Cumulative threshold | Logistic threshold | Description | Fractional predicted area | Training omission rate | Test omission rate | P-value |
---|
1.000 | 0.125 | Fixed cumulative value 1 | 0.508 | 0.003 | 0.000 | 5.777E-35 |
5.000 | 0.346 | Fixed cumulative value 5 | 0.439 | 0.029 | 0.038 | 7.975E-40 |
10.000 | 0.427 | Fixed cumulative value 10 | 0.400 | 0.080 | 0.103 | 3.712E-37 |
0.622 | 0.098 | Minimum training presence | 0.523 | 0.000 | 0.000 | 4.086E-33 |
11.580 | 0.444 | 10 percentile training presence | 0.391 | 0.099 | 0.115 | 5.806E-37 |
29.829 | 0.504 | Equal training sensitivity and specificity | 0.295 | 0.294 | 0.314 | 4.176E-27 |
5.472 | 0.355 | Maximum training sensitivity plus specificity | 0.435 | 0.032 | 0.058 | 1.09E-37 |
28.278 | 0.502 | Equal test sensitivity and specificity | 0.302 | 0.276 | 0.301 | 1.57E-27 |
4.169 | 0.309 | Maximum test sensitivity plus specificity | 0.448 | 0.026 | 0.019 | 3.415E-41 |
0.622 | 0.098 | Balance training omission, predicted area and threshold value | 0.523 | 0.000 | 0.000 | 4.086E-33 |
1.657 | 0.169 | Equate entropy of thresholded and original distributions | 0.490 | 0.006 | 0.013 | 1.086E-35 |