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Table 2 Experimental results on simulated data sets (proportional 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 98.4% 96.9% 14593 97.7% 95.4% 345880 - - -
  PCD 98.4% 96.9% 13515 97.7% 95.4% 345645 - - -
RDED IDS 98.4% 96.9% 11422 97.7% 95.4% 298069 99.5% 99.0% 1225476
t = 0.35 IDS(FCED) 98.4% 96.9% 7125 97.7% 95.4% 173932 99.5% 99.0% 673650
  TPA 91.8% 77.7% 515 90.4% 69.5% 9203 97.6% 91.7% 38499
  TPA(FCED) 91.8% 77.7% 281 90.4% 69.5% 4500 97.6% 91.7% 23374
  BIA 98.4% 96.9% 14547 97.8% 95.6% 384222 - - -
  PCD 98.4% 96.9% 14156 97.8% 95.6% 381191 - - -
NDED IDS 98.4% 96.9% 13671 44.6% 99.6% 343927 99.6% 99.1% 1416142
t = 0.35 IDS(FCED) 98.4% 96.9% 9078 44.6% 99.6% 222305 99.6% 99.1% 884472
  TPA 91.8% 77.7% 485 42.5% 90.5% 10140 97.6% 91.7% 45436
  TPA(FCED) 91.8% 77.7% 344 42.5% 90.5% 6484 97.6% 91.7% 29030
  BIA 98.6% 97.2% 11890 97.8% 95.5% 314115 - - -
  PCD 98.6% 97.2% 12046 97.8% 95.5% 313006 - - -
PDED IDS 98.6% 97.2% 11031 97.8% 96.0% 272085 99.6% 99.1% 1083059
t = 0.35 IDS(FCED) 98.6% 97.2% 5937 97.8% 96.0% 165495 99.6% 9.1% 610262
  TPA 91.8% 77.7% 250 90.1% 70.0% 7843 97.6% 91.7% 32827
  TPA(FCED) 91.8% 77.7% 171 90.1% 70.0% 4297 97.6% 91.7% 21046
Size   1,000 5,000 10,000