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Table 5 Confusion matrix showing the accuracies achieved by the LDA classifier trained on the 2014 sheep dataset

From: Animal-borne behaviour classification for sheep (Dohne Merino) and Rhinoceros (Ceratotherium simum and Diceros bicornis)

 

True behaviour

Lying down (%)

Standing (%)

Walking (%)

Running (%)

Grazing (%)

Predicted behaviour

Lying down

90.51

6.76

0

0

2.73

Standing

0.65

96.74

2.47

0

0.14

Walking

0.13

5.74

85.63

0.26

8.21

Running

0

0

0.78

99.09

0.13

Grazing

38.54

2.6

2.47

0

56.39