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 |