Table 5 Run times (in seconds) for algorithms with uncertainty \(\beta =60\) for expensive and non-expensive datasets, pattern lengths 3, 4 and 5
EC/NEC | Support | RobustSPAM | Apriori | \(\text {Apriori} + \text {bitmap} + \text {OMP}\) | FARPAM | FARPAMp |
|---|---|---|---|---|---|---|
NEC | 0.10 | 715.9 | 20.9 | 2.3 | 0.74 | 0.40 |
NEC | 0.05 | 2370.7 | 91.7 | 8.1 | 1.06 | 1.05 |
NEC | 0.03 | 5984.1 | 256.3 | 14.1 | 1.66 | 1.58 |
NEC | 0.02 | 13,045.1 | 602.2 | 26.8 | 2.30 | 1.88 |
EC | 0.10 | 355.6 | 10.4 | 1.4 | 0.39 | 0.25 |
EC | 0.05 | 1160.6 | 46.8 | 2.7 | 0.48 | 0.50 |
EC | 0.03 | 2908.1 | 128.5 | 5.1 | 0.76 | 0.58 |
EC | 0.02 | 6189.3 | 275.1 | 10.0 | 1.05 | 0.85 |