Table 7. Confusion matrix for the decision tree based on distance and turning angle for the four dominant types of behaviour in the 12-second interval (forest).
Result training sample | Result validation | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Observed | Predicted | Correct (%) | Predicted | Correct (%) | ||||||
Foraging | Lying | Standing | Walking | Foraging | Lying | Standing | Walking | |||
Foraging | 173 | 0 | 0 | 1 | 99 | 171 | 0 | 0 | 5 | 97 |
Lying | 69 | 0 | 0 | 0 | 0 | 70 | 0 | 0 | 0 | 0 |
Standing | 28 | 0 | 0 | 0 | 0 | 27 | 0 | 0 | 2 | 0 |
Walking | 14 | 0 | 0 | 13 | 48 | 15 | 0 | 0 | 11 | 42 |
Overall (%) | 95 | 0 | 0 | 5 | 62 | 94 | 0 | 0 | 6 | 61 |
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.