Cumulative threshold | Logistic threshold | Description | Fractional predicted area | Training omission rate | Test omission rate | P-value |
---|
1.000 | 0.038 | Fixed cumulative value 1 | 0.305 | 0.000 | 0.042 | 2.38E-11 |
5.000 | 0.106 | Fixed cumulative value 5 | 0.205 | 0.020 | 0.125 | 3.561E-12 |
10.000 | 0.187 | Fixed cumulative value 10 | 0.151 | 0.030 | 0.208 | 5.17E-12 |
4.117 | 0.093 | Minimum training presence | 0.218 | 0.000 | 0.083 | 5.07E-13 |
18.470 | 0.332 | 10 percentile training presence | 0.108 | 0.100 | 0.208 | 1.072E-14 |
18.470 | 0.332 | Equal training sensitivity and specificity | 0.108 | 0.110 | 0.208 | 1.072E-14 |
10.937 | 0.205 | Maximum training sensitivity plus specificity | 0.144 | 0.030 | 0.208 | 2.087E-12 |
8.205 | 0.155 | Equal test sensitivity and specificity | 0.167 | 0.030 | 0.167 | 1.503E-12 |
3.030 | 0.071 | Maximum test sensitivity plus specificity | 0.241 | 0.000 | 0.042 | 1.086E-13 |
2.725 | 0.066 | Balance training omission, predicted area and threshold value | 0.248 | 0.000 | 0.042 | 2.152E-13 |
7.329 | 0.137 | Equate entropy of thresholded and original distributions | 0.176 | 0.030 | 0.125 | 1.658E-13 |