Table 2.
Patient-level aggregation results: from the highest scoring predictions, a match is counted if the predicted value matches a value in the adjudicated reference data (top-N match).
Set | Model | Top-N match predictions | Top-N match reference | Relative match |
---|---|---|---|---|
Training | Top-1 | 75/120 (0.625) | 83/120 (0.692) | 0.904 |
Top-3 | 87/120 (0.725) | 92/120 (0.767) | 0.946 | |
Top-5 | 92/120 (0.767) | 94/120 (0.783) | 0.988 | |
Test | Top-1 | 19/31 (0.613) | 25/31 (0.806) | 0.760 |
Top-3 | 22/31 (0.710) | 26/31 (0.839) | 0.846 | |
Top-5 | 22/31 (0.710) | 26/31 (0.839) | 0.846 |