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Table 7 Cost time of different algorithms

From: Comparative study between incremental and ensemble learning on data streams: Case study

 

Hyperplane 1

Hyperplane 2

Hyperplane 3

Sensor

KDDcup99

VFDT

3254.9

3310.6

3246.9

203.2

3479

Horizontal ensemble

67760

67913

64237

5426

348114

Vertical ensemble

63145

59876

62110

5897

30146