Table 5. Confusion matrix for the decision tree based on distance and turning angle for the four dominant types of behaviour in the 12-second interval (open field).
Result training sample | Result validation | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Observed | Predicted | Correct (%) | Predicted | Correct (%) | ||||||
Foraging | Lying | Standing | Walking | Foraging | Lying | Standing | Walking | |||
Foraging | 197 | 0 | 0 | 0 | 100 | 189 | 0 | 0 | 8 | 96 |
Lying | 6 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 | 0 |
Standing | 8 | 0 | 2 | 0 | 20 | 11 | 0 | 0 | 0 | 0 |
Walking | 5 | 0 | 0 | 31 | 86 | 8 | 0 | 0 | 28 | 78 |
Overall (%) | 87 | 0 | 1 | 12 | 92 | 86 | 0 | 0 | 14 | 87 |
To the left the results of the training sample that was used for tree building and on the right the results after validation of the decision tree.