Concept Drift Detection on SEA0 abrupt
43MTD (Steps/Samples)EDDM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EDDMDetector Category=Loss-based2026.05 | 43 | 0 | |
| IBDDDetector Category=Data-based2026.05 | 57 | 100 | |
| PHDetector Category=Loss-based2026.05 | 144 | 0 | |
| OCDDDetector Category=Data-based2026.05 | 149 | 190 | |
| BNDMDetector Category=Data-based2026.05 | 186 | 3 | |
| HDDMWDetector Category=Loss-based2026.05 | 250 | 2 | |
| HDDMADetector Category=Loss-based2026.05 | 257 | 3 | |
| CSDDMDetector Category=Data-based2026.05 | 304 | 18 | |
| D3Detector Category=Data-based2026.05 | 583 | 50 | |
| DDMDetector Category=Loss-based2026.05 | 731 | 0 | |
| MLPsDetector Category=Disagreement-based2026.05 | 980 | 0 | |
| ADWINDetector Category=Loss-based2026.05 | 1,680 | 0 | |
| IDTsDetector Category=Disagreement-based2026.05 | 1,775 | 6 |