Research Article

Discovering Significant Sequential Patterns in Data Stream by an Efficient Two-Phase Procedure

Table 5

Number of SSPs with different length parameters.

DatasetsSupport thresholdFSSPDS (l = 0.7)FSSPDS (l = 0.8)FSSPDS (l = 0.9)FSSPDS

Mushrooms0.2567685705675
0.3532632654622
0.4532616616602
0.5512598609583
0.6491535535521

a2a0.3658712381
0.432455643
0.518283224
0.612162114
0.7712159

bms-pos0.2112156234144
0.343567849
0.47151814
0.56774
0.61111

bms-web20.00523546735
0.00612253923
0.0078172515
0.0088121812
0.0098121811

Retail0.1654156231124
0.1734112212108
0.18199817694
0.1919989878
0.27565653

T10I4D100K0.2564112515431065
0.254359871098921
0.3347865954621
0.35267568764267
0.4198246543111