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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.