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. 2018 Jun 18;18(6):1965. doi: 10.3390/s18061965

Table 5.

Recommended window size for specific motion mode classification.

Motion Mode Recommended Window Size
F1 Score
85% 90% 95% 99%
Stationary 1.5 s 2 s 3 s 4.5 s
Walking 1 s 1.5 s 3 s 4 s
Up elevator 0.5 s 0.5 s 0.5 s 1.5 s
Down elevator 0.5 s 0.5 s 0.5 s 1.5 s
Up stairs 2 s 3 s 3.5 s 5 s
Down stairs 1.5 s 2 s 2.5 s 4 s
Up escalator 2 s 2.5 s 3.5 s 4.5 s
Down escalator 2 s 2.5 s 3 s 4.5 s