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Table 5 Competitive study on accuracy

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

  Hyperplane 1 Hyperplane 2 Hyperplane 3 Sensor KDDcup99
Average vote horizontal ensemble 88.14±0.27 91.15±0.29 78.82±8.45 89.05±3.85 99.44±0.01
Accuracy based horizontal ensemble 93.85±0.08 91.42±0.26 88.75±2.36 87.34±2.17 99.31±0.04
Average vote vertical ensemble 92.4±0.01 82.5±0.07 83.9±0.04 95±0.02 98.6±0.01
Accuracy based vertical ensemble 93.6±0.01 84.3±0.06 86.6±0.04 94±0.05 98.4±0.01