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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