denselinkage.metrics.AdjustedMetrics¶

class denselinkage.metrics.AdjustedMetrics(matcher: LinkageMetrics, blocking_recall_at_k: float, k: int)[source]¶

End-to-end honest number: matcher metrics adjusted by blocker pair-completeness@k (recall_adjusted = matcher.recall * pc@k).

property recall_adjusted: float¶: Matcher recall scaled by the blocker’s pair-completeness@k — the recall ceiling the blocker imposes on the matcher.

property f1_adjusted: float¶: Harmonic mean of matcher precision and recall_adjusted.