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Table 6 Comparison of quality metrics for dataset \(\mathtt {R}\) with and without the use of compound fields (CF) and Bloom filters (BF)

From: Optimization of the Mainzelliste software for fast privacy-preserving record linkage

BF CF Threshold Recall Precision F1 score
0.90 0.8920 0.9980 0.9420
0.90 0.9805 0.9964 0.9884
0.90 0.9204 0.9980 0.9515
0.95 0.9805 0.9964 0.9884