Research Article
ADES: A New Ensemble Diversity-Based Approach for Handling Concept Drift
Table 5
Kappa temporal values for the real-world datasets.
| | | ADES | DDD | Dynse | ESDE |
| | Covertype | 36.89 (3) | 73.44 (1) | 48.93 (2) | 31.23 (4) | | Airlines | 81.24 (1) | 76.46 (3) | 79.38 (2) | 73.67 (4) | | Amazon | 73.47 (2) | 68.34 (4) | 76.47 (1) | 70.34 (3) | | PokerHand | 76.12 (1) | 67.84 (3) | 73.46 (2) | 66.48 (4) | | Average ranks | 1.75 | 2.75 | 1.75 | 3.75 |
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