Table 2.
Concordance of model predictions across test dataset
EN (n, %) |
XGB (n, %) |
CNN (n, %) |
||||
---|---|---|---|---|---|---|
Model correct | 1435 | 81.6 | 1452 | 82.6 | 1528 | 86.9 |
All models correct | 1357 | 77.2 | 1357 | 77.2 | 1357 | 77.2 |
Model correct, 1 or both other models wrong | 78 | 4.4 | 95 | 5.4 | 171 | 9.7 |
Positive case | 10 | 0.6 | 5 | 0.3 | 4 | 0.2 |
Negative case | 68 | 3.9 | 90 | 5.1 | 167 | 9.5 |
Total number in holdout test dataset = 1758.