Table 2 AUCs for ML models of short-form scales
From: Using machine learning to develop a five-item short form of the children’s depression inventory
Items | DT | LR | NB | RF | SVM |
|---|---|---|---|---|---|
1 | 0.61 | 0.61 | 0.61 | 0.61 | 0.61 |
2 | 0.72 | 0.64 | 0.76 | 0.72 | 0.64 |
3 | 0.78 | 0.74 | 0.75 | 0.74 | 0.76 |
4 | 0.77 | 0.74 | 0.78 | 0.79 | 0.77 |
5 | 0.77 | 0.77 | 0.81 | 0.80 | 0.81 |
6 | 0.77 | 0.80 | 0.82 | 0.82 | 0.82 |
7 | 0.77 | 0.80 | 0.83 | 0.83 | 0.84 |
8 | 0.77 | 0.82 | 0.84 | 0.84 | 0.84 |
9 | 0.77 | 0.83 | 0.85 | 0.87 | 0.86 |