Concept Drift Detection on SEA2 abrupt
5MTDHDDMA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HDDMADetector Category=Loss-based2026.05 | 5 | 0 | |
| CSDDMDetector Category=Data-based2026.05 | 55 | 6 | |
| IBDDDetector Category=Data-based2026.05 | 59 | 18 | |
| OCDDDetector Category=Data-based2026.05 | 62 | 83 | |
| BNDMDetector Category=Data-based2026.05 | 65 | 0 | |
| D3Detector Category=Data-based2026.05 | 129 | 0 | |
| HDDMWDetector Category=Loss-based2026.05 | 186 | 2 | |
| ADWINDetector Category=Loss-based2026.05 | 275 | 0 | |
| DDMDetector Category=Loss-based2026.05 | 317 | 0 | |
| MLPsDetector Category=Disagreement-based2026.05 | 410 | 1 | |
| EDDMDetector Category=Loss-based2026.05 | 622 | 0 | |
| IDTsDetector Category=Disagreement-based2026.05 | 1,600 | 13 | |
| PHDetector Category=Loss-based2026.05 | 1,916 | 0 |