Cumulative threshold | Cloglog threshold | Description | Fractional predicted area | Training omission rate |
---|---|---|---|---|
1.000 | 0.044 | Fixed cumulative value 1 | 0.587 | 0.000 |
5.000 | 0.122 | Fixed cumulative value 5 | 0.417 | 0.018 |
10.000 | 0.199 | Fixed cumulative value 10 | 0.323 | 0.018 |
2.841 | 0.077 | Minimum training presence | 0.486 | 0.000 |
22.242 | 0.361 | 10 percentile training presence | 0.195 | 0.089 |
27.763 | 0.458 | Equal training sensitivity and specificity | 0.161 | 0.161 |
18.635 | 0.314 | Maximum training sensitivity plus specificity | 0.224 | 0.018 |
2.841 | 0.077 | Balance training omission, predicted area and threshold value | 0.486 | 0.000 |
9.577 | 0.194 | Equate entropy of thresholded and original distributions | 0.330 | 0.018 |
Variable | Percent contribution | Permutation importance |
---|---|---|
Present.Benthic.Min.Depth.Temperature.Lt.min | 42.5 | 56.1 |
Present.Surface.Salinity.Range | 21.5 | 6.9 |
Present.Benthic.Min.Depth.Temperature.Lt.max | 10.9 | 9.4 |
Present.Benthic.Min.Depth.Salinity.Range | 8.1 | 13.9 |
Present.Surface.Ice.thickness.Range | 6.7 | 4.1 |
Present.Benthic.Min.Depth.Current.Velocity.Range.tif.BOv2_1 | 4.4 | 3 |
Present.Surface.Current.Velocity.Min.tif.BOv2_1 | 3.9 | 3.2 |
Present.Surface.Current.Velocity.Lt.min.tif.BOv2_1 | 1.3 | 3.4 |
Present.Surface.Temperature.Range | 0.6 | 0 |
Present.Surface.Ice.thickness.Min | 0 | 0 |