Table 4 Top Five Combinations for the Concatenated Model.
From: An effective AI model for automatically detecting arteriovenous fistula stenosis
Rank | A | B | C | D | E | Sen. (SE) | Spe. (SE) | Acc. (SE) | Pre. (SE) | F1-S (SE) |
|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 4 | EMD | 2 | 4 | 0.91 (0.01) | 0.91 (0.01) | 0.90 (0.01) | 0.91 (0.01) | 0.91 (0.01) |
2 | 2 | 4 | EMD | 4 | 4 | 0.91 (0.01) | 0.90 (0.01) | 0.90 (0.01) | 0.90 (0.01) | 0.90 (0.01) |
3 | 3 | 4 | EMD | 2 | 4 | 0.90 (0.01) | 0.90 (0.02) | 0.89 (0.01) | 0.89 (0.02) | 0.89 (0.01) |
4 | 3 | 100 | EMD | 4 | 100 | 0.87 (0.01) | 0.86 (0.02) | 0.86 (0.02) | 0.86 (0.02) | 0.85 (0.02) |
5 | 2 | 100 | EMD | 2 | 100 | 0.86 (0.01) | 0.86 (0.02) | 0.85 (0.02) | 0.84 (0.02) | 0.86 (0.02) |
