Table 2 Cross-validated random forest prediction results for “sensitivity/hurt feelings,” “ever depressed for a whole week,” “worrier/anxious feelings,” and “miserableness.”
From: Predictive Big Data Analytics using the UK Biobank Data
Accuracy | 95% CI of Accuracy | Sensitivity | Specificity | |
|---|---|---|---|---|
Sensitivity/hurt feelings | 0.720 | (0.686, 0.753) | 0.684 | 0.754 |
Ever depressed for a whole week | 0.778 | (0.746, 0.807) | 0.912 | 0.640 |
Worrier/anxious feelings | 0.739 | (0.706, 0.771) | 0.723 | 0.755 |
Miserableness | 0.743 | (0.710, 0.775) | 0.867 | 0.550 |
