Why F1 Is the Wrong Objective for Entity Resolution Thresholds in Corporate Data
Our take: Solid guidance on metric selection for entity resolution; incremental insight, limited audience.
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F1 score optimization is the wrong metric for entity resolution in corporate data because false positives (merging distinct entities) cause structural damage to downstream systems while false negatives can be fixed by rerunning the pipeline.
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