.3 5.5 7.8 −3.7 7.6 5.2 7.1
Treadmill 5% −0.3 4.2 3.9 4.2 −0.4 4.0 3.8 3.9
Ergometer bike 0.3 1.1 1.3 0.9 0.3 1.1 1.3 1.0
Cross trainer −6.1 16.1 8.0 15.3 −4.6 11.9 6.1 11.2
Household −2.3 5.7 5.7 4.3 −1.7 6.0 6.0 4.4
Desk work 0.9 1.8 1.7 1.7 1.4 3.1 2.4 2.9
Lying down 0.5 0.8 1.1 0.6 0.7 1.2 1.6 1.0
Standing −0.3 1.4 2.0 1.4 −0.3 1.6 2.3 1.6
Walking −4.3 9.2 7.1 7.8 −3.8 8.3 6.7 6.8
Cycling −20.1 26.9 20.7 26.5 −14.5 18.4 15.1 18.0
Running −6.7 9.7 8.3 8.7 −4.1 6.5 5.5 5.7
Total −1.7 1.6 3.1 1.4 −1.3 1.5 3.1 1.4

abpm: beats per minute.

bRHR: resting heart rate.