Table 1 Experimental results on simulated data sets (constant threshold)
From: Efficient algorithms for fast integration on large data sets from multiple sources
| Â | Algorithm | Com | Acc | Time(ms) | Com | Acc | Time(ms) | Com | Acc | Time(ms) |
|---|---|---|---|---|---|---|---|---|---|---|
| Â | BIA | 99.4% | 98.8% | 14702 | 98.5% | 97.0% | 342411 | - | - | - |
| Â | PCD | 99.4% | 98.8% | 12422 | 98.5% | 97.0% | 334583 | - | - | - |
RDED | IDS | 99.4% | 98.8% | 11562 | 98.5% | 97.0% | 291162 | 99.7% | 99.3% | 1200810 |
t = 30 | IDS(FCED) | 99.4% | 98.8% | 6031 | 98.5% | 97.0% | 164307 | 99.7% | 99.3% | 693665 |
| Â | TPA | 92.2% | 78.3% | 406 | 90.7% | 69.9% | 7703 | 97.7% | 91.8% | 39843 |
| Â | TPA(FCED) | 92.2% | 78.3% | 265 | 90.7% | 69.9% | 5266 | 97.7% | 91.8% | 21640 |
| Â | BIA | 99.4% | 98.8% | 14453 | 98.3% | 97.0% | 354332 | - | - | - |
| Â | PCD | 99.4% | 98.8% | 13812 | 98.3% | 97.0% | 360613 | - | - | - |
NDED | IDS | 99.4% | 98.8% | 13859 | 98.3% | 97.0% | 317052 | 99.6% | 99.4% | 1351910 |
t = 30 | IDS(FCED) | 99.4% | 98.8% | 9016 | 98.3% | 97.0% | 204071 | 99.6% | 99.4% | 861785 |
| Â | TPA | 92.2% | 78.3% | 469 | 90.7% | 70.0% | 9484 | 97.7% | 91.8% | 42436 |
| Â | TPA (FCED) | 92.2% | 78.3% | 359 | 90.7% | 70.0% | 6140 | 97.7% | 91.8% | 27155 |
| Â | BIA | 98.8% | 98.8% | 11000 | 96.9% | 96.4% | 301960 | - | - | - |
| Â | PCD | 98.8% | 98.8% | 11234 | 96.9% | 96.4% | 299756 | - | - | - |
PDED | IDS | 98.8% | 98.8% | 10547 | 96.9% | 96.4% | 254805 | 98.8% | 98.9% | 1046654 |
t = 30 | IDS(FCED) | 98.8% | 98.8% | 5390 | 96.9% | 96.4% | 145604 | 98.8% | 98.9% | 587013 |
| Â | TPA | 92.4% | 78.6% | 391 | 90.7% | 69.9% | 7516 | 97.7% | 91.8% | 33499 |
| Â | TPA(FCED) | 92.4% | 78.6% | 235 | 90.7% | 69.9% | 4313 | 97.7% | 91.8% | 20312 |
Size | Â | 1,000 | Â | Â | 5,000 | Â | Â | 10,000 | ||