Table 4 Blocking results using address/geocode as the blocking key
Clustering process | Correlation Clustering | Naïve clustering | ||
|---|---|---|---|---|
Noise | F-measure | time(s) | F-measure | Time(s) |
0% | 94.21% | 4.06 | 94.10% | 2.54 |
5% | 91.30% | 6.41 | 92.20% | 3.85 |
10% | 89.40% | 7.12 | 89.80% | 5.2 |
Clustering process | Correlation Clustering | Naïve clustering | ||
|---|---|---|---|---|
Noise | F-measure | time(s) | F-measure | Time(s) |
0% | 94.21% | 4.06 | 94.10% | 2.54 |
5% | 91.30% | 6.41 | 92.20% | 3.85 |
10% | 89.40% | 7.12 | 89.80% | 5.2 |