Research Article
Discovering Significant Sequential Patterns in Data Stream by an Efficient Two-Phase Procedure
Table 5
Number of SSPs with different length parameters.
| Datasets | Support threshold | FSSPDS (l = 0.7) | FSSPDS (l = 0.8) | FSSPDS (l = 0.9) | FSSPDS |
| Mushrooms | 0.2 | 567 | 685 | 705 | 675 | 0.3 | 532 | 632 | 654 | 622 | 0.4 | 532 | 616 | 616 | 602 | 0.5 | 512 | 598 | 609 | 583 | 0.6 | 491 | 535 | 535 | 521 |
| a2a | 0.3 | 65 | 87 | 123 | 81 | 0.4 | 32 | 45 | 56 | 43 | 0.5 | 18 | 28 | 32 | 24 | 0.6 | 12 | 16 | 21 | 14 | 0.7 | 7 | 12 | 15 | 9 |
| bms-pos | 0.2 | 112 | 156 | 234 | 144 | 0.3 | 43 | 56 | 78 | 49 | 0.4 | 7 | 15 | 18 | 14 | 0.5 | 6 | 7 | 7 | 4 | 0.6 | 1 | 1 | 1 | 1 |
| bms-web2 | 0.005 | 23 | 54 | 67 | 35 | 0.006 | 12 | 25 | 39 | 23 | 0.007 | 8 | 17 | 25 | 15 | 0.008 | 8 | 12 | 18 | 12 | 0.009 | 8 | 12 | 18 | 11 |
| Retail | 0.16 | 54 | 156 | 231 | 124 | 0.17 | 34 | 112 | 212 | 108 | 0.18 | 19 | 98 | 176 | 94 | 0.19 | 19 | 98 | 98 | 78 | 0.2 | 7 | 56 | 56 | 53 |
| T10I4D100K | 0.2 | 564 | 1125 | 1543 | 1065 | 0.25 | 435 | 987 | 1098 | 921 | 0.3 | 347 | 865 | 954 | 621 | 0.35 | 267 | 568 | 764 | 267 | 0.4 | 198 | 246 | 543 | 111 |
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