Research Article
Fast Adapting Ensemble: A New Algorithm for Mining Data Streams with Concept Drift
Table 6
Electricity dataset, 45 312 examples.
| | Electricity (elec2) | | Classifiers | Final accuracy (%) | Time (s) |
| | FAE | 82,4 | 9,34 | | AUE | 77,7 | 10,62 | | AWE | 71,13 | 12,89 | | OzaBagAdwin | 84,81 | 7,77 | | Hoeffding Tree | 78,92 | 1,53 |
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