Research Article
ADES: A New Ensemble Diversity-Based Approach for Handling Concept Drift
Table 6
Kappa M values for real-world datasets.
| | | ADES | DDD | Dynse | ESDE |
| | Covertype | 44.65 (2) | 71.26 (3) | 63.27 (1) | 74.36 (4) | | Airlines | 58.35 (1) | 44.43 (2) | 59.26 (3) | 68.48 (4) | | Amazon | 85.68 (1) | 54.37 (4) | 75.32 (3) | 81.36 (2) | | PokerHand | 63.82 (1) | 42.54 (3) | 58.37 (3) | 38.63 (4) | | Average ranks | 1.25 | 3.0 | 2.50 | 3.5 |
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