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Table 5 Confusion matrix for the random forest classifier treating each event as an observation

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

Accuracy (%): 74.2   True class
N NE E SE S SW W NW
Predicted class N 7 0 0 0 0 1 0 2
NE 0 9 1 1 0 0 0 1
E 0 2 8 0 1 0 0 0
SE 0 0 0 5 1 0 0 0
S 0 0 0 1 9 1 0 0
SW 0 0 0 0 0 0 0 0
W 0 0 0 0 0 1 6 0
NW 1 1 0 0 0 1 1 5
  1. Italicized values indicate cases where ground-truth headings (i.e. 'true class') match classifier prediction (i.e. 'predicted class')