Table 3.
Fold-specific distribution of depression-positive and depression-negative cases used for training, validation, and calibration in DAIC-WOZ.
| Cross-validation iteration | Training positive | Training negative | Validation positive | Validation negative | Calibration positive* | Calibration negative* |
|---|---|---|---|---|---|---|
| Fold 1 | 39 | 92 | 6 | 14 | 6 | 14 |
| Fold 2 | 39 | 92 | 6 | 14 | 6 | 14 |
| Fold 3 | 40 | 91 | 6 | 14 | 6 | 14 |
| Fold 4 | 40 | 91 | 6 | 14 | 6 | 14 |
| Fold 5 | 40 | 92 | 6 | 14 | 6 | 14 |
*Positive and negative denote depression-positive and depression-negative participants, respectively. The validation/calibration observations are a subset of the model-development portion reported in Table 2. Calibration does not represent an additional or overlapping independent partition: post-hoc probability calibration was performed using the corresponding validation subset.