Cumulative threshold | Cloglog threshold | Description | Fractional predicted area | Training omission rate |
---|---|---|---|---|
1.000 | 0.047 | Fixed cumulative value 1 | 0.408 | 0.000 |
5.000 | 0.155 | Fixed cumulative value 5 | 0.297 | 0.057 |
10.000 | 0.281 | Fixed cumulative value 10 | 0.232 | 0.066 |
2.065 | 0.102 | Minimum training presence | 0.364 | 0.000 |
17.706 | 0.503 | 10 percentile training presence | 0.190 | 0.098 |
23.381 | 0.573 | Equal training sensitivity and specificity | 0.169 | 0.172 |
12.501 | 0.412 | Maximum training sensitivity plus specificity | 0.216 | 0.066 |
2.065 | 0.102 | Balance training omission, predicted area and threshold value | 0.364 | 0.000 |
4.671 | 0.149 | Equate entropy of thresholded and original distributions | 0.304 | 0.049 |
Variable | Percent contribution | Permutation importance |
---|---|---|
Present.Surface.Ice.thickness.Range | 91.6 | 79.6 |
Present.Benthic.Min.Depth.Temperature.Lt.max | 7 | 5.9 |
Present.Surface.Temperature.Range | 0.8 | 2.9 |
Present.Benthic.Min.Depth.Temperature.Lt.min | 0.3 | 10.3 |
Present.Benthic.Min.Depth.Current.Velocity.Range.tif.BOv2_1 | 0.2 | 0.9 |
Present.Surface.Salinity.Range | 0 | 0.4 |
Present.Surface.Current.Velocity.Lt.min.tif.BOv2_1 | 0 | 0 |
Present.Surface.Ice.thickness.Min | 0 | 0 |
Present.Benthic.Min.Depth.Salinity.Range | 0 | 0 |
Present.Surface.Current.Velocity.Min.tif.BOv2_1 | 0 | 0 |