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Random forest prediction results for “sensitivity/hurt feelings,” “ever depressed for a whole week,” “worrier/anxious feelings,” and “miserableness” in the testing dataset.
| Accuracy | 95% CI of Accuracy | Sensitivity | Specificity | |
|---|---|---|---|---|
| Sensitivity/hurt feelings | 0.708 | (0.677, 0.737) | 0.690 | 0.724 |
| Ever depressed for a whole week | 0.773 | (0.745, 0.800) | 0.908 | 0.624 |
| Worrier/anxious feelings | 0.725 | (0.695, 0.754) | 0.735 | 0.716 |
| Miserableness | 0.747 | (0.718, 0.775) | 0.880 | 0.521 |
