Concept Drift Detection on SineA gradual
0FAIDTs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IDTsDetector Category=Disagreement-based2026.05 | 0 | 6,600 | |
| ADWINDetector Category=Loss-based2026.05 | 0 | 4,650 | |
| DDMDetector Category=Loss-based2026.05 | 0 | 4,417 | |
| EDDMDetector Category=Loss-based2026.05 | 0 | — | |
| HDDMADetector Category=Loss-based2026.05 | 0 | 1,144 | |
| HDDMWDetector Category=Loss-based2026.05 | 0 | 2,247 | |
| PHDetector Category=Loss-based2026.05 | 0 | 2,062 | |
| MLPsDetector Category=Disagreement-based2026.05 | 1 | 2,863 | |
| D3Detector Category=Data-based2026.05 | 8 | 978 | |
| CSDDMDetector Category=Data-based2026.05 | 12 | 851 | |
| BNDMDetector Category=Data-based2026.05 | 17 | 180 | |
| OCDDDetector Category=Data-based2026.05 | 18 | 495 | |
| IBDDDetector Category=Data-based2026.05 | 20 | 158 |