Cumulative threshold | Cloglog threshold | Description | Fractional predicted area | Training omission rate |
---|---|---|---|---|
1.000 | 0.097 | Fixed cumulative value 1 | 0.710 | 0.008 |
5.000 | 0.291 | Fixed cumulative value 5 | 0.594 | 0.025 |
10.000 | 0.374 | Fixed cumulative value 10 | 0.518 | 0.062 |
0.374 | 0.041 | Minimum training presence | 0.772 | 0.000 |
13.168 | 0.412 | 10 percentile training presence | 0.478 | 0.099 |
34.473 | 0.615 | Equal training sensitivity and specificity | 0.300 | 0.299 |
20.296 | 0.491 | Maximum training sensitivity plus specificity | 0.403 | 0.153 |
3.128 | 0.221 | Balance training omission, predicted area and threshold value | 0.634 | 0.008 |
3.499 | 0.239 | Equate entropy of thresholded and original distributions | 0.625 | 0.008 |
Variable | Percent contribution | Permutation importance |
---|---|---|
Present.Benthic.Min.Depth.Temperature.Lt.max | 72.5 | 66.7 |
Present.Surface.Temperature.Range | 10.9 | 6.2 |
Present.Benthic.Min.Depth.Salinity.Range | 8.7 | 5.4 |
Present.Surface.Salinity.Range | 4.1 | 7.1 |
Present.Surface.Ice.thickness.Range | 3.5 | 13.1 |
Present.Benthic.Min.Depth.Temperature.Lt.min | 0.3 | 1.5 |
Present.Benthic.Min.Depth.Current.Velocity.Range.tif.BOv2_1 | 0 | 0 |
Present.Surface.Current.Velocity.Min.tif.BOv2_1 | 0 | 0 |
Present.Surface.Ice.thickness.Min | 0 | 0 |
Present.Surface.Current.Velocity.Lt.min.tif.BOv2_1 | 0 | 0 |