Table 2.
Mean Classifier Accuracies, per Group
| Group Chance | Mean Accuracy | Lower 95% CI | Upper 95% CI | Mean Accuracy (Opposite Age Mask) | Lower 95% CI | Upper 95% CI | |
|---|---|---|---|---|---|---|---|
| UT Repeat | 0.063 | 1.00a | – | – | 0.92a | 0.919 | 0.922 |
| MSC Repeat | 0.100 | 1.00a | – | – | 1.00a | – | – |
| UT MZ Twins | 0.066 | 0.52a | 0.518 | 0.525 | 0.32a | 0.322 | 0.327 |
| HCP MZ Twins | 0.041 | 0.57a | 0.565 | 0.571 | 0.35a | 0.353 | 0.359 |
| UT DZ Twins | 0.053 | 0.24a | 0.242 | 0.247 | 0.24a | 0.243 | 0.248 |
| HCP DZ Twins | 0.039 | 0.22a | 0.218 | 0.222 | 0.11 | 0.108 | 0.112 |
| UT SS Siblings | 0.057 | 0.35a | 0.349 | 0.354 | 0.23b | 0.232 | 0.236 |
Group chance values are empirical chance and are calculated by running the classifier after randomly shuffling scan pair labels (scan pairs were no longer correctly labeled with their matching scan). The left side of the table is running the classifiers normally, and the right side is running the classifier with the opposite age group's feature mask. (P values indicate classifier performance versus chance.).
p < 0.001.
p < 0.05.