Remove prediction suppression#851
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sasbury
approved these changes
Oct 7, 2025
rsbowman-striveworks
approved these changes
Oct 8, 2025
jyono
approved these changes
Oct 8, 2025
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Issue
Average Precision and Average Recall are currently not computed for labels that do not appear in the ground truth set. This is potentially problematic as a model could be highly confident in a label that is present in the real-world but not in the evaluation set leading to the suppression of certain labels.
Severity
LOW - This is likely not going to affect any existing evaluations as label sets are generally well-represented in training and validation sets. However, this could greatly affect one-off evaluations over smaller sets of data.
Solution
Remove suppression and update AP and AR derivative metrics.