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Table 3 Summary of the data set used to train the random forest classifier

From: Use of bio-loggers to characterize red fox behavior with implications for studies of magnetic alignment responses in free-roaming animals

  N NE E SE S SW W NW
Num. events 8 12 9 7 11 4 7 8
Samples/event (mean ± 1 s.d.) 3.50 ± 1.60 8.17 ± 6.46 4.20 ± 1.56 3.10 ± 0.378 5.90 ± 2.91 8.50 ± 10.4 4.10 ± 2.12 8.40 ± 8.60
Total num. samples 28 98 38 22 65 34 29 67
  1. An event corresponds to a time interval during which the fox was judged by human reviewers to be maintaining a consistent heading. Samples are six-element vectors of concatenated x, y, z accelerometer and magnetometer measurements, collected with a 3-Hz sampling rate during each event