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Table 6 The accuracy 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 90.42±0.13 78.93±0.17 82.73±3.08 92.21±2.19 99.69±0.01
Horizontal ensemble 93.85±0.08 86.28±0.74 88.75±2.63 87.34±2.17 99.31±0.043
Vertical ensemble 93.9±0.013 84.3±0.67 86.6±0.04 95.1±0.35 98.4±0.005