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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