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Table 2 Percent classification agreement for sleep behaviour

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

87.8 ± 0.5%

90.1 ± 0.5%

8s

87.9 ± 0.5%

93.4 ± 0.5%

  1. Mean classification percentage for agreement between automatic and human observation classification for only sleep 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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