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Table 1 The accuracy of four kinds of incremental learning 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±1.7 82.73±3.08 92.21±2.19 99.69±0.01
CVFDT 90.44±0.14 80.22±1.55 84.51±2.68 92.22±2.12  
Incremental Bayesian 93.8±0.001 73.54±2.89 81.65±0.023 93.29±0.22 98.50±0.002
Incremental SVM 90.8±0.14 70.5±3.79 80.12±2.96 91.89±1.21 97.96±0.97