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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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