Table 7 Performance comparison in mining FI (frequent itemsets)
From: Mining frequent patterns for AMP-activated protein kinase regulation on skeletal muscle
Miner | Data set | Minimum support (%) | CPU Time(s) |
|---|---|---|---|
eFP | T40I10D100K | 0.05 ≤ minsupp ≤ 2 | [4.5, 390] |
FPgrowth | T40I10D100K | 0.05 ≤ minsupp ≤ 2 | [9.5, 390] |
dEclat | T40I10D100K | 0.25 ≤ minsupp ≤ 2 | [7.9, 400] |
MAFIA | T40I10D100K | 0.75 ≤ minsupp ≤ 2 | [60, 5936] |
eFP | connect-4 | 20 ≤ minsupp ≤ 90 | [0.04, 740] |
FPgrowth | connect-4 | 20 ≤ minsupp ≤ 90 | [0.04, 740] |
dEclat | connect-4 | 20 ≤ minsupp ≤ 60 | [1, 97] |
MAFIA | connect-4 | 20 ≤ minsupp ≤ 80 | [8.1, 593] |