| | Temporal | Individual | Random |
---|
Predicted | 0 | 1 | 0 | 1 | 0 | 1 |
---|
Actual | 0 | 3536 | 3 | 2495 | 2 | 4704 | 4 |
1 | 9 | 49 | 6 | 36 | 7 | 32 |
- Confusion matrix for the top-performing Random Forest model in classifying giant tortoise nesting activity from triaxial acceleration data using three validation strategies. Strategies include withholding a year (“Temporal”), random individuals (“Individual”), and a random subset of data (“Random”). Reported values represent averages across iterations. Values of 0 indicate non-nesting activity and values of 1 indicate nesting events