Table 4 Evaluation indicators corresponding to different thresholds of the five-item scale
From: Using machine learning to develop a five-item short form of the children’s depression inventory
Threshold | AUC | Accuracy | Recall | Precision |
|---|---|---|---|---|
1 | 0.65 | 0.52 | 1.00 | 0.39 |
2 | 0.77 | 0.69 | 0.97 | 0.50 |
3 | 0.83 | 0.81 | 0.89 | 0.64 |
4 | 0.81 | 0.85 | 0.72 | 0.78 |
5 | 0.73 | 0.82 | 0.49 | 0.88 |
6 | 0.64 | 0.77 | 0.28 | 0.95 |
7 | 0.56 | 0.73 | 0.13 | 0.98 |
8 | 0.52 | 0.70 | 0.05 | 0.99 |
9 | 0.51 | 0.69 | 0.02 | 1.00 |
10 | 0.50 | 0.69 | 0.00 | 1.00 |