Table 6 Runtime for each minimum support value with apriori algorithm
From: Minimum threshold determination method based on dataset characteristics in association rule mining
Minimum Support Value | Runtime (MS) | |||||||
|---|---|---|---|---|---|---|---|---|
Chess | Mushroom | Skin | Accidents | Connect | Retail | RecordLink | Test | |
100% | 11 | 12 | 0 | 0 | 0 | 78 | 0 | 0 |
90% | 29 | 16 | 0 | 1 | 4820 | 78 | 1 | 0 |
80% | 469 | 16 | 0 | 2 | 78 | 0 | 0 | |
70% | 8340 | 16 | 0 | 14 | 78 | 1 | 0 | |
60% | 109,935 | 20 | 0 | 58 | 120 | 8 | 0 | |
50% | 880,936,478 | 31 | 0 | 306 | 94 | 20 | 0 | |
40% | 94 | 0 | 3341 | 93 | 12 | 0 | ||
30% | 531 | 0 | 117 | 85 | 0 | |||
20% | 10,030 | 0 | 109 | 131 | 0 | |||
10% | 800,330 | 1 | 94 | 184 | 0 | |||
5% | 4 | 140 | 216 | 1 | ||||
0% | 1002 | |||||||