Table 4. Confusion matrix for the data with mixed behaviour between GPS fixes (open field, 1 minute interval), to be classified as the most dominant behaviour within each interval.
Observed | Predicted | Correct (%) | |||
---|---|---|---|---|---|
Foraging | Lying | Standing | Walking | ||
Foraging | 831 | 16 | 3 | 18 | 96 |
Lying | 18 | 8 | 0 | 0 | 31 |
Standing | 124 | 18 | 5 | 7 | 3 |
Walking | 172 | 5 | 0 | 126 | 42 |
Overall (%) | 85 | 4 | 1 | 11 | 72 |
Classification was based on the decision rules from the CART tree as shown in S1 Fig.