Cumulative threshold | Cloglog threshold | Description | Fractional predicted area | Training omission rate |
---|---|---|---|---|
1.000 | 0.187 | Fixed cumulative value 1 | 0.920 | 0.003 |
5.000 | 0.321 | Fixed cumulative value 5 | 0.804 | 0.038 |
10.000 | 0.408 | Fixed cumulative value 10 | 0.710 | 0.067 |
0.699 | 0.175 | Minimum training presence | 0.934 | 0.000 |
14.352 | 0.482 | 10 percentile training presence | 0.647 | 0.099 |
44.479 | 0.656 | Equal training sensitivity and specificity | 0.370 | 0.371 |
35.975 | 0.647 | Maximum training sensitivity plus specificity | 0.439 | 0.272 |
0.699 | 0.175 | Balance training omission, predicted area and threshold value | 0.934 | 0.000 |
2.873 | 0.253 | Equate entropy of thresholded and original distributions | 0.857 | 0.026 |
Variable | Percent contribution | Permutation importance |
---|---|---|
Present.Benthic.Min.Depth.Temperature.Lt.min | 48.5 | 51.3 |
Present.Surface.Temperature.Range | 28.5 | 30.7 |
Present.Benthic.Min.Depth.Temperature.Lt.max | 13 | 4.4 |
Present.Surface.Ice.thickness.Range | 3.4 | 8.2 |
Present.Surface.Ice.thickness.Min | 1.8 | 1.5 |
Present.Surface.Current.Velocity.Lt.min.tif.BOv2_1 | 1.7 | 1.3 |
Present.Surface.Salinity.Range | 1.7 | 0.9 |
Present.Benthic.Min.Depth.Salinity.Range | 0.8 | 0.4 |
Present.Benthic.Min.Depth.Current.Velocity.Range.tif.BOv2_1 | 0.6 | 1.3 |
Present.Surface.Current.Velocity.Min.tif.BOv2_1 | 0 | 0 |