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Table 1 Experimental results on simulated data sets (constant threshold)

From: Efficient algorithms for fast integration on large data sets from multiple sources

  Algorithm Com Acc Time(ms) Com Acc Time(ms) Com Acc Time(ms)
  BIA 99.4% 98.8% 14702 98.5% 97.0% 342411 - - -
  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
  TPA 92.2% 78.3% 406 90.7% 69.9% 7703 97.7% 91.8% 39843
  TPA(FCED) 92.2% 78.3% 265 90.7% 69.9% 5266 97.7% 91.8% 21640
  BIA 99.4% 98.8% 14453 98.3% 97.0% 354332 - - -
  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
  TPA 92.2% 78.3% 469 90.7% 70.0% 9484 97.7% 91.8% 42436
  TPA (FCED) 92.2% 78.3% 359 90.7% 70.0% 6140 97.7% 91.8% 27155
  BIA 98.8% 98.8% 11000 96.9% 96.4% 301960 - - -
  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
  TPA 92.4% 78.6% 391 90.7% 69.9% 7516 97.7% 91.8% 33499
  TPA(FCED) 92.4% 78.6% 235 90.7% 69.9% 4313 97.7% 91.8% 20312
Size   1,000    5,000    10,000