Table 5.
Confusion matrix using collar data and 39 features to assess the performance of classification of specific eating behavioural activities based on random forest.
Prediction | |||
---|---|---|---|
Eating Behaviour | Grazing | Non-Eating Behaviour | Ruminating |
Grazing | 30.06% | 1.65% | 0.53% |
Non-eating behaviour | 0.68% | 39.16% | 1.55% |
Ruminating | 0.42% | 2.96% | 22.98% |