Concept Drift Detection on SEA1 abrupt
48MTDHDDMW
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HDDMWDetector Category=Loss-based2026.05 | 48 | 8 | |
| IBDDDetector Category=Data-based2026.05 | 61 | 90 | |
| OCDDDetector Category=Data-based2026.05 | 149 | 190 | |
| CSDDMDetector Category=Data-based2026.05 | 156 | 17 | |
| BNDMDetector Category=Data-based2026.05 | 175 | 12 | |
| PHDetector Category=Loss-based2026.05 | 184 | 1 | |
| HDDMADetector Category=Loss-based2026.05 | 499 | 6 | |
| D3Detector Category=Data-based2026.05 | 547 | 40 | |
| DDMDetector Category=Loss-based2026.05 | 1,321 | 0 | |
| MLPsDetector Category=Disagreement-based2026.05 | 1,620 | 1 | |
| ADWINDetector Category=Loss-based2026.05 | 1,750 | 2 | |
| IDTsDetector Category=Disagreement-based2026.05 | 2,275 | 5 | |
| EDDMDetector Category=Loss-based2026.05 | 3,688 | 4 |