Table 6. Confusion matrix for the decision tree based on distance and turning angle for three dominant types of behaviour (forest, 1 min interval) with Lying and Standing taken together as Resting.
Result training sample | Result validation | |||||||
---|---|---|---|---|---|---|---|---|
Observed | Predicted | Correct (%) | Predicted | Correct (%) | ||||
Foraging | Resting | Walking | Foraging | Resting | Walking | |||
Foraging | 177 | 99 | 0 | 64 | 117 | 157 | 2 | 42 |
Resting | 73 | 499 | 0 | 87 | 54 | 244 | 0 | 82 |
Walking | 0 | 0 | 8 | 100 | 1 | 0 | 8 | 89 |
Overall (%) | 29 | 70 | 1 | 80 | 30 | 69 | 2 | 63 |
To the left the results of the training sample that was used for tree building and to the right the results after validation of the decision tree.