Pair-level classification metrics for a linkage scorer: threshold-free AUC
plus precision / recall / F1 / accuracy at a decision threshold. Positives are
true matches.
Usage
np_evaluate(score, label, threshold = 0.5)
Arguments
- score
Numeric predicted match scores.
- label
Truth (logical / 0-1 / character).
- threshold
Decision threshold; predict match when score >= threshold.
Value
A one-row data frame of metrics.