Cumulative threshold | Cloglog threshold | Description | Fractional predicted area | Training omission rate |
---|---|---|---|---|
1.000 | 0.088 | Fixed cumulative value 1 | 0.854 | 0.000 |
5.000 | 0.199 | Fixed cumulative value 5 | 0.699 | 0.000 |
10.000 | 0.266 | Fixed cumulative value 10 | 0.589 | 0.009 |
9.586 | 0.261 | Minimum training presence | 0.597 | 0.000 |
16.222 | 0.332 | 10 percentile training presence | 0.484 | 0.092 |
35.303 | 0.493 | Equal training sensitivity and specificity | 0.273 | 0.275 |
21.126 | 0.380 | Maximum training sensitivity plus specificity | 0.418 | 0.110 |
5.597 | 0.210 | Balance training omission, predicted area and threshold value | 0.684 | 0.000 |
9.956 | 0.265 | Equate entropy of thresholded and original distributions | 0.590 | 0.009 |
Variable | Percent contribution | Permutation importance |
---|---|---|
Present.Benthic.Min.Depth.Salinity.Range | 32.6 | 31.7 |
Present.Surface.Salinity.Range | 21.5 | 7.6 |
Present.Surface.Ice.thickness.Range | 15.4 | 9.1 |
Present.Benthic.Min.Depth.Temperature.Lt.min | 8.7 | 8.1 |
Present.Benthic.Min.Depth.Temperature.Lt.max | 8.7 | 20.8 |
Present.Surface.Temperature.Range | 5.4 | 12.9 |
Present.Benthic.Min.Depth.Current.Velocity.Range.tif.BOv2_1 | 3.5 | 3.5 |
Present.Surface.Current.Velocity.Min.tif.BOv2_1 | 2.7 | 2.8 |
Present.Surface.Current.Velocity.Lt.min.tif.BOv2_1 | 1.6 | 3.6 |
Present.Surface.Ice.thickness.Min | 0 | 0 |