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Table 1 Percent classification agreement for combined behaviours

From: Assessment of a non-invasive high-throughput classifier for behaviours associated with sleep and wake in mice

 

Compression Factor

Segment Length

ρ = 1 (no compression)

ρ = 0.1

4s

90.6 ± 0.5%

92.3 ± 0.4%

8s

91.2 ± 0.5%

94.3 ± 0.4%

  1. Mean classification percentage for agreement between automatic and human observation classification for equal number of sleep and wake intervals with ± 95% confidence limits computed from bootstrap experiment. Results for variation in window length with and without amplitude compression.
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BioMedical Engineering OnLine

ISSN: 1475-925X

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