The Scientific World Journal / 2015 / Article / Tab 6

Research Article

Fast Adapting Ensemble: A New Algorithm for Mining Data Streams with Concept Drift

Table 6

Electricity dataset, 45 312 examples.

Electricity (elec2)
ClassifiersFinal accuracy (%)Time (s)

FAE82,49,34
AUE77,710,62
AWE71,1312,89
OzaBagAdwin84,817,77
Hoeffding Tree78,921,53

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