Research Article
Recurrent Adaptive Classifier Ensemble for Handling Recurring Concept Drifts
Table 9
Memory consumption of the five algorithms on real-world datasets.
| | Dataset | RACE | CALMID | DUE | SOFEnsemble | AWDOB |
| | Airlines | 36.25 (1) | 44.29 (3) | 42.39 (2) | 61.23 (4) | 57.31 (5) | | Covertype | 43.17 (2) | 28.34 (1) | 51.42 (3) | 63.48 (5) | 59.63 (4) | | Poker Hand | 66.37 (1) | 69.47 (2) | 79.45 (5) | 77.36 (4) | 71.26 (3) | | KDD99 | 78.36 (3) | 76.39 (2) | 73.43 (1) | 83.43 (4) | 88.34 (5) | | Sensor Data | 59.34 (1) | 67.34 (3) | 62.41 (2) | 87.63 (5) | 79.23 (4) | | Average rank | 1.6 | 2.2 | 2.6 | 4.4 | 4.2 |
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