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 |