Concept Drift Detection on SEA2 gradual
68MTDOCDD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OCDDDetector Category=Data-based2026.05 | 68 | 71 | |
| IBDDDetector Category=Data-based2026.05 | 343 | 11 | |
| D3Detector Category=Data-based2026.05 | 436 | 5 | |
| EDDMDetector Category=Loss-based2026.05 | 515 | 2 | |
| BNDMDetector Category=Data-based2026.05 | 566 | 19 | |
| DDMDetector Category=Loss-based2026.05 | 585 | 1 | |
| MLPsDetector Category=Disagreement-based2026.05 | 643 | 3 | |
| CSDDMDetector Category=Data-based2026.05 | 801 | 11 | |
| HDDMWDetector Category=Loss-based2026.05 | 865 | 0 | |
| IDTsDetector Category=Disagreement-based2026.05 | 2,100 | 2 | |
| ADWINDetector Category=Loss-based2026.05 | 2,633 | 1 | |
| HDDMADetector Category=Loss-based2026.05 | 3,705 | 0 | |
| PHDetector Category=Loss-based2026.05 | 6,466 | 1 |