Table 4 Experimental results on real data sets (N = 1,083,878)
From: Efficient algorithms for fast integration on large data sets from multiple sources
| Time - TPA | Time – TPA(FCED) | Clusters | Acc. Clusters | Individuals | Acc. | Com. | ||
|---|---|---|---|---|---|---|---|---|
| ED name | constant t = 1 | 1:52:41 | 0:27:29 | 94,381 | 87,756 | 108,800 | 93.0% | 80.7% |
| ED all | t = 1 | 3:11:17 | 0:29:33 | 101,864 | 99,562 | 108,800 | 97.8% | 91.6% |
| PD name | - | 1:06:04 | 1:04:13 | 90,950 | 83,270 | 108,800 | 91.6% | 76.5% |
| PDED | t = 1 | 2:04:09 | 1:06:04 | 101,344 | 99,711 | 108,800 | 98.4% | 91.6% |
| ED name | proportional t = 0.1 | 1:55:24 | 0:30:56 | 94,521 | 87,966 | 108,800 | 93.1% | 80.9% |
| ED all | t = 0.1 | 3:14:37 | 0:44:05 | 101,254 | 99,346 | 108,800 | 98.1% | 91.3% |
| PD name | - | 1:04:32 | 1:05:41 | 90,950 | 83,270 | 108,800 | 91.6% | 76.5% |
| PDED | t = 0.1 | 2:06:16 | 1:09:02 | 100,896 | 98,949 | 108,800 | 98.1% | 90.9% |