Research Article

Bacterial Colony Algorithms for Association Rule Mining in Static and Stream Data

Table 3

Running time comparison of different architectures.

DatasetIntel® Pentium®Intel® Xeon® Platinum

SPECT3.110±0.167 (2.967; 3.561)1.10±0.02 (1.05; 1.13)

Mushroom535.7±13.81 (503.1; 557.64)174.47±2.95 (170.79; 180.82)

Balance5.731±0.146 (5.507; 5.995)2.26±0.05 (2.2; 2.4)

Flare28.72±1.056 (26.38; 29.96)9.82±0.13 (9.6; 10.01)

Monks3.533±0.119 (3.293; 3.643)1.44±0.05 (1.39; 1.52)

Nursery169.3±4.735 (161.7; 175.2)92.76±1.62 (90.14; 95.42)